dataset;iteration_id;file_name_tag;experiment_parameters;list_name;data_set;fs_method;learner;metric;value;dataset_split;time_taken;iterations_required;n_unique_parameter_sets_visited;n_parameter_sets_tested;signature_size;n_features;n_samples;outcome_type
606_fri_c2_1000_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125191435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78482867723454;train;1.782143255;9;20;376;7;10;700;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125191435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814693820459213;test;1.782143255;9;20;376;7;10;700;continuous
mnist;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994639101671715;train;1080.12700436335;0;5;10;584;587;49000;multinomial
mnist;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991916493202738;test;1080.12700436335;0;5;10;584;587;49000;multinomial
prnn_fglass;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965764895330113;train;1.12426714835;5;200;410;8;9;144;multinomial
prnn_fglass;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778385416666667;test;1.12426714835;5;200;410;8;9;144;multinomial
1030_ERA;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125151658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.722932556869018;train;0.594638743333333;3;160;326;3;4;700;continuous
1030_ERA;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125151658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786209924818818;test;0.594638743333333;3;160;326;3;4;700;continuous
segmentation;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997728759681429;train;0.954844361666667;15;14;418;10;14;1617;multinomial
segmentation;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997300635631954;test;0.954844361666667;15;14;418;10;14;1617;multinomial
schizo;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.657619394590172;train;0.362014901666667;11;13;284;10;13;238;multinomial
schizo;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.480884353741497;test;0.362014901666667;11;13;284;10;13;238;multinomial
allhypo;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952690896322389;train;3.264732755;5;200;410;5;25;2639;multinomial
allhypo;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910187545130329;test;3.264732755;5;200;410;5;25;2639;multinomial
adult;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921022334315094;train;30.377030835;5;200;410;12;12;34190;binomial
adult;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907545581571878;test;30.377030835;5;200;410;12;12;34190;binomial
645_fri_c3_500_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834554230144639;train;0.83114203;3;72;150;7;50;350;continuous
645_fri_c3_500_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814409297623539;test;0.83114203;3;72;150;7;50;350;continuous
706_sleuth_case1202;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433123881724992;train;0.349612941666667;7;30;344;6;6;66;continuous
706_sleuth_case1202;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.613758163194065;test;0.349612941666667;7;30;344;6;6;66;continuous
analcatdata_happiness;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888764880952381;train;0.60599809;3;160;326;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.479166666666667;test;0.60599809;3;160;326;1;3;42;multinomial
210_cloud;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185349246992953;train;3.07829605666667;20;437;914;3;5;76;continuous
210_cloud;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302980348169066;test;3.07829605666667;20;437;914;3;5;76;continuous
clean2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973373216123838;train;0.557607253333333;3;80;166;104;105;4619;binomial
clean2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970495915940043;test;0.557607253333333;3;80;166;104;105;4619;binomial
644_fri_c4_250_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796156130256912;train;0.17746845;3;90;186;6;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809621414421215;test;0.17746845;3;90;186;6;25;175;continuous
sleep;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892500195841815;train;118.421624211667;1;13;36;13;13;74136;multinomial
sleep;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891007619710717;test;118.421624211667;1;13;36;13;13;74136;multinomial
537_houses;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.47747904070249;train;32.2566765233333;6;220;452;6;6;14448;continuous
537_houses;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.504653029607412;test;32.2566765233333;6;220;452;6;6;14448;continuous
texture;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9999103293264;train;30.0497325283333;3;14;88;13;14;3850;multinomial
texture;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999853568218489;test;30.0497325283333;3;14;88;13;14;3850;multinomial
wdbc;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996312049100894;train;1.33394667666667;7;240;494;20;22;399;binomial
wdbc;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989534198113208;test;1.33394667666667;7;240;494;20;22;399;binomial
197_cpu_act;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.130955270831794;train;13.31315875;5;200;410;11;16;5735;continuous
197_cpu_act;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187330569626146;test;13.31315875;5;200;410;11;16;5735;continuous
560_bodyfat;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.064360219264975;train;0.672767546666667;3;26;150;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.107331765623069;test;0.672767546666667;3;26;150;1;13;177;continuous
breast;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994364016133679;train;1.310131925;6;9;116;7;9;490;binomial
breast;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998586649271581;test;1.310131925;6;9;116;7;9;490;binomial
titanic;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125121737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785382775119617;train;1.14731077;7;7;102;2;7;1545;binomial
titanic;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125121737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789546137598386;test;1.14731077;7;7;102;2;7;1545;binomial
hypothyroid;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860482540921102;train;0.24541517;3;69;166;5;20;2215;binomial
hypothyroid;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839224658085278;test;0.24541517;3;69;166;5;20;2215;binomial
vehicle;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942963559991302;train;1.76593708666667;7;208;430;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939419100424535;test;1.76593708666667;7;208;430;13;13;593;multinomial
1196_BNG_pharynx;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667069924391892;train;32.467735575;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667952695550815;test;32.467735575;0;100;200;5;10;700000;continuous
dermatology;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.604613921666667;7;26;294;23;26;257;multinomial
dermatology;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959054591690251;test;0.604613921666667;7;26;294;23;26;257;multinomial
wine_quality_white;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.641799458935908;train;5.50280116;12;324;672;2;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.627543655382712;test;5.50280116;12;324;672;2;11;3429;multinomial
651_fri_c0_100_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.555889814048255;train;1.770073545;9;50;402;25;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510086840861557;test;1.770073545;9;50;402;25;25;70;continuous
diabetes;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815340236686391;train;0.668640788333333;3;160;326;8;8;538;binomial
diabetes;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781953522149601;test;0.668640788333333;3;160;326;8;8;538;binomial
satimage;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991184075531895;train;2.40247130166667;3;160;326;24;24;4505;multinomial
satimage;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982807039727465;test;2.40247130166667;3;160;326;24;24;4505;multinomial
mfeat_fourier;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986311075425443;train;1.117941905;6;66;264;30;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972548566516307;test;1.117941905;6;66;264;30;76;1400;multinomial
592_fri_c4_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823763235952886;train;0.191165698333333;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842378035101862;test;0.191165698333333;3;85;176;5;25;700;continuous
fars;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904514622262472;train;38.8499622466667;1;120;242;21;21;70678;multinomial
fars;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894926484230741;test;38.8499622466667;1;120;242;21;21;70678;multinomial
665_sleuth_case2002;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.74645393444158;train;0.270457471666667;3;12;76;1;6;103;continuous
665_sleuth_case2002;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.724472370835002;test;0.270457471666667;3;12;76;1;6;103;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.582681489799002;train;16.3492180966667;7;240;494;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593182379141294;test;16.3492180966667;7;240;494;9;9;21773;continuous
712_chscase_geyser1;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551451585900427;train;1.47863118;8;260;536;1;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52286492623311;test;1.47863118;8;260;536;1;2;156;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124153846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.694572782332505;train;0.672559211666667;3;160;326;2;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124153846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445900144663149;test;0.672559211666667;3;160;326;2;5;44;continuous
588_fri_c4_1000_100;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192459808814059;train;8.995961975;18;410;856;5;100;700;continuous
588_fri_c4_1000_100;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289502182199319;test;8.995961975;18;410;856;5;100;700;continuous
1030_ERA;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750021187163364;train;0.336538455;10;20;394;4;4;700;continuous
1030_ERA;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757869120754976;test;0.336538455;10;20;394;4;4;700;continuous
631_fri_c1_500_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126091032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806594390693385;train;0.723299638333333;7;10;152;5;5;350;continuous
631_fri_c1_500_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126091032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866311648276012;test;0.723299638333333;7;10;152;5;5;350;continuous
617_fri_c3_500_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820139868623555;train;0.623552053333333;6;10;132;5;5;350;continuous
617_fri_c3_500_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864004736125857;test;0.623552053333333;6;10;132;5;5;350;continuous
colic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897131331241596;train;1.64417633;5;22;190;3;22;258;binomial
colic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878295413506681;test;1.64417633;5;22;190;3;22;258;binomial
clean2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.524531935380336;train;32.9254426466667;5;90;220;98;105;4619;binomial
clean2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.521055499882221;test;32.9254426466667;5;90;220;98;105;4619;binomial
saheart;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.739454806312769;train;1.41245332166667;11;9;200;5;9;324;binomial
saheart;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805129494593915;test;1.41245332166667;11;9;200;5;9;324;binomial
218_house_8L;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.37580460794565;train;12.9580624416667;3;160;326;8;8;15949;continuous
218_house_8L;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374659581832941;test;12.9580624416667;3;160;326;8;8;15949;continuous
344_mv;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454736379827143;train;0.52484832;7;45;334;6;9;28538;continuous
344_mv;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.450800990660806;test;0.52484832;7;45;334;6;9;28538;continuous
601_fri_c1_250_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198653635532456;train;1.44997571333333;9;280;578;5;5;175;continuous
601_fri_c1_250_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357306565260152;test;1.44997571333333;9;280;578;5;5;175;continuous
591_fri_c1_100_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.67386018152166;train;0.665423318333333;7;20;298;10;10;70;continuous
591_fri_c1_100_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.20207852194518;test;0.665423318333333;7;20;298;10;10;70;continuous
contraceptive;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857184431021667;train;4.30519435666667;20;444;928;7;9;1032;multinomial
contraceptive;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.766351770603034;test;4.30519435666667;20;444;928;7;9;1032;multinomial
ring;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768187402347404;train;1.597408325;3;20;102;20;20;5180;binomial
ring;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779953176512845;test;1.597408325;3;20;102;20;20;5180;binomial
cleveland;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.78819462019462;train;1.66007578666667;7;224;462;9;13;213;multinomial
cleveland;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.591050847457627;test;1.66007578666667;7;224;462;9;13;213;multinomial
537_houses;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606607919972535;train;0.840763381666667;3;10;68;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.601410763194806;test;0.840763381666667;3;10;68;5;5;14448;continuous
537_houses;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.602714151857551;train;2.70210587666667;9;216;450;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.607494994484796;test;2.70210587666667;9;216;450;6;6;14448;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.634791755810487;train;1.66307320498333;18;125;816;10;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84143787702159;test;1.66307320498333;18;125;816;10;25;70;continuous
537_houses;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578046156768874;train;1.10462452001667;3;12;84;6;6;14448;continuous
537_houses;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578352450594043;test;1.10462452001667;3;12;84;6;6;14448;continuous
sleep;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124180902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.593831694964291;train;82.3125699016667;1;13;36;10;13;74136;multinomial
sleep;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124180902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.592508487796883;test;82.3125699016667;1;13;36;10;13;74136;multinomial
ring;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989301874408084;train;5.368541405;3;160;326;20;20;5180;binomial
ring;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98376456424841;test;5.368541405;3;160;326;20;20;5180;binomial
620_fri_c1_1000_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261834795311905;train;1.64028445166667;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361675833409561;test;1.64028445166667;3;160;326;5;25;700;continuous
hypothyroid;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946641705777918;train;0.531196851666667;7;75;334;8;20;2215;binomial
hypothyroid;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952023641269433;test;0.531196851666667;7;75;334;8;20;2215;binomial
agaricus_lepiota;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;5.74869975833333;3;160;326;20;20;5702;binomial
agaricus_lepiota;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;5.74869975833333;3;160;326;20;20;5702;binomial
197_cpu_act;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187260230741445;train;6.80059488333333;5;200;410;13;16;5735;continuous
197_cpu_act;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213383832115845;test;6.80059488333333;5;200;410;13;16;5735;continuous
collins;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.27281857;3;20;98;1;20;340;multinomial
collins;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.27281857;3;20;98;1;20;340;multinomial
631_fri_c1_500_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259608445819598;train;1.78936693166667;11;320;662;3;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419213760310275;test;1.78936693166667;11;320;662;3;5;350;continuous
biomed;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893117408906883;train;0.300969215;3;8;54;1;8;147;binomial
biomed;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813266443701226;test;0.300969215;3;8;54;1;8;147;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84156820622986;train;0.33208447;6;7;92;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.575;test;0.33208447;6;7;92;2;7;68;binomial
horse_colic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907109496626881;train;2.479969755;11;22;376;5;22;258;binomial
horse_colic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874124649859944;test;2.479969755;11;22;376;5;22;258;binomial
haberman;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.728999528079283;train;0.393172468333333;9;3;60;2;3;215;binomial
haberman;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.689655172413793;test;0.393172468333333;9;3;60;2;3;215;binomial
analcatdata_asbestos;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125100133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937931034482759;train;0.146125908333333;10;3;66;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125100133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7265625;test;0.146125908333333;10;3;66;3;3;59;binomial
649_fri_c0_500_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464272262160404;train;0.191869868333333;6;25;282;4;5;350;continuous
649_fri_c0_500_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463028230591911;test;0.191869868333333;6;25;282;4;5;350;continuous
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995467797508614;train;0.187142356666667;3;76;166;12;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99692118226601;test;0.187142356666667;3;76;166;12;22;399;binomial
650_fri_c0_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475181050278726;train;1.3485926;7;224;462;13;50;350;continuous
650_fri_c0_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489903640492136;test;1.3485926;7;224;462;13;50;350;continuous
pima;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837897329331178;train;0.619777418333333;12;32;536;7;8;538;binomial
pima;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832778904665315;test;0.619777418333333;12;32;536;7;8;538;binomial
letter;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968487771785261;train;11.378974565;3;160;326;10;16;14000;multinomial
letter;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962475437216165;test;11.378974565;3;160;326;10;16;14000;multinomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932;train;1.01828040166667;5;200;410;5;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978260869565217;test;1.01828040166667;5;200;410;5;6;65;binomial
641_fri_c1_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125210201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835942438909074;train;0.806710210016667;3;160;326;10;10;350;continuous
641_fri_c1_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125210201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836364711050119;test;0.806710210016667;3;160;326;10;10;350;continuous
1191_BNG_pbc;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.793396740273474;train;502.68746399;0;100;200;10;18;700000;continuous
1191_BNG_pbc;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.793832218012045;test;502.68746399;0;100;200;10;18;700000;continuous
556_analcatdata_apnea2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.240803310730544;train;0.1973696;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.598206838489672;test;0.1973696;3;6;48;0;3;333;continuous
678_visualizing_environmental;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126112955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.855918592768704;train;0.579371291666667;3;160;326;2;3;78;continuous
678_visualizing_environmental;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126112955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.810748603787698;test;0.579371291666667;3;160;326;2;3;78;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791226115395255;train;1.32749887333333;6;204;420;20;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84223581233539;test;1.32749887333333;6;204;420;20;50;700;continuous
505_tecator;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125084908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0949698762492997;train;0.162541975;3;89;186;6;19;168;continuous
505_tecator;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125084908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.113365537758218;test;0.162541975;3;89;186;6;19;168;continuous
294_satellite_image;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246882764819579;train;6.60647705333333;18;295;626;14;25;4505;continuous
294_satellite_image;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323029772105104;test;6.60647705333333;18;295;626;14;25;4505;continuous
606_fri_c2_1000_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784783684724065;train;0.484669101666667;9;50;418;8;10;700;continuous
606_fri_c2_1000_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817893675132659;test;0.484669101666667;9;50;418;8;10;700;continuous
225_puma8NH;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.762772381693152;train;0.527076513333333;11;40;502;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.752958578765938;test;0.527076513333333;11;40;502;2;8;5735;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.913051772696177;train;0.197422793333333;5;25;250;3;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.943516215623668;test;0.197422793333333;5;25;250;3;5;70;continuous
547_no2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.623766325608365;train;1.29774418833333;7;224;462;7;7;350;continuous
547_no2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.651797482647951;test;1.29774418833333;7;224;462;7;7;350;continuous
allbp;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996333271062955;train;2.17526997;3;160;326;5;25;2641;multinomial
allbp;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989822005778197;test;2.17526997;3;160;326;5;25;2641;multinomial
texture;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999980737967008;train;0.361021348333333;3;12;80;10;12;3850;multinomial
texture;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999090707911034;test;0.361021348333333;3;12;80;10;12;3850;multinomial
651_fri_c0_100_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.334548311005839;train;0.666406535;10;125;480;22;25;70;continuous
651_fri_c0_100_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847248811263177;test;0.666406535;10;125;480;22;25;70;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812339761366231;train;0.496614463333333;6;150;312;9;50;700;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848541321362745;test;0.496614463333333;6;150;312;9;50;700;continuous
agaricus_lepiota;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.439708171666667;3;48;102;20;20;5702;binomial
agaricus_lepiota;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.439708171666667;3;48;102;20;20;5702;binomial
628_fri_c3_1000_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833963303818136;train;0.33170161;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847002376358548;test;0.33170161;3;10;72;5;5;700;continuous
appendicitis;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923887587822014;train;2.22286536666667;13;360;746;4;4;75;binomial
appendicitis;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875;test;2.22286536666667;13;360;746;4;4;75;binomial
cloud;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.177184716666667;3;5;36;2;5;76;multinomial
cloud;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.177184716666667;3;5;36;2;5;76;multinomial
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coil2000;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125123725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700935675334467;test;3.61523413333333;10;141;460;2;59;6876;binomial
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839787445786797;train;0.835942371683333;3;160;326;5;10;700;continuous
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637_fri_c1_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353301539133089;test;4.42352371333333;15;352;734;4;50;350;continuous
magic;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839505996978729;train;1.208527585;13;36;536;9;9;13314;binomial
magic;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84485032360294;test;1.208527585;13;36;536;9;9;13314;binomial
ionosphere;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997051208285385;train;0.668040725;3;160;326;32;32;246;binomial
ionosphere;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977611940298507;test;0.668040725;3;160;326;32;32;246;binomial
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prnn_synth;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125124811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935897435897436;test;0.631237363333333;3;160;326;2;2;175;binomial
clean2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999960906257509;train;3.68201392166667;3;160;326;46;104;4619;binomial
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adult;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899770761284759;train;31.7578245700167;2;12;56;12;12;34190;binomial
adult;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893988332779071;test;31.7578245700167;2;12;56;12;12;34190;binomial
wdbc;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998380304502754;train;2.12661997;5;21;200;10;21;399;binomial
wdbc;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995750915750916;test;2.12661997;5;21;200;10;21;399;binomial
heart_h;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914577382841426;train;0.807235798333333;3;160;326;11;12;206;binomial
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606_fri_c2_1000_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802507124623952;train;1.58956479;7;20;292;10;10;700;continuous
606_fri_c2_1000_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779125790388801;test;1.58956479;7;20;292;10;10;700;continuous
allhypo;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976171808037787;train;2.66684309333333;3;160;326;25;25;2639;multinomial
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mnist;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.647249654498821;test;359.72120138665;1;25;52;81;656;49000;multinomial
auto;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919457087104814;train;4.3915327;5;20;184;15;20;142;multinomial
auto;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858258449624909;test;4.3915327;5;20;184;15;20;142;multinomial
695_chatfield_4;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.326145576510941;train;0.660778733333333;3;160;326;10;10;165;continuous
695_chatfield_4;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.325026847117842;test;0.660778733333333;3;160;326;10;10;165;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794306805141353;train;0.937108505;3;160;326;8;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802679204629936;test;0.937108505;3;160;326;8;10;700;continuous
horse_colic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856221622688689;train;0.748462108333333;3;160;326;2;22;258;binomial
horse_colic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829059829059829;test;0.748462108333333;3;160;326;2;22;258;binomial
653_fri_c0_250_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126101124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469007071786826;train;2.56757312;17;292;618;22;25;175;continuous
653_fri_c0_250_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126101124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526647179352056;test;2.56757312;17;292;618;22;25;175;continuous
confidence;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960740740740741;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;;-Inf;-Inf;;1;1;51;multinomial
557_analcatdata_apnea1;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.235589145204016;train;0.176446208333333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.187826166575384;test;0.176446208333333;3;6;48;3;3;333;continuous
dis;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8446790360418;train;2.31626811666667;20;100;880;25;25;2641;binomial
dis;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.673825723419953;test;2.31626811666667;20;100;880;25;25;2641;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990196078431373;train;0.0825670066666667;3;12;86;2;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946428571428571;test;0.0825670066666667;3;12;86;2;3;35;binomial
611_fri_c3_100_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126115339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753515243210606;train;0.346930478333333;8;20;344;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126115339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00150602619686;test;0.346930478333333;8;20;344;4;4;70;continuous
breast_w;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994672712861066;train;0.66702168;3;160;326;8;9;490;binomial
breast_w;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978913219789132;test;0.66702168;3;160;326;8;9;490;binomial
218_house_8L;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326151442464775;train;31.2265969916667;9;280;578;8;8;15949;continuous
218_house_8L;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361678649570198;test;31.2265969916667;9;280;578;8;8;15949;continuous
590_fri_c0_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376238962689159;train;1.80640413333333;3;160;326;10;50;700;continuous
590_fri_c0_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446744677098362;test;1.80640413333333;3;160;326;10;50;700;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826172139015333;train;0.435163413333333;10;166;352;10;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800051377764524;test;0.435163413333333;10;166;352;10;50;350;continuous
agaricus_lepiota;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.00240783666667;3;160;326;20;20;5702;binomial
agaricus_lepiota;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;4.00240783666667;3;160;326;20;20;5702;binomial
218_house_8L;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399393447830789;train;8.557054355;3;160;326;5;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395630758708369;test;8.557054355;3;160;326;5;8;15949;continuous
503_wind;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399517856096012;train;2.73868818666667;3;160;326;14;14;4602;continuous
503_wind;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446113952131283;test;2.73868818666667;3;160;326;14;14;4602;continuous
analcatdata_germangss;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868249525139314;train;1.25585591166667;6;220;452;5;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.743479110598488;test;1.25585591166667;6;220;452;5;5;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918144371654727;train;10.0540261433333;6;14;176;13;14;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796022577996716;test;10.0540261433333;6;14;176;13;14;280;multinomial
602_fri_c3_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838612307292422;train;1.03964287333333;7;18;266;3;9;175;continuous
602_fri_c3_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836567227329049;test;1.03964287333333;7;18;266;3;9;175;continuous
648_fri_c1_250_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126110453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770864079619309;train;1.299560545;6;220;452;23;50;175;continuous
648_fri_c1_250_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126110453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798464155788946;test;1.299560545;6;220;452;23;50;175;continuous
564_fried;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125135932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485623404810928;train;2.85216510666667;3;160;326;5;10;28538;continuous
564_fried;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125135932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487800430770575;test;2.85216510666667;3;160;326;5;10;28538;continuous
analcatdata_happiness;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876540927021696;train;1.55871909666667;8;260;536;2;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.613945578231293;test;1.55871909666667;8;260;536;2;3;42;multinomial
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31289326670021;train;3.44081802;7;240;494;14;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489583931391505;test;3.44081802;7;240;494;14;71;742;continuous
195_auto_price;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.36157109727458;train;1.27447359665;9;20;358;2;10;112;continuous
195_auto_price;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.447181287163109;test;1.27447359665;9;20;358;2;10;112;continuous
analcatdata_creditscore;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994169096209913;train;0.1653092;3;24;166;2;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972222222222222;test;0.1653092;3;24;166;2;6;70;binomial
637_fri_c1_500_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87149887371803;train;0.755344023333333;3;72;150;36;50;350;continuous
637_fri_c1_500_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860802193208622;test;0.755344023333333;3;72;150;36;50;350;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342298098841627;train;1.210941215;5;200;410;9;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449831481913355;test;1.210941215;5;200;410;9;10;175;continuous
tae;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.702706161666667;3;160;326;4;5;106;multinomial
tae;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.702706161666667;3;160;326;4;5;106;multinomial
210_cloud;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169942599904804;train;2.17067513166667;11;320;662;5;5;76;continuous
210_cloud;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341638008749703;test;2.17067513166667;11;320;662;5;5;76;continuous
satimage;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978298005688352;train;5.17203065833333;7;240;494;25;27;4505;multinomial
satimage;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977527274107885;test;5.17203065833333;7;240;494;25;27;4505;multinomial
586_fri_c3_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802760248387402;train;0.859736526666667;3;160;326;17;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833329425956828;test;0.859736526666667;3;160;326;17;25;700;continuous
601_fri_c1_250_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769970373295574;train;0.274306778333333;3;10;72;5;5;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853136546738561;test;0.274306778333333;3;10;72;5;5;175;continuous
505_tecator;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0816030543607992;train;1.25223987666667;6;220;452;15;16;168;continuous
505_tecator;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0993010568143504;test;1.25223987666667;6;220;452;15;16;168;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287034928187988;train;2.73928896833333;15;368;766;3;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381638635783548;test;2.73928896833333;15;368;766;3;5;70;continuous
ionosphere;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986660079051383;train;0.834224571666667;3;160;326;32;32;246;binomial
ionosphere;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959817729908865;test;0.834224571666667;3;160;326;32;32;246;binomial
ecoli;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986696106974869;train;0.758497561666667;3;160;326;5;6;229;multinomial
ecoli;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965205889118933;test;0.758497561666667;3;160;326;5;6;229;multinomial
695_chatfield_4;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.374397125502173;train;0.614074313333333;3;20;128;5;10;165;continuous
695_chatfield_4;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.391263934253687;test;0.614074313333333;3;20;128;5;10;165;continuous
glass2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869026013309135;train;1.95093716;20;293;626;8;9;115;binomial
glass2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642468239564428;test;1.95093716;20;293;626;8;9;115;binomial
643_fri_c2_500_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125113902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213032736578193;train;2.11488453833333;6;220;452;17;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125113902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388226068262043;test;2.11488453833333;6;220;452;17;25;350;continuous
hungarian;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916327595200835;train;0.417817633333333;7;48;334;3;12;206;binomial
hungarian;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862803234501348;test;0.417817633333333;7;48;334;3;12;206;binomial
phoneme;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803538887075576;train;0.452151145;10;20;308;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799224243777207;test;0.452151145;10;20;308;5;5;3783;binomial
flags;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83565688214094;train;6.98758631833333;9;39;390;19;39;125;multinomial
flags;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.700231729055258;test;6.98758631833333;9;39;390;19;39;125;multinomial
647_fri_c1_250_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795263362828378;train;1.63601913333333;6;220;452;9;10;175;continuous
647_fri_c1_250_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840844995269979;test;1.63601913333333;6;220;452;9;10;175;continuous
spambase;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877642695240058;train;1.57557321333333;3;38;136;5;55;3221;binomial
spambase;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870070514494646;test;1.57557321333333;3;38;136;5;55;3221;binomial
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455949778164514;train;0.426508873333333;5;130;270;27;71;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467207053611117;test;0.426508873333333;5;130;270;27;71;742;continuous
503_wind;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471527719578852;train;2.07405915335;9;232;482;13;14;4602;continuous
503_wind;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470186131841343;test;2.07405915335;9;232;482;13;14;4602;continuous
agaricus_lepiota;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125142838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.271341241666667;3;32;70;10;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125142838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.271341241666667;3;32;70;10;20;5702;binomial
irish;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125210049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851195997879671;train;0.5983839;3;160;326;2;4;350;binomial
irish;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125210049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840566714490674;test;0.5983839;3;160;326;2;4;350;binomial
564_fried;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472049660078209;train;7.72619230166667;8;48;376;5;10;28538;continuous
564_fried;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474732713928816;test;7.72619230166667;8;48;376;5;10;28538;continuous
1096_FacultySalaries;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21309619553379;train;0.854972541683333;6;211;434;1;2;35;continuous
1096_FacultySalaries;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.866107993181981;test;0.854972541683333;6;211;434;1;2;35;continuous
tokyo1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963184701133961;train;1.54822157168333;6;23;188;4;23;672;binomial
tokyo1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971206389239176;test;1.54822157168333;6;23;188;4;23;672;binomial
credit_a;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954607894279256;train;0.988273111666667;3;160;326;14;14;483;binomial
credit_a;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955563923931463;test;0.988273111666667;3;160;326;14;14;483;binomial
ann_thyroid;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999809941099545;train;3.742145485;3;160;326;11;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999577981750271;test;3.742145485;3;160;326;11;21;5040;multinomial
Hill_Valley_with_noise;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.572986055599965;train;2.14541698;10;300;620;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.525086663017698;test;2.14541698;10;300;620;1;1;849;binomial
597_fri_c2_500_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832048878538164;train;0.0914778083333333;3;25;156;5;5;350;continuous
597_fri_c2_500_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813135774250849;test;0.0914778083333333;3;25;156;5;5;350;continuous
522_pm10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85467495953135;train;0.97507232;3;160;326;7;7;350;continuous
522_pm10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889928148732713;test;0.97507232;3;160;326;7;7;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806787698694066;train;0.866893886666667;3;72;150;17;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897560729933326;test;0.866893886666667;3;72;150;17;50;350;continuous
credit_g;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812000079293495;train;1.42362423001667;16;80;712;5;20;700;binomial
credit_g;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747143364989081;test;1.42362423001667;16;80;712;5;20;700;binomial
547_no2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371026537031732;train;3.25475453666667;20;373;786;7;7;350;continuous
547_no2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.634301650222193;test;3.25475453666667;20;373;786;7;7;350;continuous
buggyCrx;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929814744671327;train;2.80341260168333;9;13;226;11;13;483;binomial
buggyCrx;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878159905937684;test;2.80341260168333;9;13;226;11;13;483;binomial
649_fri_c0_500_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477582530669871;train;0.745114165;7;10;152;4;5;350;continuous
649_fri_c0_500_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448103863190858;test;0.745114165;7;10;152;4;5;350;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50778341189557;train;0.782465361666667;3;50;146;4;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566855203894032;test;0.782465361666667;3;50;146;4;25;700;continuous
656_fri_c1_100_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81812367393831;train;0.90066451;3;160;326;5;5;70;continuous
656_fri_c1_100_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823085944994684;test;0.90066451;3;160;326;5;5;70;continuous
heart_statlog;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930909911944005;train;1.08672923;6;220;452;12;13;189;binomial
heart_statlog;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8360450563204;test;1.08672923;6;220;452;12;13;189;binomial
ionosphere;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962816455696202;train;0.728608076666667;3;160;326;32;32;246;binomial
ionosphere;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96209740769835;test;0.728608076666667;3;160;326;32;32;246;binomial
agaricus_lepiota;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.69531601666667;3;160;326;20;20;5702;binomial
agaricus_lepiota;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.69531601666667;3;160;326;20;20;5702;binomial
hungarian;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911659663865546;train;1.17079596333333;7;240;494;7;12;206;binomial
hungarian;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889423076923077;test;1.17079596333333;7;240;494;7;12;206;binomial
650_fri_c0_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343071019307761;train;1.26030457833333;5;200;410;10;50;350;continuous
650_fri_c0_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.454154387955398;test;1.26030457833333;5;200;410;10;50;350;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499461985059775;train;0.481764598316667;8;20;336;10;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.557110953471486;test;0.481764598316667;8;20;336;10;10;70;continuous
631_fri_c1_500_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869074073654003;train;1.62187630833333;7;240;494;4;5;350;continuous
631_fri_c1_500_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780600443396857;test;1.62187630833333;7;240;494;4;5;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8497585757745;train;2.58707059333333;9;50;402;21;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881397503795926;test;2.58707059333333;9;50;402;21;25;350;continuous
labor;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997150997150997;train;0.761186;3;160;326;10;15;40;binomial
labor;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9;test;0.761186;3;160;326;10;15;40;binomial
allhyper;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99453163045698;train;0.894807578333333;9;24;340;22;24;2640;multinomial
allhyper;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.856576983404169;test;0.894807578333333;9;24;340;22;24;2640;multinomial
auto;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881869682567623;train;4.33439068166667;5;20;176;16;20;142;multinomial
auto;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866562736205593;test;4.33439068166667;5;20;176;16;20;142;multinomial
biomed;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948715415019763;train;0.978870136666667;6;213;438;8;8;147;binomial
biomed;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967857142857143;test;0.978870136666667;6;213;438;8;8;147;binomial
wdbc;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997577258533434;train;1.67917467333333;5;21;192;21;21;399;binomial
wdbc;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994251179245283;test;1.67917467333333;5;21;192;21;21;399;binomial
1096_FacultySalaries;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.379585168441096;train;1.10349407166667;5;200;410;1;2;35;continuous
1096_FacultySalaries;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.384652034363293;test;1.10349407166667;5;200;410;1;2;35;continuous
573_cpu_act;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125132746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.1833405007893;train;5.52000664331667;12;32;524;16;16;5735;continuous
573_cpu_act;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125132746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.183114530608949;test;5.52000664331667;12;32;524;16;16;5735;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371216250568106;train;1.50353468;5;200;410;19;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.732948490704202;test;1.50353468;5;200;410;19;25;70;continuous
pendigits;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997652390706736;train;14.291481055;9;248;514;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997483870448576;test;14.291481055;9;248;514;16;16;7695;multinomial
648_fri_c1_250_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.741661306659427;train;1.32585347666667;9;100;402;14;50;175;continuous
648_fri_c1_250_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853593776225205;test;1.32585347666667;9;100;402;14;50;175;continuous
australian;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93428848619244;train;0.180548945;3;50;166;11;14;483;binomial
australian;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919848053181387;test;0.180548945;3;50;166;11;14;483;binomial
593_fri_c1_1000_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169618675814889;train;0.74289218335;3;160;326;9;10;700;continuous
593_fri_c1_1000_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316588512690922;test;0.74289218335;3;160;326;9;10;700;continuous
analcatdata_japansolvent;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926470588235294;train;0.56042492;3;160;326;2;4;37;binomial
analcatdata_japansolvent;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.625;test;0.56042492;3;160;326;2;4;37;binomial
shuttle;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125202415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805293607807673;train;44.340877565;1;8;24;4;8;40600;multinomial
shuttle;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125202415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.737681298249781;test;44.340877565;1;8;24;4;8;40600;multinomial
633_fri_c0_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499087565635586;train;0.800136141666667;3;49;150;25;25;350;continuous
633_fri_c0_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524675543986455;test;0.800136141666667;3;49;150;25;25;350;continuous
analcatdata_asbestos;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865162037037037;train;0.160421121666667;6;12;150;2;3;59;binomial
analcatdata_asbestos;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9;test;0.160421121666667;6;12;150;2;3;59;binomial
505_tecator;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0461374283656372;train;0.542044113333333;3;34;150;17;17;168;continuous
505_tecator;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0508649266337099;test;0.542044113333333;3;34;150;17;17;168;continuous
mfeat_karhunen;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999810689255442;train;2.69413715833333;3;160;326;35;64;1400;multinomial
mfeat_karhunen;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995751158137937;test;2.69413715833333;3;160;326;35;64;1400;multinomial
618_fri_c3_1000_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835846367397347;train;0.438795751666667;6;150;312;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847571694338656;test;0.438795751666667;6;150;312;5;50;700;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163113251333497;train;2.48205557;11;310;642;6;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365245037770318;test;2.48205557;11;310;642;6;10;350;continuous
537_houses;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606698149421922;train;0.179041535016667;3;25;152;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601083400763614;test;0.179041535016667;3;25;152;5;5;14448;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.55337095965025;train;1.35258792833333;7;224;462;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.566688292676946;test;1.35258792833333;7;224;462;5;5;175;continuous
1089_USCrime;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.527851106129133;train;0.74898287665;3;160;326;2;4;33;continuous
1089_USCrime;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.31326573756964;test;0.74898287665;3;160;326;2;4;33;continuous
tokyo1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998192349556834;train;1.08851883833333;3;160;326;14;21;672;binomial
tokyo1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977221366204417;test;1.08851883833333;3;160;326;14;21;672;binomial
599_fri_c2_1000_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809244776592871;train;0.114224473333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805978618037886;test;0.114224473333333;3;25;156;5;5;700;continuous
optdigits;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999474944941551;train;3.21209457;3;160;326;60;60;3934;multinomial
optdigits;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998513667417258;test;3.21209457;3;160;326;60;60;3934;multinomial
magic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851098967967341;train;0.345990891666667;3;36;158;8;9;13314;binomial
magic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847799419709534;test;0.345990891666667;3;36;158;8;9;13314;binomial
mnist;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984362666920149;train;37.98634372;3;65;136;243;518;49000;multinomial
mnist;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983192022763528;test;37.98634372;3;65;136;243;518;49000;multinomial
cleve;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126092630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967930291052821;train;0.308327136666667;5;52;250;11;13;213;binomial
cleve;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126092630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793478260869565;test;0.308327136666667;5;52;250;11;13;213;binomial
596_fri_c2_250_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124212040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817669584947003;train;0.522821561666667;6;10;132;5;5;175;continuous
596_fri_c2_250_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124212040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795493688500446;test;0.522821561666667;6;10;132;5;5;175;continuous
haberman;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78663293274299;train;0.69576776;3;160;326;2;3;215;binomial
haberman;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.636330409356725;test;0.69576776;3;160;326;2;3;215;binomial
calendarDOW;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72191577535915;train;0.50938105;12;14;312;2;14;280;multinomial
calendarDOW;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.637262755102041;test;0.50938105;12;14;312;2;14;280;multinomial
hypothyroid;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931757778004212;train;1.98391259;6;204;420;20;21;2215;binomial
hypothyroid;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942935319172943;test;1.98391259;6;204;420;20;21;2215;binomial
651_fri_c0_100_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.332716608278909;train;1.798465435;11;50;486;23;25;70;continuous
651_fri_c0_100_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79021273555344;test;1.798465435;11;50;486;23;25;70;continuous
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0396211816666667;3;4;32;0;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0396211816666667;3;4;32;0;1;849;binomial
breast_w;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997670807453416;train;0.792331866666667;3;160;326;6;8;490;binomial
breast_w;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995265914585012;test;0.792331866666667;3;160;326;6;8;490;binomial
597_fri_c2_500_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828819879700559;train;0.142380331666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808820337301216;test;0.142380331666667;3;25;156;5;5;350;continuous
582_fri_c1_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829259205636962;train;0.852296698333333;3;160;326;10;25;350;continuous
582_fri_c1_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870133813102875;test;0.852296698333333;3;160;326;10;25;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221078300035873;train;2.467401495;16;400;832;5;5;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.351246192309543;test;2.467401495;16;400;832;5;5;350;continuous
663_rabe_266;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.147485990193524;train;0.07793404;3;10;80;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.122736570735875;test;0.07793404;3;10;80;2;2;84;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254133421376224;train;1.475442255;8;260;536;3;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364481944952166;test;1.475442255;8;260;536;3;5;70;continuous
537_houses;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515090907201291;train;15.9396407683333;8;260;536;5;5;14448;continuous
537_houses;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524713197088921;test;15.9396407683333;8;260;536;5;5;14448;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124183629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801038880761214;train;0.848697108316667;11;214;458;34;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124183629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816778104934781;test;0.848697108316667;11;214;458;34;50;700;continuous
631_fri_c1_500_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836293945178122;train;0.118508741666667;3;25;156;5;5;350;continuous
631_fri_c1_500_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80750307861117;test;0.118508741666667;3;25;156;5;5;350;continuous
227_cpu_small;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.124151986757663;train;4.74888680333333;6;220;452;10;12;5735;continuous
227_cpu_small;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168553359211348;test;4.74888680333333;6;220;452;10;12;5735;continuous
backache;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89433962264151;train;3.620684145;20;499;1038;15;32;126;binomial
backache;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.579591836734694;test;3.620684145;20;499;1038;15;32;126;binomial
542_pollution;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.700350992413441;train;1.895332865;9;280;578;8;10;42;continuous
542_pollution;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740985016259409;test;1.895332865;9;280;578;8;10;42;continuous
horse_colic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928562074384494;train;1.45659442835;7;240;494;10;22;258;binomial
horse_colic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833333333333333;test;1.45659442835;7;240;494;10;22;258;binomial
auto;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954445264331628;train;1.58842465;5;200;410;20;21;142;multinomial
auto;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899231265628781;test;1.58842465;5;200;410;20;21;142;multinomial
657_fri_c2_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397794056801556;train;0.553888978333333;3;160;326;2;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413474589056591;test;0.553888978333333;3;160;326;2;10;175;continuous
spectf;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949440052700922;train;0.533222623333333;7;133;342;24;44;245;binomial
spectf;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890039447731756;test;0.533222623333333;7;133;342;24;44;245;binomial
tokyo1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988901415020992;train;1.10738459;3;160;326;23;23;672;binomial
tokyo1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983923985618901;test;1.10738459;3;160;326;23;23;672;binomial
prnn_crabs;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997542997542998;train;0.042381655;3;12;54;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.042381655;3;12;54;3;3;140;binomial
wdbc;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994293097878755;train;0.882865981666667;3;21;128;14;21;399;binomial
wdbc;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986880896226415;test;0.882865981666667;3;21;128;14;21;399;binomial
192_vineyard;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483228777488819;train;1.66227601666667;10;300;620;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.545981005627929;test;1.66227601666667;10;300;620;2;2;37;continuous
waveform_40;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991160368378491;train;3.26570218;3;160;326;40;40;3500;multinomial
waveform_40;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971161378359825;test;3.26570218;3;160;326;40;40;3500;multinomial
615_fri_c4_250_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809186608162911;train;0.359452563333333;8;45;376;4;9;175;continuous
615_fri_c4_250_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784179063008023;test;0.359452563333333;8;45;376;4;9;175;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439723394256345;train;0.6619362;7;170;354;40;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452204445462445;test;0.6619362;7;170;354;40;71;742;continuous
344_mv;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451511313151407;train;0.256767888333333;3;45;166;5;9;28538;continuous
344_mv;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453495036379826;test;0.256767888333333;3;45;166;5;9;28538;continuous
Hill_Valley_with_noise;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540779334695328;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.524170976574384;test;;-Inf;-Inf;;1;1;849;binomial
602_fri_c3_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268182363963104;train;0.575839758333333;3;160;326;5;9;175;continuous
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529_pollen;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43212924610354;train;2.04557992166667;20;244;528;4;4;2694;continuous
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218_house_8L;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50835472761125;train;5.3207815;10;16;336;7;8;15949;continuous
218_house_8L;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506713095717156;test;5.3207815;10;16;336;7;8;15949;continuous
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adult;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902028791086544;test;2.789209415;6;48;292;9;12;34190;binomial
344_mv;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140117214764222;train;5.24385548166667;5;200;410;6;9;28538;continuous
344_mv;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139060730764772;test;5.24385548166667;5;200;410;6;9;28538;continuous
lupus;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846109839816934;train;0.553780746666667;3;160;326;2;2;61;binomial
lupus;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.869047619047619;test;0.553780746666667;3;160;326;2;2;61;binomial
606_fri_c2_1000_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800955562239151;train;0.886700718333333;3;160;326;10;10;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808218538477015;test;0.886700718333333;3;160;326;10;10;700;continuous
227_cpu_small;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314800453543728;train;1.74108518166667;5;24;192;3;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339293811899606;test;1.74108518166667;5;24;192;3;12;5735;continuous
german;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125193537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814004846779237;train;1.24668515;14;80;628;9;20;700;binomial
german;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125193537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.772522993311037;test;1.24668515;14;80;628;9;20;700;binomial
611_fri_c3_100_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742292001696429;train;1.05934020666667;3;160;326;4;4;70;continuous
611_fri_c3_100_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.08055388480907;test;1.05934020666667;3;160;326;4;4;70;continuous
colic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892456937952232;train;1.56493796;7;240;494;8;22;258;binomial
colic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910436980859516;test;1.56493796;7;240;494;8;22;258;binomial
647_fri_c1_250_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854683628004573;train;0.376689291666667;8;50;376;5;10;175;continuous
647_fri_c1_250_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.772837654619046;test;0.376689291666667;8;50;376;5;10;175;continuous
letter;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981289272500529;train;89.017564325;1;16;42;16;16;14000;multinomial
letter;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980451901890041;test;89.017564325;1;16;42;16;16;14000;multinomial
sleep;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89250084788177;train;3.60591662;5;13;130;12;13;74136;multinomial
sleep;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891630421247098;test;3.60591662;5;13;130;12;13;74136;multinomial
1191_BNG_pbc;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.787673952039318;train;365.795445050017;0;100;200;10;18;700000;continuous
1191_BNG_pbc;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.787514082381806;test;365.795445050017;0;100;200;10;18;700000;continuous
706_sleuth_case1202;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425199973432482;train;2.23477684833333;20;371;784;6;6;66;continuous
706_sleuth_case1202;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.665344910388664;test;2.23477684833333;20;371;784;6;6;66;continuous
dermatology;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977778297231313;train;0.513360136666667;7;25;280;8;25;257;multinomial
dermatology;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97010605079431;test;0.513360136666667;7;25;280;8;25;257;multinomial
german;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802268041237113;train;3.3949541;10;20;370;10;20;700;binomial
german;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780793433652531;test;3.3949541;10;20;370;10;20;700;binomial
dis;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831829814459373;train;2.65751336833333;13;344;714;25;25;2641;binomial
dis;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683068284285597;test;2.65751336833333;13;344;714;25;25;2641;binomial
cleve;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950847457627119;train;0.193075098333333;3;52;166;13;13;213;binomial
cleve;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872835230084117;test;0.193075098333333;3;52;166;13;13;213;binomial
505_tecator;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0910804869012312;train;1.08291040666667;7;36;318;17;18;168;continuous
505_tecator;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.111450355779393;test;1.08291040666667;7;36;318;17;18;168;continuous
segmentation;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99215131463559;train;2.08781444166667;3;160;326;5;14;1617;multinomial
segmentation;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993807285941596;test;2.08781444166667;3;160;326;5;14;1617;multinomial
ann_thyroid;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990336603442232;train;3.242611575;5;200;410;6;20;5040;multinomial
ann_thyroid;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989075629754242;test;3.242611575;5;200;410;6;20;5040;multinomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829254079254079;train;0.439737723333333;16;12;392;2;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93006993006993;test;0.439737723333333;16;12;392;2;3;59;binomial
shuttle;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.720293513274917;train;1.57085775333333;0;4;8;1;7;40600;multinomial
shuttle;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694462218073258;test;1.57085775333333;0;4;8;1;7;40600;multinomial
195_auto_price;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.334850258848654;train;0.721269441666667;12;50;554;10;10;112;continuous
195_auto_price;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.367838354906995;test;0.721269441666667;12;50;554;10;10;112;continuous
backache;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.12139791333333;20;124;888;27;31;126;binomial
backache;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656534954407295;test;2.12139791333333;20;124;888;27;31;126;binomial
706_sleuth_case1202;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.546439281753389;train;0.356151625;7;30;344;4;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495449336064056;test;0.356151625;7;30;344;4;6;66;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826676595549507;train;0.219031378333333;3;90;186;15;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880546508376582;test;0.219031378333333;3;90;186;15;50;700;continuous
irish;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.852925680792914;train;1.35553637166667;8;260;536;3;4;350;binomial
irish;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.844462689290275;test;1.35553637166667;8;260;536;3;4;350;binomial
592_fri_c4_1000_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819001478879128;train;1.68026164166667;8;260;536;12;25;700;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824493354759727;test;1.68026164166667;8;260;536;12;25;700;continuous
579_fri_c0_250_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346888123579283;train;1.41489957;8;260;536;5;5;175;continuous
579_fri_c0_250_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.450296611001467;test;1.41489957;8;260;536;5;5;175;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270361360547976;train;1.05331819833333;5;200;410;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326055353636157;test;1.05331819833333;5;200;410;5;10;700;continuous
sonar;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125144739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984976525821596;train;2.39658802833333;12;340;704;52;60;146;binomial
sonar;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125144739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853632478632479;test;2.39658802833333;12;340;704;52;60;146;binomial
519_vinnie;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469409454686581;train;0.933376926666667;3;160;326;2;2;266;continuous
519_vinnie;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493248809549779;test;0.933376926666667;3;160;326;2;2;266;continuous
579_fri_c0_250_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.545669902346312;train;0.835942281666667;3;160;326;5;5;175;continuous
579_fri_c0_250_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539529238924358;test;0.835942281666667;3;160;326;5;5;175;continuous
optdigits;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125182615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998768108585672;train;7.93863356333333;3;160;326;59;59;3934;multinomial
optdigits;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125182615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998656715192774;test;7.93863356333333;3;160;326;59;59;3934;multinomial
657_fri_c2_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805671788023525;train;1.71227555;11;20;444;10;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80973442643504;test;1.71227555;11;20;444;10;10;175;continuous
542_pollution;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.618140071989205;train;0.910252525;3;160;326;5;9;42;continuous
542_pollution;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782138502812526;test;0.910252525;3;160;326;5;9;42;continuous
penguins;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.519532105;3;7;42;7;7;241;multinomial
penguins;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.519532105;3;7;42;7;7;241;multinomial
542_pollution;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.5027644392328;train;1.83576098;13;26;540;13;13;42;continuous
542_pollution;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517627141599904;test;1.83576098;13;26;540;13;13;42;continuous
crx;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929733286541498;train;3.004047655;9;13;242;10;13;483;binomial
crx;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908403361344538;test;3.004047655;9;13;242;10;13;483;binomial
new_thyroid;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999860646599777;train;0.721392303333333;3;160;326;5;5;151;multinomial
new_thyroid;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992094861660079;test;0.721392303333333;3;160;326;5;5;151;multinomial
294_satellite_image;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445488673423862;train;1.83730544666667;8;212;440;24;24;4505;continuous
294_satellite_image;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.464713633797346;test;1.83730544666667;8;212;440;24;24;4505;continuous
207_autoPrice;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.409438275816988;train;1.06271792666667;5;200;410;7;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.434465028697139;test;1.06271792666667;5;200;410;7;12;112;continuous
654_fri_c0_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.519380759995761;train;0.493993805;10;50;460;6;10;350;continuous
654_fri_c0_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.53906797958407;test;0.493993805;10;50;460;6;10;350;continuous
analcatdata_japansolvent;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124190747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970238095238095;train;0.913799496666667;5;200;410;2;5;37;binomial
analcatdata_japansolvent;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124190747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.805555555555556;test;0.913799496666667;5;200;410;2;5;37;binomial
prnn_synth;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927712418300653;train;0.0808951;3;2;16;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953571428571429;test;0.0808951;3;2;16;2;2;175;binomial
227_cpu_small;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.348521786405987;train;1.11423088335;5;23;164;1;12;5735;continuous
227_cpu_small;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.323286479223021;test;1.11423088335;5;23;164;1;12;5735;continuous
210_cloud;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.233426894661397;train;1.34294755166667;11;299;620;3;5;76;continuous
210_cloud;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.324540939866507;test;1.34294755166667;11;299;620;3;5;76;continuous
banana;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125143631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545728026314824;train;0.0894648383333333;3;8;64;2;2;3710;binomial
banana;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125143631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527120545179041;test;0.0894648383333333;3;8;64;2;2;3710;binomial
1201_BNG_breastTumor;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915324332312085;train;0.950318353333333;6;45;292;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914008244686866;test;0.950318353333333;6;45;292;9;9;81648;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850195354838735;train;1.07860641;3;72;150;10;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821502219296745;test;1.07860641;3;72;150;10;49;350;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828107559982461;train;0.200953145;3;90;186;10;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891114897895792;test;0.200953145;3;90;186;10;50;700;continuous
titanic;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757604606131618;train;0.744642888333333;13;28;516;7;7;1545;binomial
titanic;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767102524416929;test;0.744642888333333;13;28;516;7;7;1545;binomial
648_fri_c1_250_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.691766691655025;train;0.947189796666667;3;72;150;50;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833416278630764;test;0.947189796666667;3;72;150;50;50;175;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125210310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523512384199289;train;2.13988155166667;10;20;412;10;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125210310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53851229230246;test;2.13988155166667;10;20;412;10;10;350;continuous
allhypo;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828367397959184;train;2.901129915;8;212;440;11;25;2639;multinomial
allhypo;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819422886618912;test;2.901129915;8;212;440;11;25;2639;multinomial
heart_statlog;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972634508348794;train;1.29713485501667;17;52;762;10;13;189;binomial
heart_statlog;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.828641370869033;test;1.29713485501667;17;52;762;10;13;189;binomial
197_cpu_act;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.180233261438351;train;0.281498108333333;5;85;260;17;17;5735;continuous
197_cpu_act;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.19284557828678;test;0.281498108333333;5;85;260;17;17;5735;continuous
195_auto_price;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.34079062183317;train;0.62225406;10;50;470;4;10;112;continuous
195_auto_price;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.448701373781437;test;0.62225406;10;50;470;4;10;112;continuous
1196_BNG_pharynx;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.66110622793901;train;21.699465975;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661863202741829;test;21.699465975;3;20;134;10;10;700000;continuous
titanic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849177993252356;train;4.46685034333333;16;420;872;7;7;1545;binomial
titanic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797814685314685;test;4.46685034333333;16;420;872;7;7;1545;binomial
glass2;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.786016949152542;train;0.925586216666667;10;9;186;9;9;115;binomial
glass2;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7375;test;0.925586216666667;10;9;186;9;9;115;binomial
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916674746570161;train;4.487634565;5;18;196;8;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914614050303556;test;4.487634565;5;18;196;8;9;81648;continuous
schizo;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827445624055794;train;3.05556220333333;18;396;828;2;13;238;multinomial
schizo;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.648607932875667;test;3.05556220333333;18;396;828;2;13;238;multinomial
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126103036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.880100305007843;train;47.9870808666667;1;120;242;5;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126103036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.887024259565968;test;47.9870808666667;1;120;242;5;9;81648;continuous
analcatdata_asbestos;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848502304147466;train;0.52926658665;18;12;436;2;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918518518518519;test;0.52926658665;18;12;436;2;3;59;binomial
confidence;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957156385281385;train;0.572171503333333;3;160;326;1;1;51;multinomial
confidence;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920833333333333;test;0.572171503333333;3;160;326;1;1;51;multinomial
605_fri_c2_250_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.771922412189569;train;1.44891955666667;6;50;276;23;25;175;continuous
605_fri_c2_250_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772956864936511;test;1.44891955666667;6;50;276;23;25;175;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485260667224962;train;0.110264481666667;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487564571299615;test;0.110264481666667;3;25;156;5;5;700;continuous
218_house_8L;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451017116666323;train;0.391660991683333;6;40;292;8;8;15949;continuous
218_house_8L;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.43369983071996;test;0.391660991683333;6;40;292;8;8;15949;continuous
prnn_crabs;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996519246519247;train;0.61580466;3;160;326;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.61580466;3;160;326;3;3;140;binomial
597_fri_c2_500_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822757226202193;train;0.187647085;3;10;72;5;5;350;continuous
597_fri_c2_500_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815439901218904;test;0.187647085;3;10;72;5;5;350;continuous
637_fri_c1_500_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235367980168594;train;3.17852349666667;9;248;514;28;50;350;continuous
637_fri_c1_500_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414425187874748;test;3.17852349666667;9;248;514;28;50;350;continuous
breast_w;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989394732904384;train;0.67440832;3;160;326;7;8;490;binomial
breast_w;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990554899645809;test;0.67440832;3;160;326;7;8;490;binomial
heart_c;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914897413024086;train;0.557395356666667;3;160;326;11;13;213;binomial
heart_c;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900544285007422;test;0.557395356666667;3;160;326;11;13;213;binomial
allhypo;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849973520408163;train;2.70862975166667;9;248;514;20;25;2639;multinomial
allhypo;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8382551681722;test;2.70862975166667;9;248;514;20;25;2639;multinomial
582_fri_c1_500_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214158451381902;train;3.31672946833333;10;300;620;5;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355136504942038;test;3.31672946833333;10;300;620;5;25;350;continuous
backache;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822159090909091;train;5.04014099;19;31;810;13;31;126;binomial
backache;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.632098765432099;test;5.04014099;19;31;810;13;31;126;binomial
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799748996087013;train;1.07473077166667;5;98;234;22;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838398910172421;test;1.07473077166667;5;98;234;22;50;700;continuous
backache;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792916871618298;train;4.52472575833333;14;31;600;26;31;126;binomial
backache;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.736111111111111;test;4.52472575833333;14;31;600;26;31;126;binomial
saheart;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81965877914952;train;0.595559223333333;3;160;326;9;9;324;binomial
saheart;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735912343470483;test;0.595559223333333;3;160;326;9;9;324;binomial
breast;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994564393939394;train;0.78560772;3;160;326;8;9;490;binomial
breast;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99170524691358;test;0.78560772;3;160;326;8;9;490;binomial
659_sleuth_ex1714;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.3761878735123;train;0.867266026666667;5;200;410;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.59081614354824;test;0.867266026666667;5;200;410;1;1;33;continuous
analcatdata_asbestos;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846198156682028;train;0.214859093333333;9;12;224;2;3;59;binomial
analcatdata_asbestos;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918518518518519;test;0.214859093333333;9;12;224;2;3;59;binomial
buggyCrx;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92637133707517;train;0.879681873333333;13;52;586;3;13;483;binomial
buggyCrx;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866549088771311;test;0.879681873333333;13;52;586;3;13;483;binomial
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831417034173987;train;2.09463974333333;6;132;276;11;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859096078425345;test;2.09463974333333;6;132;276;11;100;700;continuous
564_fried;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490029231956089;train;0.589255946666667;7;50;334;8;10;28538;continuous
564_fried;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489162531568251;test;0.589255946666667;7;50;334;8;10;28538;continuous
cars;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788491385238011;train;1.15460688668333;7;7;104;2;7;275;multinomial
cars;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.787498537498538;test;1.15460688668333;7;7;104;2;7;275;multinomial
cmc;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.805577902923036;train;2.579808805;11;304;630;9;9;1032;multinomial
cmc;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742479101210502;test;2.579808805;11;304;630;9;9;1032;multinomial
ring;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.822426796805679;train;0.80656404;9;79;418;20;20;5180;binomial
ring;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801434862814384;test;0.80656404;9;79;418;20;20;5180;binomial
calendarDOW;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125111637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901505212528782;train;2.74746480333333;20;343;726;9;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125111637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.790243367346939;test;2.74746480333333;20;343;726;9;13;280;multinomial
651_fri_c0_100_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.514019075715377;train;1.45979336;9;50;402;24;25;70;continuous
651_fri_c0_100_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.689654363865152;test;1.45979336;9;50;402;24;25;70;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125135119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778773644788014;train;1.21928558666667;5;200;410;17;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125135119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873995419738596;test;1.21928558666667;5;200;410;17;25;350;continuous
clean2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970499786657075;train;4.75067375831667;9;248;514;106;110;4619;binomial
clean2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958240932387148;test;4.75067375831667;9;248;514;106;110;4619;binomial
nikuradse_1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.18225278033321;train;0.144846010016667;6;10;140;2;2;254;continuous
nikuradse_1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.196721880517573;test;0.144846010016667;6;10;140;2;2;254;continuous
584_fri_c4_500_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204106596501768;train;2.84386105666667;13;360;746;7;24;350;continuous
584_fri_c4_500_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336622118515489;test;2.84386105666667;13;360;746;7;24;350;continuous
1096_FacultySalaries;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.323819747531585;train;0.763281661666667;3;160;326;2;2;35;continuous
1096_FacultySalaries;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.533564663615725;test;0.763281661666667;3;160;326;2;2;35;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795102488583465;train;30.0938049433333;4;36;188;16;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796344550466279;test;30.0938049433333;4;36;188;16;18;700000;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.742614134733259;train;0.959763531666667;3;72;150;50;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807243160182962;test;0.959763531666667;3;72;150;50;50;175;continuous
banana;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125184116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550670793264802;train;0.182917908333333;7;8;128;2;2;3710;binomial
banana;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125184116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.543746791096614;test;0.182917908333333;7;8;128;2;2;3710;binomial
allrep;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.726960784313726;train;1.306595795;14;24;572;1;24;2641;multinomial
allrep;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.7154485428051;test;1.306595795;14;24;572;1;24;2641;multinomial
608_fri_c3_1000_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832788519962209;train;0.522284601666667;5;20;206;6;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856723739846583;test;0.522284601666667;5;20;206;6;10;700;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813432747241891;train;0.207780291666667;3;90;186;5;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782090910677357;test;0.207780291666667;3;90;186;5;25;350;continuous
analcatdata_bankruptcy;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990196078431373;train;0.06709055;3;16;76;4;4;35;binomial
analcatdata_bankruptcy;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.06709055;3;16;76;4;4;35;binomial
645_fri_c3_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801093687985351;train;1.22039878833333;5;200;410;12;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.900321282581423;test;1.22039878833333;5;200;410;12;50;350;continuous
344_mv;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394227704713117;train;0.652495783333333;8;50;376;7;10;28538;continuous
344_mv;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.393182108132102;test;0.652495783333333;8;50;376;7;10;28538;continuous
cleve;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940613026819923;train;2.60991011166667;12;340;704;10;13;213;binomial
cleve;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881347410759176;test;2.60991011166667;12;340;704;10;13;213;binomial
591_fri_c1_100_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.723641217602354;train;0.263504281666667;6;50;302;8;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.13002609632149;test;0.263504281666667;6;50;302;8;10;70;continuous
618_fri_c3_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823264317115895;train;0.235007253333333;3;90;186;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859712630446917;test;0.235007253333333;3;90;186;5;50;700;continuous
waveform_21;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124211119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963590110000243;train;1.47993265833333;3;160;326;18;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124211119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971684373802783;test;1.47993265833333;3;160;326;18;21;3500;multinomial
594_fri_c2_100_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.513971406590832;train;0.939100753333333;5;200;410;3;5;70;continuous
594_fri_c2_100_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.907592899306182;test;0.939100753333333;5;200;410;3;5;70;continuous
654_fri_c0_500_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125184701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517779516009041;train;0.340964525;7;50;334;8;10;350;continuous
654_fri_c0_500_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125184701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541486056202031;test;0.340964525;7;50;334;8;10;350;continuous
contraceptive;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734898620994199;train;0.169137506666667;6;9;116;9;9;1032;multinomial
contraceptive;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.737834419459664;test;0.169137506666667;6;9;116;9;9;1032;multinomial
buggyCrx;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934661340862918;train;1.79925727166667;7;14;190;12;14;483;binomial
buggyCrx;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871252204585538;test;1.79925727166667;7;14;190;12;14;483;binomial
ann_thyroid;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991931968813985;train;32.4554586533333;4;21;154;3;21;5040;multinomial
ann_thyroid;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990048267138501;test;32.4554586533333;4;21;154;3;21;5040;multinomial
allhyper;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98386329412768;train;4.08436886333333;12;260;544;24;24;2640;multinomial
allhyper;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855434122647237;test;4.08436886333333;12;260;544;24;24;2640;multinomial
letter;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978133949970542;train;33.0559495649833;3;160;326;16;16;14000;multinomial
letter;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977435766702647;test;33.0559495649833;3;160;326;16;16;14000;multinomial
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196740265649688;train;1.23450175166667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284915215589346;test;1.23450175166667;3;160;326;5;5;700;continuous
615_fri_c4_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800206178771362;train;0.130547445;3;50;166;7;10;175;continuous
615_fri_c4_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897666887396555;test;0.130547445;3;50;166;7;10;175;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508414728063011;train;0.256799743333333;5;122;270;18;25;350;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.550235696188562;test;0.256799743333333;5;122;270;18;25;350;continuous
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confidence;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96;test;;-Inf;-Inf;;1;1;51;multinomial
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1191_BNG_pbc;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782650602298919;train;34.1284887183333;3;36;146;18;18;700000;continuous
1191_BNG_pbc;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.781964198616854;test;34.1284887183333;3;36;146;18;18;700000;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126102218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488560260629295;train;1.78670017166667;6;50;272;13;25;700;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126102218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.539317634365552;test;1.78670017166667;6;50;272;13;25;700;continuous
page_blocks;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961626639112124;train;34.1119694816667;10;8;166;5;8;3832;multinomial
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197_cpu_act;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214912120719368;train;4.69792396333333;3;160;326;10;16;5735;continuous
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spectf;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933205759066885;train;0.500618253333333;7;149;342;21;44;245;binomial
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analcatdata_authorship;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999885347397386;test;2.960904265;3;49;106;70;70;589;multinomial
195_auto_price;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.414487874965853;train;0.672524258333333;3;160;326;7;9;112;continuous
195_auto_price;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.389216261116416;test;0.672524258333333;3;160;326;7;9;112;continuous
560_bodyfat;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.060164434910094;train;1.29579208331667;5;200;410;3;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0491320466600125;test;1.29579208331667;5;200;410;3;13;177;continuous
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294_satellite_image;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125101007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459313143943942;train;0.233726171666667;3;85;176;27;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125101007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.444082732334618;test;0.233726171666667;3;85;176;27;27;4505;continuous
695_chatfield_4;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440785163485082;train;0.330794918333333;5;10;112;1;5;165;continuous
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crx;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913386651765445;train;0.825183101666667;11;52;502;4;13;483;binomial
crx;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911907882419023;test;0.825183101666667;11;52;502;4;13;483;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996042855604609;train;0.665920533333333;3;160;326;13;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992629716981132;test;0.665920533333333;3;160;326;13;22;399;binomial
608_fri_c3_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262220142226325;train;1.07852348;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343763211043309;test;1.07852348;3;160;326;5;10;700;continuous
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crx;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917740429505135;test;1.65368147833333;9;13;232;6;13;483;binomial
crx;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917630007334195;train;2.72621334166667;12;13;318;4;13;483;binomial
crx;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91293765212507;test;2.72621334166667;12;13;318;4;13;483;binomial
analcatdata_asbestos;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824074074074074;train;0.534258948333333;3;160;326;1;3;59;binomial
analcatdata_asbestos;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760714285714286;test;0.534258948333333;3;160;326;1;3;59;binomial
dermatology;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999929271270735;train;0.841462926666667;3;160;326;25;25;257;multinomial
dermatology;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998894736842105;test;0.841462926666667;3;160;326;25;25;257;multinomial
649_fri_c0_500_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465174992252694;train;0.891572038333333;3;160;326;5;5;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453681967924699;test;0.891572038333333;3;160;326;5;5;350;continuous
225_puma8NH;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.738464041770729;train;0.13177022665;3;40;166;2;8;5735;continuous
225_puma8NH;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771016541741819;test;0.13177022665;3;40;166;2;8;5735;continuous
waveform_21;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969157587327362;train;2.72095945168333;6;220;452;18;21;3500;multinomial
waveform_21;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968593510562997;test;2.72095945168333;6;220;452;18;21;3500;multinomial
1089_USCrime;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.38647440612838;train;0.415243918333333;7;10;146;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.612537780811002;test;0.415243918333333;7;10;146;5;5;33;continuous
collins;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;3.12381557166667;6;220;452;1;20;340;multinomial
collins;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;3.12381557166667;6;220;452;1;20;340;multinomial
712_chscase_geyser1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476914898655242;train;0.561305125;3;160;326;1;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342007651491591;test;0.561305125;3;160;326;1;2;156;continuous
1089_USCrime;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124161842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399090393069338;train;0.0858495716666667;3;15;120;3;3;33;continuous
1089_USCrime;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124161842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348116858109482;test;0.0858495716666667;3;15;120;3;3;33;continuous
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644_fri_c4_250_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126095806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855665546597978;train;2.20032695001667;10;48;444;19;24;175;continuous
644_fri_c4_250_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126095806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80246289992598;test;2.20032695001667;10;48;444;19;24;175;continuous
waveform_40;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124183232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955712082243883;train;1.47560278666667;3;160;326;15;40;3500;multinomial
waveform_40;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124183232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958045434883609;test;1.47560278666667;3;160;326;15;40;3500;multinomial
595_fri_c0_1000_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483593035258992;train;1.584847185;6;204;420;9;10;700;continuous
595_fri_c0_1000_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507138118487773;test;1.584847185;6;204;420;9;10;700;continuous
allrep;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93927203996548;train;16.908455095;5;24;212;4;24;2641;multinomial
allrep;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910206255004705;test;16.908455095;5;24;212;4;24;2641;multinomial
clean1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.822728168333333;3;160;326;1;88;334;binomial
clean1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.822728168333333;3;160;326;1;88;334;binomial
547_no2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433887837790171;train;0.968621298333333;3;160;326;7;7;350;continuous
547_no2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.602906434177109;test;0.968621298333333;3;160;326;7;7;350;continuous
penguins;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.470938430016667;3;7;50;5;7;241;multinomial
penguins;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.470938430016667;3;7;50;5;7;241;multinomial
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862666595130838;train;0.861083258333333;5;50;230;24;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818313954966166;test;0.861083258333333;5;50;230;24;25;700;continuous
mfeat_zernike;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990383403272306;train;0.688312986666667;5;32;222;27;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968475364149523;test;0.688312986666667;5;32;222;27;32;1400;multinomial
618_fri_c3_1000_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197068685206918;train;5.37790545335;15;352;734;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296975061615548;test;5.37790545335;15;352;734;5;50;700;continuous
ionosphere;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936591998854935;train;1.248002165;6;220;452;29;32;246;binomial
ionosphere;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794117647058824;test;1.248002165;6;220;452;29;32;246;binomial
605_fri_c2_250_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246083370073019;train;3.04658876833333;15;349;728;3;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412068059169981;test;3.04658876833333;15;349;728;3;25;175;continuous
buggyCrx;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938406046623739;train;2.53479072333333;14;14;364;11;14;483;binomial
buggyCrx;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882471095434059;test;2.53479072333333;14;14;364;11;14;483;binomial
appendicitis;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98536299765808;train;1.45669782166667;7;240;494;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.708333333333333;test;1.45669782166667;7;240;494;1;4;75;binomial
banana;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545728026314824;train;0.128720215;5;8;96;2;2;3710;binomial
banana;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527120545179041;test;0.128720215;5;8;96;2;2;3710;binomial
fars;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924686672487756;train;38.3989178866667;0;100;200;21;21;70678;multinomial
fars;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897067897912591;test;38.3989178866667;0;100;200;21;21;70678;multinomial
wine_quality_white;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126094211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.639906800468326;train;3.23846854333333;3;160;326;2;11;3429;multinomial
wine_quality_white;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126094211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.605569351809161;test;3.23846854333333;3;160;326;2;11;3429;multinomial
647_fri_c1_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814625108764142;train;0.537067525;3;20;130;5;10;175;continuous
647_fri_c1_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85338000392571;test;0.537067525;3;20;130;5;10;175;continuous
666_rmftsa_ladata;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515382680276427;train;0.742148615;3;160;326;10;10;356;continuous
666_rmftsa_ladata;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.747645155928709;test;0.742148615;3;160;326;10;10;356;continuous
banana;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97879101595483;train;2.14168495833333;3;160;326;2;2;3710;binomial
banana;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964895858834598;test;2.14168495833333;3;160;326;2;2;3710;binomial
mfeat_zernike;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125184008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987979560044762;train;29.97741055;3;31;130;31;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125184008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97729733333466;test;29.97741055;3;31;130;31;32;1400;multinomial
clean2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125190947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977759793498154;train;15.613579665;3;63;136;106;106;4619;binomial
clean2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125190947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963109435573953;test;15.613579665;3;63;136;106;106;4619;binomial
diabetes;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125180410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835473454982353;train;0.293167601666667;3;8;56;8;8;538;binomial
diabetes;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125180410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860129032258065;test;0.293167601666667;3;8;56;8;8;538;binomial
ring;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822552767600729;train;2.04929647;3;20;100;20;20;5180;binomial
ring;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801193716223238;test;2.04929647;3;20;100;20;20;5180;binomial
ionosphere;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960371116225547;train;2.30233184498333;7;32;286;32;32;246;binomial
ionosphere;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914768263943441;test;2.30233184498333;7;32;286;32;32;246;binomial
594_fri_c2_100_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867255784495028;train;0.212533961666667;6;25;292;1;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891348414968881;test;0.212533961666667;6;25;292;1;5;70;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823421902918214;train;1.58416876833333;6;220;452;10;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826681287000596;test;1.58416876833333;6;220;452;10;10;350;continuous
529_pollen;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434773863968286;train;0.269175495;3;8;60;4;4;2694;continuous
529_pollen;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433260045017895;test;0.269175495;3;8;60;4;4;2694;continuous
allhypo;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126101026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969421181122212;train;5.21073255665;15;304;638;7;25;2639;multinomial
allhypo;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126101026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95656715969216;test;5.21073255665;15;304;638;7;25;2639;multinomial
650_fri_c0_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267186298978759;train;2.68457507666667;5;200;410;17;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456408954027677;test;2.68457507666667;5;200;410;17;50;350;continuous
clean2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974085639926786;train;0.499176826666667;3;80;166;105;106;4619;binomial
clean2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970360638214958;test;0.499176826666667;3;80;166;105;106;4619;binomial
allhyper;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912763853453368;train;1.83483546333333;3;160;326;25;25;2640;multinomial
allhyper;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910475756787232;test;1.83483546333333;3;160;326;25;25;2640;multinomial
645_fri_c3_500_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822589810240818;train;2.00311130833333;8;260;536;16;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812960389499019;test;2.00311130833333;8;260;536;16;50;350;continuous
iris;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994957983193277;train;0.0338370666666667;3;3;24;3;3;105;multinomial
iris;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998611111111111;test;0.0338370666666667;3;3;24;3;3;105;multinomial
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.126977998698057;train;2.66087735831667;20;350;740;2;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177742425108464;test;2.66087735831667;20;350;740;2;3;333;continuous
analcatdata_aids;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773026315789474;train;0.468766485;3;112;230;3;3;35;binomial
analcatdata_aids;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833333333333333;test;0.468766485;3;112;230;3;3;35;binomial
605_fri_c2_250_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405990745523435;train;1.98043188833333;8;260;536;24;25;175;continuous
605_fri_c2_250_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524350965839611;test;1.98043188833333;8;260;536;24;25;175;continuous
mnist;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9650432583311;train;39.3108151416667;2;46;96;225;663;49000;multinomial
mnist;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961515843401784;test;39.3108151416667;2;46;96;225;663;49000;multinomial
allbp;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978638152581081;train;27.49040039335;6;25;234;18;25;2641;multinomial
allbp;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976603453592353;test;27.49040039335;6;25;234;18;25;2641;multinomial
tae;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868746184371184;train;0.691451656666667;3;160;326;5;5;106;multinomial
tae;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.709602815485169;test;0.691451656666667;3;160;326;5;5;106;multinomial
credit_a;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91057207442184;train;0.457127153333333;8;50;376;4;13;483;binomial
credit_a;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932027866691772;test;0.457127153333333;8;50;376;4;13;483;binomial
623_fri_c4_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814687276320025;train;0.31613451;7;50;334;5;10;700;continuous
623_fri_c4_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821937379859964;test;0.31613451;7;50;334;5;10;700;continuous
diabetes;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795754812405658;train;0.850810413316667;3;160;326;8;8;538;binomial
diabetes;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792094987648418;test;0.850810413316667;3;160;326;8;8;538;binomial
sleep;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877481626484494;train;34.1414210133333;1;120;242;10;13;74136;multinomial
sleep;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877573157504985;test;34.1414210133333;1;120;242;10;13;74136;multinomial
620_fri_c1_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827835548740904;train;0.182893623333333;3;85;176;4;25;700;continuous
620_fri_c1_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.869809863578321;test;0.182893623333333;3;85;176;4;25;700;continuous
1096_FacultySalaries;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125184720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430434705138006;train;0.975747873333333;5;200;410;2;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125184720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.422001593891875;test;0.975747873333333;5;200;410;2;2;35;continuous
analcatdata_creditscore;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990384615384615;train;0.146111221666667;3;24;150;1;6;70;binomial
analcatdata_creditscore;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.146111221666667;3;24;150;1;6;70;binomial
195_auto_price;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203542654963404;train;2.14596393833333;11;320;662;9;10;112;continuous
195_auto_price;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359129931850055;test;2.14596393833333;11;320;662;9;10;112;continuous
mfeat_fourier;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125161757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977732970230484;train;0.543820676666667;3;56;138;15;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125161757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962480535148526;test;0.543820676666667;3;56;138;15;76;1400;multinomial
649_fri_c0_500_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124192314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481869736666076;train;0.847381123333333;3;160;326;5;5;350;continuous
649_fri_c0_500_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124192314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444928024245635;test;0.847381123333333;3;160;326;5;5;350;continuous
522_pm10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125185542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826655777861913;train;1.49283905833333;8;14;220;7;7;350;continuous
522_pm10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125185542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857011794433722;test;1.49283905833333;8;14;220;7;7;350;continuous
penguins;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999613943211504;train;0.599962325;3;160;326;5;7;241;multinomial
penguins;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.599962325;3;160;326;5;7;241;multinomial
659_sleuth_ex1714;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381723531631507;train;0.604359055;3;160;326;1;1;33;continuous
659_sleuth_ex1714;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.637271514141162;test;0.604359055;3;160;326;1;1;33;continuous
nikuradse_1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46512138683157;train;0.683272646666667;3;160;326;1;2;254;continuous
nikuradse_1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466006162706703;test;0.683272646666667;3;160;326;1;2;254;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823719721756861;train;0.462135833333333;6;150;312;6;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84629608500802;test;0.462135833333333;6;150;312;6;50;700;continuous
591_fri_c1_100_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836207458085917;train;0.488653011666667;7;20;292;7;10;70;continuous
591_fri_c1_100_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799990471305916;test;0.488653011666667;7;20;292;7;10;70;continuous
1191_BNG_pbc;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792753010777188;train;43.7230144783333;1;120;242;10;18;700000;continuous
1191_BNG_pbc;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792189102801441;test;43.7230144783333;1;120;242;10;18;700000;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.992137090813002;train;0.372004655;3;20;138;0;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.02660287847029;test;0.372004655;3;20;138;0;10;70;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.501024928332031;train;0.715479491666667;3;160;326;1;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.646864752296369;test;0.715479491666667;3;160;326;1;10;356;continuous
spectf;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935897435897436;train;0.998842118333333;3;160;326;16;44;245;binomial
spectf;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.83203125;test;0.998842118333333;3;160;326;16;44;245;binomial
churn;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977873804935205;train;7.16439753666667;13;312;650;11;15;3500;binomial
churn;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916578247409195;test;7.16439753666667;13;312;650;11;15;3500;binomial
prnn_crabs;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995915032679738;train;0.178646196666667;5;4;46;3;4;140;binomial
prnn_crabs;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.178646196666667;5;4;46;3;4;140;binomial
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814863661017703;train;0.377732445;7;50;334;9;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847145921521952;test;0.377732445;7;50;334;9;10;700;continuous
heart_h;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125134405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900634249471459;train;0.638003326666667;3;160;326;2;12;206;binomial
heart_h;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125134405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878725891291642;test;0.638003326666667;3;160;326;2;12;206;binomial
626_fri_c2_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241521514924541;train;3.72607978166667;20;442;924;5;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368783621698765;test;3.72607978166667;20;442;924;5;50;350;continuous
602_fri_c3_250_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792820895422768;train;0.122029955;3;45;166;6;9;175;continuous
602_fri_c3_250_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.907359781921358;test;0.122029955;3;45;166;6;9;175;continuous
633_fri_c0_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496542930690004;train;0.622248173333333;10;125;480;16;25;350;continuous
633_fri_c0_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515233243248767;test;0.622248173333333;10;125;480;16;25;350;continuous
glass;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986697362927855;train;2.11549319833333;11;320;662;3;9;144;multinomial
glass;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90640873015873;test;2.11549319833333;11;320;662;3;9;144;multinomial
analcatdata_boxing1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.591198979591837;train;0.0877356066666667;3;3;24;1;3;84;binomial
analcatdata_boxing1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.623376623376623;test;0.0877356066666667;3;3;24;1;3;84;binomial
titanic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821947186392519;train;0.538147778333333;8;32;356;8;8;1545;binomial
titanic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.788450954011742;test;0.538147778333333;8;32;356;8;8;1545;binomial
vowel;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96869268892837;train;0.399288536666667;7;13;184;10;13;693;multinomial
vowel;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9604967827724;test;0.399288536666667;7;13;184;10;13;693;multinomial
mfeat_fourier;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982058090729052;train;35.1210267633333;3;57;138;32;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974721819847165;test;35.1210267633333;3;57;138;32;76;1400;multinomial
658_fri_c3_250_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805317916170006;train;1.52949934;7;240;494;22;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.920734288934184;test;1.52949934;7;240;494;22;25;175;continuous
mfeat_morphological;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897060239678749;train;1.35039701166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897431158216583;test;1.35039701166667;3;160;326;2;2;1400;multinomial
1196_BNG_pharynx;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657177744330546;train;5.450416695;6;50;292;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657685911637083;test;5.450416695;6;50;292;10;10;700000;continuous
waveform_40;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970310609507598;train;1.953520925;3;160;326;40;40;3500;multinomial
waveform_40;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971313793780285;test;1.953520925;3;160;326;40;40;3500;multinomial
637_fri_c1_500_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860288770766225;train;2.187021545;6;99;276;43;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85692606639178;test;2.187021545;6;99;276;43;50;350;continuous
analcatdata_authorship;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.245990456666667;3;62;138;70;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999916770703287;test;0.245990456666667;3;62;138;70;70;589;multinomial
prnn_crabs;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996529904062053;train;0.908214936666667;3;160;326;3;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992213570634038;test;0.908214936666667;3;160;326;3;3;140;binomial
195_auto_price;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292071923093124;train;0.465201765;9;50;428;3;10;112;continuous
195_auto_price;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.351970424949465;test;0.465201765;9;50;428;3;10;112;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833258338302791;train;0.953618259983333;3;72;150;7;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846000812385809;test;0.953618259983333;3;72;150;7;50;700;continuous
irish;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89271954954065;train;0.22754609;6;16;204;3;4;350;binomial
irish;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817369093231162;test;0.22754609;6;16;204;3;4;350;binomial
fars;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82259886983729;train;40.0117822333333;0;100;200;2;21;70678;multinomial
fars;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837007903151397;test;40.0117822333333;0;100;200;2;21;70678;multinomial
vowel;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999302421993212;train;1.37191875333333;3;160;326;13;13;693;multinomial
vowel;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992389980492134;test;1.37191875333333;3;160;326;13;13;693;multinomial
1196_BNG_pharynx;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124190056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.651249160041076;train;38.164052315;1;120;242;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124190056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.652305397978053;test;38.164052315;1;120;242;10;10;700000;continuous
agaricus_lepiota;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.8100787;3;20;70;20;20;5702;binomial
agaricus_lepiota;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.8100787;3;20;70;20;20;5702;binomial
1595_poker;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814820611228974;train;28.9143063283333;3;160;326;10;10;717507;continuous
1595_poker;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812673607547189;test;28.9143063283333;3;160;326;10;10;717507;continuous
bupa;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.70779531324725;train;3.34268310166667;13;360;746;5;5;242;binomial
bupa;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633867276887872;test;3.34268310166667;13;360;746;5;5;242;binomial
nikuradse_2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125181956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821585222199037;train;0.638169566666667;3;160;326;0;1;254;continuous
nikuradse_2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125181956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.774931503822394;test;0.638169566666667;3;160;326;0;1;254;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485115466894569;train;1.47679426666667;8;224;464;29;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488081136537296;test;1.47679426666667;8;224;464;29;50;700;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125185435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331704103558928;train;0.60729683665;3;160;326;5;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125185435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.538265478956107;test;0.60729683665;3;160;326;5;10;350;continuous
547_no2;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.662701134783815;train;1.19663091333333;6;220;452;6;7;350;continuous
547_no2;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668606735015327;test;1.19663091333333;6;220;452;6;7;350;continuous
heart_h;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948164603829472;train;0.705258973333333;3;160;326;11;12;206;binomial
heart_h;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907790143084261;test;0.705258973333333;3;160;326;11;12;206;binomial
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.240803310730544;train;0.0871746416666667;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.598206838489672;test;0.0871746416666667;3;15;120;0;3;333;continuous
glass;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910184346490839;train;0.072720485;3;9;62;3;9;144;multinomial
glass;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.808938248267171;test;0.072720485;3;9;62;3;9;144;multinomial
contraceptive;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711347817070642;train;3.73919434166667;9;9;162;3;9;1032;multinomial
contraceptive;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.677184391031265;test;3.73919434166667;9;9;162;3;9;1032;multinomial
602_fri_c3_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827758372611365;train;1.52207510666667;5;200;410;5;9;175;continuous
602_fri_c3_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829476872809587;test;1.52207510666667;5;200;410;5;9;175;continuous
607_fri_c4_1000_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816088213654729;train;1.28778975;6;220;452;9;50;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86091147495336;test;1.28778975;6;220;452;9;50;700;continuous
1030_ERA;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.735080596388516;train;0.41530056;13;20;502;4;4;700;continuous
1030_ERA;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789900817897108;test;0.41530056;13;20;502;4;4;700;continuous
344_mv;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.427968815965874;train;0.786281053333333;3;20;136;10;10;28538;continuous
344_mv;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436978753625786;test;0.786281053333333;3;20;136;10;10;28538;continuous
616_fri_c4_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30001984058731;train;1.509509125;5;200;410;10;49;350;continuous
616_fri_c4_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433732028315244;test;1.509509125;5;200;410;10;49;350;continuous
1089_USCrime;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.358940416196592;train;0.625979331666667;3;160;326;2;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.387222003216029;test;0.625979331666667;3;160;326;2;4;33;continuous
mfeat_factors;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999137849570519;train;2.31669537333333;3;160;326;133;133;1400;multinomial
mfeat_factors;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99722989047653;test;2.31669537333333;3;160;326;133;133;1400;multinomial
589_fri_c2_1000_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814023284143659;train;0.949775301666667;3;49;146;11;25;700;continuous
589_fri_c2_1000_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812666485581847;test;0.949775301666667;3;49;146;11;25;700;continuous
hepatitis;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869467028003614;train;0.993491846666667;5;200;410;10;19;109;binomial
hepatitis;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863414634146342;test;0.993491846666667;5;200;410;10;19;109;binomial
608_fri_c3_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125203418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818479784312322;train;0.867879236666667;3;160;326;10;10;700;continuous
608_fri_c3_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125203418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890743987018491;test;0.867879236666667;3;160;326;10;10;700;continuous
613_fri_c3_250_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204183347574599;train;0.916741678333333;5;200;410;3;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452891821837746;test;0.916741678333333;5;200;410;3;5;175;continuous
analcatdata_happiness;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722771672771673;train;0.0564777116666667;5;3;36;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803968253968254;test;0.0564777116666667;5;3;36;1;3;42;multinomial
pima;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880484296331815;train;0.870490018333333;3;160;326;5;8;538;binomial
pima;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795824670824671;test;0.870490018333333;3;160;326;5;8;538;binomial
582_fri_c1_500_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784831522452229;train;0.69153459;3;50;150;25;25;350;continuous
582_fri_c1_500_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865952161475703;test;0.69153459;3;50;150;25;25;350;continuous
605_fri_c2_250_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231974393046467;train;2.05298128333333;10;300;620;4;25;175;continuous
605_fri_c2_250_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425180881256208;test;2.05298128333333;10;300;620;4;25;175;continuous
credit_a;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941076329777994;train;1.10101345;6;214;440;10;13;483;binomial
credit_a;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913601207319374;test;1.10101345;6;214;440;10;13;483;binomial
crx;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938655904544657;train;1.174291015;15;56;670;9;14;483;binomial
crx;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8765639589169;test;1.174291015;15;56;670;9;14;483;binomial
buggyCrx;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966306256671602;train;0.954785195;3;160;326;8;13;483;binomial
buggyCrx;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894228884969626;test;0.954785195;3;160;326;8;13;483;binomial
analcatdata_aids;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845394736842105;train;0.151365141666667;6;12;128;2;3;35;binomial
analcatdata_aids;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.151365141666667;6;12;128;2;3;35;binomial
218_house_8L;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.448629721873724;train;2.50140294166667;12;212;448;7;8;15949;continuous
218_house_8L;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436726375063598;test;2.50140294166667;12;212;448;7;8;15949;continuous
spectf;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906331763474621;train;8.47655171668333;16;44;684;28;44;245;binomial
spectf;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921875;test;8.47655171668333;16;44;684;28;44;245;binomial
allrep;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951602127612255;train;2.65071192;7;192;398;12;24;2641;multinomial
allrep;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949386428420157;test;2.65071192;7;192;398;12;24;2641;multinomial
adult;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897174108240778;train;19.2027275933333;7;208;430;8;12;34190;binomial
adult;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893984484575556;test;19.2027275933333;7;208;430;8;12;34190;binomial
wine_recognition;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98459595959596;train;0.62556115;3;160;326;10;13;125;multinomial
wine_recognition;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98239522417154;test;0.62556115;3;160;326;10;13;125;multinomial
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187749475262683;train;1.62393517166667;5;200;410;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316048816255384;test;1.62393517166667;5;200;410;5;25;700;continuous
1191_BNG_pbc;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.769376765361378;train;461.08597356;0;100;200;10;18;700000;continuous
1191_BNG_pbc;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.769839776647541;test;461.08597356;0;100;200;10;18;700000;continuous
biomed;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125182636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994893790849673;train;0.554124428333333;3;160;326;5;8;147;binomial
biomed;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125182636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947368421052632;test;0.554124428333333;3;160;326;5;8;147;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.530971874129769;train;0.0427902650166667;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.456421595725078;test;0.0427902650166667;3;4;32;1;1;849;binomial
649_fri_c0_500_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463661965530767;train;0.32487431;3;10;72;5;5;350;continuous
649_fri_c0_500_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.447780757374163;test;0.32487431;3;10;72;5;5;350;continuous
594_fri_c2_100_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373997608797379;train;2.23423148333333;12;340;704;2;5;70;continuous
594_fri_c2_100_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.602305052752306;test;2.23423148333333;12;340;704;2;5;70;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282593871657335;train;2.76600634333333;10;300;620;5;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.566610734579421;test;2.76600634333333;10;300;620;5;25;175;continuous
titanic;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802927092865483;train;1.99648423;10;7;148;7;7;1545;binomial
titanic;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820209687648644;test;1.99648423;10;7;148;7;7;1545;binomial
german;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820729024316964;train;1.78479183333333;20;80;880;8;20;700;binomial
german;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74721763672187;test;1.78479183333333;20;80;880;8;20;700;binomial
658_fri_c3_250_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.969380612711084;train;1.135095115;3;160;326;5;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.973001174343799;test;1.135095115;3;160;326;5;25;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795752480732651;train;0.506132898333333;10;45;460;6;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831258821225532;test;0.506132898333333;10;45;460;6;9;175;continuous
texture;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999778516390964;train;6.056746525;5;184;378;13;13;3850;multinomial
texture;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999846204091761;test;6.056746525;5;184;378;13;13;3850;multinomial
ionosphere;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982466184784942;train;0.688245781666667;3;160;326;16;32;246;binomial
ionosphere;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923887122416534;test;0.688245781666667;3;160;326;16;32;246;binomial
allhypo;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845589658878319;train;22.8965970466833;12;25;446;15;25;2639;multinomial
allhypo;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846565856982524;test;22.8965970466833;12;25;446;15;25;2639;multinomial
cars;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865733264983554;train;1.74717289333333;8;7;120;6;7;275;multinomial
cars;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796047058823529;test;1.74717289333333;8;7;120;6;7;275;multinomial
credit_g;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915625966594494;train;1.03370207333333;3;160;326;15;20;700;binomial
credit_g;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.77513936535163;test;1.03370207333333;3;160;326;15;20;700;binomial
627_fri_c2_500_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824090239049706;train;0.236620825;5;50;250;9;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826870456886591;test;0.236620825;5;50;250;9;10;350;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8239315940854;train;0.869606768333333;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837047324850856;test;0.869606768333333;3;160;326;5;25;700;continuous
537_houses;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.645277894623897;train;2.72934021333333;6;220;452;2;5;14448;continuous
537_houses;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.634697360391148;test;2.72934021333333;6;220;452;2;5;14448;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846260980690201;train;0.913750748333333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859684924961071;test;0.913750748333333;3;160;326;5;5;700;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444520672756647;train;1.68740399166667;8;50;360;25;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483516151564803;test;1.68740399166667;8;50;360;25;25;175;continuous
604_fri_c4_500_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862849855401601;train;0.876083036666667;3;160;326;5;10;350;continuous
604_fri_c4_500_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81738213492997;test;0.876083036666667;3;160;326;5;10;350;continuous
1595_poker;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.755673292386587;train;196.84649034;0;100;200;5;10;717507;continuous
1595_poker;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.754795993289348;test;196.84649034;0;100;200;5;10;717507;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843007874437144;train;2.29516359166667;8;260;536;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815652964457082;test;2.29516359166667;8;260;536;5;5;700;continuous
mfeat_karhunen;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998804764545625;train;20.35214207;3;59;138;27;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996283970961008;test;20.35214207;3;59;138;27;64;1400;multinomial
australian;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958818302202397;train;0.882803111666667;3;160;326;14;14;483;binomial
australian;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916338213213213;test;0.882803111666667;3;160;326;14;14;483;binomial
adult;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905002245237856;train;16.7212334616667;18;252;540;11;12;34190;binomial
adult;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900520304833952;test;16.7212334616667;18;252;540;11;12;34190;binomial
churn;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973993286360894;train;4.75441175666667;6;220;452;15;15;3500;binomial
churn;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911509558338827;test;4.75441175666667;6;220;452;15;15;3500;binomial
635_fri_c0_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.552366164362516;train;0.857845995;6;20;256;10;10;175;continuous
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651_fri_c0_100_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.9158154010991;test;1.00588889666667;13;125;606;9;25;70;continuous
647_fri_c1_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125113504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799026998465118;train;1.310902385;8;20;318;6;10;175;continuous
647_fri_c1_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125113504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82041585044411;test;1.310902385;8;20;318;6;10;175;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125194816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836308927530817;train;1.12311528333333;5;200;410;4;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125194816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820461968815225;test;1.12311528333333;5;200;410;4;10;350;continuous
547_no2;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.627332014058788;train;0.304963935;6;35;282;7;7;350;continuous
547_no2;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.667842914385415;test;0.304963935;6;35;282;7;7;350;continuous
626_fri_c2_500_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827449495680066;train;0.762795491666667;3;72;150;7;50;350;continuous
626_fri_c2_500_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848151539662378;test;0.762795491666667;3;72;150;7;50;350;continuous
twonorm;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125102808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998077623749151;train;2.84377648166667;3;20;100;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125102808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997652465925445;test;2.84377648166667;3;20;100;20;20;5180;binomial
mfeat_morphological;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947619511382832;train;2.302279515;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944726360127765;test;2.302279515;3;160;326;3;3;1400;multinomial
637_fri_c1_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208900809738879;train;3.46308996666667;15;400;830;6;50;350;continuous
637_fri_c1_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388966453832854;test;3.46308996666667;15;400;830;6;50;350;continuous
crx;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951500263204071;train;0.82555237;3;160;326;14;14;483;binomial
crx;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935947712418301;test;0.82555237;3;160;326;14;14;483;binomial
649_fri_c0_500_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124192314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475220371309557;train;0.121844621666667;3;25;156;5;5;350;continuous
649_fri_c0_500_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124192314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439100854222286;test;0.121844621666667;3;25;156;5;5;350;continuous
agaricus_lepiota;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.02647456998333;3;160;326;19;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;2.02647456998333;3;160;326;19;20;5702;binomial
666_rmftsa_ladata;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.583977300190384;train;1.35879436166667;8;20;324;10;10;356;continuous
666_rmftsa_ladata;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436117672691162;test;1.35879436166667;8;20;324;10;10;356;continuous
prnn_fglass;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993155555555555;train;1.10215369333333;5;200;410;9;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915409902597403;test;1.10215369333333;5;200;410;9;9;144;multinomial
649_fri_c0_500_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464094087585473;train;0.122757515;3;25;156;5;5;350;continuous
649_fri_c0_500_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447963994926043;test;0.122757515;3;25;156;5;5;350;continuous
twonorm;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999476147883125;train;6.28460710833333;3;160;326;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997374297005562;test;6.28460710833333;3;160;326;20;20;5180;binomial
657_fri_c2_250_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80770675645457;train;0.54556754;11;50;502;4;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.921571715562401;test;0.54556754;11;50;502;4;10;175;continuous
mnist;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99541016443816;train;227.404286836683;0;100;200;653;662;49000;multinomial
mnist;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993226084883139;test;227.404286836683;0;100;200;653;662;49000;multinomial
561_cpu;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.162041021555143;train;0.834491275;6;14;184;7;7;147;continuous
561_cpu;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.123907084493514;test;0.834491275;6;14;184;7;7;147;continuous
603_fri_c0_250_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125195542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470362970054068;train;0.666819198333333;3;72;150;50;50;175;continuous
603_fri_c0_250_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125195542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.573777347264083;test;0.666819198333333;3;72;150;50;50;175;continuous
604_fri_c4_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207880590643622;train;1.63695741;12;292;608;4;10;350;continuous
604_fri_c4_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346028693530848;test;1.63695741;12;292;608;4;10;350;continuous
spambase;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984712286976646;train;1.70612643833333;5;200;410;48;54;3221;binomial
spambase;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977591367359798;test;1.70612643833333;5;200;410;48;54;3221;binomial
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827455860373998;train;0.487136491666667;5;130;270;4;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.924855071078442;test;0.487136491666667;5;130;270;4;99;700;continuous
643_fri_c2_500_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883278798028462;train;0.748999831666667;3;160;326;23;25;350;continuous
643_fri_c2_500_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.920718835012049;test;0.748999831666667;3;160;326;23;25;350;continuous
mfeat_morphological;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915710251725563;train;0.714574155016667;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91555261804273;test;0.714574155016667;3;2;16;2;2;1400;multinomial
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842562973902061;train;0.612800696666667;3;50;146;8;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868332477039217;test;0.612800696666667;3;50;146;8;25;700;continuous
breast;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125155551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991906736505165;train;0.995837646666667;3;160;326;8;9;490;binomial
breast;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125155551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99505991170906;test;0.995837646666667;3;160;326;8;9;490;binomial
651_fri_c0_100_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125185314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.548984145818751;train;1.72720355666667;8;260;536;14;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125185314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.424232839256583;test;1.72720355666667;8;260;536;14;25;70;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311974554729046;train;1.08452135666667;3;160;326;5;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44158924498521;test;1.08452135666667;3;160;326;5;25;350;continuous
wine_quality_red;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124171008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806398486484767;train;2.95922897168333;20;316;672;3;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124171008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.700620272293186;test;2.95922897168333;20;316;672;3;11;1120;multinomial
coil2000;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764613494923027;train;12.792623185;7;201;416;34;59;6876;binomial
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597_fri_c2_500_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812360141252274;train;0.48299126;5;10;112;5;5;350;continuous
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608_fri_c3_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835064030358619;train;0.31957875;7;50;334;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85430611441476;test;0.31957875;7;50;334;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834417148019241;train;0.65898743;3;20;134;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857931622518335;test;0.65898743;3;20;134;5;10;700;continuous
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analcatdata_japansolvent;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925925925925926;test;0.114572128333333;3;5;36;5;5;37;binomial
nikuradse_1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0716383583891457;train;0.610219425;3;160;326;2;2;254;continuous
nikuradse_1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0801605151310427;test;0.610219425;3;160;326;2;2;254;continuous
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603_fri_c0_250_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.425523304138703;train;0.931049696683333;5;100;234;34;50;175;continuous
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695_chatfield_4;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.312256487285323;test;1.58851025833333;7;240;494;7;10;165;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337933349967895;train;0.873273503333333;3;160;326;2;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.453762516358947;test;0.873273503333333;3;160;326;2;50;350;continuous
crx;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941048637461193;train;1.577409415;8;260;536;13;14;483;binomial
crx;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905923344947735;test;1.577409415;8;260;536;13;14;483;binomial
663_rabe_266;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.132434977652928;train;0.917332018333333;3;160;326;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144139960638333;test;0.917332018333333;3;160;326;2;2;84;continuous
227_cpu_small;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293583981157541;train;2.619603875;11;256;534;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.29136289154975;test;2.619603875;11;256;534;3;12;5735;continuous
Hill_Valley_with_noise;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124155627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.814395874045123;train;0.821022843333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124155627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.527243687252814;test;0.821022843333333;3;160;326;1;1;849;binomial
1201_BNG_breastTumor;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914454560797095;train;2.61887339666667;6;18;232;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916824142821183;test;2.61887339666667;6;18;232;9;9;81648;continuous
analcatdata_creditscore;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.264544556666667;3;112;230;2;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971291866028708;test;0.264544556666667;3;112;230;2;6;70;binomial
analcatdata_happiness;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817460317460317;train;0.198868128333333;6;3;42;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534722222222222;test;0.198868128333333;6;3;42;1;3;42;multinomial
waveform_40;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124183232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989741904377045;train;2.71174064333333;3;160;326;40;40;3500;multinomial
waveform_40;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124183232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972603277848091;test;2.71174064333333;3;160;326;40;40;3500;multinomial
prnn_fglass;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953280859677836;train;0.140625778333333;6;9;118;7;9;144;multinomial
prnn_fglass;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90729347826087;test;0.140625778333333;6;9;118;7;9;144;multinomial
contraceptive;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85348376202721;train;1.21129964333333;3;160;326;9;9;1032;multinomial
contraceptive;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737364184085496;test;1.21129964333333;3;160;326;9;9;1032;multinomial
labor;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0675752;3;32;70;2;15;40;binomial
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626_fri_c2_500_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858996740557418;train;1.664422505;6;92;276;1;50;350;continuous
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615_fri_c4_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838797951810722;test;1.26860311835;5;200;410;10;10;175;continuous
crx;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935563859881954;train;0.92945196;3;160;326;11;14;483;binomial
crx;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936294701366785;test;0.92945196;3;160;326;11;14;483;binomial
635_fri_c0_250_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.550338033540125;train;2.29044082166667;13;20;532;7;10;175;continuous
635_fri_c0_250_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558490520991309;test;2.29044082166667;13;20;532;7;10;175;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.908659868134594;train;0.924190453333333;3;160;326;4;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.03467187009784;test;0.924190453333333;3;160;326;4;5;70;continuous
218_house_8L;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503345043474204;train;2.51272868;3;160;326;8;8;15949;continuous
218_house_8L;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496619686217315;test;2.51272868;3;160;326;8;8;15949;continuous
prnn_synth;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970718954248366;train;0.657410081666667;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919285714285714;test;0.657410081666667;3;160;326;2;2;175;binomial
227_cpu_small;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314080628826734;train;0.238781388333333;5;60;260;3;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.338504563082214;test;0.238781388333333;5;60;260;3;12;5735;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267110415262697;train;0.825705111666667;3;160;326;5;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420201936919859;test;0.825705111666667;3;160;326;5;10;350;continuous
analcatdata_boxing2;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.760208926875594;train;0.256398606666667;9;12;224;2;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.574866310160428;test;0.256398606666667;9;12;224;2;3;93;binomial
621_fri_c0_100_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49200554055433;train;0.429882898333333;7;50;344;10;10;70;continuous
621_fri_c0_100_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48510526230868;test;0.429882898333333;7;50;344;10;10;70;continuous
page_blocks;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985627425589849;train;6.23092204668333;12;260;544;7;7;3832;multinomial
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659_sleuth_ex1714;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.334706841111756;train;0.0961204916666667;5;10;120;1;2;33;continuous
659_sleuth_ex1714;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.617757631683847;test;0.0961204916666667;5;10;120;1;2;33;continuous
confidence;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944814814814815;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947222222222222;test;;-Inf;-Inf;;1;1;51;multinomial
breast;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974183398806926;train;0.177295703333333;3;36;150;1;9;490;binomial
breast;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980239646836241;test;0.177295703333333;3;36;150;1;9;490;binomial
clean2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124161653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977230127313577;train;0.505014973333333;3;80;166;105;105;4619;binomial
clean2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124161653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968297473938891;test;0.505014973333333;3;80;166;105;105;4619;binomial
texture;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998927116553458;train;7.797093215;6;188;388;14;15;3850;multinomial
texture;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998878738197744;test;7.797093215;6;188;388;14;15;3850;multinomial
537_houses;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527097406595264;train;9.26587979333333;3;160;326;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.533034132520295;test;9.26587979333333;3;160;326;5;5;14448;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502810783985569;train;0.43297898;5;130;270;17;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4800304776201;test;0.43297898;5;130;270;17;72;742;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551899050474763;train;1.04521183666667;5;200;410;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.498050682261209;test;1.04521183666667;5;200;410;1;1;849;binomial
labor;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.32033554;7;240;494;15;15;40;binomial
labor;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85;test;1.32033554;7;240;494;15;15;40;binomial
626_fri_c2_500_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82090556567485;train;1.80430004333333;6;100;276;35;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862981282310126;test;1.80430004333333;6;100;276;35;50;350;continuous
hepatitis;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908008658008658;train;1.72577887833333;8;18;286;7;18;109;binomial
hepatitis;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.625974025974026;test;1.72577887833333;8;18;286;7;18;109;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998357919672661;train;0.184841585;3;80;166;18;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99498820754717;test;0.184841585;3;80;166;18;22;399;binomial
banana;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545594983736793;train;0.07829662;3;2;16;2;2;3710;binomial
banana;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527346156369356;test;0.07829662;3;2;16;2;2;3710;binomial
637_fri_c1_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797968972247535;train;1.74596709333333;8;260;536;33;50;350;continuous
637_fri_c1_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.911254180441041;test;1.74596709333333;8;260;536;33;50;350;continuous
197_cpu_act;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125102411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318175156545286;train;2.65312368666667;6;32;240;3;16;5735;continuous
197_cpu_act;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125102411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.323707051151072;test;2.65312368666667;6;32;240;3;16;5735;continuous
horse_colic;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892697704081633;train;5.21044599166667;7;22;280;10;22;258;binomial
horse_colic;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875365497076023;test;5.21044599166667;7;22;280;10;22;258;binomial
confidence;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960740740740741;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888888888888889;test;;-Inf;-Inf;;1;1;51;multinomial
643_fri_c2_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855191198150829;train;1.21915225666667;3;49;150;24;25;350;continuous
643_fri_c2_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893052426294091;test;1.21915225666667;3;49;150;24;25;350;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126112044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.324180722834651;train;0.371282224983333;5;6;72;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126112044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.349543794481411;test;0.371282224983333;5;6;72;3;3;227;continuous
646_fri_c3_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782321970660436;train;0.925904858333333;5;18;196;4;9;350;continuous
646_fri_c3_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843977001450917;test;0.925904858333333;5;18;196;4;9;350;continuous
644_fri_c4_250_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313764396204002;train;1.544742345;6;220;452;5;25;175;continuous
644_fri_c4_250_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421926082066394;test;1.544742345;6;220;452;5;25;175;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787842454705963;train;0.13795371;3;8;60;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88863359186827;test;0.13795371;3;8;60;4;4;70;continuous
590_fri_c0_1000_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491969515669262;train;0.452563163333333;3;72;150;46;50;700;continuous
590_fri_c0_1000_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512514490490981;test;0.452563163333333;3;72;150;46;50;700;continuous
230_machine_cpu;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.223465559242349;train;0.145449155;3;30;158;5;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.320289995911265;test;0.145449155;3;30;158;5;6;147;continuous
647_fri_c1_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794700483729889;train;1.71750321001667;7;240;494;10;10;175;continuous
647_fri_c1_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836727110298664;test;1.71750321001667;7;240;494;10;10;175;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125143338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.650951567607889;train;0.7833994;3;160;326;25;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125143338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.586323920958614;test;0.7833994;3;160;326;25;25;70;continuous
allbp;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955469443346074;train;30.67574792;12;25;508;5;25;2641;multinomial
allbp;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944469639707735;test;30.67574792;12;25;508;5;25;2641;multinomial
colic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897131331241596;train;1.46525284166667;7;22;236;3;22;258;binomial
colic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878295413506681;test;1.46525284166667;7;22;236;3;22;258;binomial
601_fri_c1_250_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76647862346372;train;0.250273986666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858055829731719;test;0.250273986666667;3;10;72;5;5;175;continuous
1030_ERA;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.739842616368016;train;0.411057133333333;10;20;406;4;4;700;continuous
1030_ERA;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800712357790109;test;0.411057133333333;10;20;406;4;4;700;continuous
561_cpu;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.124594774621257;train;1.09776788333333;7;224;462;7;7;147;continuous
561_cpu;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.224205188973204;test;1.09776788333333;7;224;462;7;7;147;continuous
542_pollution;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488146572843468;train;0.960610063333333;9;20;336;7;10;42;continuous
542_pollution;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882346703516231;test;0.960610063333333;9;20;336;7;10;42;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125184640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2709246740928;train;2.59773116833333;13;296;618;5;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125184640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417580022502154;test;2.59773116833333;13;296;618;5;10;350;continuous
561_cpu;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.163889510253929;train;1.20706316333333;9;14;268;7;7;147;continuous
561_cpu;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.216317916383045;test;1.20706316333333;9;14;268;7;7;147;continuous
197_cpu_act;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.26063275398296;train;0.926163703333333;3;29;118;2;17;5735;continuous
197_cpu_act;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.267349275107422;test;0.926163703333333;3;29;118;2;17;5735;continuous
australian;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925824271271236;train;0.62042261835;3;13;88;10;13;483;binomial
australian;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932371250707414;test;0.62042261835;3;13;88;10;13;483;binomial
591_fri_c1_100_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339035022233731;train;1.11180713666667;5;200;410;10;10;70;continuous
591_fri_c1_100_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528783823694222;test;1.11180713666667;5;200;410;10;10;70;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316858948080287;train;0.213030835016667;6;20;230;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.299579365183526;test;0.213030835016667;6;20;230;4;4;227;continuous
1595_poker;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815775307178063;train;66.585440785;1;20;54;7;10;717507;continuous
1595_poker;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816352429825714;test;66.585440785;1;20;54;7;10;717507;continuous
breast_w;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996487725524993;train;0.622712996666667;3;160;326;7;8;490;binomial
breast_w;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99375503626108;test;0.622712996666667;3;160;326;7;8;490;binomial
dis;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.689411074809416;train;8.60535106833333;11;25;466;8;25;2641;binomial
dis;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66130473637176;test;8.60535106833333;11;25;466;8;25;2641;binomial
207_autoPrice;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.367669799740997;train;1.03646620666667;8;20;332;3;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454040301018987;test;1.03646620666667;8;20;332;3;10;112;continuous
hepatitis;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936688311688312;train;0.946181928333333;13;72;594;7;18;109;binomial
hepatitis;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.58961038961039;test;0.946181928333333;13;72;594;7;18;109;binomial
credit_a;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936324117544775;train;1.00691062501667;3;160;326;10;14;483;binomial
credit_a;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945302202974958;test;1.00691062501667;3;160;326;10;14;483;binomial
optdigits;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125113704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998881256531797;train;44.53608016;3;54;138;39;60;3934;multinomial
optdigits;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125113704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99677010311384;test;44.53608016;3;54;138;39;60;3934;multinomial
colic;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887718511878082;train;0.217713421666667;3;62;174;2;22;258;binomial
colic;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857168652943301;test;0.217713421666667;3;62;174;2;22;258;binomial
584_fri_c4_500_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797617644376959;train;2.369568695;9;48;402;4;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834566465754093;test;2.369568695;9;48;402;4;24;350;continuous
analcatdata_bankruptcy;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976973684210526;train;0.142959028333333;6;3;42;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;0.142959028333333;6;3;42;3;3;35;binomial
603_fri_c0_250_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430690787767699;train;1.51191325666667;6;220;452;38;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.54704214108857;test;1.51191325666667;6;220;452;38;50;175;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251997968586031;train;1.96126823166667;11;304;630;7;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432960406575212;test;1.96126823166667;11;304;630;7;10;350;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0807705899833333;3;16;98;3;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.487012987012987;test;0.0807705899833333;3;16;98;3;4;185;binomial
192_vineyard;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49365856644441;train;1.767729635;12;340;704;1;2;37;continuous
192_vineyard;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532458085935523;test;1.767729635;12;340;704;1;2;37;continuous
sonar;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858295795795796;train;0.206910836666667;3;84;174;7;59;146;binomial
sonar;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747027027027027;test;0.206910836666667;3;84;174;7;59;146;binomial
582_fri_c1_500_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793882207991753;train;1.53150665;6;220;452;8;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854245765649704;test;1.53150665;6;220;452;8;25;350;continuous
637_fri_c1_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850478660625376;train;1.02690335333333;3;72;150;50;50;350;continuous
637_fri_c1_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864107598067375;test;1.02690335333333;3;72;150;50;50;350;continuous
allbp;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125155045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952163646553335;train;31.6929826433333;9;25;362;2;25;2641;multinomial
allbp;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125155045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95017556280214;test;31.6929826433333;9;25;362;2;25;2641;multinomial
analcatdata_bankruptcy;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976973684210526;train;0.09113692;3;12;96;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907407407407407;test;0.09113692;3;12;96;2;3;35;binomial
656_fri_c1_100_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272435639200187;train;0.59085664;3;160;326;4;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.723267935034385;test;0.59085664;3;160;326;4;5;70;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850444027285455;train;0.73857506;3;160;326;10;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869927416341356;test;0.73857506;3;160;326;10;50;700;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477837402782794;train;0.780529811666667;3;160;326;10;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.602958912867456;test;0.780529811666667;3;160;326;10;10;175;continuous
665_sleuth_case2002;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.619467461010584;train;2.94900980833333;20;494;1028;3;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.693750695514934;test;2.94900980833333;20;494;1028;3;6;103;continuous
prnn_synth;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958823529411765;train;0.652506873333333;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941428571428571;test;0.652506873333333;3;160;326;2;2;175;binomial
profb;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.73346487441937;train;0.659323848333333;3;160;326;9;9;471;binomial
profb;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.6068255687974;test;0.659323848333333;3;160;326;9;9;471;binomial
601_fri_c1_250_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124210837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82317119341456;train;1.075700755;3;160;326;5;5;175;continuous
601_fri_c1_250_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124210837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.757492081975457;test;1.075700755;3;160;326;5;5;175;continuous
294_satellite_image;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468559870649978;train;5.987028205;6;52;272;25;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473950388289712;test;5.987028205;6;52;272;25;26;4505;continuous
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996732026143791;train;0.529273466666667;3;160;326;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964285714285714;test;0.529273466666667;3;160;326;4;4;35;binomial
shuttle;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993222927076263;train;30.6878755833333;8;260;536;7;7;40600;multinomial
shuttle;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991642356460353;test;30.6878755833333;8;260;536;7;7;40600;multinomial
591_fri_c1_100_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.717281000211806;train;1.372861135;6;220;452;9;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.05868895485852;test;1.372861135;6;220;452;9;10;70;continuous
clean1;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.476808466666667;3;34;74;10;86;334;binomial
clean1;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.476808466666667;3;34;74;10;86;334;binomial
heart_statlog;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923050693339395;train;1.60537160833333;8;260;536;5;13;189;binomial
heart_statlog;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82985257985258;test;1.60537160833333;8;260;536;5;13;189;binomial
haberman;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.727124183006536;train;0.94124883;5;200;410;3;3;215;binomial
haberman;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.623538011695906;test;0.94124883;5;200;410;3;3;215;binomial
analcatdata_asbestos;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869239631336406;train;0.0989669933333333;5;3;36;3;3;59;binomial
analcatdata_asbestos;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874074074074074;test;0.0989669933333333;5;3;36;3;3;59;binomial
505_tecator;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0573712314208565;train;0.190549246683333;3;84;186;8;17;168;continuous
505_tecator;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0591990655901412;test;0.190549246683333;3;84;186;8;17;168;continuous
nikuradse_1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.203326633973309;train;1.47724830833333;9;232;482;1;2;254;continuous
nikuradse_1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.187885555648154;test;1.47724830833333;9;232;482;1;2;254;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812480411153784;train;0.957891668333333;3;72;150;9;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.930495411250386;test;0.957891668333333;3;72;150;9;99;700;continuous
344_mv;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.427993841416014;train;1.90141871666667;5;20;214;9;10;28538;continuous
344_mv;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437117923526615;test;1.90141871666667;5;20;214;9;10;28538;continuous
210_cloud;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261559087792531;train;0.499919975;3;160;326;3;5;76;continuous
210_cloud;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395652067140791;test;0.499919975;3;160;326;3;5;76;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980654761904762;train;1.60222879331667;11;320;662;2;4;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787037037037037;test;1.60222879331667;11;320;662;2;4;37;binomial
analcatdata_germangss;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722337712134685;train;1.08674865166667;3;160;326;5;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736936852847471;test;1.08674865166667;3;160;326;5;5;280;multinomial
allbp;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996910618672627;train;4.25061835;10;300;620;3;25;2641;multinomial
allbp;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994250436838318;test;4.25061835;10;300;620;3;25;2641;multinomial
615_fri_c4_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816013332526671;train;0.55979115;11;50;502;4;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.72640059134239;test;0.55979115;11;50;502;4;10;175;continuous
ann_thyroid;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988952425583592;train;4.84042963666667;11;288;598;2;20;5040;multinomial
ann_thyroid;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988960786639971;test;4.84042963666667;11;288;598;2;20;5040;multinomial
calendarDOW;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961276199967912;train;0.444398555;11;14;298;12;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.775931479793019;test;0.444398555;11;14;298;12;14;280;multinomial
mfeat_zernike;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991061850782934;train;1.12138100333333;9;32;390;32;32;1400;multinomial
mfeat_zernike;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948847107933721;test;1.12138100333333;9;32;390;32;32;1400;multinomial
prnn_crabs;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.540437441666667;3;160;326;3;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975528364849833;test;0.540437441666667;3;160;326;3;3;140;binomial
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125151056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814117964520252;train;1.67107679833333;6;220;452;20;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125151056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793125901641873;test;1.67107679833333;6;220;452;20;25;700;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770078661371256;train;1.06045833;3;160;326;46;99;700;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.905127692193803;test;1.06045833;3;160;326;46;99;700;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.277986550681958;train;0.794480116666667;3;160;326;2;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.290193181907157;test;0.794480116666667;3;160;326;2;3;227;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79240828163132;train;0.823917984983333;3;160;326;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831227993758324;test;0.823917984983333;3;160;326;5;5;175;continuous
648_fri_c1_250_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.716219115741847;train;0.73515097;5;98;234;24;50;175;continuous
648_fri_c1_250_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871234434495375;test;0.73515097;5;98;234;24;50;175;continuous
hepatitis;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87012987012987;train;1.25592666666667;7;240;494;16;19;109;binomial
hepatitis;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794805194805195;test;1.25592666666667;7;240;494;16;19;109;binomial
604_fri_c4_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253763174913906;train;1.28959149833333;6;220;452;4;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357553949432566;test;1.28959149833333;6;220;452;4;10;350;continuous
635_fri_c0_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.544944229372903;train;1.14947919666667;5;200;410;9;10;175;continuous
635_fri_c0_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.529470166137045;test;1.14947919666667;5;200;410;9;10;175;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226798511187535;train;6.65770634333333;9;280;578;31;100;700;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306602948921312;test;6.65770634333333;9;280;578;31;100;700;continuous
bupa;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.644439871029704;train;0.952281658333333;5;200;410;4;5;242;binomial
bupa;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74468085106383;test;0.952281658333333;5;200;410;4;5;242;binomial
analcatdata_asbestos;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936781609195402;train;0.273880165;10;12;250;3;3;59;binomial
analcatdata_asbestos;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71875;test;0.273880165;10;12;250;3;3;59;binomial
588_fri_c4_1000_100;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812157703921679;train;1.36658714166667;5;200;410;11;100;700;continuous
588_fri_c4_1000_100;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.919487182072819;test;1.36658714166667;5;200;410;11;100;700;continuous
clean2;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968844409206528;train;6.71762855666667;12;276;576;106;106;4619;binomial
clean2;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967875845738739;test;6.71762855666667;12;276;576;106;106;4619;binomial
1096_FacultySalaries;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.421244749361605;train;0.721668606666667;3;160;326;1;2;35;continuous
1096_FacultySalaries;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.354714253448533;test;0.721668606666667;3;160;326;1;2;35;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810410554479752;train;0.11260616;3;50;166;6;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843224021585023;test;0.11260616;3;50;166;6;10;700;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917651374498192;train;10.5337338566667;6;220;452;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91784485113404;test;10.5337338566667;6;220;452;9;9;81648;continuous
522_pm10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41995084392797;train;3.78313452833333;15;384;798;7;7;350;continuous
522_pm10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.76537080171444;test;3.78313452833333;15;384;798;7;7;350;continuous
1201_BNG_breastTumor;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.873420256206792;train;31.2150671416667;5;200;410;6;9;81648;continuous
1201_BNG_breastTumor;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.877589267695904;test;31.2150671416667;5;200;410;6;9;81648;continuous
695_chatfield_4;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125102458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320557831413627;train;0.841345276666667;6;12;160;3;6;165;continuous
695_chatfield_4;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125102458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.308560260129381;test;0.841345276666667;6;12;160;3;6;165;continuous
ring;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81932270990588;train;1.71284900833333;3;160;326;20;20;5180;binomial
ring;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809487711620576;test;1.71284900833333;3;160;326;20;20;5180;binomial
643_fri_c2_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871752043379976;train;1.842984115;9;248;514;14;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894257618890815;test;1.842984115;9;248;514;14;25;350;continuous
wine_quality_white;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855781908388293;train;2.41613666833333;3;160;326;10;11;3429;multinomial
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breast_cancer;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.747813238770686;train;1.96739465166667;20;342;724;2;9;201;binomial
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201_pol;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.668766291046771;test;4.65780006;7;51;314;5;26;10500;continuous
iris;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995242214532872;train;0.0743637333333333;3;3;24;3;3;105;multinomial
iris;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997395833333333;test;0.0743637333333333;3;3;24;3;3;105;multinomial
519_vinnie;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481475377197934;train;0.192130948333333;7;4;64;1;2;266;continuous
519_vinnie;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457567652904761;test;0.192130948333333;7;4;64;1;2;266;continuous
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australian;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899495609938352;test;1.17414365665;9;14;256;7;14;483;binomial
vehicle;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992553138491267;train;1.36269853666667;5;200;410;13;13;593;multinomial
vehicle;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934900732047169;test;1.36269853666667;5;200;410;13;13;593;multinomial
649_fri_c0_500_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45862422159934;train;0.11153732;3;25;156;5;5;350;continuous
649_fri_c0_500_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.47597779666208;test;0.11153732;3;25;156;5;5;350;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180458328119312;train;3.30475411833333;10;300;620;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281859320554349;test;3.30475411833333;10;300;620;5;5;700;continuous
344_mv;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0370944253997719;train;21.1458371983333;6;220;452;5;9;28538;continuous
344_mv;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0392264495456462;test;21.1458371983333;6;220;452;5;9;28538;continuous
344_mv;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124164729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.429737919050565;train;0.69819246;8;50;376;9;10;28538;continuous
344_mv;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124164729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432942760726222;test;0.69819246;8;50;376;9;10;28538;continuous
503_wind;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453772302189929;train;1.86442038833333;7;208;430;14;14;4602;continuous
503_wind;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447433588035294;test;1.86442038833333;7;208;430;14;14;4602;continuous
page_blocks;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978624665396298;train;2.34306748166667;3;160;326;7;7;3832;multinomial
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1201_BNG_breastTumor;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.87644763518011;train;32.1000098283333;1;120;242;5;9;81648;continuous
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wdbc;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999735589635114;train;1.59833408833333;5;21;204;21;21;399;binomial
wdbc;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990063654712001;test;1.59833408833333;5;21;204;21;21;399;binomial
603_fri_c0_250_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124184801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467097488415132;train;0.75155710165;3;71;150;50;50;175;continuous
603_fri_c0_250_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124184801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.577645584792034;test;0.75155710165;3;71;150;50;50;175;continuous
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vehicle;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942157249286134;test;1.87453079333333;3;13;80;13;13;593;multinomial
allhyper;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125133112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937859652132418;train;2.935509525;11;288;598;7;25;2640;multinomial
allhyper;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125133112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856770278185886;test;2.935509525;11;288;598;7;25;2640;multinomial
603_fri_c0_250_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.550478817984838;train;1.58409016666667;8;244;504;15;50;175;continuous
603_fri_c0_250_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564257743577849;test;1.58409016666667;8;244;504;15;50;175;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261652558349226;train;1.86111093666667;5;200;410;15;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3872882170171;test;1.86111093666667;5;200;410;15;25;350;continuous
flags;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.783836561613373;train;1.80702151165;8;260;536;3;39;125;multinomial
flags;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.619694989106754;test;1.80702151165;8;260;536;3;39;125;multinomial
647_fri_c1_250_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790379991669193;train;0.828489215;3;160;326;10;10;175;continuous
647_fri_c1_250_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848648131076404;test;0.828489215;3;160;326;10;10;175;continuous
australian;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953722683528472;train;0.808808673333333;3;160;326;14;14;483;binomial
australian;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951801546877948;test;0.808808673333333;3;160;326;14;14;483;binomial
590_fri_c0_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124171742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50726915319083;train;0.369526903316667;5;130;270;8;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124171742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509512637413517;test;0.369526903316667;5;130;270;8;50;700;continuous
biomed;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125182322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965014577259475;train;0.575465238333333;3;160;326;5;8;147;binomial
biomed;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125182322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94551282051282;test;0.575465238333333;3;160;326;5;8;147;binomial
659_sleuth_ex1714;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124183602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.393386793770847;train;0.0737355183333333;3;4;32;2;2;33;continuous
659_sleuth_ex1714;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124183602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.543333460818873;test;0.0737355183333333;3;4;32;2;2;33;continuous
contraceptive;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.716232399465834;train;4.77059284333333;14;9;256;7;9;1032;multinomial
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dis;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688272307207617;train;18.33802269;20;25;822;7;25;2641;binomial
dis;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.628501087095537;test;18.33802269;20;25;822;7;25;2641;binomial
607_fri_c4_1000_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835710771311597;train;0.266857133333333;3;90;186;10;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85083793387629;test;0.266857133333333;3;90;186;10;50;700;continuous
wine_quality_red;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.749156249286347;train;11.2436852683333;13;11;284;3;11;1120;multinomial
wine_quality_red;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.781498314867871;test;11.2436852683333;13;11;284;3;11;1120;multinomial
207_autoPrice;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262819016204078;train;2.00484998833333;12;340;704;6;9;112;continuous
207_autoPrice;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.453376239108417;test;2.00484998833333;12;340;704;6;9;112;continuous
clean2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974053232048261;train;0.533339786666667;3;80;166;103;103;4619;binomial
clean2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973727324999803;test;0.533339786666667;3;80;166;103;103;4619;binomial
1030_ERA;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.73691060290806;train;0.0840280433333333;3;20;130;4;4;700;continuous
1030_ERA;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786834646948554;test;0.0840280433333333;3;20;130;4;4;700;continuous
dis;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969129590086463;train;7.12172419333333;20;427;894;1;25;2641;binomial
dis;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926748944877862;test;7.12172419333333;20;427;894;1;25;2641;binomial
collins;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.239823165;3;20;96;1;20;340;multinomial
collins;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.239823165;3;20;96;1;20;340;multinomial
hepatitis;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81029810298103;train;0.673339133333333;9;75;426;3;19;109;binomial
hepatitis;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746341463414634;test;0.673339133333333;9;75;426;3;19;109;binomial
cleve;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948275862068965;train;1.42739319833333;8;13;200;12;13;213;binomial
cleve;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905425584868093;test;1.42739319833333;8;13;200;12;13;213;binomial
hepatitis;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947510822510823;train;1.40089010166667;7;240;494;10;19;109;binomial
hepatitis;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.766233766233766;test;1.40089010166667;7;240;494;10;19;109;binomial
saheart;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124212749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.772002459520394;train;1.49576816333333;13;9;232;8;9;324;binomial
saheart;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124212749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.847120945436259;test;1.49576816333333;13;9;232;8;9;324;binomial
heart_statlog;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959254615910645;train;0.653351245;3;160;326;12;13;189;binomial
heart_statlog;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.813953488372093;test;0.653351245;3;160;326;12;13;189;binomial
allbp;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125202255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977400963988804;train;2.393882115;6;188;388;12;25;2641;multinomial
allbp;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125202255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986374498920752;test;2.393882115;6;188;388;12;25;2641;multinomial
calendarDOW;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863819801418339;train;0.913695915;3;160;326;12;16;280;multinomial
calendarDOW;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778603111031897;test;0.913695915;3;160;326;12;16;280;multinomial
analcatdata_japansolvent;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877976190476191;train;0.496400735;3;144;294;2;3;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759259259259259;test;0.496400735;3;144;294;2;3;37;binomial
609_fri_c0_1000_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478711539688436;train;0.122989893333333;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490591231820434;test;0.122989893333333;3;25;156;5;5;700;continuous
tae;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736069139194139;train;1.62639334833333;7;240;494;5;5;106;multinomial
tae;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.673805932629462;test;1.62639334833333;7;240;494;5;5;106;multinomial
690_visualizing_galaxy;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315334793288712;train;0.18069274;5;6;72;3;3;227;continuous
690_visualizing_galaxy;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335265387522334;test;0.18069274;5;6;72;3;3;227;continuous
ring;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992226260367161;train;7.27155613333333;6;220;452;20;20;5180;binomial
ring;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985576240220956;test;7.27155613333333;6;220;452;20;20;5180;binomial
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837513769288887;train;0.560297795;3;20;136;3;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832309567686145;test;0.560297795;3;20;136;3;10;700;continuous
602_fri_c3_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823445257448046;train;0.388031046683333;9;45;418;5;9;175;continuous
602_fri_c3_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.919318188501922;test;0.388031046683333;9;45;418;5;9;175;continuous
analcatdata_boxing1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914456233421751;train;1.46546028833333;9;232;482;1;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8921875;test;1.46546028833333;9;232;482;1;3;84;binomial
german;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826526012946536;train;2.99639658833333;10;300;620;18;20;700;binomial
german;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.790424076607387;test;2.99639658833333;10;300;620;18;20;700;binomial
heart_c;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915559099769626;train;1.68638165666667;8;13;212;10;13;213;binomial
heart_c;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957264957264957;test;1.68638165666667;8;13;212;10;13;213;binomial
601_fri_c1_250_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868749869112554;train;1.14068755333333;5;200;410;3;5;175;continuous
601_fri_c1_250_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862349273143675;test;1.14068755333333;5;200;410;3;5;175;continuous
haberman;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694183375104428;train;0.605715941683333;3;160;326;2;3;215;binomial
haberman;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766362252663623;test;0.605715941683333;3;160;326;2;3;215;binomial
605_fri_c2_250_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.75104792508636;train;1.93115230333333;9;50;402;14;25;175;continuous
605_fri_c2_250_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.879552062857701;test;1.93115230333333;9;50;402;14;25;175;continuous
prnn_crabs;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998564102564103;train;0.088832825;3;16;104;3;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.088832825;3;16;104;3;4;140;binomial
573_cpu_act;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.271118129819284;train;2.06793713498333;6;215;442;2;16;5735;continuous
573_cpu_act;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.27896141677875;test;2.06793713498333;6;215;442;2;16;5735;continuous
706_sleuth_case1202;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.563903235814877;train;0.556604023333333;9;12;232;1;6;66;continuous
706_sleuth_case1202;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.696846874151093;test;0.556604023333333;9;12;232;1;6;66;continuous
credit_a;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126103556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903173361154582;train;0.387466896666667;6;56;292;4;14;483;binomial
credit_a;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126103556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915835059310864;test;0.387466896666667;6;56;292;4;14;483;binomial
analcatdata_cyyoung9302;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864795918367347;train;0.614139318333333;11;24;500;3;6;65;binomial
analcatdata_cyyoung9302;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944444444444444;test;0.614139318333333;11;24;500;3;6;65;binomial
617_fri_c3_500_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836327060701534;train;0.29384657;3;10;72;5;5;350;continuous
617_fri_c3_500_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897423647051222;test;0.29384657;3;10;72;5;5;350;continuous
656_fri_c1_100_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.763595226491474;train;1.73387908333333;10;236;492;5;5;70;continuous
656_fri_c1_100_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.996424796248168;test;1.73387908333333;10;236;492;5;5;70;continuous
nikuradse_2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840871117831297;train;0.0436414783333333;3;2;16;0;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743468290883518;test;0.0436414783333333;3;2;16;0;1;254;continuous
prnn_crabs;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998979383547663;train;0.633648035;3;160;326;3;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99888765294772;test;0.633648035;3;160;326;3;3;140;binomial
tokyo1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995118201037863;train;0.979659511666667;3;160;326;10;21;672;binomial
tokyo1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984762505254309;test;0.979659511666667;3;160;326;10;21;672;binomial
prnn_fglass;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917702057613169;train;0.0882084216666667;3;9;62;5;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854472402597403;test;0.0882084216666667;3;9;62;5;9;144;multinomial
breast_cancer;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760579196217494;train;1.23933391;6;220;452;3;9;201;binomial
breast_cancer;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.659;test;1.23933391;6;220;452;3;9;201;binomial
magic;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868265830270856;train;0.317769620016667;3;36;158;9;9;13314;binomial
magic;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859266494110076;test;0.317769620016667;3;36;158;9;9;13314;binomial
magic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842320236875522;train;7.92298326165;19;374;786;8;9;13314;binomial
magic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823563652649413;test;7.92298326165;19;374;786;8;9;13314;binomial
clean2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.525255041769371;train;32.2811574533333;10;92;430;58;107;4619;binomial
clean2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.529023137196925;test;32.2811574533333;10;92;430;58;107;4619;binomial
1595_poker;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814583352796629;train;33.6786821866667;3;160;326;10;10;717507;continuous
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635_fri_c0_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508922355281046;train;0.16205143;3;50;166;10;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514176123402989;test;0.16205143;3;50;166;10;10;175;continuous
analcatdata_cyyoung8092;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919471153846154;train;0.849224806666667;5;200;410;5;7;68;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880952380952381;test;0.849224806666667;5;200;410;5;7;68;binomial
penguins;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.734540423333333;3;160;326;5;7;241;multinomial
penguins;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.734540423333333;3;160;326;5;7;241;multinomial
cleve;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953647143370464;train;1.48421439;8;260;536;13;13;213;binomial
cleve;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900197628458498;test;1.48421439;8;260;536;13;13;213;binomial
644_fri_c4_250_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857654748304559;train;1.17096237498333;7;48;318;22;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808685643866587;test;1.17096237498333;7;48;318;22;24;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829047104588929;train;0.973291926666667;3;160;326;11;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83054359940705;test;0.973291926666667;3;160;326;11;25;175;continuous
optdigits;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999500548364669;train;5.88999033;3;160;326;61;61;3934;multinomial
optdigits;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998902953886184;test;5.88999033;3;160;326;61;61;3934;multinomial
clean1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125204616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951690469250947;train;1.190995105;11;233;510;39;92;334;binomial
clean1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125204616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838494231936855;test;1.190995105;11;233;510;39;92;334;binomial
611_fri_c3_100_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.74392473132158;train;0.146166114983333;3;8;60;4;4;70;continuous
611_fri_c3_100_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.07516642788312;test;0.146166114983333;3;8;60;4;4;70;continuous
573_cpu_act;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.127490489676803;train;28.0702430033333;12;308;640;14;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182598345559364;test;28.0702430033333;12;308;640;14;17;5735;continuous
643_fri_c2_500_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222793841531481;train;3.71645802833333;11;320;662;14;25;350;continuous
643_fri_c2_500_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397298319526592;test;3.71645802833333;11;320;662;14;25;350;continuous
641_fri_c1_500_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838532940244383;train;2.12830856333333;11;288;598;10;10;350;continuous
641_fri_c1_500_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825950293134809;test;2.12830856333333;11;288;598;10;10;350;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.152191301647004;train;3.84823011;16;401;834;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259150389153433;test;3.84823011;16;401;834;5;5;700;continuous
547_no2;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124213115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.618337428205943;train;0.525056325;3;14;88;7;7;350;continuous
547_no2;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124213115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.673700689142315;test;0.525056325;3;14;88;7;7;350;continuous
583_fri_c1_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825019570910543;train;0.82954915;3;72;150;9;50;700;continuous
583_fri_c1_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826040271350042;test;0.82954915;3;72;150;9;50;700;continuous
prnn_synth;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973085968121244;train;0.701932463333333;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927706552706553;test;0.701932463333333;3;160;326;2;2;175;binomial
magic;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851612555167277;train;0.937867705;9;36;390;8;9;13314;binomial
magic;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846380876253532;test;0.937867705;9;36;390;8;9;13314;binomial
cleveland;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124191612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71290453136607;train;2.18337819666667;9;280;578;8;13;213;multinomial
cleveland;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124191612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.558329566854991;test;2.18337819666667;9;280;578;8;13;213;multinomial
analcatdata_boxing1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.369753086419753;train;0.737868086666667;3;160;326;2;3;84;binomial
analcatdata_boxing1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.737868086666667;3;160;326;2;3;84;binomial
618_fri_c3_1000_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187226948690232;train;3.91018270333333;14;360;748;4;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303246119635404;test;3.91018270333333;14;360;748;4;50;700;continuous
penguins;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0499550616666667;3;7;50;5;7;241;multinomial
penguins;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0499550616666667;3;7;50;5;7;241;multinomial
659_sleuth_ex1714;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125200914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314196724181473;train;2.5841142;15;400;830;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125200914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.696802400397435;test;2.5841142;15;400;830;1;1;33;continuous
663_rabe_266;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.13018675009329;train;0.0992571216666667;3;4;32;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.123168954604349;test;0.0992571216666667;3;4;32;2;2;84;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757432080016833;train;1.09775444166667;6;20;256;10;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.905331662955861;test;1.09775444166667;6;20;256;10;10;175;continuous
633_fri_c0_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506961577727995;train;1.7131052;8;50;360;23;25;350;continuous
633_fri_c0_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520984455708474;test;1.7131052;8;50;360;23;25;350;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.135492377150783;train;5.85635173833333;13;360;746;6;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261099105550487;test;5.85635173833333;13;360;746;6;50;700;continuous
prnn_synth;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927581699346405;train;0.0914218733333333;3;2;16;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950714285714286;test;0.0914218733333333;3;2;16;2;2;175;binomial
yeast;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877250443679923;train;2.767162705;7;240;494;7;8;1036;multinomial
yeast;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863598156418606;test;2.767162705;7;240;494;7;8;1036;multinomial
clean2;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971108388032339;train;3.67750288335;14;300;628;101;102;4619;binomial
clean2;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968946589023861;test;3.67750288335;14;300;628;101;102;4619;binomial
645_fri_c3_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124213710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839589853692086;train;2.40612092666667;12;324;672;5;50;350;continuous
645_fri_c3_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124213710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806056210474467;test;2.40612092666667;12;324;672;5;50;350;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.302255533346559;train;1.77789372833333;11;18;412;7;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.373164465141202;test;1.77789372833333;11;18;412;7;9;165;continuous
confidence;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
analcatdata_authorship;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.299731015;3;63;138;53;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999936544196967;test;4.299731015;3;63;138;53;70;589;multinomial
616_fri_c4_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264926146186557;train;2.0925313;5;200;410;10;50;350;continuous
616_fri_c4_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402588541240051;test;2.0925313;5;200;410;10;50;350;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.486168197243465;train;0.842590185;5;200;410;1;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.597091163493932;test;0.842590185;5;200;410;1;9;70;continuous
allbp;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985570458932686;train;3.46965581335;20;260;560;23;25;2641;multinomial
allbp;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970910566663806;test;3.46965581335;20;260;560;23;25;2641;multinomial
glass;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991544089333847;train;0.637242626666667;3;160;326;3;9;144;multinomial
glass;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861393736238457;test;0.637242626666667;3;160;326;3;9;144;multinomial
mfeat_factors;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.33293157;6;104;264;38;136;1400;multinomial
mfeat_factors;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987696781582367;test;1.33293157;6;104;264;38;136;1400;multinomial
penguins;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999622641509434;train;0.650740443333333;3;160;326;7;7;241;multinomial
penguins;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.650740443333333;3;160;326;7;7;241;multinomial
597_fri_c2_500_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126091044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890773124470871;train;0.772962715;3;160;326;2;5;350;continuous
597_fri_c2_500_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126091044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.908591582022404;test;0.772962715;3;160;326;2;5;350;continuous
sleep;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888534238223527;train;34.9753280316667;2;140;284;12;13;74136;multinomial
sleep;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886682504082853;test;34.9753280316667;2;140;284;12;13;74136;multinomial
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.250311298857949;train;0.28739113;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320885669021305;test;0.28739113;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.248451036048644;train;0.188917946666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.31714646236717;test;0.188917946666667;3;6;48;3;3;333;continuous
horse_colic;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947586922677737;train;1.56661988;9;280;578;14;22;258;binomial
horse_colic;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84593837535014;test;1.56661988;9;280;578;14;22;258;binomial
658_fri_c3_250_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125194816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834209794213909;train;1.54028586666667;6;50;276;12;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125194816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846355075433061;test;1.54028586666667;6;50;276;12;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306816906295552;train;2.25957942833333;11;320;662;12;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483981303635918;test;2.25957942833333;11;320;662;12;25;175;continuous
609_fri_c0_1000_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260220355280578;train;0.938754753333333;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399788054669131;test;0.938754753333333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843115950040984;train;0.293762168333333;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815692650167814;test;0.293762168333333;3;10;72;5;5;700;continuous
637_fri_c1_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253278359647835;train;0.895888711666667;3;160;326;5;50;350;continuous
637_fri_c1_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406746480853051;test;0.895888711666667;3;160;326;5;50;350;continuous
631_fri_c1_500_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85862363799442;train;0.336110233333333;9;25;406;5;5;350;continuous
631_fri_c1_500_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750848168407927;test;0.336110233333333;9;25;406;5;5;350;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125152326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667069924391892;train;30.3877479716667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125152326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667952695550815;test;30.3877479716667;0;100;200;5;10;700000;continuous
backache;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124193626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.820987654320988;train;3.48193663;20;500;1040;20;31;126;binomial
backache;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124193626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.708206686930091;test;3.48193663;20;500;1040;20;31;126;binomial
195_auto_price;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.389536816347326;train;0.73105103335;6;20;254;4;10;112;continuous
195_auto_price;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484308170330409;test;0.73105103335;6;20;254;4;10;112;continuous
titanic;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860601838790835;train;1.64059725668333;6;220;452;7;7;1545;binomial
titanic;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78474393253805;test;1.64059725668333;6;220;452;7;7;1545;binomial
1595_poker;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125100859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8161956242635;train;2.24636158333333;3;49;166;5;10;717507;continuous
1595_poker;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125100859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815157104156108;test;2.24636158333333;3;49;166;5;10;717507;continuous
Hill_Valley_without_noise;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.524837653327413;train;2.89309461166667;17;416;866;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.494772935080768;test;2.89309461166667;17;416;866;1;1;849;binomial
allhyper;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995981813244644;train;4.14696661166667;7;192;398;18;24;2640;multinomial
allhyper;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883047460028334;test;4.14696661166667;7;192;398;18;24;2640;multinomial
yeast;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875754755108867;train;4.36944853;9;248;514;7;8;1036;multinomial
yeast;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863346230188354;test;4.36944853;9;248;514;7;8;1036;multinomial
contraceptive;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847432979105442;train;3.63531659166667;14;380;788;9;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.736067438936291;test;3.63531659166667;14;380;788;9;9;1032;multinomial
659_sleuth_ex1714;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44645784456249;train;0.0332967333333333;3;2;16;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.233889300371392;test;0.0332967333333333;3;2;16;1;1;33;continuous
magic;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867060743058983;train;9.91820162831667;14;9;252;9;9;13314;binomial
magic;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862891026748219;test;9.91820162831667;14;9;252;9;9;13314;binomial
601_fri_c1_250_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791307571723201;train;0.126515778333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837464726473341;test;0.126515778333333;3;25;156;5;5;175;continuous
197_cpu_act;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.185361266358352;train;7.86261329833333;12;34;524;16;17;5735;continuous
197_cpu_act;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.184932881093766;test;7.86261329833333;12;34;524;16;17;5735;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835263119426649;train;0.925010328333333;3;50;150;6;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834755884341978;test;0.925010328333333;3;50;150;6;25;350;continuous
678_visualizing_environmental;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713502153174499;train;0.13498186;5;15;160;3;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768885728791336;test;0.13498186;5;15;160;3;3;78;continuous
cloud;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704178072744249;train;1.57497816166667;5;200;410;5;6;76;multinomial
cloud;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.585076530612245;test;1.57497816166667;5;200;410;5;6;76;multinomial
503_wind;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376566862065372;train;23.21916336;18;391;818;13;14;4602;continuous
503_wind;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.455985975735018;test;23.21916336;18;391;818;13;14;4602;continuous
mnist;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994401819549809;train;117.661056761667;0;100;200;653;656;49000;multinomial
mnist;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993181722080437;test;117.661056761667;0;100;200;653;656;49000;multinomial
texture;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999176292110926;train;5.977124255;10;300;620;12;12;3850;multinomial
texture;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997887268849809;test;5.977124255;10;300;620;12;12;3850;multinomial
analcatdata_happiness;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.709821428571429;train;1.06810020333333;3;160;326;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638888888888889;test;1.06810020333333;3;160;326;1;3;42;multinomial
687_sleuth_ex1605;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.501223992574455;train;0.488697363333333;3;160;326;1;3;44;continuous
687_sleuth_ex1605;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764969798278042;test;0.488697363333333;3;160;326;1;3;44;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457643837873071;train;1.20287930833333;5;200;410;10;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.578248694538292;test;1.20287930833333;5;200;410;10;25;350;continuous
mfeat_zernike;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124183622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991522900807237;train;1.89318246666667;3;160;326;32;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124183622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977624452265982;test;1.89318246666667;3;160;326;32;32;1400;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636658414205012;train;10.8900758233333;8;11;136;1;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.606050530845922;test;10.8900758233333;8;11;136;1;11;3429;multinomial
confidence;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125155546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942328042328042;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125155546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951111111111111;test;;-Inf;-Inf;;1;1;51;multinomial
599_fri_c2_1000_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806316281010042;train;0.349499133333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827991210369772;test;0.349499133333333;3;10;72;5;5;700;continuous
207_autoPrice;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342553636148787;train;0.255900876666667;3;18;128;9;9;112;continuous
207_autoPrice;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.582826366251925;test;0.255900876666667;3;18;128;9;9;112;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835259551071049;train;1.52229730331667;6;220;452;5;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813363162980031;test;1.52229730331667;6;220;452;5;9;175;continuous
page_blocks;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940705258826134;train;21.8925579316667;5;8;84;4;8;3832;multinomial
page_blocks;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956259918499547;test;21.8925579316667;5;8;84;4;8;3832;multinomial
633_fri_c0_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235102662140126;train;1.357276885;3;160;326;10;25;350;continuous
633_fri_c0_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532078718038983;test;1.357276885;3;160;326;10;25;350;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124211852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842477232069579;train;0.23909298;3;90;186;5;50;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124211852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803301642246515;test;0.23909298;3;90;186;5;50;700;continuous
new_thyroid;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124180927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999873015873016;train;0.758183411666667;3;160;326;5;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124180927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99440329218107;test;0.758183411666667;3;160;326;5;5;151;multinomial
228_elusage;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.413335386996535;train;0.574183321666667;3;160;326;1;1;39;continuous
228_elusage;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.554395492066064;test;0.574183321666667;3;160;326;1;1;39;continuous
dis;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788514702186479;train;1.91799485833333;6;214;440;24;25;2641;binomial
dis;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799523383973786;test;1.91799485833333;6;214;440;24;25;2641;binomial
prnn_fglass;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905060787771899;train;2.43031014833333;9;9;170;7;9;144;multinomial
prnn_fglass;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875673701298701;test;2.43031014833333;9;9;170;7;9;144;multinomial
695_chatfield_4;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308524236732151;train;0.545946023333333;3;160;326;5;9;165;continuous
695_chatfield_4;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416480640153256;test;0.545946023333333;3;160;326;5;9;165;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800746951438307;train;1.556949545;6;20;252;8;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829626458291847;test;1.556949545;6;20;252;8;10;175;continuous
optdigits;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125192810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999294700457417;train;9.56838427833333;5;200;410;60;60;3934;multinomial
optdigits;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125192810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998727541911605;test;9.56838427833333;5;200;410;60;60;3934;multinomial
cleve;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125125446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937876299945265;train;1.02612067;6;13;162;8;13;213;binomial
cleve;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125125446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89693313222725;test;1.02612067;6;13;162;8;13;213;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747863247863248;train;0.292705163333333;9;12;220;1;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.585561497326203;test;0.292705163333333;9;12;220;1;3;93;binomial
1595_poker;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814421297188997;train;27.5659633916667;3;160;326;10;10;717507;continuous
1595_poker;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813468936471674;test;27.5659633916667;3;160;326;10;10;717507;continuous
hypothyroid;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998146801681179;train;1.92216456666667;3;160;326;5;20;2215;binomial
hypothyroid;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993086283185841;test;1.92216456666667;3;160;326;5;20;2215;binomial
breast_w;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995502221239101;train;0.884282405;7;8;120;7;8;490;binomial
breast_w;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994322789943228;test;0.884282405;7;8;120;7;8;490;binomial
643_fri_c2_500_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876769344578895;train;2.19858517166667;9;50;402;20;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875078236815927;test;2.19858517166667;9;50;402;20;25;350;continuous
648_fri_c1_250_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.93539010806126;train;0.208310771666667;3;90;186;1;50;175;continuous
648_fri_c1_250_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.942341152401859;test;0.208310771666667;3;90;186;1;50;175;continuous
calendarDOW;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824987536492836;train;0.962637421666667;3;160;326;13;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760664676760048;test;0.962637421666667;3;160;326;13;14;280;multinomial
crx;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9116869705244;train;1.84939256333333;8;13;194;4;13;483;binomial
crx;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913224299065421;test;1.84939256333333;8;13;194;4;13;483;binomial
557_analcatdata_apnea1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226250032512177;train;0.0806916183333333;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.428184766801677;test;0.0806916183333333;3;15;120;3;3;333;continuous
cloud;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.634656915;3;160;326;1;5;76;multinomial
cloud;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946408529741863;test;0.634656915;3;160;326;1;5;76;multinomial
saheart;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79604743083004;train;0.975804766666667;5;200;410;9;9;324;binomial
saheart;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.756989247311828;test;0.975804766666667;5;200;410;9;9;324;binomial
227_cpu_small;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315626900498406;train;2.45944115333333;7;24;252;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297626612186688;test;2.45944115333333;7;24;252;3;12;5735;continuous
breast_cancer_wisconsin;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998206157965194;train;1.88021601333333;6;22;250;13;22;399;binomial
breast_cancer_wisconsin;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990740740740741;test;1.88021601333333;6;22;250;13;22;399;binomial
583_fri_c1_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287461504096531;train;2.19770893333333;6;220;452;5;50;700;continuous
583_fri_c1_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396530495225337;test;2.19770893333333;6;220;452;5;50;700;continuous
pendigits;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997614949301814;train;40.6533395166667;3;16;92;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997451728473636;test;40.6533395166667;3;16;92;16;16;7695;multinomial
allrep;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925274508328971;train;31.0550701033333;6;25;260;4;25;2641;multinomial
allrep;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912980028596467;test;31.0550701033333;6;25;260;4;25;2641;multinomial
631_fri_c1_500_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281432483607597;train;1.08413854333333;6;220;452;4;5;350;continuous
631_fri_c1_500_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381637047876583;test;1.08413854333333;6;220;452;4;5;350;continuous
631_fri_c1_500_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279981875147727;train;0.603995265;3;160;326;4;5;350;continuous
631_fri_c1_500_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382991420462405;test;0.603995265;3;160;326;4;5;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838831691113018;train;0.869599335;3;160;326;10;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.911500983844994;test;0.869599335;3;160;326;10;25;350;continuous
mfeat_morphological;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918072050839228;train;0.042192865;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911217436382292;test;0.042192865;3;2;16;2;2;1400;multinomial
622_fri_c2_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799725285200406;train;0.737094966666667;3;72;150;32;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829535350440555;test;0.737094966666667;3;72;150;32;50;700;continuous
574_house_16H;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476326101455126;train;8.52753995666667;19;416;870;15;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485320115534918;test;8.52753995666667;19;416;870;15;15;15949;continuous
wine_quality_white;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86507361222608;train;2.43755187833333;3;160;326;11;11;3429;multinomial
wine_quality_white;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78001046776203;test;2.43755187833333;3;160;326;11;11;3429;multinomial
344_mv;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0451110583975283;train;30.0912413666667;2;160;284;6;10;28538;continuous
344_mv;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0468435958339537;test;30.0912413666667;2;160;284;6;10;28538;continuous
sleep;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893726606964961;train;44.2634009966667;2;140;284;13;13;74136;multinomial
sleep;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891487503269454;test;44.2634009966667;2;140;284;13;13;74136;multinomial
626_fri_c2_500_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838590700203894;train;0.758616776666667;3;72;150;6;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836089054798234;test;0.758616776666667;3;72;150;6;50;350;continuous
687_sleuth_ex1605;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.680576421767738;train;1.089788405;6;220;452;2;4;44;continuous
687_sleuth_ex1605;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668981872617084;test;1.089788405;6;220;452;2;4;44;continuous
527_analcatdata_election2000;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124183150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169378379316471;train;1.54571145666667;10;276;572;1;1;47;continuous
527_analcatdata_election2000;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124183150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150404572343236;test;1.54571145666667;10;276;572;1;1;47;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126115339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225701025800358;train;2.04763638166667;13;360;746;3;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126115339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.698872651260559;test;2.04763638166667;13;360;746;3;4;70;continuous
horse_colic;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852359693877551;train;1.08175420666667;11;88;510;2;22;258;binomial
horse_colic;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818713450292398;test;1.08175420666667;11;88;510;2;22;258;binomial
522_pm10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125152507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.735069649704558;train;0.836896526666667;3;160;326;7;7;350;continuous
522_pm10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125152507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791446060468067;test;0.836896526666667;3;160;326;7;7;350;continuous
analcatdata_germangss;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746818318091668;train;4.416414965;20;494;1028;4;5;280;multinomial
analcatdata_germangss;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680528642829681;test;4.416414965;20;494;1028;4;5;280;multinomial
confidence;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954232804232804;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92;test;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907280844155844;train;1.06989870333333;6;220;452;1;1;51;multinomial
confidence;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894166666666667;test;1.06989870333333;6;220;452;1;1;51;multinomial
641_fri_c1_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817292459098102;train;1.90893279666667;8;20;330;6;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875622021673645;test;1.90893279666667;8;20;330;6;10;350;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835912370967425;train;0.824235028333333;3;160;326;10;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842834401542327;test;0.824235028333333;3;160;326;10;100;700;continuous
227_cpu_small;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.200024575382351;train;0.465501951666667;9;60;428;12;12;5735;continuous
227_cpu_small;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.192031491978962;test;0.465501951666667;9;60;428;12;12;5735;continuous
tokyo1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98745365872065;train;1.29473128333333;3;160;326;20;21;672;binomial
tokyo1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979242877729742;test;1.29473128333333;3;160;326;20;21;672;binomial
596_fri_c2_250_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783803331707289;train;0.2015466;6;25;282;5;5;175;continuous
596_fri_c2_250_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866842330942673;test;0.2015466;6;25;282;5;5;175;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837036102718989;train;0.639326430016667;3;160;326;10;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.896122567011521;test;0.639326430016667;3;160;326;10;50;350;continuous
spectf;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929007500436072;train;8.52643711166667;11;44;474;40;44;245;binomial
spectf;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831597222222222;test;8.52643711166667;11;44;474;40;44;245;binomial
heart_h;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883149654959316;train;0.691421638333333;3;160;326;5;12;206;binomial
heart_h;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875757575757576;test;0.691421638333333;3;160;326;5;12;206;binomial
spectf;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892203035060178;train;2.61612440166667;14;380;788;12;44;245;binomial
spectf;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822482638888889;test;2.61612440166667;14;380;788;12;44;245;binomial
646_fri_c3_500_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789997388763377;train;1.33755044333333;5;200;410;7;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848765261903892;test;1.33755044333333;5;200;410;7;9;350;continuous
201_pol;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830128726113584;train;10.423305155;8;51;356;26;26;10500;continuous
201_pol;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85296503945356;test;10.423305155;8;51;356;26;26;10500;continuous
574_house_16H;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410841585939522;train;15.5473580383333;3;160;326;14;15;15949;continuous
574_house_16H;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425653661384575;test;15.5473580383333;3;160;326;14;15;15949;continuous
503_wind;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452385232736678;train;1.59209009166667;7;70;344;14;14;4602;continuous
503_wind;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451089372174944;test;1.59209009166667;7;70;344;14;14;4602;continuous
sonar;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125145435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91849765258216;train;1.13808691333333;3;50;138;60;60;146;binomial
sonar;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125145435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92948717948718;test;1.13808691333333;3;50;138;60;60;146;binomial
flags;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99995;train;1.09407135333333;12;36;516;31;36;125;multinomial
flags;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668083333333333;test;1.09407135333333;12;36;516;31;36;125;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796170695293101;train;0.31885048;9;11;206;4;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742019956850054;test;0.31885048;9;11;206;4;11;1120;multinomial
210_cloud;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.275123159226265;train;0.866833958333333;11;10;232;3;5;76;continuous
210_cloud;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.214753527340708;test;0.866833958333333;11;10;232;3;5;76;continuous
hypothyroid;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929784316827506;train;0.978150818333333;13;80;586;8;20;2215;binomial
hypothyroid;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930206861107542;test;0.978150818333333;13;80;586;8;20;2215;binomial
645_fri_c3_500_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198533214933787;train;3.302943325;14;380;788;3;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365044627995935;test;3.302943325;14;380;788;3;50;350;continuous
649_fri_c0_500_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458474426228679;train;0.964750221666667;3;160;326;5;5;350;continuous
649_fri_c0_500_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468152464372272;test;0.964750221666667;3;160;326;5;5;350;continuous
1096_FacultySalaries;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262870596201042;train;0.552674431666667;3;160;326;1;2;35;continuous
1096_FacultySalaries;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.641884957205654;test;0.552674431666667;3;160;326;1;2;35;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812256819634406;train;0.879424998333333;3;160;326;5;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85245485030772;test;0.879424998333333;3;160;326;5;5;70;continuous
562_cpu_small;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321277961049522;train;2.18572716;5;24;204;3;12;5735;continuous
562_cpu_small;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339978530124027;test;2.18572716;5;24;204;3;12;5735;continuous
analcatdata_boxing2;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74213691026827;train;0.10537596165;3;3;24;1;3;93;binomial
analcatdata_boxing2;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.508571428571429;test;0.10537596165;3;3;24;1;3;93;binomial
613_fri_c3_250_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811020883399203;train;0.860173098333333;3;160;326;5;5;175;continuous
613_fri_c3_250_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791076830187468;test;0.860173098333333;3;160;326;5;5;175;continuous
analcatdata_japansolvent;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124190747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958333333333333;train;0.107132713333333;3;5;36;5;5;37;binomial
analcatdata_japansolvent;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124190747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833333333333333;test;0.107132713333333;3;5;36;5;5;37;binomial
letter;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958637036752557;train;4.48065057331667;9;16;290;9;16;14000;multinomial
letter;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959067761128959;test;4.48065057331667;9;16;290;9;16;14000;multinomial
flags;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873712889476778;train;0.886520828333333;11;39;474;11;39;125;multinomial
flags;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.623218694885362;test;0.886520828333333;11;39;474;11;39;125;multinomial
ring;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.77677577113037;train;1.19783611833333;13;80;586;20;20;5180;binomial
ring;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763975135114954;test;1.19783611833333;13;80;586;20;20;5180;binomial
dermatology;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998712547179427;train;0.774923326666667;3;160;326;22;25;257;multinomial
dermatology;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997612958226769;test;0.774923326666667;3;160;326;22;25;257;multinomial
contraceptive;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740907315732265;train;0.16652659;7;9;134;9;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.701280152559972;test;0.16652659;7;9;134;9;9;1032;multinomial
labor;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945333333333333;train;0.203614426666667;3;59;166;2;16;40;binomial
labor;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941666666666667;test;0.203614426666667;3;59;166;2;16;40;binomial
heart_statlog;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937106210621062;train;1.22012197;9;13;234;12;13;189;binomial
heart_statlog;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90625;test;1.22012197;9;13;234;12;13;189;binomial
641_fri_c1_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840473758500342;train;1.50517951666667;8;20;332;10;10;350;continuous
641_fri_c1_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826936933780792;test;1.50517951666667;8;20;332;10;10;350;continuous
ionosphere;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963332171488324;train;0.785721176683333;11;127;510;27;32;246;binomial
ionosphere;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894507410636443;test;0.785721176683333;11;127;510;27;32;246;binomial
fars;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892255521426653;train;30.97242429;10;21;384;11;21;70678;multinomial
fars;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880989063327921;test;30.97242429;10;21;384;11;21;70678;multinomial
641_fri_c1_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817278244274279;train;0.84201403335;5;20;214;5;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878315189486103;test;0.84201403335;5;20;214;5;10;350;continuous
analcatdata_authorship;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.72183684166667;3;62;138;49;70;589;multinomial
analcatdata_authorship;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999961473262444;test;2.72183684166667;3;62;138;49;70;589;multinomial
haberman;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712790430181735;train;0.584647833333333;3;160;326;1;3;215;binomial
haberman;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679108796296296;test;0.584647833333333;3;160;326;1;3;215;binomial
tae;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.660201868535202;train;0.7896963;3;160;326;5;5;106;multinomial
tae;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776654411764706;test;0.7896963;3;160;326;5;5;106;multinomial
pendigits;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998354421959023;train;0.711281411666667;3;16;94;15;16;7695;multinomial
pendigits;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997644890483289;test;0.711281411666667;3;16;94;15;16;7695;multinomial
560_bodyfat;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0241571494888983;train;0.613744781666667;3;160;326;11;12;177;continuous
560_bodyfat;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0474666570193748;test;0.613744781666667;3;160;326;11;12;177;continuous
644_fri_c4_250_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823160482139904;train;0.650067576666667;3;49;150;12;25;175;continuous
644_fri_c4_250_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849090489144955;test;0.650067576666667;3;49;150;12;25;175;continuous
iris;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9953125;train;0.87710032;3;160;326;1;3;105;multinomial
iris;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985185185185185;test;0.87710032;3;160;326;1;3;105;multinomial
537_houses;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.451433665504752;train;20.6981722383333;20;381;802;5;6;14448;continuous
537_houses;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49517881815708;test;20.6981722383333;20;381;802;5;6;14448;continuous
texture;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999542915062508;train;3.88607648;6;220;452;13;15;3850;multinomial
texture;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998121083469438;test;3.88607648;6;220;452;13;15;3850;multinomial
wine_quality_white;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.608111867342517;train;0.264701943316667;6;11;122;1;11;3429;multinomial
wine_quality_white;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.557678877484927;test;0.264701943316667;6;11;122;1;11;3429;multinomial
1089_USCrime;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.426802378781788;train;1.099667505;7;208;430;2;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.314514263621504;test;1.099667505;7;208;430;2;4;33;continuous
hepatitis;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940746753246753;train;3.33867608833333;20;500;1040;10;18;109;binomial
hepatitis;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.707792207792208;test;3.33867608833333;20;500;1040;10;18;109;binomial
tokyo1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970990125952418;train;0.775987976666667;3;160;326;10;22;672;binomial
tokyo1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970261941448382;test;0.775987976666667;3;160;326;10;22;672;binomial
waveform_21;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967413175040884;train;13.1841987700167;9;21;306;19;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965458908482487;test;13.1841987700167;9;21;306;19;21;3500;multinomial
617_fri_c3_500_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816841130528437;train;0.153587088333333;5;25;240;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866954135914645;test;0.153587088333333;5;25;240;5;5;350;continuous
prnn_synth;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938724849751764;train;0.0531824983333333;3;8;64;2;2;175;binomial
prnn_synth;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935185185185185;test;0.0531824983333333;3;8;64;2;2;175;binomial
clean2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973151206705474;train;0.484013605;3;80;166;107;108;4619;binomial
clean2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971689233362477;test;0.484013605;3;80;166;107;108;4619;binomial
645_fri_c3_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803993505730012;train;2.62613027333333;8;100;360;25;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.895469501312704;test;2.62613027333333;8;100;360;25;50;350;continuous
mfeat_fourier;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99611306678414;train;2.57234820666667;3;160;326;70;76;1400;multinomial
mfeat_fourier;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976505331613711;test;2.57234820666667;3;160;326;70;76;1400;multinomial
waveform_21;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967615732304832;train;6.50432878333333;3;21;120;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965208232764858;test;6.50432878333333;3;21;120;21;21;3500;multinomial
penguins;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0512665616666667;3;7;50;5;7;241;multinomial
penguins;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0512665616666667;3;7;50;5;7;241;multinomial
631_fri_c1_500_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802947385927926;train;0.113556226666667;3;25;156;5;5;350;continuous
631_fri_c1_500_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.87885640021448;test;0.113556226666667;3;25;156;5;5;350;continuous
1196_BNG_pharynx;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656958653789864;train;6.41736847333333;8;50;376;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658109051786652;test;6.41736847333333;8;50;376;10;10;700000;continuous
644_fri_c4_250_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259251942570564;train;2.83943690835;13;344;714;6;25;175;continuous
644_fri_c4_250_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479078268513981;test;2.83943690835;13;344;714;6;25;175;continuous
bupa;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735521367521368;train;0.345418998333333;10;20;332;5;5;242;binomial
bupa;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.61500754147813;test;0.345418998333333;10;20;332;5;5;242;binomial
579_fri_c0_250_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491354675382159;train;0.117224885;3;25;156;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517413031413314;test;0.117224885;3;25;156;5;5;175;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788026403114264;train;0.8444673;3;160;326;14;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.885982262516092;test;0.8444673;3;160;326;14;25;350;continuous
706_sleuth_case1202;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.578610621180488;train;1.57521199166667;7;228;470;6;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.656762698166777;test;1.57521199166667;7;228;470;6;6;66;continuous
687_sleuth_ex1605;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600043107584356;train;0.2442827;5;8;92;3;4;44;continuous
687_sleuth_ex1605;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.766519578322047;test;0.2442827;5;8;92;3;4;44;continuous
ann_thyroid;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125205507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996715968324819;train;2.05857478;3;160;326;16;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125205507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995759802221662;test;2.05857478;3;160;326;16;21;5040;multinomial
561_cpu;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.100084433351906;train;0.383673553333333;7;35;334;7;7;147;continuous
561_cpu;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144237480304468;test;0.383673553333333;7;35;334;7;7;147;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16995349931952;train;3.34480834666667;14;372;772;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280204769578481;test;3.34480834666667;14;372;772;5;5;700;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814699859721362;train;0.488575835;7;154;322;5;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849166517640987;test;0.488575835;7;154;322;5;50;350;continuous
labor;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998666666666667;train;0.55892599835;9;58;418;4;15;40;binomial
labor;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966666666666667;test;0.55892599835;9;58;418;4;15;40;binomial
644_fri_c4_250_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126095806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.912259244911083;train;1.67237997666667;7;240;494;3;24;175;continuous
644_fri_c4_250_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126095806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863357972368153;test;1.67237997666667;7;240;494;3;24;175;continuous
581_fri_c3_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124183008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827261626407774;train;1.157807475;5;200;410;15;25;350;continuous
581_fri_c3_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124183008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804821491584438;test;1.157807475;5;200;410;15;25;350;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.711525347841534;train;0.383841803333333;7;45;334;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.708405792453563;test;0.383841803333333;7;45;334;8;9;12248;continuous
agaricus_lepiota;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999797279925719;train;4.36763583166667;3;160;326;10;20;5702;binomial
agaricus_lepiota;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999912850057854;test;4.36763583166667;3;160;326;10;20;5702;binomial
618_fri_c3_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807961613684079;train;0.241692231666667;3;90;186;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8417543652324;test;0.241692231666667;3;90;186;5;50;700;continuous
credit_a;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917683881064163;train;1.50293904;5;200;410;10;13;483;binomial
credit_a;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942901525136509;test;1.50293904;5;200;410;10;13;483;binomial
wdbc;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998393574297189;train;0.95905927;3;21;128;11;21;399;binomial
wdbc;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98805256869773;test;0.95905927;3;21;128;11;21;399;binomial
bupa;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.731213675213675;train;0.675414905;3;160;326;5;5;242;binomial
bupa;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.544494720965309;test;0.675414905;3;160;326;5;5;242;binomial
602_fri_c3_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.935450318163102;train;0.295506716666667;3;18;124;0;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.946524493597546;test;0.295506716666667;3;18;124;0;9;175;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269121486219956;train;1.46670975333333;3;160;326;4;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336125675946942;test;1.46670975333333;3;160;326;4;25;700;continuous
analcatdata_creditscore;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.260709048333333;3;112;230;4;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976076555023923;test;0.260709048333333;3;112;230;4;6;70;binomial
tokyo1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97734960599654;train;1.13772698;3;160;326;5;23;672;binomial
tokyo1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975357292980244;test;1.13772698;3;160;326;5;23;672;binomial
579_fri_c0_250_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292915330503892;train;2.02146471833333;14;332;692;5;5;175;continuous
579_fri_c0_250_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.512400103119283;test;2.02146471833333;14;332;692;5;5;175;continuous
vowel;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971306896889248;train;0.606870598333333;9;13;238;10;13;693;multinomial
vowel;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962064098659376;test;0.606870598333333;9;13;238;10;13;693;multinomial
prnn_crabs;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986527862829149;train;0.993001053333333;5;200;410;4;4;140;binomial
prnn_crabs;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954393770856507;test;0.993001053333333;5;200;410;4;4;140;binomial
645_fri_c3_500_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125190830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817635103343355;train;0.947328541666667;3;72;150;35;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125190830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815264284071213;test;0.947328541666667;3;72;150;35;50;350;continuous
analcatdata_creditscore;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998931623931624;train;0.393608026666667;3;128;262;6;6;70;binomial
analcatdata_creditscore;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994708994708995;test;0.393608026666667;3;128;262;6;6;70;binomial
624_fri_c0_100_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320988048881305;train;1.04067525333333;5;200;410;5;5;70;continuous
624_fri_c0_100_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.636246960830964;test;1.04067525333333;5;200;410;5;5;70;continuous
bupa;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710907599781301;train;1.78404489166667;20;339;718;5;5;242;binomial
bupa;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.669306184012066;test;1.78404489166667;20;339;718;5;5;242;binomial
biomed;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958102766798419;train;0.243558573333333;5;32;236;7;8;147;binomial
biomed;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963095238095238;test;0.243558573333333;5;32;236;7;8;147;binomial
diabetes;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993106238620625;train;2.91341183333333;14;380;788;7;8;538;binomial
diabetes;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.835126304884851;test;2.91341183333333;14;380;788;7;8;538;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.87408530665;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991450471698113;test;0.87408530665;3;160;326;22;22;399;binomial
optdigits;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.206751065;3;52;138;58;61;3934;multinomial
optdigits;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985471903543242;test;2.206751065;3;52;138;58;61;3934;multinomial
210_cloud;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197463045065381;train;1.92128005166667;10;300;620;3;5;76;continuous
210_cloud;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358210509902346;test;1.92128005166667;10;300;620;3;5;76;continuous
mfeat_karhunen;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999718571319723;train;21.05712046;3;57;138;64;64;1400;multinomial
mfeat_karhunen;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99589265991787;test;21.05712046;3;57;138;64;64;1400;multinomial
magic;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958406571272968;train;34.4849440333333;8;260;536;9;9;13314;binomial
magic;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923105247408736;test;34.4849440333333;8;260;536;9;9;13314;binomial
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828199179062642;train;2.94833278;14;300;628;4;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857322568163392;test;2.94833278;14;300;628;4;50;700;continuous
564_fried;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480610469399266;train;1.05565431333333;3;20;134;7;10;28538;continuous
564_fried;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487958468224467;test;1.05565431333333;3;20;134;7;10;28538;continuous
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995504468612038;train;0.859724706666667;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980616155660377;test;0.859724706666667;3;160;326;22;22;399;binomial
605_fri_c2_250_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.719196921468847;train;0.790484921666667;12;125;564;12;25;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873650051549077;test;0.790484921666667;12;125;564;12;25;175;continuous
analcatdata_japansolvent;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967836257309941;train;0.564808006666667;3;160;326;3;3;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981481481481481;test;0.564808006666667;3;160;326;3;3;37;binomial
227_cpu_small;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.198985358624613;train;0.295776528333333;6;60;302;12;12;5735;continuous
227_cpu_small;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.218151643561178;test;0.295776528333333;6;60;302;12;12;5735;continuous
cmc;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734089344775186;train;0.257063965;11;9;206;9;9;1032;multinomial
cmc;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.714958181450751;test;0.257063965;11;9;206;9;9;1032;multinomial
586_fri_c3_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821193412899276;train;1.58132585833333;7;219;452;15;25;700;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808328535721062;test;1.58132585833333;7;219;452;15;25;700;continuous
wine_recognition;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998792270531401;train;0.675948718333333;3;160;326;8;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994425863991081;test;0.675948718333333;3;160;326;8;13;125;multinomial
605_fri_c2_250_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778405020558791;train;3.53692161998333;13;360;746;6;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.911556536142597;test;3.53692161998333;13;360;746;6;25;175;continuous
nikuradse_1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483541668768495;train;0.614413831666667;3;160;326;2;2;254;continuous
nikuradse_1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.525242270245703;test;0.614413831666667;3;160;326;2;2;254;continuous
hungarian;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124174847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982078483880935;train;3.88167466833333;20;493;1026;8;12;206;binomial
hungarian;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124174847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.853443526170799;test;3.88167466833333;20;493;1026;8;12;206;binomial
ionosphere;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888057594579334;train;0.705210498333333;10;122;468;11;32;246;binomial
ionosphere;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838028169014084;test;0.705210498333333;10;122;468;11;32;246;binomial
653_fri_c0_250_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124192222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441462904485579;train;1.33137300833333;5;200;410;21;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124192222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50396497780849;test;1.33137300833333;5;200;410;21;25;175;continuous
saheart;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.800411522633745;train;1.96643699333333;10;284;588;9;9;324;binomial
saheart;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786672629695886;test;1.96643699333333;10;284;588;9;9;324;binomial
ionosphere;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944017094017094;train;0.519803415;7;118;342;20;32;246;binomial
ionosphere;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907407407407407;test;0.519803415;7;118;342;20;32;246;binomial
optdigits;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999221506044795;train;1.52926777833333;5;57;222;38;61;3934;multinomial
optdigits;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985151754152224;test;1.52926777833333;5;57;222;38;61;3934;multinomial
620_fri_c1_1000_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126090535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839096697940764;train;0.784445299983333;3;160;326;24;25;700;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126090535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869890712053515;test;0.784445299983333;3;160;326;24;25;700;continuous
601_fri_c1_250_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768686502278408;train;0.263705886666667;7;25;324;5;5;175;continuous
601_fri_c1_250_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857070506495272;test;0.263705886666667;7;25;324;5;5;175;continuous
605_fri_c2_250_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768460915116583;train;1.3325829;5;200;410;17;25;175;continuous
605_fri_c2_250_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.72929369689242;test;1.3325829;5;200;410;17;25;175;continuous
clean2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971779339136423;train;3.4488806;6;188;388;103;104;4619;binomial
clean2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966149956284411;test;3.4488806;6;188;388;103;104;4619;binomial
penguins;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.368955698316667;3;7;50;4;7;241;multinomial
penguins;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.368955698316667;3;7;50;4;7;241;multinomial
yeast;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906234009138578;train;5.46281829333333;8;8;136;7;8;1036;multinomial
yeast;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867322813855362;test;5.46281829333333;8;8;136;7;8;1036;multinomial
344_mv;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143107303987047;train;3.95735958166667;6;204;420;7;10;28538;continuous
344_mv;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144978478762179;test;3.95735958166667;6;204;420;7;10;28538;continuous
saheart;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981567215363512;train;0.664182843333333;3;160;326;9;9;324;binomial
saheart;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741726296958855;test;0.664182843333333;3;160;326;9;9;324;binomial
nikuradse_1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348510959373627;train;0.0624162883333333;3;10;80;2;2;254;continuous
nikuradse_1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.311068375443957;test;0.0624162883333333;3;10;80;2;2;254;continuous
fars;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915712242340956;train;32.1070214883333;1;120;242;21;21;70678;multinomial
fars;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891357996006018;test;32.1070214883333;1;120;242;21;21;70678;multinomial
207_autoPrice;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342161699032176;train;0.451877025;3;18;116;9;9;112;continuous
207_autoPrice;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.567361808882855;test;0.451877025;3;18;116;9;9;112;continuous
labor;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.607504123333333;3;160;326;5;15;40;binomial
labor;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957142857142857;test;0.607504123333333;3;160;326;5;15;40;binomial
adult;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905802526205056;train;3.531416295;7;48;334;9;12;34190;binomial
adult;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899377532670682;test;3.531416295;7;48;334;9;12;34190;binomial
210_cloud;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.262727573463666;train;0.422788646666667;10;25;434;3;5;76;continuous
210_cloud;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.411313784559671;test;0.422788646666667;10;25;434;3;5;76;continuous
613_fri_c3_250_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790799327785712;train;0.13079408;3;10;72;4;5;175;continuous
613_fri_c3_250_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818879131235754;test;0.13079408;3;10;72;4;5;175;continuous
horse_colic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977933473022525;train;1.065365935;5;200;410;22;22;258;binomial
horse_colic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.872933884297521;test;1.065365935;5;200;410;22;22;258;binomial
breast_cancer;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126102255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.711170212765958;train;0.98279028;16;36;702;2;9;201;binomial
breast_cancer;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126102255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.664666666666667;test;0.98279028;16;36;702;2;9;201;binomial
haberman;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125100516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.73159509202454;train;0.268275808333333;11;12;256;2;3;215;binomial
haberman;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125100516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.690767519466073;test;0.268275808333333;11;12;256;2;3;215;binomial
651_fri_c0_100_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491826343141849;train;2.15116403;11;288;598;17;25;70;continuous
651_fri_c0_100_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489173926656175;test;2.15116403;11;288;598;17;25;70;continuous
texture;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999989426502701;train;0.794542568333333;5;13;128;12;13;3850;multinomial
texture;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997135687123656;test;0.794542568333333;5;13;128;12;13;3850;multinomial
622_fri_c2_1000_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124183629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832431640929556;train;0.771455708333333;3;160;326;10;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124183629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821347899501155;test;0.771455708333333;3;160;326;10;50;700;continuous
analcatdata_happiness;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709821428571429;train;0.02936969;3;3;24;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638888888888889;test;0.02936969;3;3;24;1;3;42;multinomial
auto;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930866632469026;train;0.622847316666667;11;22;422;11;22;142;multinomial
auto;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853320728291317;test;0.622847316666667;11;22;422;11;22;142;multinomial
557_analcatdata_apnea1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33862757036813;train;0.640367725;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157973122043711;test;0.640367725;3;160;326;0;3;333;continuous
mfeat_karhunen;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.591650631666667;3;58;138;29;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95783890014484;test;0.591650631666667;3;58;138;29;64;1400;multinomial
prnn_fglass;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125110045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996811594202899;train;0.676458826666667;3;160;326;9;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125110045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940954861111111;test;0.676458826666667;3;160;326;9;9;144;multinomial
credit_g;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953678526108901;train;4.514509895;15;392;814;17;20;700;binomial
credit_g;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786519349286547;test;4.514509895;15;392;814;17;20;700;binomial
225_puma8NH;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.74780552343793;train;1.32573626666667;7;16;240;2;8;5735;continuous
225_puma8NH;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756777700009078;test;1.32573626666667;7;16;240;2;8;5735;continuous
Hill_Valley_with_noise;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.598082685904551;train;0.86118014;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.511140792908749;test;0.86118014;3;160;326;1;1;849;binomial
flags;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862429016179741;train;17.8485983016667;16;39;680;35;39;125;multinomial
flags;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.640891265597148;test;17.8485983016667;16;39;680;35;39;125;multinomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944078947368421;train;0.559572983333333;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851851851851852;test;0.559572983333333;3;160;326;3;3;35;binomial
596_fri_c2_250_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790293699432282;train;0.26842549;3;10;72;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87693536910753;test;0.26842549;3;10;72;5;5;175;continuous
hungarian;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913385826771654;train;1.80466619833333;8;260;536;11;12;206;binomial
hungarian;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892531876138434;test;1.80466619833333;8;260;536;11;12;206;binomial
wine_quality_red;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.791398307631519;train;11.6698116766667;12;11;258;5;11;1120;multinomial
wine_quality_red;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.741244911507048;test;11.6698116766667;12;11;258;5;11;1120;multinomial
texture;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99999386883508;train;29.8712927633333;3;12;78;12;12;3850;multinomial
texture;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999821976627594;test;29.8712927633333;3;12;78;12;12;3850;multinomial
analcatdata_lawsuit;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995974955277281;train;0.184594;5;16;178;2;4;185;binomial
analcatdata_lawsuit;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.184594;5;16;178;2;4;185;binomial
527_analcatdata_election2000;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.378683550584461;train;0.10651403665;3;6;48;1;3;47;continuous
527_analcatdata_election2000;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.22428613106004;test;0.10651403665;3;6;48;1;3;47;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348463748836125;train;0.983962863333333;3;160;326;11;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.617849714327532;test;0.983962863333333;3;160;326;11;50;175;continuous
bupa;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.728291316526611;train;0.226918906666667;7;20;240;5;5;242;binomial
bupa;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.639969488939741;test;0.226918906666667;7;20;240;5;5;242;binomial
credit_g;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818148858421349;train;1.45384811666667;20;80;880;10;20;700;binomial
credit_g;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774748764643829;test;1.45384811666667;20;80;880;10;20;700;binomial
biomed;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964052287581699;train;0.519675446666667;3;160;326;8;8;147;binomial
biomed;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921052631578947;test;0.519675446666667;3;160;326;8;8;147;binomial
mfeat_factors;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999930615475617;train;2.06923592166667;3;160;326;119;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996246521886932;test;2.06923592166667;3;160;326;119;133;1400;multinomial
617_fri_c3_500_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825035718588774;train;0.843267188333334;3;160;326;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85943110778872;test;0.843267188333334;3;160;326;5;5;350;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199727577726302;train;2.18860739166667;11;320;662;5;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362423905004332;test;2.18860739166667;11;320;662;5;50;175;continuous
522_pm10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.555637073115937;train;1.26181659;6;220;452;6;7;350;continuous
522_pm10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.745911919172097;test;1.26181659;6;220;452;6;7;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261718839164194;train;2.03845017;12;308;640;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394292053953201;test;2.03845017;12;308;640;5;5;350;continuous
horse_colic;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125193726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88049725540846;train;1.11167260833333;5;200;410;3;22;258;binomial
horse_colic;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125193726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876988335100742;test;1.11167260833333;5;200;410;3;22;258;binomial
706_sleuth_case1202;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454618134814727;train;0.365357271666667;7;30;344;4;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.683732849685055;test;0.365357271666667;7;30;344;4;6;66;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460750341410661;train;0.984979035;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511078255976703;test;0.984979035;3;160;326;5;5;700;continuous
magic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870194629357444;train;5.85680306;8;9;144;9;9;13314;binomial
magic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864614872697838;test;5.85680306;8;9;144;9;9;13314;binomial
616_fri_c4_500_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796071794386221;train;1.92957945666667;11;288;598;6;49;350;continuous
616_fri_c4_500_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.902026629081963;test;1.92957945666667;11;288;598;6;49;350;continuous
texture;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997044960315392;train;3.25842779166667;3;160;326;12;12;3850;multinomial
texture;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995000717354726;test;3.25842779166667;3;160;326;12;12;3850;multinomial
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849709899211755;train;0.28029123;5;120;260;4;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871896614523269;test;0.28029123;5;120;260;4;25;700;continuous
225_puma8NH;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.735394307452915;train;1.15866165335;3;160;326;2;8;5735;continuous
225_puma8NH;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.744990606161196;test;1.15866165335;3;160;326;2;8;5735;continuous
churn;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864222402356581;train;1.809666875;3;15;96;10;15;3500;binomial
churn;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840157848160401;test;1.809666875;3;15;96;10;15;3500;binomial
heart_c;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949152542372881;train;1.02344838333333;15;52;670;10;13;213;binomial
heart_c;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865907966353291;test;1.02344838333333;15;52;670;10;13;213;binomial
hepatitis;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92478354978355;train;0.675114075016667;3;160;326;6;18;109;binomial
hepatitis;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633766233766234;test;0.675114075016667;3;160;326;6;18;109;binomial
603_fri_c0_250_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.413071173399094;train;0.63347637;9;210;438;42;50;175;continuous
603_fri_c0_250_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.653498752943606;test;0.63347637;9;210;438;42;50;175;continuous
573_cpu_act;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.133990048900061;train;32.8090836266667;10;300;620;12;16;5735;continuous
573_cpu_act;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18979116046405;test;32.8090836266667;10;300;620;12;16;5735;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125194605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864473834036188;train;0.160634021666667;3;50;166;5;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125194605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817307386358054;test;0.160634021666667;3;50;166;5;10;350;continuous
sleep;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901298105694975;train;32.2894668433333;1;120;242;13;13;74136;multinomial
sleep;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897659742566415;test;32.2894668433333;1;120;242;13;13;74136;multinomial
analcatdata_japansolvent;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964705882352941;train;0.08565014;3;5;36;3;5;37;binomial
analcatdata_japansolvent;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892857142857143;test;0.08565014;3;5;36;3;5;37;binomial
645_fri_c3_500_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799415959334311;train;0.601482823333333;3;72;150;28;50;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787555005601357;test;0.601482823333333;3;72;150;28;50;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812999903902363;train;1.19413973166667;5;200;410;9;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834594247638449;test;1.19413973166667;5;200;410;9;25;350;continuous
617_fri_c3_500_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874028577948095;train;1.68604604;6;220;452;3;4;350;continuous
617_fri_c3_500_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883981115919365;test;1.68604604;6;220;452;3;4;350;continuous
653_fri_c0_250_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124190436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44005928031183;train;1.46057471501667;6;204;420;21;25;175;continuous
653_fri_c0_250_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124190436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504448678983659;test;1.46057471501667;6;204;420;21;25;175;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484910912429786;train;0.123429503333333;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482468545560397;test;0.123429503333333;3;25;156;5;5;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802515756217911;train;0.356953158333333;3;20;134;10;10;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867240356751206;test;0.356953158333333;3;20;134;10;10;700;continuous
cleveland;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798951228258921;train;0.39757473;11;13;280;8;13;213;multinomial
cleveland;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656867283950617;test;0.39757473;11;13;280;8;13;213;multinomial
collins;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;3.50493265833333;11;304;630;1;20;340;multinomial
collins;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;3.50493265833333;11;304;630;1;20;340;multinomial
210_cloud;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.23940602793138;train;1.19724939666667;7;224;462;3;5;76;continuous
210_cloud;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.337576291053864;test;1.19724939666667;7;224;462;3;5;76;continuous
satimage;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972777320829388;train;0.458222236666667;5;25;210;8;25;4505;multinomial
satimage;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967824732039711;test;0.458222236666667;5;25;210;8;25;4505;multinomial
505_tecator;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0775860214211928;train;0.713414801666667;3;160;326;8;19;168;continuous
505_tecator;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.100111417566088;test;0.713414801666667;3;160;326;8;19;168;continuous
crx;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942687133494308;train;0.307505435;6;56;292;13;14;483;binomial
crx;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893728222996516;test;0.307505435;6;56;292;13;14;483;binomial
mfeat_zernike;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989988974228066;train;0.456253506666667;3;33;138;28;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956883619942563;test;0.456253506666667;3;33;138;28;33;1400;multinomial
breast_w;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125103809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966940371090827;train;0.908300081666667;3;160;326;2;9;490;binomial
breast_w;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125103809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986816214088941;test;0.908300081666667;3;160;326;2;9;490;binomial
601_fri_c1_250_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214339681584342;train;1.82484955333333;14;333;694;4;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390912440916508;test;1.82484955333333;14;333;694;4;5;175;continuous
637_fri_c1_500_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125203550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837497636194677;train;0.723702041666667;12;198;468;19;50;350;continuous
637_fri_c1_500_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125203550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894079211883183;test;0.723702041666667;12;198;468;19;50;350;continuous
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sleep;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863103454034826;test;2.70182674333333;5;13;132;9;13;74136;multinomial
595_fri_c0_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221152869603997;train;3.19082150166667;13;344;714;5;10;700;continuous
595_fri_c0_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380999234794638;test;3.19082150166667;13;344;714;5;10;700;continuous
611_fri_c3_100_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782126440233887;train;0.113189675;3;20;148;4;4;70;continuous
611_fri_c3_100_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.943705619488895;test;0.113189675;3;20;148;4;4;70;continuous
appendicitis;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126091552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.58440480833333;15;400;830;3;4;75;binomial
appendicitis;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126091552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.72;test;2.58440480833333;15;400;830;3;4;75;binomial
678_visualizing_environmental;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126112955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.746657367363599;train;0.685156894983333;3;160;326;3;3;78;continuous
678_visualizing_environmental;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126112955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.672895743093509;test;0.685156894983333;3;160;326;3;3;78;continuous
satimage;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977716066060076;train;5.46571580166667;9;280;578;22;25;4505;multinomial
satimage;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978202131466377;test;5.46571580166667;9;280;578;22;25;4505;multinomial
601_fri_c1_250_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.776130893042976;train;0.114939451666667;3;25;156;5;5;175;continuous
601_fri_c1_250_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848451234749901;test;0.114939451666667;3;25;156;5;5;175;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820272414827194;train;1.45735016335;5;93;234;8;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812806883752789;test;1.45735016335;5;93;234;8;50;350;continuous
lupus;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.0540711216666667;3;8;58;1;2;61;binomial
lupus;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793939393939394;test;0.0540711216666667;3;8;58;1;2;61;binomial
optdigits;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998977433219759;train;7.04634887833333;3;160;326;60;60;3934;multinomial
optdigits;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997879536627337;test;7.04634887833333;3;160;326;60;60;3934;multinomial
wdbc;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.989447093333333;3;160;326;20;22;399;binomial
wdbc;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983572281959379;test;0.989447093333333;3;160;326;20;22;399;binomial
613_fri_c3_250_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126095701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803774305744657;train;0.210288539983333;6;25;282;3;5;175;continuous
613_fri_c3_250_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126095701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801666287235386;test;0.210288539983333;6;25;282;3;5;175;continuous
590_fri_c0_1000_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298144718855415;train;2.92746996333333;10;300;620;19;50;700;continuous
590_fri_c0_1000_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426412751083985;test;2.92746996333333;10;300;620;19;50;700;continuous
ionosphere;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860230444428541;train;0.899321005016667;3;160;326;25;32;246;binomial
ionosphere;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731717011128776;test;0.899321005016667;3;160;326;25;32;246;binomial
analcatdata_cyyoung8092;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910416666666667;train;0.424205478333333;9;28;418;3;7;68;binomial
analcatdata_cyyoung8092;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94;test;0.424205478333333;9;28;418;3;7;68;binomial
vowel;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971889958819719;train;3.68259263333333;9;248;514;13;13;693;multinomial
vowel;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959308474472555;test;3.68259263333333;9;248;514;13;13;693;multinomial
583_fri_c1_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814347481838313;train;0.21391486665;3;90;186;12;50;700;continuous
583_fri_c1_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839103993097049;test;0.21391486665;3;90;186;12;50;700;continuous
waveform_21;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983938775652765;train;7.38843762335;15;392;814;19;21;3500;multinomial
waveform_21;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962702385898287;test;7.38843762335;15;392;814;19;21;3500;multinomial
penguins;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.603501733333333;3;160;326;5;7;241;multinomial
penguins;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.603501733333333;3;160;326;5;7;241;multinomial
1193_BNG_lowbwt;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611594649116936;train;3.655977625;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.615765423127761;test;3.655977625;3;160;326;9;9;21773;continuous
buggyCrx;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972886679783232;train;0.833019695;3;160;326;10;14;483;binomial
buggyCrx;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927772420443587;test;0.833019695;3;160;326;10;14;483;binomial
658_fri_c3_250_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817289654973595;train;0.936341645;6;48;276;24;24;175;continuous
658_fri_c3_250_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915643845167311;test;0.936341645;6;48;276;24;24;175;continuous
new_thyroid;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0759993516666667;6;5;66;5;5;151;multinomial
new_thyroid;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998892580287929;test;0.0759993516666667;6;5;66;5;5;151;multinomial
irish;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865407436708861;train;0.65929207;3;160;326;4;4;350;binomial
irish;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893622819767442;test;0.65929207;3;160;326;4;4;350;binomial
ecoli;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983357426943187;train;0.73919719665;3;160;326;5;5;229;multinomial
ecoli;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960646453089245;test;0.73919719665;3;160;326;5;5;229;multinomial
saheart;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733409610983982;train;1.06333940666667;12;9;222;1;9;324;binomial
saheart;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697849462365591;test;1.06333940666667;12;9;222;1;9;324;binomial
547_no2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.61680728421304;train;0.450570211666667;8;35;364;7;7;350;continuous
547_no2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.702319055163349;test;0.450570211666667;8;35;364;7;7;350;continuous
584_fri_c4_500_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821095246000997;train;1.43924621666667;6;220;452;24;24;350;continuous
584_fri_c4_500_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80961546289757;test;1.43924621666667;6;220;452;24;24;350;continuous
sonar;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.865374453333333;3;160;326;60;60;146;binomial
sonar;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924145299145299;test;0.865374453333333;3;160;326;60;60;146;binomial
628_fri_c3_1000_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845444816726891;train;0.105595863333333;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874153287316049;test;0.105595863333333;3;25;156;5;5;700;continuous
cleve;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93702838663313;train;2.44618493166667;15;400;830;13;13;213;binomial
cleve;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884881422924901;test;2.44618493166667;15;400;830;13;13;213;binomial
606_fri_c2_1000_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794982671328158;train;1.57971185333333;7;20;294;7;10;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805743934728323;test;1.57971185333333;7;20;294;7;10;700;continuous
segmentation;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99668869584035;train;2.75589800333333;7;208;430;7;14;1617;multinomial
segmentation;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995689196270854;test;2.75589800333333;7;208;430;7;14;1617;multinomial
294_satellite_image;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.244318233696836;train;5.87674187166667;12;276;576;23;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331575520534395;test;5.87674187166667;12;276;576;23;25;4505;continuous
breast_w;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996577136016759;train;1.11613171833333;6;8;104;8;8;490;binomial
breast_w;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989177489177489;test;1.11613171833333;6;8;104;8;8;490;binomial
522_pm10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84544446462672;train;0.773097175;12;35;538;6;7;350;continuous
522_pm10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86762674112059;test;0.773097175;12;35;538;6;7;350;continuous
604_fri_c4_500_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860402875953889;train;1.00219593833333;5;20;210;10;10;350;continuous
604_fri_c4_500_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849440186228896;test;1.00219593833333;5;20;210;10;10;350;continuous
cloud;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.540888746803069;train;0.0403497100166667;3;5;36;1;5;76;multinomial
cloud;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.488756613756614;test;0.0403497100166667;3;5;36;1;5;76;multinomial
segmentation;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996522985774083;train;2.71369311833333;5;200;410;14;14;1617;multinomial
segmentation;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995008392859127;test;2.71369311833333;5;200;410;14;14;1617;multinomial
Hill_Valley_without_noise;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.04117481;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.04117481;3;4;32;0;1;849;binomial
605_fri_c2_250_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874082417219519;train;0.50787856;8;125;396;4;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.907713047199817;test;0.50787856;8;125;396;4;25;175;continuous
dis;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.702698918332342;train;15.8455215416833;20;25;822;4;25;2641;binomial
dis;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666325617086584;test;15.8455215416833;20;25;822;4;25;2641;binomial
magic;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869953198609104;train;1.17013664;12;36;492;9;9;13314;binomial
magic;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865223640472792;test;1.17013664;12;36;492;9;9;13314;binomial
598_fri_c0_1000_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314439229172927;train;0.920820258333333;3;160;326;10;25;700;continuous
598_fri_c0_1000_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438006558323833;test;0.920820258333333;3;160;326;10;25;700;continuous
saheart;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.815144580819638;train;2.45857207166667;14;380;788;6;9;324;binomial
saheart;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.73010752688172;test;2.45857207166667;14;380;788;6;9;324;binomial
wine_quality_white;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725077330424388;train;0.558229738333333;10;11;228;11;11;3429;multinomial
wine_quality_white;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698461420913857;test;0.558229738333333;10;11;228;11;11;3429;multinomial
1196_BNG_pharynx;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661105946848713;train;27.1561415016667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661863321527031;test;27.1561415016667;3;20;134;10;10;700000;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600193425210404;train;1.14545175;9;20;370;6;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.536475618685293;test;1.14545175;9;20;370;6;10;356;continuous
wine_quality_red;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821718489897672;train;2.113526815;7;208;430;4;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784751849283403;test;2.113526815;7;208;430;4;11;1120;multinomial
617_fri_c3_500_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164235441819627;train;2.33913533666667;16;340;712;5;5;350;continuous
617_fri_c3_500_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344138567074549;test;2.33913533666667;16;340;712;5;5;350;continuous
627_fri_c2_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178664673217145;train;3.41853241333333;20;435;910;5;10;350;continuous
627_fri_c2_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.351666440984859;test;3.41853241333333;20;435;910;5;10;350;continuous
profb;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.63470247080321;train;1.29199563833333;11;9;198;5;9;471;binomial
profb;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.714775413711584;test;1.29199563833333;11;9;198;5;9;471;binomial
wine_recognition;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.59905186335;3;13;72;13;13;125;multinomial
wine_recognition;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.59905186335;3;13;72;13;13;125;multinomial
599_fri_c2_1000_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793950697447536;train;0.216737845;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849221913423036;test;0.216737845;3;10;72;5;5;700;continuous
210_cloud;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.261786074782812;train;0.206003105;5;25;238;3;5;76;continuous
210_cloud;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.2606816395609;test;0.206003105;5;25;238;3;5;76;continuous
allbp;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945273679165432;train;0.205880401666667;3;25;108;1;25;2641;multinomial
allbp;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949304792035961;test;0.205880401666667;3;25;108;1;25;2641;multinomial
shuttle;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.739306027888972;train;10.0505412616667;0;4;8;1;8;40600;multinomial
shuttle;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712255156077988;test;10.0505412616667;0;4;8;1;8;40600;multinomial
617_fri_c3_500_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124201001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197660225202596;train;1.46899286166667;9;267;552;5;5;350;continuous
617_fri_c3_500_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124201001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300200015413963;test;1.46899286166667;9;267;552;5;5;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802185925478229;train;2.18522540333333;10;300;620;15;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849726104569975;test;2.18522540333333;10;300;620;15;50;350;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77722753934012;train;0.552003141666667;11;50;502;10;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846679358242657;test;0.552003141666667;11;50;502;10;10;175;continuous
prnn_synth;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124200634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935719885027437;train;0.148638631666667;9;8;160;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124200634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933048433048433;test;0.148638631666667;9;8;160;2;2;175;binomial
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666_rmftsa_ladata;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.448904092880748;train;0.754834745;3;160;326;9;10;356;continuous
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tae;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.63231456043956;train;0.728150196666667;3;160;326;2;5;106;multinomial
tae;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694218200100553;test;0.728150196666667;3;160;326;2;5;106;multinomial
529_pollen;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399659337188283;train;2.03136583666667;3;160;326;4;4;2694;continuous
529_pollen;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.504342701683977;test;2.03136583666667;3;160;326;4;4;2694;continuous
optdigits;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99977217520729;train;3.75643333833333;3;160;326;52;59;3934;multinomial
optdigits;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999003115493437;test;3.75643333833333;3;160;326;52;59;3934;multinomial
595_fri_c0_1000_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485595035852322;train;1.02952267166667;3;160;326;6;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519826194813107;test;1.02952267166667;3;160;326;6;10;700;continuous
horse_colic;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125094702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889089951964204;train;0.91827953;13;83;594;2;22;258;binomial
horse_colic;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125094702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855213675213675;test;0.91827953;13;83;594;2;22;258;binomial
agaricus_lepiota;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.86351521166667;3;160;326;20;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;4.86351521166667;3;160;326;20;20;5702;binomial
ionosphere;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943972957422325;train;5.172744565;11;32;468;25;32;246;binomial
ionosphere;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873527101335428;test;5.172744565;11;32;468;25;32;246;binomial
auto;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125142725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994199638822064;train;1.84299370833333;9;280;578;6;21;142;multinomial
auto;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125142725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967871315192744;test;1.84299370833333;9;280;578;6;21;142;multinomial
527_analcatdata_election2000;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.121800057501453;train;1.32053685666667;5;200;410;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.10151770770204;test;1.32053685666667;5;200;410;1;1;47;continuous
analcatdata_cyyoung9302;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982666666666667;train;0.564163805;3;160;326;2;7;65;binomial
analcatdata_cyyoung9302;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891304347826087;test;0.564163805;3;160;326;2;7;65;binomial
613_fri_c3_250_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287135596994068;train;1.62398091333333;13;296;618;3;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.431019413107383;test;1.62398091333333;13;296;618;3;5;175;continuous
calendarDOW;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893395048697107;train;1.50690827;5;200;410;10;14;280;multinomial
calendarDOW;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785757653061225;test;1.50690827;5;200;410;10;14;280;multinomial
519_vinnie;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446429015082175;train;0.268516196666667;6;4;56;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.548099835134694;test;0.268516196666667;6;4;56;1;2;266;continuous
calendarDOW;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836501951757096;train;0.434343248333333;12;15;310;4;15;280;multinomial
calendarDOW;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75065060356505;test;0.434343248333333;12;15;310;4;15;280;multinomial
agaricus_lepiota;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.364275356666667;3;48;102;20;20;5702;binomial
agaricus_lepiota;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.364275356666667;3;48;102;20;20;5702;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882352941176471;train;0.593263466666667;3;160;326;3;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785714285714286;test;0.593263466666667;3;160;326;3;3;37;binomial
texture;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999970035829346;train;35.85286250335;3;15;88;15;15;3850;multinomial
texture;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99980639274169;test;35.85286250335;3;15;88;15;15;3850;multinomial
644_fri_c4_250_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764106348198546;train;1.54280245833333;17;125;774;13;25;175;continuous
644_fri_c4_250_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897036660472282;test;1.54280245833333;17;125;774;13;25;175;continuous
allrep;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947530872177931;train;1.43991993333333;15;24;640;4;24;2641;multinomial
allrep;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910900835744134;test;1.43991993333333;15;24;640;4;24;2641;multinomial
631_fri_c1_500_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807228055750566;train;0.99108680335;3;160;326;5;5;350;continuous
631_fri_c1_500_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874194850600593;test;0.99108680335;3;160;326;5;5;350;continuous
611_fri_c3_100_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.766995044100884;train;0.35086259;9;20;384;2;4;70;continuous
611_fri_c3_100_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.931122922275141;test;0.35086259;9;20;384;2;4;70;continuous
profb;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.696530603855798;train;0.655048431666667;3;160;326;9;9;471;binomial
profb;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.616901408450704;test;0.655048431666667;3;160;326;9;9;471;binomial
spambase;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986365087483133;train;7.54130236166667;9;280;578;43;54;3221;binomial
spambase;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978086494483306;test;7.54130236166667;9;280;578;43;54;3221;binomial
collins;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.283941523333333;3;20;118;1;20;340;multinomial
collins;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.283941523333333;3;20;118;1;20;340;multinomial
churn;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867885009352754;train;2.89865875;5;15;156;6;15;3500;binomial
churn;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852186014738158;test;2.89865875;5;15;156;6;15;3500;binomial
allhyper;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990706887784929;train;0.949773301666667;13;24;440;19;24;2640;multinomial
allhyper;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983193473193473;test;0.949773301666667;13;24;440;19;24;2640;multinomial
mfeat_fourier;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993158550042542;train;2.41981043333333;3;160;326;18;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975093481079947;test;2.41981043333333;3;160;326;18;76;1400;multinomial
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85375003765963;train;0.898784973333333;9;210;438;7;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818253092944914;test;0.898784973333333;9;210;438;7;100;700;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182286965758435;train;2.44426450666667;12;308;640;5;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297239306723914;test;2.44426450666667;12;308;640;5;10;350;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126115107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50406447397353;train;0.128774961683333;3;50;166;7;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126115107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.497571332125943;test;0.128774961683333;3;50;166;7;10;700;continuous
titanic;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827873684210526;train;1.58629214;5;200;410;6;7;1545;binomial
titanic;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.820341316295541;test;1.58629214;5;200;410;6;7;1545;binomial
hungarian;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891807036778631;train;1.42143716833333;20;48;880;4;12;206;binomial
hungarian;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927443837279903;test;1.42143716833333;20;48;880;4;12;206;binomial
mnist;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126101114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995035408256823;train;68.06483166165;0;100;200;586;590;49000;multinomial
mnist;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126101114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994288991828767;test;68.06483166165;0;100;200;586;590;49000;multinomial
615_fri_c4_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798911767343439;train;0.277875285;7;45;334;6;9;175;continuous
615_fri_c4_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.877253120983142;test;0.277875285;7;45;334;6;9;175;continuous
heart_h;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960677749360614;train;0.416487238333333;7;48;334;12;12;206;binomial
heart_h;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842631578947368;test;0.416487238333333;7;48;334;12;12;206;binomial
churn;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875931797952826;train;1.04332757166667;12;60;544;10;15;3500;binomial
churn;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842892464991208;test;1.04332757166667;12;60;544;10;15;3500;binomial
allhyper;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938410834040351;train;3.84407089166667;10;236;492;9;25;2640;multinomial
allhyper;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813259201643957;test;3.84407089166667;10;236;492;9;25;2640;multinomial
heart_statlog;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927430243024302;train;0.990329035;15;52;678;7;13;189;binomial
heart_statlog;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895408163265306;test;0.990329035;15;52;678;7;13;189;binomial
637_fri_c1_500_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854686441081132;train;2.688727655;12;308;640;22;50;350;continuous
637_fri_c1_500_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868552966579794;test;2.688727655;12;308;640;22;50;350;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228757476120831;train;1.39448714;3;160;326;6;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303478053567364;test;1.39448714;3;160;326;6;50;700;continuous
pendigits;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124171751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998072375802357;train;10.4450028166667;3;160;326;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124171751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99755509238162;test;10.4450028166667;3;160;326;16;16;7695;multinomial
712_chscase_geyser1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454378460260633;train;0.603983068333333;3;160;326;2;2;156;continuous
712_chscase_geyser1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47555758439856;test;0.603983068333333;3;160;326;2;2;156;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.906022464403247;train;0.418962908333333;5;20;218;2;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.920193115343175;test;0.418962908333333;5;20;218;2;10;70;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.606381680247179;train;0.989893098333333;5;200;410;3;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.680964912689478;test;0.989893098333333;5;200;410;3;5;44;continuous
635_fri_c0_250_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307794123605449;train;1.89575987666667;9;277;572;8;10;175;continuous
635_fri_c0_250_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.455979643798625;test;1.89575987666667;9;277;572;8;10;175;continuous
dis;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793353261095197;train;1.338477805;3;160;326;24;24;2641;binomial
dis;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776833976833977;test;1.338477805;3;160;326;24;24;2641;binomial
620_fri_c1_1000_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124191704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8220794731807;train;0.87562294;3;160;326;22;25;700;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124191704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879802264266548;test;0.87562294;3;160;326;22;25;700;continuous
Hill_Valley_without_noise;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5188012306462;train;1.93184022;9;280;578;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.532065816889325;test;1.93184022;9;280;578;1;1;849;binomial
schizo;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.664947054701918;train;0.164590776666667;6;13;152;1;13;238;multinomial
schizo;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.627825993785492;test;0.164590776666667;6;13;152;1;13;238;multinomial
fars;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914137339396556;train;32.2523298399833;2;140;284;10;21;70678;multinomial
fars;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883160274820549;test;32.2523298399833;2;140;284;10;21;70678;multinomial
Hill_Valley_with_noise;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545205327413984;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.514631777062716;test;;-Inf;-Inf;;1;1;849;binomial
594_fri_c2_100_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367755037958578;train;0.63571472;3;160;326;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.821354010805237;test;0.63571472;3;160;326;2;5;70;continuous
penguins;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999588105012965;train;1.00786962;5;200;410;4;7;241;multinomial
penguins;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.00786962;5;200;410;4;7;241;multinomial
584_fri_c4_500_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828519896923612;train;0.922186655;3;160;326;5;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78153748639965;test;0.922186655;3;160;326;5;24;350;continuous
coil2000;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703372640807335;train;1.385679105;3;80;166;2;59;6876;binomial
coil2000;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723678801491778;test;1.385679105;3;80;166;2;59;6876;binomial
663_rabe_266;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.122421989069851;train;0.04260953165;3;4;32;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.119860054281996;test;0.04260953165;3;4;32;2;2;84;continuous
706_sleuth_case1202;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460807583992639;train;0.541865901666667;11;30;512;4;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.585964333071499;test;0.541865901666667;11;30;512;4;6;66;continuous
horse_colic;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920773836941502;train;1.0121846;12;85;552;12;22;258;binomial
horse_colic;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858803418803419;test;1.0121846;12;85;552;12;22;258;binomial
flags;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999702380952381;train;0.825895228333333;11;39;474;28;39;125;multinomial
flags;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.504976851851852;test;0.825895228333333;11;39;474;28;39;125;multinomial
new_thyroid;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999066796801425;train;0.0492308416666667;3;5;36;2;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999211977935382;test;0.0492308416666667;3;5;36;2;5;151;multinomial
breast_cancer;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764860348531869;train;0.662766803333333;11;36;494;3;9;201;binomial
breast_cancer;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.655149934810952;test;0.662766803333333;11;36;494;3;9;201;binomial
horse_colic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927056050288109;train;0.693038995;3;160;326;8;22;258;binomial
horse_colic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837121212121212;test;0.693038995;3;160;326;8;22;258;binomial
cleve;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924888492417484;train;1.14332060998333;5;200;410;11;13;213;binomial
cleve;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905492330529441;test;1.14332060998333;5;200;410;11;13;213;binomial
1096_FacultySalaries;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28059876298399;train;1.71243345;20;330;700;1;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.738765901750326;test;1.71243345;20;330;700;1;2;35;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125145201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792389988166207;train;1.54671329166667;12;18;446;4;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125145201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842409145850585;test;1.54671329166667;12;18;446;4;9;350;continuous
banana;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977359709566049;train;2.17329371;3;160;326;2;2;3710;binomial
banana;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964015582324973;test;2.17329371;3;160;326;2;2;3710;binomial
225_puma8NH;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.735547620161493;train;1.076081855;3;160;326;3;8;5735;continuous
225_puma8NH;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.745873500246754;test;1.076081855;3;160;326;3;8;5735;continuous
cleve;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950503054257995;train;1.07288477833333;15;52;670;5;13;213;binomial
cleve;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830286561264822;test;1.07288477833333;15;52;670;5;13;213;binomial
599_fri_c2_1000_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805470892225083;train;0.275335123333333;7;25;324;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837702167856387;test;0.275335123333333;7;25;324;5;5;700;continuous
prnn_fglass;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825504873277983;train;1.29582979333333;7;9;132;2;9;144;multinomial
prnn_fglass;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.772349206349206;test;1.29582979333333;7;9;132;2;9;144;multinomial
breast_w;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995041383251304;train;0.963759468333333;3;160;326;9;9;490;binomial
breast_w;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979622871046229;test;0.963759468333333;3;160;326;9;9;490;binomial
648_fri_c1_250_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.720079845431567;train;0.598522376666667;15;188;434;17;50;175;continuous
648_fri_c1_250_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834061480731034;test;0.598522376666667;15;188;434;17;50;175;continuous
597_fri_c2_500_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825426593639404;train;0.105258186666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843387571527246;test;0.105258186666667;3;25;156;5;5;350;continuous
665_sleuth_case2002;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496009447483205;train;2.14727933;11;320;662;1;6;103;continuous
665_sleuth_case2002;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.867084631381811;test;2.14727933;11;320;662;1;6;103;continuous
201_pol;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476423441373774;train;21.2372120883333;5;52;230;26;26;10500;continuous
201_pol;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489656517352078;test;21.2372120883333;5;52;230;26;26;10500;continuous
519_vinnie;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481094713649254;train;0.134398765;3;4;32;1;2;266;continuous
519_vinnie;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46686554896075;test;0.134398765;3;4;32;1;2;266;continuous
mfeat_fourier;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125192244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982510370318476;train;31.398022445;2;46;96;37;76;1400;multinomial
mfeat_fourier;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125192244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976098704877973;test;31.398022445;2;46;96;37;76;1400;multinomial
649_fri_c0_500_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205236798102562;train;2.251871525;11;307;636;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390334897092289;test;2.251871525;11;307;636;5;5;350;continuous
confidence;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91391975308642;train;0.854757763333333;3;160;326;1;1;51;multinomial
confidence;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92962962962963;test;0.854757763333333;3;160;326;1;1;51;multinomial
622_fri_c2_1000_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186590590789504;train;6.540021455;14;346;720;6;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309886742591447;test;6.540021455;14;346;720;6;50;700;continuous
analcatdata_japansolvent;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903508771929825;train;0.32377257;12;12;284;2;3;37;binomial
analcatdata_japansolvent;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703703703703704;test;0.32377257;12;12;284;2;3;37;binomial
665_sleuth_case2002;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.584748351988083;train;1.81743879833333;14;337;702;1;6;103;continuous
665_sleuth_case2002;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.801791911114496;test;1.81743879833333;14;337;702;1;6;103;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212162626065773;train;4.95782678333333;15;349;728;7;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356456981446426;test;4.95782678333333;15;349;728;7;25;700;continuous
601_fri_c1_250_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232286147023493;train;1.53144654333333;12;303;630;5;5;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368594011810723;test;1.53144654333333;12;303;630;5;5;175;continuous
590_fri_c0_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490419532864006;train;1.20661848166667;5;99;234;22;50;700;continuous
590_fri_c0_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481430848756464;test;1.20661848166667;5;99;234;22;50;700;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790238248668827;train;0.148135078333333;3;45;166;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840840542376251;test;0.148135078333333;3;45;166;5;9;350;continuous
624_fri_c0_100_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125202550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.514300479608675;train;0.114473106666667;3;10;76;5;5;70;continuous
624_fri_c0_100_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125202550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510650406061121;test;0.114473106666667;3;10;76;5;5;70;continuous
tae;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971323596323596;train;0.650508488333333;3;160;326;5;5;106;multinomial
tae;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86703431372549;test;0.650508488333333;3;160;326;5;5;106;multinomial
643_fri_c2_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201900977508423;train;2.79607198168333;11;320;662;13;25;350;continuous
643_fri_c2_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365636213168238;test;2.79607198168333;11;320;662;13;25;350;continuous
556_analcatdata_apnea2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301979552779332;train;0.666128458333333;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.143621889484001;test;0.666128458333333;3;160;326;0;3;333;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126093907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458838108460231;train;1.49303859833333;6;50;276;16;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126093907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.574813529810333;test;1.49303859833333;6;50;276;16;25;350;continuous
624_fri_c0_100_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125202550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500575539412359;train;1.25828909;6;204;420;5;5;70;continuous
624_fri_c0_100_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125202550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498990685209225;test;1.25828909;6;204;420;5;5;70;continuous
1191_BNG_pbc;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124201211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782380875973285;train;38.2034276816833;3;36;146;16;18;700000;continuous
1191_BNG_pbc;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124201211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783840666370992;test;38.2034276816833;3;36;146;16;18;700000;continuous
colic;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897459402828706;train;0.74833335;3;160;326;10;22;258;binomial
colic;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848657024793388;test;0.74833335;3;160;326;10;22;258;binomial
584_fri_c4_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157274000205077;train;4.74228611;14;380;788;4;25;350;continuous
584_fri_c4_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339059139799609;test;4.74228611;14;380;788;4;25;350;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860119047619048;train;0.16483542;5;4;46;1;4;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759259259259259;test;0.16483542;5;4;46;1;4;37;binomial
dermatology;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.341483256666667;5;25;192;23;25;257;multinomial
dermatology;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995768266820898;test;0.341483256666667;5;25;192;23;25;257;multinomial
phoneme;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125202331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816128923536331;train;0.302721240016667;7;20;222;5;5;3783;binomial
phoneme;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125202331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807012586694066;test;0.302721240016667;7;20;222;5;5;3783;binomial
659_sleuth_ex1714;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124181402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.334370632261091;train;0.0603993133333333;3;4;32;1;2;33;continuous
659_sleuth_ex1714;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124181402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.613345997563123;test;0.0603993133333333;3;4;32;1;2;33;continuous
diabetes;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831452980812624;train;0.929243391666667;3;160;326;5;8;538;binomial
diabetes;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805402820941908;test;0.929243391666667;3;160;326;5;8;538;binomial
210_cloud;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.271448173553089;train;0.3445219;8;25;348;3;5;76;continuous
210_cloud;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.248518829835237;test;0.3445219;8;25;348;3;5;76;continuous
analcatdata_bankruptcy;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.138809395;5;4;46;3;4;35;binomial
analcatdata_bankruptcy;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803571428571429;test;0.138809395;5;4;46;3;4;35;binomial
mfeat_karhunen;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.13098569833333;5;64;222;35;64;1400;multinomial
mfeat_karhunen;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986271614841617;test;1.13098569833333;5;64;222;35;64;1400;multinomial
622_fri_c2_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807667422266711;train;0.696652928333333;3;160;326;7;50;700;continuous
622_fri_c2_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842625700392909;test;0.696652928333333;3;160;326;7;50;700;continuous
579_fri_c0_250_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480170792622232;train;1.28755143166667;5;200;410;5;5;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477080678340073;test;1.28755143166667;5;200;410;5;5;175;continuous
glass;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844614814814815;train;1.23405096666667;6;220;452;4;9;144;multinomial
glass;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831944444444445;test;1.23405096666667;6;220;452;4;9;144;multinomial
599_fri_c2_1000_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802522817871972;train;1.38040810333333;5;200;410;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825979767130691;test;1.38040810333333;5;200;410;5;5;700;continuous
mnist;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993105410983919;train;33.5807829916667;2;45;94;649;651;49000;multinomial
mnist;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989719633024598;test;33.5807829916667;2;45;94;649;651;49000;multinomial
564_fried;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48902503324792;train;3.207557245;6;20;254;10;10;28538;continuous
564_fried;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490746748264479;test;3.207557245;6;20;254;10;10;28538;continuous
197_cpu_act;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.161016433045892;train;3.20342455165;7;240;494;17;17;5735;continuous
197_cpu_act;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.172529676813652;test;3.20342455165;7;240;494;17;17;5735;continuous
621_fri_c0_100_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.550177713104502;train;0.798480613333333;6;20;256;9;10;70;continuous
621_fri_c0_100_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.536391813384456;test;0.798480613333333;6;20;256;9;10;70;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824128195856718;train;0.75248216;3;72;150;6;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848762386046012;test;0.75248216;3;72;150;6;50;700;continuous
hepatitis;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864989177489177;train;0.638000395;3;160;326;1;18;109;binomial
hepatitis;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779220779220779;test;0.638000395;3;160;326;1;18;109;binomial
634_fri_c2_100_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125184203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758376558651206;train;0.603025533333333;5;18;196;8;9;70;continuous
634_fri_c2_100_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125184203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.890654517142107;test;0.603025533333333;5;18;196;8;9;70;continuous
calendarDOW;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994093125717566;train;3.26577500166667;15;400;830;9;14;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861415621734587;test;3.26577500166667;15;400;830;9;14;280;multinomial
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812389139533215;train;0.170574021666667;3;85;176;13;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811989383393985;test;0.170574021666667;3;85;176;13;25;700;continuous
crx;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970874466148568;train;0.760902658333333;3;160;326;13;13;483;binomial
crx;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930794392523364;test;0.760902658333333;3;160;326;13;13;483;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954248366013072;train;0.408847618333333;11;16;330;3;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.408847618333333;11;16;330;3;4;35;binomial
195_auto_price;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.338043627025067;train;1.139470375;9;20;366;10;10;112;continuous
195_auto_price;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.330826541078853;test;1.139470375;9;20;366;10;10;112;continuous
627_fri_c2_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209385834636634;train;2.492851755;14;306;640;8;10;350;continuous
627_fri_c2_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347505992873218;test;2.492851755;14;306;640;8;10;350;continuous
allhyper;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126094302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990600198664801;train;2.337096185;5;200;410;10;25;2640;multinomial
allhyper;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126094302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996199800503079;test;2.337096185;5;200;410;10;25;2640;multinomial
mfeat_fourier;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991827535442908;train;2.692932435;3;160;326;18;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976755666210776;test;2.692932435;3;160;326;18;76;1400;multinomial
yeast;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890665689452102;train;2.93706414;6;204;420;8;8;1036;multinomial
yeast;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891987258827488;test;2.93706414;6;204;420;8;8;1036;multinomial
letter;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125103250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979807876529864;train;30.29354842;3;160;326;16;16;14000;multinomial
letter;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125103250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979586910090859;test;30.29354842;3;160;326;16;16;14000;multinomial
dermatology;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999148674242424;train;0.99348810165;3;160;326;22;25;257;multinomial
dermatology;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997671225352886;test;0.99348810165;3;160;326;22;25;257;multinomial
624_fri_c0_100_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507285126916595;train;1.34751921666667;5;200;410;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.577159596892596;test;1.34751921666667;5;200;410;5;5;70;continuous
wine_quality_white;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919684023467816;train;14.2009018583333;20;462;964;11;11;3429;multinomial
wine_quality_white;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.780909597027883;test;14.2009018583333;20;462;964;11;11;3429;multinomial
analcatdata_cyyoung9302;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936;train;0.700899863333333;3;160;326;6;6;65;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945652173913043;test;0.700899863333333;3;160;326;6;6;65;binomial
saheart;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84593621399177;train;2.311200355;12;340;704;7;9;324;binomial
saheart;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.773926654740608;test;2.311200355;12;340;704;7;9;324;binomial
1089_USCrime;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476027960121769;train;0.488099618333333;9;40;418;3;8;33;continuous
1089_USCrime;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.360501969326812;test;0.488099618333333;9;40;418;3;8;33;continuous
shuttle;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944652137968481;train;5.42667197166667;17;8;280;6;8;40600;multinomial
shuttle;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932718898094783;test;5.42667197166667;17;8;280;6;8;40600;multinomial
phoneme;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813476781788478;train;0.455882971666667;3;5;36;5;5;3783;binomial
phoneme;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815997415305086;test;0.455882971666667;3;5;36;5;5;3783;binomial
analcatdata_boxing2;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.757703081232493;train;0.535454511666667;3;160;326;3;3;93;binomial
analcatdata_boxing2;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.539473684210526;test;0.535454511666667;3;160;326;3;3;93;binomial
calendarDOW;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910888957972866;train;1.88727801166667;7;240;494;14;14;280;multinomial
calendarDOW;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826669652186894;test;1.88727801166667;7;240;494;14;14;280;multinomial
658_fri_c3_250_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265247629286563;train;2.66956077;17;369;772;4;25;175;continuous
658_fri_c3_250_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378875866517483;test;2.66956077;17;369;772;4;25;175;continuous
sleep;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893063191655435;train;32.414411705;1;120;242;13;13;74136;multinomial
sleep;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892078144187224;test;32.414411705;1;120;242;13;13;74136;multinomial
547_no2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.650134770352426;train;0.236973903333333;5;35;232;7;7;350;continuous
547_no2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.682598865754567;test;0.236973903333333;5;35;232;7;7;350;continuous
wine_quality_red;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.764651220710439;train;10.490095225;9;11;206;4;11;1120;multinomial
wine_quality_red;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73942289614377;test;10.490095225;9;11;206;4;11;1120;multinomial
620_fri_c1_1000_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808002118105478;train;0.205160143333333;3;85;176;21;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885201032350191;test;0.205160143333333;3;85;176;21;25;700;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126093418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471379549937208;train;0.304142935;3;10;72;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126093418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.601696111543422;test;0.304142935;3;10;72;5;5;175;continuous
1595_poker;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.763616843731793;train;250.99641666;0;100;200;5;10;717507;continuous
1595_poker;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.762294072618922;test;250.99641666;0;100;200;5;10;717507;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761937399179928;train;0.893131094983333;3;160;326;4;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.976386982331398;test;0.893131094983333;3;160;326;4;5;70;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.767347198802739;train;0.358410128333333;11;20;460;4;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885408189783232;test;0.358410128333333;11;20;460;4;4;175;continuous
659_sleuth_ex1714;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125125340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.370045090627846;train;0.614268845;3;160;326;1;2;33;continuous
659_sleuth_ex1714;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125125340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481937091636925;test;0.614268845;3;160;326;1;2;33;continuous
225_puma8NH;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753760283165153;train;0.776219193316667;7;16;240;3;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782631352561155;test;0.776219193316667;7;16;240;3;8;5735;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892756408333627;train;0.28771876;7;25;330;1;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818085792453259;test;0.28771876;7;25;330;1;5;70;continuous
confidence;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921127946127946;train;0.84314755;3;160;326;1;1;51;multinomial
confidence;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906666666666667;test;0.84314755;3;160;326;1;1;51;multinomial
574_house_16H;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504161597053965;train;3.981495265;8;239;494;9;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505090131799437;test;3.981495265;8;239;494;9;15;15949;continuous
hungarian;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921961398017736;train;1.13912759833333;6;220;452;3;12;206;binomial
hungarian;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859299191374663;test;1.13912759833333;6;220;452;3;12;206;binomial
1030_ERA;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743943946345246;train;0.307671840016667;3;8;60;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792673215597724;test;0.307671840016667;3;8;60;4;4;700;continuous
mfeat_zernike;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989849812419012;train;26.4672831466667;3;32;138;31;32;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980510778180775;test;26.4672831466667;3;32;138;31;32;1400;multinomial
604_fri_c4_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862526982073295;train;0.814312918333333;3;160;326;5;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827127992787507;test;0.814312918333333;3;160;326;5;10;350;continuous
fars;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766036079580059;train;40.5860831483333;0;100;200;21;21;70678;multinomial
fars;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.741758009014259;test;40.5860831483333;0;100;200;21;21;70678;multinomial
584_fri_c4_500_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820178413300821;train;0.165170463316667;3;90;186;8;25;350;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796490428510002;test;0.165170463316667;3;90;186;8;25;350;continuous
vowel;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97248535296953;train;0.200620815;3;13;86;10;13;693;multinomial
vowel;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954138195367616;test;0.200620815;3;13;86;10;13;693;multinomial
labor;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.200877658333333;3;54;166;9;15;40;binomial
labor;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.692307692307692;test;0.200877658333333;3;54;166;9;15;40;binomial
690_visualizing_galaxy;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318696665817061;train;0.0730389883333333;3;15;92;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333187938708098;test;0.0730389883333333;3;15;92;3;3;227;continuous
appendicitis;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823333333333333;train;0.194188026666667;7;16;202;1;4;75;binomial
appendicitis;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93;test;0.194188026666667;7;16;202;1;4;75;binomial
646_fri_c3_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795164758894133;train;0.33543298;8;50;376;6;10;350;continuous
646_fri_c3_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807109597488963;test;0.33543298;8;50;376;6;10;350;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834207423772531;train;1.04880112833333;3;72;150;8;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85421479046567;test;1.04880112833333;3;72;150;8;100;700;continuous
heart_c;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92948717948718;train;1.67140188333333;9;280;578;8;13;213;binomial
heart_c;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91046626984127;test;1.67140188333333;9;280;578;8;13;213;binomial
645_fri_c3_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262125255749172;train;2.428605425;6;220;452;10;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398922734107077;test;2.428605425;6;220;452;10;50;350;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146759243818825;train;6.126184895;13;360;746;5;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28704124381817;test;6.126184895;13;360;746;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803507632824485;train;2.10242671;10;50;440;3;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838785365808085;test;2.10242671;10;50;440;3;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232140739304773;train;1.29885540333333;3;160;326;5;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283110459685271;test;1.29885540333333;3;160;326;5;25;700;continuous
lupus;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126105314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825514874141877;train;0.117508218333333;7;8;126;1;2;61;binomial
lupus;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126105314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.117508218333333;7;8;126;1;2;61;binomial
631_fri_c1_500_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821225873295142;train;0.485063691683333;5;10;112;4;5;350;continuous
631_fri_c1_500_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888598920881088;test;0.485063691683333;5;10;112;4;5;350;continuous
706_sleuth_case1202;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126091130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510700288335411;train;0.559915555016667;7;12;184;6;6;66;continuous
706_sleuth_case1202;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126091130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452764626914145;test;0.559915555016667;7;12;184;6;6;66;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815582845826281;train;0.885688398333333;3;160;326;4;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.716870475527759;test;0.885688398333333;3;160;326;4;4;70;continuous
shuttle;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946074495579698;train;1.30776346;6;8;102;4;8;40600;multinomial
shuttle;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943167256427514;test;1.30776346;6;8;102;4;8;40600;multinomial
647_fri_c1_250_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196436105738187;train;2.90075116333333;20;359;758;5;10;175;continuous
647_fri_c1_250_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359261247713685;test;2.90075116333333;20;359;758;5;10;175;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831891120382547;train;0.199538996666667;6;25;282;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849880949170888;test;0.199538996666667;6;25;282;5;5;700;continuous
cleveland;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.69677969466431;train;6.52660590501667;16;13;412;6;13;213;multinomial
cleveland;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.674250900205761;test;6.52660590501667;16;13;412;6;13;213;multinomial
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45731696669455;train;0.460455481666667;5;130;270;36;71;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.385160475718351;test;0.460455481666667;5;130;270;36;71;742;continuous
613_fri_c3_250_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124184056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776432546322014;train;0.82526051;3;160;326;3;5;175;continuous
613_fri_c3_250_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124184056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868436701784892;test;0.82526051;3;160;326;3;5;175;continuous
credit_a;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9459750547198;train;0.640724666666667;3;160;326;9;13;483;binomial
credit_a;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905395208451236;test;0.640724666666667;3;160;326;9;13;483;binomial
backache;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959433962264151;train;0.757004585;9;112;426;17;32;126;binomial
backache;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.657142857142857;test;0.757004585;9;112;426;17;32;126;binomial
706_sleuth_case1202;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599914763942079;train;1.56261379;10;300;620;1;6;66;continuous
706_sleuth_case1202;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.672238925336079;test;1.56261379;10;300;620;1;6;66;continuous
optdigits;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.621669205;3;54;138;55;60;3934;multinomial
optdigits;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993378586805173;test;1.621669205;3;54;138;55;60;3934;multinomial
529_pollen;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430362377962256;train;0.26291616;3;8;60;4;4;2694;continuous
529_pollen;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445358040735494;test;0.26291616;3;8;60;4;4;2694;continuous
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560_bodyfat;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0438828402208513;test;1.53013739833333;10;268;556;2;13;177;continuous
spectf;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986541391569325;train;2.68533838833333;11;320;662;30;44;245;binomial
spectf;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840459770114943;test;2.68533838833333;11;320;662;30;44;245;binomial
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183148791798631;train;5.19673512;11;288;598;15;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291556795750007;test;5.19673512;11;288;598;15;25;700;continuous
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analcatdata_cyyoung9302;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.135349606683333;3;28;166;7;7;65;binomial
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vehicle;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836692911629341;train;2.90951169;9;13;228;6;13;593;multinomial
vehicle;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830971191818112;test;2.90951169;9;13;228;6;13;593;multinomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997591522157996;train;1.18983058333333;7;192;398;2;4;185;binomial
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617_fri_c3_500_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.895879591953993;train;0.136558276666667;3;25;156;4;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885940515847553;test;0.136558276666667;3;25;156;4;5;350;continuous
mfeat_karhunen;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999913784845292;train;0.753853836666667;3;61;138;23;64;1400;multinomial
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1030_ERA;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125151658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.749339594175298;train;1.160447265;5;200;410;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125151658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801540366009182;test;1.160447265;5;200;410;4;4;700;continuous
195_auto_price;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.369362886758453;train;0.69640671;11;50;512;3;10;112;continuous
195_auto_price;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.424474001943193;test;0.69640671;11;50;512;3;10;112;continuous
230_machine_cpu;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236791388221735;train;1.24034157666667;6;220;452;4;6;147;continuous
230_machine_cpu;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271626949906493;test;1.24034157666667;6;220;452;4;6;147;continuous
titanic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.808825837320574;train;0.615624576666667;10;28;442;7;7;1545;binomial
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sonar;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984413145539906;train;2.40988114;16;360;752;58;60;146;binomial
sonar;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91025641025641;test;2.40988114;16;360;752;58;60;146;binomial
294_satellite_image;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125101711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47004443096006;train;4.025031;5;50;230;25;25;4505;continuous
294_satellite_image;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125101711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446127882347305;test;4.025031;5;50;230;25;25;4505;continuous
644_fri_c4_250_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425194898177052;train;0.866279221666667;3;160;326;2;24;175;continuous
644_fri_c4_250_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.5709437392025;test;0.866279221666667;3;160;326;2;24;175;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84471801340161;train;0.612442993333333;3;72;150;34;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869411530144905;test;0.612442993333333;3;72;150;34;50;700;continuous
wdbc;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126105233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994804565521697;train;0.857823935;3;22;136;10;22;399;binomial
wdbc;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126105233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985406839622642;test;0.857823935;3;22;136;10;22;399;binomial
auto;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85743736604109;train;0.718603343333333;3;160;326;17;21;142;multinomial
auto;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811582633053221;test;0.718603343333333;3;160;326;17;21;142;multinomial
dis;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.668823825081679;train;1.75369851;3;25;118;25;25;2641;binomial
dis;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.736222817992255;test;1.75369851;3;25;118;25;25;2641;binomial
cars;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825197397428757;train;1.08067781166667;5;200;410;5;7;275;multinomial
cars;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80593419506463;test;1.08067781166667;5;200;410;5;7;275;multinomial
561_cpu;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.150930066369335;train;0.279748033316667;5;35;250;3;7;147;continuous
561_cpu;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.264192644495518;test;0.279748033316667;5;35;250;3;7;147;continuous
dermatology;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126104350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.753120915;5;200;410;23;25;257;multinomial
dermatology;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126104350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997178130511464;test;1.753120915;5;200;410;23;25;257;multinomial
635_fri_c0_250_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.509621560406056;train;0.92906519;3;160;326;10;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.514871072932458;test;0.92906519;3;160;326;10;10;175;continuous
dermatology;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.20991539166667;3;26;120;26;26;257;multinomial
dermatology;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986779459415118;test;3.20991539166667;3;26;120;26;26;257;multinomial
dis;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983461292386436;train;5.55511299666667;11;320;662;2;25;2641;binomial
dis;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907328469546684;test;5.55511299666667;11;320;662;2;25;2641;binomial
604_fri_c4_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195798115442004;train;1.160063465;5;200;410;4;10;350;continuous
604_fri_c4_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.334279422494033;test;1.160063465;5;200;410;4;10;350;continuous
breast;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989036462786677;train;0.77497005;3;160;326;10;10;490;binomial
breast;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998943729594776;test;0.77497005;3;160;326;10;10;490;binomial
1196_BNG_pharynx;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125181134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.656664404168346;train;295.15353705;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125181134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.657575302663151;test;295.15353705;0;100;200;5;10;700000;continuous
581_fri_c3_500_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252355832439504;train;2.81883141666667;15;368;766;4;25;350;continuous
581_fri_c3_500_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463688156797304;test;2.81883141666667;15;368;766;4;25;350;continuous
dis;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688883304012734;train;7.36262796;10;25;392;4;25;2641;binomial
dis;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.661528150134048;test;7.36262796;10;25;392;4;25;2641;binomial
lupus;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929738562091503;train;0.725988481666667;3;160;326;1;2;61;binomial
lupus;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.652777777777778;test;0.725988481666667;3;160;326;1;2;61;binomial
628_fri_c3_1000_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844192539577565;train;0.809165378333333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836379475569303;test;0.809165378333333;3;160;326;5;5;700;continuous
colic;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924076741749607;train;0.670744701666667;3;160;326;10;22;258;binomial
colic;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.863636363636364;test;0.670744701666667;3;160;326;10;22;258;binomial
analcatdata_japansolvent;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126092601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973529411764706;train;0.51629250165;3;160;326;5;5;37;binomial
analcatdata_japansolvent;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126092601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892857142857143;test;0.51629250165;3;160;326;5;5;37;binomial
505_tecator;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0947962460624738;train;0.163901416666667;3;85;186;9;18;168;continuous
505_tecator;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0810014074083068;test;0.163901416666667;3;85;186;9;18;168;continuous
twonorm;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99787656529517;train;2.64106903166667;3;20;112;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997988719622808;test;2.64106903166667;3;20;112;20;20;5180;binomial
glass2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740878169449598;train;0.573363506666667;12;9;216;3;9;115;binomial
glass2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.689594356261023;test;0.573363506666667;12;9;216;3;9;115;binomial
561_cpu;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.133135188415184;train;0.667525463333333;3;160;326;5;7;147;continuous
561_cpu;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144025472958292;test;0.667525463333333;3;160;326;5;7;147;continuous
657_fri_c2_250_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782316314634414;train;0.49783349;6;20;252;10;10;175;continuous
657_fri_c2_250_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841400461063248;test;0.49783349;6;20;252;10;10;175;continuous
segmentation;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999720622471761;train;1.52974115333333;3;160;326;6;13;1617;multinomial
segmentation;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998675176081755;test;1.52974115333333;3;160;326;6;13;1617;multinomial
yeast;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918156274786041;train;1.23285386833333;3;160;326;8;8;1036;multinomial
yeast;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889157467297398;test;1.23285386833333;3;160;326;8;8;1036;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979141327834877;train;41.927382275;3;55;138;25;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966576707204556;test;41.927382275;3;55;138;25;76;1400;multinomial
optdigits;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999774051551239;train;4.011672025;3;160;326;52;61;3934;multinomial
optdigits;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99876358257995;test;4.011672025;3;160;326;52;61;3934;multinomial
dermatology;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.212754903333333;3;25;124;25;25;257;multinomial
dermatology;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989056454869539;test;0.212754903333333;3;25;124;25;25;257;multinomial
vowel;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966241209382852;train;0.278217171666667;5;13;140;9;13;693;multinomial
vowel;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966283880311009;test;0.278217171666667;5;13;140;9;13;693;multinomial
634_fri_c2_100_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756902243041216;train;0.267844961666667;6;45;302;5;9;70;continuous
634_fri_c2_100_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778651702929559;test;0.267844961666667;6;45;302;5;9;70;continuous
prnn_synth;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953202614379085;train;0.071841855;3;2;16;2;2;175;binomial
prnn_synth;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902857142857143;test;0.071841855;3;2;16;2;2;175;binomial
analcatdata_cyyoung8092;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879699248120301;train;0.57815950835;13;28;558;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.683333333333333;test;0.57815950835;13;28;558;2;7;68;binomial
sleep;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895815553863439;train;32.2177945283333;2;140;284;13;13;74136;multinomial
sleep;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890634324307354;test;32.2177945283333;2;140;284;13;13;74136;multinomial
195_auto_price;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.355583127948544;train;0.513425578333333;8;45;386;5;9;112;continuous
195_auto_price;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.524816427217476;test;0.513425578333333;8;45;386;5;9;112;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831805390009342;train;2.10201057166667;8;260;536;10;25;700;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821284727751156;test;2.10201057166667;8;260;536;10;25;700;continuous
645_fri_c3_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.755483113050976;train;0.950110168333333;20;225;516;26;50;350;continuous
645_fri_c3_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835288950799349;test;0.950110168333333;20;225;516;26;50;350;continuous
analcatdata_lawsuit;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.676448055;3;160;326;4;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.676448055;3;160;326;4;4;185;binomial
analcatdata_happiness;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722771672771673;train;0.175168046666667;5;3;36;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803968253968254;test;0.175168046666667;5;3;36;1;3;42;multinomial
clean1;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.585507873333333;3;34;74;22;89;334;binomial
clean1;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.585507873333333;3;34;74;22;89;334;binomial
207_autoPrice;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371761750488531;train;0.681134035;3;160;326;6;10;112;continuous
207_autoPrice;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527630028269712;test;0.681134035;3;160;326;6;10;112;continuous
colic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950441100155682;train;0.907268236666667;3;160;326;13;22;258;binomial
colic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851190476190476;test;0.907268236666667;3;160;326;13;22;258;binomial
horse_colic;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90879778903731;train;4.35229891833333;10;22;372;9;22;258;binomial
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589_fri_c2_1000_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795447880072655;train;1.57808245;5;200;410;12;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855160361087977;test;1.57808245;5;200;410;12;25;700;continuous
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analcatdata_cyyoung9302;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.753968253968254;test;0.51099414;3;144;294;5;6;65;binomial
profb;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.676618675941279;train;1.66635085166667;6;220;452;4;9;471;binomial
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movement_libras;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126103839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944730521146271;train;2.34293288;5;200;410;10;22;252;multinomial
movement_libras;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126103839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905733857034877;test;2.34293288;5;200;410;10;22;252;multinomial
344_mv;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140599090661726;train;4.26743000666667;5;200;410;9;9;28538;continuous
344_mv;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139247032585858;test;4.26743000666667;5;200;410;9;9;28538;continuous
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analcatdata_happiness;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.812996031746032;train;0.58516554;3;160;326;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.715277777777778;test;0.58516554;3;160;326;1;3;42;multinomial
profb;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.642293826047769;train;4.53304866666667;20;500;1040;1;9;471;binomial
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687_sleuth_ex1605;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.639193247153967;train;0.497137705;13;20;506;2;4;44;continuous
687_sleuth_ex1605;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.572648511521785;test;0.497137705;13;20;506;2;4;44;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126090434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486558414590814;train;1.5351822;7;20;292;10;10;700;continuous
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breast_cancer_wisconsin;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995181436416496;train;0.98812401;3;160;326;13;22;399;binomial
breast_cancer_wisconsin;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9765625;test;0.98812401;3;160;326;13;22;399;binomial
611_fri_c3_100_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330597291913507;train;1.68386355;9;280;578;3;4;70;continuous
611_fri_c3_100_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.539971580070694;test;1.68386355;9;280;578;3;4;70;continuous
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hypothyroid;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921135808814082;test;10.3732182;20;20;754;14;20;2215;binomial
603_fri_c0_250_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540766645544695;train;0.81212798335;3;66;150;50;50;175;continuous
603_fri_c0_250_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462618084424196;test;0.81212798335;3;66;150;50;50;175;continuous
magic;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843259200181388;train;0.293828748316667;3;36;150;9;9;13314;binomial
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646_fri_c3_500_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811263676715421;train;0.953407091666667;9;20;360;4;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786903710380708;test;0.953407091666667;9;20;360;4;10;350;continuous
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586_fri_c3_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125151056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197742998418507;train;2.65415583166667;12;340;704;4;25;700;continuous
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haberman;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712790430181735;train;1.17136482666667;6;206;424;1;3;215;binomial
haberman;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679108796296296;test;1.17136482666667;6;206;424;1;3;215;binomial
phoneme;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792671501741885;train;0.992731265;10;5;106;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798234408674443;test;0.992731265;10;5;106;5;5;3783;binomial
hypothyroid;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.549049766617485;train;5.93920980833333;20;20;758;17;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.597557376677034;test;5.93920980833333;20;20;758;17;20;2215;binomial
clean1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.458037466666667;3;112;230;1;88;334;binomial
clean1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.458037466666667;3;112;230;1;88;334;binomial
ionosphere;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125141307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979273504273504;train;1.34406174;15;128;678;30;32;246;binomial
ionosphere;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125141307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920692431561997;test;1.34406174;15;128;678;30;32;246;binomial
601_fri_c1_250_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777606372760121;train;1.98428704166667;10;268;556;5;5;175;continuous
601_fri_c1_250_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85532751904162;test;1.98428704166667;10;268;556;5;5;175;continuous
saheart;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.786145204909507;train;0.722145998333333;6;9;116;7;9;324;binomial
saheart;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775388291517324;test;0.722145998333333;6;9;116;7;9;324;binomial
nikuradse_2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835607207478229;train;0.04113122;3;5;40;0;1;254;continuous
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656_fri_c1_100_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758330648064019;train;0.176506853333333;3;10;76;5;5;70;continuous
656_fri_c1_100_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.9829858456985;test;0.176506853333333;3;10;76;5;5;70;continuous
1096_FacultySalaries;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312711389622329;train;1.22770286998333;9;280;578;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52562078346378;test;1.22770286998333;9;280;578;1;2;35;continuous
dis;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724056603773585;train;2.70542919833333;14;252;532;7;25;2641;binomial
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ann_thyroid;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999971703583153;train;3.23121827833333;3;160;326;21;21;5040;multinomial
ann_thyroid;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999520040256116;test;3.23121827833333;3;160;326;21;21;5040;multinomial
biomed;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965384615384615;train;0.382706981666667;7;8;120;8;8;147;binomial
biomed;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937569676700111;test;0.382706981666667;7;8;120;8;8;147;binomial
twonorm;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998250744249954;train;0.237390295;3;62;166;20;20;5180;binomial
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cmc;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826252101414867;train;1.90067917498333;6;220;452;5;9;1032;multinomial
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560_bodyfat;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0155732551594237;train;0.143654815;3;60;186;1;12;177;continuous
560_bodyfat;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0125443027652924;test;0.143654815;3;60;186;1;12;177;continuous
adult;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883760238774974;train;11.3269087016667;3;12;74;5;12;34190;binomial
adult;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878201031441041;test;11.3269087016667;3;12;74;5;12;34190;binomial
sonar;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124183408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.938549236666667;3;160;326;58;60;146;binomial
sonar;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124183408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840277777777778;test;0.938549236666667;3;160;326;58;60;146;binomial
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834105923258182;train;0.995827883333333;3;160;326;10;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865488073683052;test;0.995827883333333;3;160;326;10;25;700;continuous
page_blocks;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980533843229493;train;7.29394000833333;3;7;50;7;7;3832;multinomial
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crx;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993643697831174;train;1.94062468833333;8;260;536;13;14;483;binomial
crx;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925856581164576;test;1.94062468833333;8;260;536;13;14;483;binomial
magic;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.83946009817957;train;2.20583045;3;160;326;9;9;13314;binomial
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bupa;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.677732240437159;train;0.678049713333333;10;5;106;4;5;242;binomial
bupa;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688586545729403;test;0.678049713333333;10;5;106;4;5;242;binomial
658_fri_c3_250_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878754107117041;train;0.857273973333333;3;50;150;9;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.765862328871854;test;0.857273973333333;3;50;150;9;25;175;continuous
diabetes;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819328677630097;train;0.818425508333333;3;160;326;5;8;538;binomial
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678_visualizing_environmental;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.711824586937873;train;0.274862826666667;9;15;282;3;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764011759489329;test;0.274862826666667;9;15;282;3;3;78;continuous
621_fri_c0_100_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474382251034309;train;0.44008979;5;20;220;7;10;70;continuous
621_fri_c0_100_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.635245362931758;test;0.44008979;5;20;220;7;10;70;continuous
credit_g;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85595023423114;train;1.31314424166667;5;200;410;14;20;700;binomial
credit_g;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76869690744545;test;1.31314424166667;5;200;410;14;20;700;binomial
574_house_16H;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493792910272374;train;1.27789234333333;13;75;596;15;15;15949;continuous
574_house_16H;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481335428720168;test;1.27789234333333;13;75;596;15;15;15949;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24693589781901;train;1.63003053;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309694320659866;test;1.63003053;3;160;326;10;25;700;continuous
cleveland;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961286458333333;train;2.52704989501667;10;300;620;12;13;213;multinomial
cleveland;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.636566205533597;test;2.52704989501667;10;300;620;12;13;213;multinomial
allhypo;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973861679873928;train;7.44608467166667;20;460;960;3;25;2639;multinomial
allhypo;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949039557059224;test;7.44608467166667;20;460;960;3;25;2639;multinomial
622_fri_c2_1000_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810176833105987;train;0.721432471666667;3;160;326;10;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843923406086554;test;0.721432471666667;3;160;326;10;50;700;continuous
522_pm10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844177018896158;train;0.872661101666667;6;14;168;5;7;350;continuous
522_pm10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828806963615958;test;0.872661101666667;6;14;168;5;7;350;continuous
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954248366013072;train;0.908737875;5;200;410;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.908737875;5;200;410;4;4;35;binomial
sonar;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930555555555556;train;0.495829643333333;6;144;300;21;60;146;binomial
sonar;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.770810810810811;test;0.495829643333333;6;144;300;21;60;146;binomial
595_fri_c0_1000_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479879457210209;train;0.657807705;3;20;136;6;10;700;continuous
595_fri_c0_1000_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.519035605468963;test;0.657807705;3;20;136;6;10;700;continuous
credit_a;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964317766041904;train;0.87675193;3;160;326;10;13;483;binomial
credit_a;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937897782063645;test;0.87675193;3;160;326;10;13;483;binomial
647_fri_c1_250_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811159317895609;train;0.910725185;3;160;326;9;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869124135095067;test;0.910725185;3;160;326;9;10;175;continuous
665_sleuth_case2002;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817691721996048;train;0.324968943333333;8;30;376;2;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733879875545545;test;0.324968943333333;8;30;376;2;6;103;continuous
503_wind;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468211179837703;train;1.56497705833333;7;70;344;13;14;4602;continuous
503_wind;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464425544230245;test;1.56497705833333;7;70;344;13;14;4602;continuous
analcatdata_happiness;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826388888888889;train;0.0543093316666667;5;3;36;1;3;42;multinomial
analcatdata_happiness;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.548611111111111;test;0.0543093316666667;5;3;36;1;3;42;multinomial
cars;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829648256928664;train;1.775636415;13;7;188;4;7;275;multinomial
cars;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866473616473617;test;1.775636415;13;7;188;4;7;275;multinomial
analcatdata_authorship;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999887011020745;train;1.17507616;3;160;326;61;70;589;multinomial
analcatdata_authorship;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999455694251811;test;1.17507616;3;160;326;61;70;589;multinomial
650_fri_c0_500_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455728945821308;train;2.54852290166667;8;100;360;38;50;350;continuous
650_fri_c0_500_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471240464043776;test;2.54852290166667;8;100;360;38;50;350;continuous
ecoli;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125202245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978782416445815;train;0.0394423966666667;3;5;36;5;5;229;multinomial
ecoli;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125202245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944189043645565;test;0.0394423966666667;3;5;36;5;5;229;multinomial
562_cpu_small;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.345587414396852;train;0.84688852;3;21;100;1;12;5735;continuous
562_cpu_small;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.355217489590831;test;0.84688852;3;21;100;1;12;5735;continuous
horse_colic;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895801802987432;train;2.80948591666667;14;22;460;3;22;258;binomial
horse_colic;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874529914529915;test;2.80948591666667;14;22;460;3;22;258;binomial
Hill_Valley_with_noise;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.544095938911642;train;0.681814418333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.520340012143291;test;0.681814418333333;3;160;326;1;1;849;binomial
646_fri_c3_500_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.789934804917966;train;0.62625458;3;20;130;5;10;350;continuous
646_fri_c3_500_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.920212322745196;test;0.62625458;3;20;130;5;10;350;continuous
ecoli;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976295964732858;train;0.883967205;5;5;56;4;5;229;multinomial
ecoli;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977843249427918;test;0.883967205;5;5;56;4;5;229;multinomial
588_fri_c4_1000_100;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85375003765963;train;0.808380168333333;9;210;438;7;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818253092944914;test;0.808380168333333;9;210;438;7;100;700;continuous
phoneme;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793754368986047;train;1.26817744666667;12;5;126;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.781884138854783;test;1.26817744666667;12;5;126;5;5;3783;binomial
wine_quality_red;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.651053885425459;train;0.106518495;3;11;70;1;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.584443101416234;test;0.106518495;3;11;70;1;11;1120;multinomial
collins;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999312329827036;train;3.84295123166667;11;320;662;1;20;340;multinomial
collins;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99917963980464;test;3.84295123166667;11;320;662;1;20;340;multinomial
waveform_21;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987868703984424;train;2.98650398333333;3;160;326;21;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962871055491324;test;2.98650398333333;3;160;326;21;21;3500;multinomial
537_houses;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479417995253956;train;15.75108972;5;200;410;5;6;14448;continuous
537_houses;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.518077885136541;test;15.75108972;5;200;410;5;6;14448;continuous
344_mv;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0181825912504139;train;32.1923026416667;5;200;410;5;10;28538;continuous
344_mv;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0205315671004333;test;32.1923026416667;5;200;410;5;10;28538;continuous
bupa;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.621516393442623;train;0.601948451666667;9;5;96;1;5;242;binomial
bupa;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594104308390023;test;0.601948451666667;9;5;96;1;5;242;binomial
659_sleuth_ex1714;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446883946749162;train;0.639826393333333;3;160;326;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.270005055803869;test;0.639826393333333;3;160;326;1;1;33;continuous
mfeat_morphological;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918356069832925;train;1.696558145;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912219515143179;test;1.696558145;3;160;326;2;2;1400;multinomial
645_fri_c3_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809764248015172;train;0.226547849983333;3;90;186;8;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.881306710281771;test;0.226547849983333;3;90;186;8;50;350;continuous
tae;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.566083730789613;train;0.06502657335;5;4;46;1;4;106;multinomial
tae;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.508148148148148;test;0.06502657335;5;4;46;1;4;106;multinomial
collins;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.216924725;3;160;326;1;20;340;multinomial
collins;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999946581196581;test;1.216924725;3;160;326;1;20;340;multinomial
611_fri_c3_100_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837065636292298;train;0.12221611;3;8;60;3;4;70;continuous
611_fri_c3_100_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824962569858325;test;0.12221611;3;8;60;3;4;70;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458025254859831;train;1.356351245;6;204;420;30;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490023436936343;test;1.356351245;6;204;420;30;50;350;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48404212192245;train;0.268587806666667;6;50;302;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.678228718000967;test;0.268587806666667;6;50;302;10;10;70;continuous
heart_c;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937912578055308;train;1.50011281666667;10;13;264;9;13;213;binomial
heart_c;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86046511627907;test;1.50011281666667;10;13;264;9;13;213;binomial
banana;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977839570270378;train;2.22002934833333;3;160;326;2;2;3710;binomial
banana;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961509282970551;test;2.22002934833333;3;160;326;2;2;3710;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868343195266272;train;2.26273661666667;17;440;914;2;6;65;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.845238095238095;test;2.26273661666667;17;440;914;2;6;65;binomial
profb;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642074729197939;train;2.63028478;20;455;950;3;9;471;binomial
profb;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704666963689018;test;2.63028478;20;455;950;3;9;471;binomial
192_vineyard;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.565262769570834;train;0.112991506666667;6;10;138;2;2;37;continuous
192_vineyard;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569911758156862;test;0.112991506666667;6;10;138;2;2;37;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.932413720439525;train;0.444652986666667;3;20;130;2;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.911150151161966;test;0.444652986666667;3;20;130;2;10;175;continuous
breast_w;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997787977658574;train;0.805207028333333;3;160;326;8;8;490;binomial
breast_w;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99249797242498;test;0.805207028333333;3;160;326;8;8;490;binomial
wine_quality_white;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924035226043013;train;18.11881096;20;417;874;10;11;3429;multinomial
wine_quality_white;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.759854586339912;test;18.11881096;20;417;874;10;11;3429;multinomial
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125094716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515236683865584;train;0.914150366666667;6;50;272;10;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125094716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558767855110734;test;0.914150366666667;6;50;272;10;25;700;continuous
556_analcatdata_apnea2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.207741262372479;train;0.0884778816666667;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.232905012319865;test;0.0884778816666667;3;15;120;3;3;333;continuous
prnn_fglass;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900148148148148;train;0.278772005;13;9;236;4;9;144;multinomial
prnn_fglass;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876282467532468;test;0.278772005;13;9;236;4;9;144;multinomial
analcatdata_authorship;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.07203372666667;3;160;326;70;70;589;multinomial
analcatdata_authorship;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999923564931591;test;1.07203372666667;3;160;326;70;70;589;multinomial
645_fri_c3_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85522143026845;train;0.815358251683333;3;72;150;49;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838320909296564;test;0.815358251683333;3;72;150;49;49;350;continuous
607_fri_c4_1000_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820548976680799;train;2.34184262333333;8;100;360;5;50;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854274740400524;test;2.34184262333333;8;100;360;5;50;700;continuous
crx;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125104322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94493770836989;train;3.02345558666667;11;14;304;13;14;483;binomial
crx;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125104322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900746965452848;test;3.02345558666667;11;14;304;13;14;483;binomial
596_fri_c2_250_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81470556148157;train;0.104027481666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811558043000519;test;0.104027481666667;3;25;156;5;5;175;continuous
analcatdata_asbestos;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854838709677419;train;0.449486643333333;14;12;344;2;3;59;binomial
analcatdata_asbestos;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874074074074074;test;0.449486643333333;14;12;344;2;3;59;binomial
626_fri_c2_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810324806159856;train;1.173379425;5;200;410;17;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829542679464808;test;1.173379425;5;200;410;17;50;350;continuous
clean1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.42876999;3;112;230;1;95;334;binomial
clean1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.42876999;3;112;230;1;95;334;binomial
appendicitis;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858313817330211;train;0.13317656335;9;4;78;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857142857142857;test;0.13317656335;9;4;78;4;4;75;binomial
590_fri_c0_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227403849909029;train;6.57022626166667;16;388;808;10;50;700;continuous
590_fri_c0_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393455311401251;test;6.57022626166667;16;388;808;10;50;700;continuous
analcatdata_japansolvent;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936011904761905;train;0.532491351666667;3;160;326;2;5;37;binomial
analcatdata_japansolvent;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916666666666667;test;0.532491351666667;3;160;326;2;5;37;binomial
vehicle;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.699198906285174;train;0.10673136165;3;13;80;1;13;593;multinomial
vehicle;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752388286196542;test;0.10673136165;3;13;80;1;13;593;multinomial
637_fri_c1_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124182104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849282048617745;train;0.865670396683333;18;207;496;8;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124182104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.893583789995469;test;0.865670396683333;18;207;496;8;50;350;continuous
cleve;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943175735950044;train;0.678834368333333;3;160;326;13;13;213;binomial
cleve;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925284512617516;test;0.678834368333333;3;160;326;13;13;213;binomial
pima;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835989314664701;train;0.978233306666667;3;160;326;8;8;538;binomial
pima;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813845401174168;test;0.978233306666667;3;160;326;8;8;538;binomial
satimage;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125184017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980538723378461;train;34.0439206116667;3;25;122;25;25;4505;multinomial
satimage;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125184017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980158548568191;test;34.0439206116667;3;25;122;25;25;4505;multinomial
pendigits;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997783961408253;train;0.567810373333333;3;16;92;15;16;7695;multinomial
pendigits;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996603889340676;test;0.567810373333333;3;16;92;15;16;7695;multinomial
texture;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999971317064537;train;0.466850255;3;13;88;11;13;3850;multinomial
texture;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998950292566474;test;0.466850255;3;13;88;11;13;3850;multinomial
ecoli;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977230086837415;train;0.074530225;5;5;56;4;5;229;multinomial
ecoli;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964398819108964;test;0.074530225;5;5;56;4;5;229;multinomial
561_cpu;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.149679652629934;train;0.544434475;7;14;210;6;7;147;continuous
561_cpu;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.169486814930199;test;0.544434475;7;14;210;6;7;147;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818297211663108;train;2.38232161668333;8;50;356;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.789080587893059;test;2.38232161668333;8;50;356;5;25;700;continuous
537_houses;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.568889090322241;train;2.10999763833333;3;160;326;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.572930758004238;test;2.10999763833333;3;160;326;6;6;14448;continuous
cmc;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.720504435952445;train;1.94286149333333;6;9;112;3;9;1032;multinomial
cmc;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.713499700290924;test;1.94286149333333;6;9;112;3;9;1032;multinomial
649_fri_c0_500_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460570337963806;train;0.186255878333333;3;10;72;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433906451871613;test;0.186255878333333;3;10;72;5;5;350;continuous
556_analcatdata_apnea2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.230131548661463;train;0.084003425;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.249239852918245;test;0.084003425;3;15;120;3;3;333;continuous
pendigits;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998387213690167;train;0.68541365;3;16;96;16;16;7695;multinomial
pendigits;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996630321760465;test;0.68541365;3;16;96;16;16;7695;multinomial
contraceptive;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.721202951059863;train;1.23258000333333;3;160;326;5;9;1032;multinomial
contraceptive;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693156911394616;test;1.23258000333333;3;160;326;5;9;1032;multinomial
641_fri_c1_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196077683184748;train;2.29358384333333;11;299;620;3;10;350;continuous
641_fri_c1_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362098510164886;test;2.29358384333333;11;299;620;3;10;350;continuous
vehicle;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998619133679418;train;2.67710612168333;14;380;788;12;13;593;multinomial
vehicle;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935624359537403;test;2.67710612168333;14;380;788;12;13;593;multinomial
627_fri_c2_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816322568665317;train;1.76422176333333;6;220;452;5;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815944471456775;test;1.76422176333333;6;220;452;5;10;350;continuous
605_fri_c2_250_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753810457532606;train;1.28010295333333;7;50;318;17;25;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889048679911704;test;1.28010295333333;7;50;318;17;25;175;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809391437454264;train;0.124337291666667;3;50;166;5;10;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858091334340285;test;0.124337291666667;3;50;166;5;10;700;continuous
595_fri_c0_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206076838954524;train;2.63641983333333;7;240;494;5;10;700;continuous
595_fri_c0_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379253228311907;test;2.63641983333333;7;240;494;5;10;700;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34738801661648;train;1.38880231833333;6;220;452;2;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515473747658032;test;1.38880231833333;6;220;452;2;25;175;continuous
591_fri_c1_100_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.739494146913375;train;0.925727003333333;3;160;326;9;10;70;continuous
591_fri_c1_100_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880249453834232;test;0.925727003333333;3;160;326;9;10;70;continuous
horse_colic;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938714885372942;train;0.739996911666667;3;160;326;22;22;258;binomial
horse_colic;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87592788971368;test;0.739996911666667;3;160;326;22;22;258;binomial
621_fri_c0_100_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526820904029449;train;0.926574283333333;3;160;326;5;10;70;continuous
621_fri_c0_100_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.51911370721795;test;0.926574283333333;3;160;326;5;10;70;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166050662354145;train;12.4319467450167;20;461;962;5;49;700;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288408260688504;test;12.4319467450167;20;461;962;5;49;700;continuous
banana;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125141403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.546736687260959;train;0.088310225;3;2;16;2;2;3710;binomial
banana;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125141403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.533642931843689;test;0.088310225;3;2;16;2;2;3710;binomial
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648_fri_c1_250_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808893430530621;test;0.469975306666667;7;170;354;7;50;175;continuous
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620_fri_c1_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125155251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235063521197334;train;1.37677619833333;3;160;326;10;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125155251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38032797383738;test;1.37677619833333;3;160;326;10;25;700;continuous
1096_FacultySalaries;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384555458399218;train;1.16604121166667;6;220;452;1;2;35;continuous
1096_FacultySalaries;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389648281481347;test;1.16604121166667;6;220;452;1;2;35;continuous
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tokyo1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956723293422485;train;0.668781128333333;3;160;326;10;21;672;binomial
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557_analcatdata_apnea1;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341481091226946;train;0.715009348333333;3;144;294;0;3;333;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349988968714888;test;0.715009348333333;3;144;294;0;3;333;continuous
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cloud;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.569181032096633;train;0.0965638816666667;6;6;76;1;6;76;multinomial
cloud;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.287830687830688;test;0.0965638816666667;6;6;76;1;6;76;multinomial
690_visualizing_galaxy;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321468921678602;train;0.104247766666667;5;15;136;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.34727703600331;test;0.104247766666667;5;15;136;3;3;227;continuous
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616_fri_c4_500_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836166862813198;train;0.224228485;3;90;186;6;49;350;continuous
616_fri_c4_500_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823307103868738;test;0.224228485;3;90;186;6;49;350;continuous
1595_poker;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125100859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814373557518598;train;23.49795993;3;160;326;1;10;717507;continuous
1595_poker;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125100859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813462940860192;test;23.49795993;3;160;326;1;10;717507;continuous
dis;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96930552065008;train;3.09121932165;12;275;576;1;25;2641;binomial
dis;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90035746201966;test;3.09121932165;12;275;576;1;25;2641;binomial
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649_fri_c0_500_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193054575411568;train;2.011316155;11;304;630;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367805406214795;test;2.011316155;11;304;630;5;5;350;continuous
wdbc;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9990093708166;train;0.937671236666667;3;22;132;22;22;399;binomial
wdbc;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982676224611708;test;0.937671236666667;3;22;132;22;22;399;binomial
654_fri_c0_500_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402442335246179;train;0.670102401666667;3;160;326;6;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478001712973316;test;0.670102401666667;3;160;326;6;10;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.737273160632857;train;1.89407239;9;264;546;37;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.01146811179126;test;1.89407239;9;264;546;37;50;350;continuous
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tae;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.608496732026144;test;1.26350418333333;5;200;410;4;5;106;multinomial
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texture;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999405603073766;test;8.94138678666667;7;208;430;14;15;3850;multinomial
344_mv;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0204163614255268;train;21.7993631733333;10;220;460;5;10;28538;continuous
344_mv;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0222611419466636;test;21.7993631733333;10;220;460;5;10;28538;continuous
schizo;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.690809378944972;train;0.143406823316667;6;13;156;3;13;238;multinomial
schizo;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.623086702262904;test;0.143406823316667;6;13;156;3;13;238;multinomial
583_fri_c1_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807917259322954;train;2.03594664498333;8;244;504;44;50;700;continuous
583_fri_c1_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839595976728335;test;2.03594664498333;8;244;504;44;50;700;continuous
horse_colic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94350025947068;train;1.03870722833333;13;87;594;10;22;258;binomial
horse_colic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849964985994398;test;1.03870722833333;13;87;594;10;22;258;binomial
ann_thyroid;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993337958649822;train;23.777397555;5;21;192;2;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991643775427537;test;23.777397555;5;21;192;2;21;5040;multinomial
581_fri_c3_500_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793211511072334;train;0.480411821666667;3;49;150;5;25;350;continuous
581_fri_c3_500_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831641946479526;test;0.480411821666667;3;49;150;5;25;350;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.898855375301809;train;30.4085600783333;3;160;326;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.90303843631554;test;30.4085600783333;3;160;326;9;9;81648;continuous
522_pm10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124192553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828825406971767;train;0.904801971666667;6;14;170;6;7;350;continuous
522_pm10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124192553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85576704410489;test;0.904801971666667;6;14;170;6;7;350;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832282984678349;train;0.884070268333333;3;160;326;10;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806352905758586;test;0.884070268333333;3;160;326;10;10;700;continuous
643_fri_c2_500_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833348535589822;train;0.227139526666667;3;90;186;21;25;350;continuous
643_fri_c2_500_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.922974426801628;test;0.227139526666667;3;90;186;21;25;350;continuous
analcatdata_germangss;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708145368530577;train;0.206156255;12;5;126;1;5;280;multinomial
analcatdata_germangss;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709719110911987;test;0.206156255;12;5;126;1;5;280;multinomial
529_pollen;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44700243678323;train;0.455072646666667;7;8;124;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.438261524720839;test;0.455072646666667;7;8;124;4;4;2694;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.512743405668882;train;0.900619003333333;3;160;326;14;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.567978952644032;test;0.900619003333333;3;160;326;14;25;700;continuous
appendicitis;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.83;train;0.533001406666667;3;160;326;2;4;75;binomial
appendicitis;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866666666666667;test;0.533001406666667;3;160;326;2;4;75;binomial
prnn_fglass;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994177323103154;train;1.39820847666667;7;240;494;6;9;144;multinomial
prnn_fglass;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948263888888889;test;1.39820847666667;7;240;494;6;9;144;multinomial
628_fri_c3_1000_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216869122669907;train;0.855296306666667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279794679711296;test;0.855296306666667;3;160;326;5;5;700;continuous
phoneme;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987547829904213;train;9.48220839331667;15;329;688;5;5;3783;binomial
phoneme;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952493005987398;test;9.48220839331667;15;329;688;5;5;3783;binomial
649_fri_c0_500_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349954236809844;train;0.61610386;3;160;326;5;5;350;continuous
649_fri_c0_500_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412405185730154;test;0.61610386;3;160;326;5;5;350;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125104321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482004928579243;train;1.384154035;9;20;370;10;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125104321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504950146022097;test;1.384154035;9;20;370;10;10;700;continuous
churn;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125142540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949871674192416;train;5.71245219333333;15;344;718;9;15;3500;binomial
churn;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125142540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906128963931252;test;5.71245219333333;15;344;718;9;15;3500;binomial
ring;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764039958997298;train;1.25512681666667;3;160;326;20;20;5180;binomial
ring;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.757670446936488;test;1.25512681666667;3;160;326;20;20;5180;binomial
197_cpu_act;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.274791949672274;train;3.20350357833333;10;252;524;4;18;5735;continuous
197_cpu_act;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.27881388181184;test;3.20350357833333;10;252;524;4;18;5735;continuous
542_pollution;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474219540782902;train;1.03451151668333;8;26;318;13;13;42;continuous
542_pollution;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77296680751269;test;1.03451151668333;8;26;318;13;13;42;continuous
waveform_21;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96868981127408;train;10.13390419;5;21;184;21;21;3500;multinomial
waveform_21;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966269008943503;test;10.13390419;5;21;184;21;21;3500;multinomial
twonorm;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997939475253429;train;0.308562685;3;60;166;20;20;5180;binomial
twonorm;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998009822645329;test;0.308562685;3;60;166;20;20;5180;binomial
buggyCrx;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930413171792482;train;3.30113038166667;11;14;292;10;14;483;binomial
buggyCrx;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928158148505304;test;3.30113038166667;11;14;292;10;14;483;binomial
analcatdata_boxing1;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.660477453580902;train;0.607327393333333;3;160;326;2;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.684375;test;0.607327393333333;3;160;326;2;3;84;binomial
biomed;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933569346105789;train;1.03008443168333;6;220;452;4;8;147;binomial
biomed;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961538461538461;test;1.03008443168333;6;220;452;4;8;147;binomial
560_bodyfat;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0221763896949894;train;0.729936899983333;3;160;326;2;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0203490313670039;test;0.729936899983333;3;160;326;2;13;177;continuous
analcatdata_boxing2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747863247863248;train;0.0881122816666667;3;3;24;1;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585561497326203;test;0.0881122816666667;3;3;24;1;3;93;binomial
credit_a;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939443421464059;train;0.82342341;12;52;544;10;13;483;binomial
credit_a;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903980381060177;test;0.82342341;12;52;544;10;13;483;binomial
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analcatdata_aids;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983552631578947;train;1.153684395;6;220;452;1;2;35;binomial
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vehicle;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125151617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.926412380783149;train;0.157301111666667;5;13;126;12;13;593;multinomial
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analcatdata_lawsuit;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995974955277281;train;0.259593553333333;6;4;54;3;4;185;binomial
analcatdata_lawsuit;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.259593553333333;6;4;54;3;4;185;binomial
spectf;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941391941391941;train;2.45412767666667;7;44;306;40;44;245;binomial
spectf;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822916666666667;test;2.45412767666667;7;44;306;40;44;245;binomial
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626_fri_c2_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847892170654196;test;0.728699255;3;160;326;16;50;350;continuous
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schizo;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.687843166616752;train;0.717200178333333;3;160;326;13;13;238;multinomial
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australian;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126092656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946190109004241;train;1.08914882666667;6;220;452;12;14;483;binomial
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page_blocks;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991054639234413;train;3.89374517498333;7;240;494;6;7;3832;multinomial
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192_vineyard;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485945356049203;train;0.46953465;3;160;326;1;2;37;continuous
192_vineyard;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.63636540176596;test;0.46953465;3;160;326;1;2;37;continuous
breast_w;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126105641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989095466108035;train;1.10097518;3;160;326;9;9;490;binomial
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529_pollen;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435731611480891;train;1.431367105;7;208;430;4;4;2694;continuous
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mfeat_karhunen;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999995656448947;train;3.66858487501667;3;160;326;54;64;1400;multinomial
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294_satellite_image;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125101711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445349519187856;train;1.99109385333333;5;200;410;25;25;4505;continuous
294_satellite_image;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125101711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.423667597186734;test;1.99109385333333;5;200;410;25;25;4505;continuous
560_bodyfat;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.014578546314047;train;1.02046818333333;6;220;452;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0526971322668644;test;1.02046818333333;6;220;452;1;13;177;continuous
1096_FacultySalaries;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.30755728653727;train;0.0741139183333333;3;10;80;1;2;35;continuous
1096_FacultySalaries;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.638882962543679;test;0.0741139183333333;3;10;80;1;2;35;continuous
mfeat_zernike;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988020723290064;train;4.43464798;8;260;536;26;32;1400;multinomial
mfeat_zernike;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976779609776598;test;4.43464798;8;260;536;26;32;1400;multinomial
backache;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.565340909090909;train;2.38870288166667;11;31;474;24;31;126;binomial
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hepatitis;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896793134598013;train;1.00016772666667;9;19;336;7;19;109;binomial
hepatitis;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.795121951219512;test;1.00016772666667;9;19;336;7;19;109;binomial
agaricus_lepiota;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999043259811577;train;3.19479175666667;3;20;70;10;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998727509946362;test;3.19479175666667;3;20;70;10;20;5702;binomial
clean1;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.140474061666667;3;52;110;1;91;334;binomial
clean1;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.140474061666667;3;52;110;1;91;334;binomial
589_fri_c2_1000_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78905012638004;train;1.22502385835;5;200;410;16;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849196596693969;test;1.22502385835;5;200;410;16;25;700;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126103954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793868997129683;train;2.29659406666667;9;50;402;20;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126103954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.89717468668331;test;2.29659406666667;9;50;402;20;25;175;continuous
649_fri_c0_500_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272238692104377;train;0.718078888333333;3;160;326;5;5;350;continuous
649_fri_c0_500_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395465915699195;test;0.718078888333333;3;160;326;5;5;350;continuous
ecoli;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981228372490508;train;0.848601538333333;3;6;44;6;6;229;multinomial
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analcatdata_lawsuit;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996422182468694;train;0.600301135;3;160;326;3;4;185;binomial
analcatdata_lawsuit;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.600301135;3;160;326;3;4;185;binomial
allbp;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979997011021857;train;2.18072449666667;7;208;430;24;25;2641;multinomial
allbp;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977012357332876;test;2.18072449666667;7;208;430;24;25;2641;multinomial
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79273603447089;train;0.114202413333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839563592897235;test;0.114202413333333;3;25;156;5;5;700;continuous
225_puma8NH;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.751884570633545;train;1.812406775;5;184;378;5;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.741105942500086;test;1.812406775;5;184;378;5;8;5735;continuous
595_fri_c0_1000_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488874705210652;train;1.24650632833333;7;20;286;5;10;700;continuous
595_fri_c0_1000_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515495843748283;test;1.24650632833333;7;20;286;5;10;700;continuous
movement_libras;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99256836048866;train;30.7059778016667;8;21;270;17;21;252;multinomial
movement_libras;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964842568712467;test;30.7059778016667;8;21;270;17;21;252;multinomial
647_fri_c1_250_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80089249373257;train;0.332567404983333;7;50;334;6;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814090247454927;test;0.332567404983333;7;50;334;6;10;175;continuous
phoneme;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964267971675379;train;2.72099459001667;3;160;326;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947156067667242;test;2.72099459001667;3;160;326;5;5;3783;binomial
601_fri_c1_250_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233220160739116;train;1.61645405666667;12;299;622;5;5;175;continuous
601_fri_c1_250_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364069342618704;test;1.61645405666667;12;299;622;5;5;175;continuous
207_autoPrice;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.427240364004208;train;0.5895651;3;160;326;10;10;112;continuous
207_autoPrice;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.372053225877339;test;0.5895651;3;160;326;10;10;112;continuous
597_fri_c2_500_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851192941207307;train;0.896199846666667;3;160;326;5;5;350;continuous
597_fri_c2_500_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853490475283483;test;0.896199846666667;3;160;326;5;5;350;continuous
auto;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126111458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98550395256917;train;0.31411232;7;20;232;16;20;142;multinomial
auto;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126111458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709926303854875;test;0.31411232;7;20;232;16;20;142;multinomial
1030_ERA;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743319955737986;train;1.34301003166667;6;220;452;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807906418144724;test;1.34301003166667;6;220;452;4;4;700;continuous
waveform_40;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978009536565608;train;2.93948302;3;160;326;31;40;3500;multinomial
waveform_40;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967354691614339;test;2.93948302;3;160;326;31;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96618773910156;train;1.69448865;3;160;326;37;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971736861182516;test;1.69448865;3;160;326;37;40;3500;multinomial
657_fri_c2_250_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232448260755032;train;1.48267674;8;260;536;6;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445079430370293;test;1.48267674;8;260;536;6;10;175;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.579469376255661;train;0.630433963333333;3;160;326;2;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786349080819504;test;0.630433963333333;3;160;326;2;4;70;continuous
analcatdata_cyyoung9302;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992603550295858;train;0.380301353333333;9;24;402;6;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.515873015873016;test;0.380301353333333;9;24;402;6;6;65;binomial
lupus;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84945054945055;train;0.0573956733333333;3;8;64;1;2;61;binomial
lupus;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875816993464052;test;0.0573956733333333;3;8;64;1;2;61;binomial
appendicitis;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82;train;0.120767185;3;4;30;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92;test;0.120767185;3;4;30;1;4;75;binomial
537_houses;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.555587423431138;train;1.28194012833333;3;12;78;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.559555545378863;test;1.28194012833333;3;12;78;6;6;14448;continuous
penguins;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.243170515;3;7;46;5;7;241;multinomial
penguins;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.243170515;3;7;46;5;7;241;multinomial
cloud;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.58107472237907;train;2.11125801166667;8;260;536;1;6;76;multinomial
cloud;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.531613756613757;test;2.11125801166667;8;260;536;1;6;76;multinomial
australian;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922497654865719;train;0.667245125;3;160;326;5;14;483;binomial
australian;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934116204489719;test;0.667245125;3;160;326;5;14;483;binomial
635_fri_c0_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.559660562422476;train;1.34166245166667;5;200;410;10;10;175;continuous
635_fri_c0_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.56819074508053;test;1.34166245166667;5;200;410;10;10;175;continuous
624_fri_c0_100_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.551631049638601;train;0.34479357;7;25;334;5;5;70;continuous
624_fri_c0_100_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493455069020232;test;0.34479357;7;25;334;5;5;70;continuous
ionosphere;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97579833141542;train;0.728385876666667;3;160;326;28;32;246;binomial
ionosphere;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959544383346426;test;0.728385876666667;3;160;326;28;32;246;binomial
635_fri_c0_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.536167739382729;train;0.300809691666667;7;50;334;8;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528159632377545;test;0.300809691666667;7;50;334;8;10;175;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833150843934146;train;2.38721637166667;10;50;440;6;25;700;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812692706539795;test;2.38721637166667;10;50;440;6;25;700;continuous
230_machine_cpu;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.174761843113754;train;1.014014165;5;200;410;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254442390011809;test;1.014014165;5;200;410;6;6;147;continuous
prnn_fglass;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841600984868062;train;1.86404040333333;10;300;620;7;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866771739130435;test;1.86404040333333;10;300;620;7;9;144;multinomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992207792207792;train;0.643557463333333;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997229064039409;test;0.643557463333333;3;160;326;22;22;399;binomial
527_analcatdata_election2000;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175543419631865;train;2.03353324333333;11;320;662;2;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227977127831854;test;2.03353324333333;11;320;662;2;2;47;continuous
segmentation;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999406531347025;train;1.113599735;3;160;326;14;14;1617;multinomial
segmentation;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997893393295672;test;1.113599735;3;160;326;14;14;1617;multinomial
mnist;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994367604953528;train;169.40168756;0;5;10;524;525;49000;multinomial
mnist;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992666623245607;test;169.40168756;0;5;10;524;525;49000;multinomial
657_fri_c2_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279871577975788;train;0.672982603333333;3;160;326;2;10;175;continuous
657_fri_c2_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379723116512701;test;0.672982603333333;3;160;326;2;10;175;continuous
profb;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742220577958647;train;1.053299455;5;200;410;7;9;471;binomial
profb;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.617659804983749;test;1.053299455;5;200;410;7;9;471;binomial
591_fri_c1_100_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.678809097616511;train;0.457749761666667;9;50;428;8;10;70;continuous
591_fri_c1_100_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.23449177010961;test;0.457749761666667;9;50;428;8;10;70;continuous
cloud;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981365652321535;train;0.769450006666667;3;160;326;1;6;76;multinomial
cloud;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903146258503401;test;0.769450006666667;3;160;326;1;6;76;multinomial
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491522893445859;train;0.792088321666667;3;72;150;8;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489412117624821;test;0.792088321666667;3;72;150;8;50;700;continuous
glass;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885992665464454;train;0.542199701666667;5;9;94;4;9;144;multinomial
glass;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883206349206349;test;0.542199701666667;5;9;94;4;9;144;multinomial
fars;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915054497987747;train;36.6140300800167;2;140;284;14;21;70678;multinomial
fars;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893007651707268;test;36.6140300800167;2;140;284;14;21;70678;multinomial
heart_statlog;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958058649693112;train;0.784927126666667;3;160;326;10;13;189;binomial
heart_statlog;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886977886977887;test;0.784927126666667;3;160;326;10;13;189;binomial
nikuradse_2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.116359876296076;train;0.578978845;3;160;326;1;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165135862326777;test;0.578978845;3;160;326;1;1;254;continuous
adult;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89935848688665;train;30.6516518816667;2;12;52;12;12;34190;binomial
adult;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896319405162905;test;30.6516518816667;2;12;52;12;12;34190;binomial
622_fri_c2_1000_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220938769481652;train;5.326309035;3;160;326;5;50;700;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305377267715915;test;5.326309035;3;160;326;5;50;700;continuous
vowel;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970145570846857;train;12.43903648;5;13;132;9;13;693;multinomial
vowel;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958227013605081;test;12.43903648;5;13;132;9;13;693;multinomial
210_cloud;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.268426193927847;train;0.401129855;9;25;404;4;5;76;continuous
210_cloud;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.278357165482049;test;0.401129855;9;25;404;4;5;76;continuous
nikuradse_2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821585222199037;train;0.0360436766666667;3;5;40;0;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.774931503822394;test;0.0360436766666667;3;5;40;0;1;254;continuous
562_cpu_small;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.140714925873955;train;24.7746749833167;16;308;648;11;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177849094466249;test;24.7746749833167;16;308;648;11;12;5735;continuous
230_machine_cpu;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.224705575044141;train;0.360262426666667;3;12;88;6;6;147;continuous
230_machine_cpu;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.276957308207984;test;0.360262426666667;3;12;88;6;6;147;continuous
analcatdata_aids;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697368421052632;train;0.14021394;9;3;60;1;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.648148148148148;test;0.14021394;9;3;60;1;3;35;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949685534591195;train;0.622965098333333;3;144;294;4;7;68;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894444444444445;test;0.622965098333333;3;144;294;4;7;68;binomial
616_fri_c4_500_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837032218766164;train;1.50502685333333;5;96;234;14;50;350;continuous
616_fri_c4_500_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852254180713332;test;1.50502685333333;5;96;234;14;50;350;continuous
breast;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992698429847306;train;1.294302375;5;200;410;5;9;490;binomial
breast;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98967166775386;test;1.294302375;5;200;410;5;9;490;binomial
584_fri_c4_500_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194178598462424;train;2.36643632833333;12;317;658;6;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284777077818079;test;2.36643632833333;12;317;658;6;24;350;continuous
hypothyroid;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999296876373288;train;4.96587048666667;12;340;704;11;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979622253629706;test;4.96587048666667;12;340;704;11;20;2215;binomial
529_pollen;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346421387118327;train;2.91271137166667;13;312;650;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479419806887466;test;2.91271137166667;13;312;650;4;4;2694;continuous
631_fri_c1_500_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837289017972671;train;0.822242988333333;3;160;326;5;5;350;continuous
631_fri_c1_500_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805897966738708;test;0.822242988333333;3;160;326;5;5;350;continuous
650_fri_c0_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45438131509021;train;0.829744200016667;3;72;150;23;50;350;continuous
650_fri_c0_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489966535786053;test;0.829744200016667;3;72;150;23;50;350;continuous
backache;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963991769547325;train;1.998904645;20;124;888;15;31;126;binomial
backache;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.559270516717325;test;1.998904645;20;124;888;15;31;126;binomial
654_fri_c0_500_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239564523315184;train;2.73403291333333;20;310;660;5;10;350;continuous
654_fri_c0_500_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410857830524878;test;2.73403291333333;20;310;660;5;10;350;continuous
wine_quality_white;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914003716659072;train;15.2707282533333;20;446;932;11;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795131550215105;test;15.2707282533333;20;446;932;11;11;3429;multinomial
648_fri_c1_250_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.710081509397491;train;0.46456195665;7;170;354;13;50;175;continuous
648_fri_c1_250_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.883422851592651;test;0.46456195665;7;170;354;13;50;175;continuous
666_rmftsa_ladata;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406797157294557;train;1.29077555333333;6;220;452;2;10;356;continuous
666_rmftsa_ladata;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.581973706076372;test;1.29077555333333;6;220;452;2;10;356;continuous
712_chscase_geyser1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48813125748937;train;0.605730045;3;160;326;2;2;156;continuous
712_chscase_geyser1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46493993336128;test;0.605730045;3;160;326;2;2;156;continuous
1089_USCrime;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126094435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.411834669944161;train;0.544973996666667;11;35;502;3;7;33;continuous
1089_USCrime;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126094435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432395753599709;test;0.544973996666667;11;35;502;3;7;33;continuous
648_fri_c1_250_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.726125506898719;train;0.92644403;5;95;234;30;50;175;continuous
648_fri_c1_250_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818266373328912;test;0.92644403;5;95;234;30;50;175;continuous
pendigits;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997918374673038;train;10.660864585;7;208;430;15;16;7695;multinomial
pendigits;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996904523153173;test;10.660864585;7;208;430;15;16;7695;multinomial
fars;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882904676242791;train;18.67703312;9;21;340;11;21;70678;multinomial
fars;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886764031392333;test;18.67703312;9;21;340;11;21;70678;multinomial
654_fri_c0_500_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524336043906846;train;0.843632121666667;3;160;326;5;10;350;continuous
654_fri_c0_500_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.531082130940526;test;0.843632121666667;3;160;326;5;10;350;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999649859943978;train;0.226717496666667;3;4;30;4;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941558441558442;test;0.226717496666667;3;4;30;4;4;185;binomial
schizo;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.668416892502258;train;2.48988916833333;8;13;214;3;13;238;multinomial
schizo;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.55187641723356;test;2.48988916833333;8;13;214;3;13;238;multinomial
analcatdata_asbestos;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930875576036866;train;0.610565645;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.803703703703704;test;0.610565645;3;160;326;3;3;59;binomial
adult;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883923844363747;train;19.69412419;3;12;80;5;12;34190;binomial
adult;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883013679438608;test;19.69412419;3;12;80;5;12;34190;binomial
201_pol;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440925917562096;train;3.99871348333333;7;240;494;24;26;10500;continuous
201_pol;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442033795664077;test;3.99871348333333;7;240;494;24;26;10500;continuous
analcatdata_authorship;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999990316354999;train;1.10738358333333;3;160;326;65;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999904456164488;test;1.10738358333333;3;160;326;65;70;589;multinomial
633_fri_c0_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276498810915101;train;2.86572380833333;19;380;798;6;25;350;continuous
633_fri_c0_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506593320451288;test;2.86572380833333;19;380;798;6;25;350;continuous
601_fri_c1_250_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.769940598178561;train;0.223474675;7;25;324;4;5;175;continuous
601_fri_c1_250_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855391105967829;test;0.223474675;7;25;324;4;5;175;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837115624981138;train;0.197489415;5;50;250;8;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830020038411494;test;0.197489415;5;50;250;8;10;700;continuous
pima;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847456322635265;train;2.490729645;20;376;794;8;8;538;binomial
pima;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830750507099392;test;2.490729645;20;376;794;8;8;538;binomial
optdigits;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125182107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999568647349007;train;8.04319702166667;3;160;326;57;62;3934;multinomial
optdigits;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125182107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998834433215911;test;8.04319702166667;3;160;326;57;62;3934;multinomial
waveform_21;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979424767562351;train;5.5576395;10;298;618;15;21;3500;multinomial
waveform_21;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956854216826478;test;5.5576395;10;298;618;15;21;3500;multinomial
666_rmftsa_ladata;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501405556931605;train;1.14263488333333;15;50;670;9;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.726501531854462;test;1.14263488333333;15;50;670;9;10;356;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246288369814138;train;3.59891441;14;380;788;16;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414541412647353;test;3.59891441;14;380;788;16;50;700;continuous
diabetes;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124201951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859856695568401;train;1.34447653166667;6;220;452;7;8;538;binomial
diabetes;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124201951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819634313055366;test;1.34447653166667;6;220;452;7;8;538;binomial
503_wind;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452385232736677;train;2.157614435;8;70;386;14;14;4602;continuous
503_wind;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451089372174944;test;2.157614435;8;70;386;14;14;4602;continuous
596_fri_c2_250_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235878557042406;train;0.631239548333333;3;160;326;5;5;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419378396621914;test;0.631239548333333;3;160;326;5;5;175;continuous
spectf;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981389986824769;train;1.92213724998333;9;280;578;34;44;245;binomial
spectf;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929980276134122;test;1.92213724998333;9;280;578;34;44;245;binomial
653_fri_c0_250_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418177869048615;train;0.70333803;3;160;326;3;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.636213795981965;test;0.70333803;3;160;326;3;25;175;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.676942098512488;train;0.413121521666667;8;45;386;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.934821450938452;test;0.413121521666667;8;45;386;9;9;70;continuous
556_analcatdata_apnea2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.212305073165275;train;0.0967918266666667;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.225537097446633;test;0.0967918266666667;3;15;120;3;3;333;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.262402614763737;train;0.751141886666667;3;160;326;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.28028561446032;test;0.751141886666667;3;160;326;3;3;227;continuous
nikuradse_1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0460401445839634;train;0.99590265;6;220;452;2;2;254;continuous
nikuradse_1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.044060359270547;test;0.99590265;6;220;452;2;2;254;continuous
credit_a;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923583365180836;train;3.535354555;12;13;308;8;13;483;binomial
credit_a;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918977551405395;test;3.535354555;12;13;308;8;13;483;binomial
227_cpu_small;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314819580594941;train;1.96288096668333;5;24;190;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315596759309324;test;1.96288096668333;5;24;190;3;12;5735;continuous
598_fri_c0_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504617284251086;train;0.181258753333333;3;85;176;10;25;700;continuous
598_fri_c0_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494386316149726;test;0.181258753333333;3;85;176;10;25;700;continuous
mfeat_zernike;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989061317579596;train;4.00365117833333;6;220;452;32;32;1400;multinomial
mfeat_zernike;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979991976553118;test;4.00365117833333;6;220;452;32;32;1400;multinomial
344_mv;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144713685435274;train;4.267452565;6;204;420;6;10;28538;continuous
344_mv;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.146605112734562;test;4.267452565;6;204;420;6;10;28538;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209249859728421;train;1.87894037833333;5;200;410;10;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313376926310535;test;1.87894037833333;5;200;410;10;10;700;continuous
wine_quality_red;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976948701531918;train;5.40688207833333;15;400;830;10;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.800811605832193;test;5.40688207833333;15;400;830;10;11;1120;multinomial
562_cpu_small;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.187656815443686;train;2.65960168333333;5;200;410;12;12;5735;continuous
562_cpu_small;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.187582331631165;test;2.65960168333333;5;200;410;12;12;5735;continuous
cars;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865882338788743;train;2.53370235166667;20;390;820;6;7;275;multinomial
cars;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837309758485938;test;2.53370235166667;20;390;820;6;7;275;multinomial
584_fri_c4_500_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226921070641229;train;1.71817287333333;9;264;546;5;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437050326795324;test;1.71817287333333;9;264;546;5;24;350;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.25104923611297;train;0.215254816666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321628001825666;test;0.215254816666667;3;6;48;3;3;333;continuous
pima;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887601894030209;train;2.547590005;14;380;788;7;8;538;binomial
pima;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.79530492030492;test;2.547590005;14;380;788;7;8;538;binomial
glass;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833333333333333;train;1.18326499;5;9;96;2;9;144;multinomial
glass;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.745138888888889;test;1.18326499;5;9;96;2;9;144;multinomial
706_sleuth_case1202;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529806597522901;train;0.119016781666667;3;30;176;2;6;66;continuous
706_sleuth_case1202;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.634241731019841;test;0.119016781666667;3;30;176;2;6;66;continuous
cleve;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948275862068965;train;1.88081034666667;9;280;578;9;13;213;binomial
cleve;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872573419611747;test;1.88081034666667;9;280;578;9;13;213;binomial
562_cpu_small;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.343625968559751;train;2.43274340833333;6;220;452;12;12;5735;continuous
562_cpu_small;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.357731871119172;test;2.43274340833333;6;220;452;12;12;5735;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817594989955018;train;0.179053038316667;3;10;72;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857449903173821;test;0.179053038316667;3;10;72;5;5;350;continuous
analcatdata_bankruptcy;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986842105263158;train;0.0628492483333333;3;3;24;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944444444444444;test;0.0628492483333333;3;3;24;3;3;35;binomial
analcatdata_authorship;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.111923525;3;50;106;45;70;589;multinomial
analcatdata_authorship;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999783009333571;test;2.111923525;3;50;106;45;70;589;multinomial
547_no2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660592543107761;train;1.30231200333333;6;220;452;7;7;350;continuous
547_no2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.635997154906393;test;1.30231200333333;6;220;452;7;7;350;continuous
crx;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928665196387314;train;1.47689423;7;14;192;6;14;483;binomial
crx;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900841121495327;test;1.47689423;7;14;192;6;14;483;binomial
4544_GeographicalOriginalofMusic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44297934304954;train;1.79895270833333;8;244;504;31;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438896075733528;test;1.79895270833333;8;244;504;31;71;742;continuous
prnn_crabs;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966974358974359;train;0.607791705;3;160;326;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970285714285714;test;0.607791705;3;160;326;4;4;140;binomial
confidence;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125155546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943783068783069;train;0.787146155;3;160;326;1;1;51;multinomial
confidence;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125155546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951111111111111;test;0.787146155;3;160;326;1;1;51;multinomial
churn;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871796099837364;train;1.36662677166667;15;60;670;6;15;3500;binomial
churn;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854297175913141;test;1.36662677166667;15;60;670;6;15;3500;binomial
dermatology;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.99276776331667;3;25;122;25;25;257;multinomial
dermatology;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997745614035088;test;2.99276776331667;3;25;122;25;25;257;multinomial
clean1;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.707618808333333;3;34;74;2;88;334;binomial
clean1;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.707618808333333;3;34;74;2;88;334;binomial
buggyCrx;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933536985261123;train;1.13632452166667;5;200;410;14;14;483;binomial
buggyCrx;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92917068466731;test;1.13632452166667;5;200;410;14;14;483;binomial
593_fri_c1_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125183756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82060788532709;train;0.335709428333333;7;50;334;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125183756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829724130053315;test;0.335709428333333;7;50;334;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820433626190141;train;0.237180128333333;5;50;250;9;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822606513363757;test;0.237180128333333;5;50;250;9;10;700;continuous
192_vineyard;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616733065017198;train;0.0639646516666667;3;10;74;2;2;37;continuous
192_vineyard;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48650837614114;test;0.0639646516666667;3;10;74;2;2;37;continuous
547_no2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.64038953963208;train;0.526382228333333;3;14;86;7;7;350;continuous
547_no2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.665048568723109;test;0.526382228333333;3;14;86;7;7;350;continuous
credit_a;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949336413855401;train;0.862437055;3;160;326;9;13;483;binomial
credit_a;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919449160535748;test;0.862437055;3;160;326;9;13;483;binomial
breast_cancer;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.788663321167883;train;0.651923945;3;160;326;9;9;201;binomial
breast_cancer;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.668154761904762;test;0.651923945;3;160;326;9;9;201;binomial
687_sleuth_ex1605;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.638314943060729;train;0.26172569;5;10;112;4;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.719558678045471;test;0.26172569;5;10;112;4;5;44;continuous
537_houses;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.46593394638988;train;29.761388915;12;329;682;5;5;14448;continuous
537_houses;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.513526406520942;test;29.761388915;12;329;682;5;5;14448;continuous
clean1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959286971830986;train;0.970663835;3;160;326;86;86;334;binomial
clean1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914485514485514;test;0.970663835;3;160;326;86;86;334;binomial
backache;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939204545454546;train;2.536368195;11;320;662;28;31;126;binomial
backache;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748148148148148;test;2.536368195;11;320;662;28;31;126;binomial
218_house_8L;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125150445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.507620683313011;train;5.362592265;10;16;336;7;8;15949;continuous
218_house_8L;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125150445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505492220823639;test;5.362592265;10;16;336;7;8;15949;continuous
cleve;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947120511908994;train;1.47303353331667;8;13;186;12;13;213;binomial
cleve;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901941264310602;test;1.47303353331667;8;13;186;12;13;213;binomial
505_tecator;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0449634002943161;train;0.994810528333333;5;200;410;13;18;168;continuous
505_tecator;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0953854029335704;test;0.994810528333333;5;200;410;13;18;168;continuous
560_bodyfat;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0221832158480594;train;0.59377092;3;24;150;1;12;177;continuous
560_bodyfat;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0182780468687725;test;0.59377092;3;24;150;1;12;177;continuous
heart_h;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942788796969999;train;0.983021891666667;5;200;410;11;12;206;binomial
heart_h;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907103825136612;test;0.983021891666667;5;200;410;11;12;206;binomial
665_sleuth_case2002;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710284001524024;train;0.793252351666667;9;12;226;2;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797374588641419;test;0.793252351666667;9;12;226;2;6;103;continuous
movement_libras;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933544677078491;train;1.580360015;3;160;326;10;21;252;multinomial
movement_libras;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881542602490732;test;1.580360015;3;160;326;10;21;252;multinomial
678_visualizing_environmental;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.568236304209112;train;0.475650641666667;3;160;326;2;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.778391204055587;test;0.475650641666667;3;160;326;2;3;78;continuous
appendicitis;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852459016393443;train;1.067805665;5;200;410;4;4;75;binomial
appendicitis;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857142857142857;test;1.067805665;5;200;410;4;4;75;binomial
628_fri_c3_1000_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853183971654506;train;0.275475958333333;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820023442736128;test;0.275475958333333;3;10;72;5;5;700;continuous
602_fri_c3_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125183900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840144848304333;train;0.300554583333333;7;50;334;7;10;175;continuous
602_fri_c3_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125183900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809097552828383;test;0.300554583333333;7;50;334;7;10;175;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210795337220084;train;0.93828980665;5;200;410;3;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375325667281323;test;0.93828980665;5;200;410;3;9;165;continuous
banana;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979807292607256;train;3.92033905666667;3;160;326;2;2;3710;binomial
banana;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96474650089635;test;3.92033905666667;3;160;326;2;2;3710;binomial
titanic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816823312992499;train;1.40949428166667;7;7;106;7;7;1545;binomial
titanic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.800267379679145;test;1.40949428166667;7;7;106;7;7;1545;binomial
haberman;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124162324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.727282310773772;train;0.126238378333333;3;3;24;2;3;215;binomial
haberman;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124162324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.673611111111111;test;0.126238378333333;3;3;24;2;3;215;binomial
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.424992161450586;train;1.00520307;3;72;150;57;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.438619692920151;test;1.00520307;3;72;150;57;72;742;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199842995872737;train;2.292396415;13;328;682;6;10;700;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307966367904161;test;2.292396415;13;328;682;6;10;700;continuous
heart_h;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906010166450713;train;0.577392723333333;3;160;326;2;12;206;binomial
heart_h;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889799635701275;test;0.577392723333333;3;160;326;2;12;206;binomial
horse_colic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124213257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885746173469388;train;0.680558688333333;9;79;426;3;22;258;binomial
horse_colic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124213257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839364035087719;test;0.680558688333333;9;79;426;3;22;258;binomial
695_chatfield_4;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126110747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.305449827297845;train;0.284930095;6;45;292;4;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126110747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.380360220917363;test;0.284930095;6;45;292;4;9;165;continuous
650_fri_c0_500_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454446605554378;train;0.379143718333333;5;130;270;32;50;350;continuous
650_fri_c0_500_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480226131840795;test;0.379143718333333;5;130;270;32;50;350;continuous
597_fri_c2_500_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82608764210889;train;0.109288036666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807743587724102;test;0.109288036666667;3;25;156;5;5;350;continuous
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641_fri_c1_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125183629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81908488009742;test;0.307639281683333;7;50;334;6;10;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476548224179293;train;1.23789491833333;5;200;410;15;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477466268446689;test;1.23789491833333;5;200;410;15;50;350;continuous
contraceptive;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724694528564358;train;0.863974935;3;160;326;5;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.684663924418023;test;0.863974935;3;160;326;5;9;1032;multinomial
analcatdata_creditscore;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.723197031666667;3;160;326;4;6;70;binomial
analcatdata_creditscore;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.723197031666667;3;160;326;4;6;70;binomial
505_tecator;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0468715120098016;train;0.715882173333333;3;160;326;5;19;168;continuous
505_tecator;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0966858672202716;test;0.715882173333333;3;160;326;5;19;168;continuous
spectf;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922204779347636;train;0.743990553333333;3;160;326;2;44;245;binomial
spectf;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827473958333333;test;0.743990553333333;3;160;326;2;44;245;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860532407407407;train;0.0813101133333333;3;3;24;2;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9;test;0.0813101133333333;3;3;24;2;3;59;binomial
allhypo;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.592589460703611;train;0.79521111;12;24;388;1;24;2639;multinomial
allhypo;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.593485946901507;test;0.79521111;12;24;388;1;24;2639;multinomial
527_analcatdata_election2000;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.148936849263993;train;1.22303597;6;220;452;1;3;47;continuous
527_analcatdata_election2000;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;1.03825170873745;test;1.22303597;6;220;452;1;3;47;continuous
allrep;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952399273783587;train;3.28566097833333;10;213;446;11;24;2641;multinomial
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706_sleuth_case1202;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.6137599464459;train;2.05182314;7;240;494;4;6;66;continuous
706_sleuth_case1202;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495136797523128;test;2.05182314;7;240;494;4;6;66;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805068228682756;train;0.346513256666667;6;123;302;3;25;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82638801379004;test;0.346513256666667;6;123;302;3;25;700;continuous
207_autoPrice;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.358091206952997;train;0.83972527;12;55;564;3;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.5506261650899;test;0.83972527;12;55;564;3;11;112;continuous
cmc;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.763056484021423;train;1.15136383833333;3;160;326;8;9;1032;multinomial
cmc;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.714370013739762;test;1.15136383833333;3;160;326;8;9;1032;multinomial
564_fried;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480443984777513;train;4.71799293333333;5;200;410;9;10;28538;continuous
564_fried;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487526485611835;test;4.71799293333333;5;200;410;9;10;28538;continuous
ann_thyroid;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982097835587542;train;2.037381335;3;160;326;13;21;5040;multinomial
ann_thyroid;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946209436237722;test;2.037381335;3;160;326;13;21;5040;multinomial
687_sleuth_ex1605;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356213635208937;train;1.20478990333333;8;228;472;5;5;44;continuous
687_sleuth_ex1605;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.67862845335566;test;1.20478990333333;8;228;472;5;5;44;continuous
analcatdata_creditscore;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.235820356666667;3;112;230;5;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.235820356666667;3;112;230;5;6;70;binomial
irish;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899133886683508;train;1.39713169;7;240;494;4;4;350;binomial
irish;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.792233190538275;test;1.39713169;7;240;494;4;4;350;binomial
collins;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.46440253666667;3;160;326;20;20;340;multinomial
collins;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.46440253666667;3;160;326;20;20;340;multinomial
505_tecator;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.082177826294376;train;0.638229543333333;3;36;150;18;18;168;continuous
505_tecator;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.08220508688302;test;0.638229543333333;3;36;150;18;18;168;continuous
segmentation;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999534059025507;train;1.36565130166667;3;160;326;14;14;1617;multinomial
segmentation;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9980775873331;test;1.36565130166667;3;160;326;14;14;1617;multinomial
659_sleuth_ex1714;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394956685460358;train;0.21319991;9;15;234;1;3;33;continuous
659_sleuth_ex1714;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507447481415794;test;0.21319991;9;15;234;1;3;33;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799809675827004;train;0.34659643835;5;10;112;5;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825458749060188;test;0.34659643835;5;10;112;5;5;175;continuous
heart_h;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945837108627806;train;1.84312058;11;12;258;11;12;206;binomial
heart_h;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917592051431911;test;1.84312058;11;12;258;11;12;206;binomial
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852320481055473;train;0.200449789983333;3;85;176;11;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802523960298626;test;0.200449789983333;3;85;176;11;25;700;continuous
yeast;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8988261304851;train;9.403105555;9;8;152;8;8;1036;multinomial
yeast;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856254728781652;test;9.403105555;9;8;152;8;8;1036;multinomial
201_pol;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125205606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.688560762986782;train;3.90336126833333;5;42;230;4;26;10500;continuous
201_pol;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125205606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704883295983843;test;3.90336126833333;5;42;230;4;26;10500;continuous
analcatdata_happiness;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891330891330891;train;0.109849688333333;6;3;42;2;3;42;multinomial
analcatdata_happiness;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.633333333333333;test;0.109849688333333;6;3;42;2;3;42;multinomial
credit_g;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821144727175583;train;1.16786035166667;13;80;586;12;20;700;binomial
credit_g;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774026983510077;test;1.16786035166667;13;80;586;12;20;700;binomial
657_fri_c2_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125094846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83093220561421;train;0.468022106666667;3;20;132;4;10;175;continuous
657_fri_c2_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125094846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.909183446704905;test;0.468022106666667;3;20;132;4;10;175;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83794866643811;train;0.225056211666667;3;90;186;5;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786768266442615;test;0.225056211666667;3;90;186;5;50;700;continuous
cleve;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97098454904779;train;1.16099672333333;9;13;218;13;13;213;binomial
cleve;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853754940711463;test;1.16099672333333;9;13;218;13;13;213;binomial
594_fri_c2_100_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843492839566638;train;0.873195985;3;160;326;5;5;70;continuous
594_fri_c2_100_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893859779997286;test;0.873195985;3;160;326;5;5;70;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.635578915368373;train;0.116755561666667;3;10;70;4;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606761973561338;test;0.116755561666667;3;10;70;4;5;44;continuous
712_chscase_geyser1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435851218252082;train;0.868681373333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539570612471721;test;0.868681373333333;3;160;326;1;2;156;continuous
saheart;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805641289437586;train;0.560856815;6;9;114;8;9;324;binomial
saheart;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.695885509838998;test;0.560856815;6;9;114;8;9;324;binomial
602_fri_c3_250_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820198819535336;train;0.448753678333333;9;45;418;4;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870452654094727;test;0.448753678333333;9;45;418;4;9;175;continuous
573_cpu_act;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293362149842114;train;3.84892024666667;18;284;604;4;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297058219685002;test;3.84892024666667;18;284;604;4;17;5735;continuous
624_fri_c0_100_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430496551735636;train;2.47622275666667;12;340;704;5;5;70;continuous
624_fri_c0_100_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598454075300796;test;2.47622275666667;12;340;704;5;5;70;continuous
mnist;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.55695814484301;train;32.579571795;0;5;10;10;582;49000;multinomial
mnist;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.556103009856923;test;32.579571795;0;5;10;10;582;49000;multinomial
628_fri_c3_1000_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842270624416878;train;0.868130795;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825494820799345;test;0.868130795;3;160;326;5;5;700;continuous
666_rmftsa_ladata;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485706758526525;train;0.167990605;3;48;166;7;10;356;continuous
666_rmftsa_ladata;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.682107989208269;test;0.167990605;3;48;166;7;10;356;continuous
695_chatfield_4;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336098767927427;train;0.532631498333333;3;18;124;9;9;165;continuous
695_chatfield_4;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440444954863986;test;0.532631498333333;3;18;124;9;9;165;continuous
647_fri_c1_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241118214820674;train;2.42563888333333;12;324;672;7;10;175;continuous
647_fri_c1_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426847475396409;test;2.42563888333333;12;324;672;7;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.529557786046501;train;1.042887485;5;20;212;10;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516419213206138;test;1.042887485;5;20;212;10;10;175;continuous
australian;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949243797044884;train;0.290557931666667;5;56;250;13;14;483;binomial
australian;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858858858858859;test;0.290557931666667;5;56;250;13;14;483;binomial
643_fri_c2_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214350698670458;train;2.38635220833333;9;280;578;5;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400343730207782;test;2.38635220833333;9;280;578;5;25;350;continuous
analcatdata_authorship;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125203459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.387755375;5;66;222;44;70;589;multinomial
analcatdata_authorship;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125203459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999718534333494;test;0.387755375;5;66;222;44;70;589;multinomial
1201_BNG_breastTumor;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914162628753654;train;2.592845165;3;18;124;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916539559601996;test;2.592845165;3;18;124;9;9;81648;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438020860188533;train;2.34643117;11;320;662;8;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.883156850857902;test;2.34643117;11;320;662;8;25;70;continuous
segmentation;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997031696145267;train;2.93300687666667;5;200;410;11;13;1617;multinomial
segmentation;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997369412236527;test;2.93300687666667;5;200;410;11;13;1617;multinomial
nikuradse_2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833964169171997;train;0.663385281666667;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.718991718597691;test;0.663385281666667;3;160;326;1;1;254;continuous
560_bodyfat;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0372557876259865;train;0.168144265;3;65;186;1;13;177;continuous
560_bodyfat;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0359534129737485;test;0.168144265;3;65;186;1;13;177;continuous
657_fri_c2_250_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799564968522927;train;0.331539463333333;7;50;334;10;10;175;continuous
657_fri_c2_250_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782882357420585;test;0.331539463333333;7;50;334;10;10;175;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833341970988515;train;0.314469768333333;3;90;186;11;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857001572798859;test;0.314469768333333;3;90;186;11;100;700;continuous
analcatdata_aids;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618421052631579;train;0.12103631;8;2;36;1;2;35;binomial
analcatdata_aids;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851851851851852;test;0.12103631;8;2;36;1;2;35;binomial
1595_poker;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814673239501437;train;31.8508135866667;3;160;326;5;10;717507;continuous
1595_poker;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813379074443459;test;31.8508135866667;3;160;326;5;10;717507;continuous
1196_BNG_pharynx;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.659266768081058;train;44.6961824833333;1;120;242;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66015798741023;test;44.6961824833333;1;120;242;10;10;700000;continuous
Hill_Valley_without_noise;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125131823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.70385686438318;train;4.08004903833333;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125131823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.479577421534304;test;4.08004903833333;20;500;1040;1;1;849;binomial
movement_libras;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981311161371631;train;11.6913056733333;3;20;122;12;20;252;multinomial
movement_libras;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946610292265054;test;11.6913056733333;3;20;122;12;20;252;multinomial
analcatdata_cyyoung9302;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918666666666667;train;0.805861075016667;14;24;596;3;6;65;binomial
analcatdata_cyyoung9302;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923913043478261;test;0.805861075016667;14;24;596;3;6;65;binomial
sonar;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.34456807833333;5;200;410;41;60;146;binomial
sonar;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903866248693835;test;1.34456807833333;5;200;410;41;60;146;binomial
phoneme;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803475529401455;train;1.36995953666667;3;160;326;5;5;3783;binomial
phoneme;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793031448387215;test;1.36995953666667;3;160;326;5;5;3783;binomial
cars;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999878167641326;train;1.33761566998333;7;240;494;1;7;275;multinomial
cars;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.33761566998333;7;240;494;1;7;275;multinomial
597_fri_c2_500_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207648679894017;train;0.94083445;5;200;410;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302849310980697;test;0.94083445;5;200;410;5;5;350;continuous
562_cpu_small;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.301929924739533;train;3.507001235;20;287;614;2;12;5735;continuous
562_cpu_small;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.320606603074018;test;3.507001235;20;287;614;2;12;5735;continuous
579_fri_c0_250_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482713247283037;train;0.104031931666667;3;25;154;5;5;175;continuous
579_fri_c0_250_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.497513131644405;test;0.104031931666667;3;25;154;5;5;175;continuous
574_house_16H;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517753260548017;train;2.06444317333333;3;160;326;15;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520636053096984;test;2.06444317333333;3;160;326;15;15;15949;continuous
analcatdata_boxing2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678300094966762;train;0.105899826666667;3;3;24;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693850267379679;test;0.105899826666667;3;3;24;1;3;93;binomial
594_fri_c2_100_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88999270347739;train;0.373962083333333;9;25;418;1;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.896747100935031;test;0.373962083333333;9;25;418;1;5;70;continuous
mfeat_karhunen;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999666500202954;train;3.78256399833333;3;160;326;64;64;1400;multinomial
mfeat_karhunen;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99603749955077;test;3.78256399833333;3;160;326;64;64;1400;multinomial
596_fri_c2_250_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269664868617846;train;1.91053187333333;10;300;620;5;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406492493881379;test;1.91053187333333;10;300;620;5;5;175;continuous
665_sleuth_case2002;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801476703285258;train;0.15535487835;3;12;74;1;6;103;continuous
665_sleuth_case2002;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754495102360302;test;0.15535487835;3;12;74;1;6;103;continuous
218_house_8L;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456588885785339;train;0.570553538333333;10;40;460;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453248379392381;test;0.570553538333333;10;40;460;8;8;15949;continuous
glass2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87553256238588;train;0.300074255;6;36;276;8;9;115;binomial
glass2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777391304347826;test;0.300074255;6;36;276;8;9;115;binomial
627_fri_c2_500_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260057594269139;train;2.52498178;20;368;776;3;10;350;continuous
627_fri_c2_500_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413977347214912;test;2.52498178;20;368;776;3;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125153248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797707074461556;train;0.12382325;3;50;166;5;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125153248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.92499593627853;test;0.12382325;3;50;166;5;10;350;continuous
confidence;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941991341991342;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925555555555556;test;;-Inf;-Inf;;1;1;51;multinomial
562_cpu_small;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.203582233137488;train;0.588902161666667;11;60;512;12;12;5735;continuous
562_cpu_small;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.20119341385992;test;0.588902161666667;11;60;512;12;12;5735;continuous
mfeat_fourier;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125192244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990955767216729;train;2.97624191168333;5;200;410;22;76;1400;multinomial
mfeat_fourier;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125192244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978243469973468;test;2.97624191168333;5;200;410;22;76;1400;multinomial
608_fri_c3_1000_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815621485376815;train;0.150907011666667;3;50;166;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826064795775688;test;0.150907011666667;3;50;166;5;10;700;continuous
tokyo1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999344897319776;train;0.862793456666667;3;160;326;5;21;672;binomial
tokyo1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982365708084645;test;0.862793456666667;3;160;326;5;21;672;binomial
ann_thyroid;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99990997459858;train;4.15032912166667;3;160;326;17;21;5040;multinomial
ann_thyroid;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999633324749784;test;4.15032912166667;3;160;326;17;21;5040;multinomial
allrep;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9875871818813;train;5.09572121833333;12;340;704;23;24;2641;multinomial
allrep;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956949355334119;test;5.09572121833333;12;340;704;23;24;2641;multinomial
230_machine_cpu;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296978674324429;train;1.22840116666667;8;253;524;3;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.318204284478639;test;1.22840116666667;8;253;524;3;6;147;continuous
561_cpu;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.10097848974165;train;0.274383096666667;6;35;292;7;7;147;continuous
561_cpu;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.263303691082693;test;0.274383096666667;6;35;292;7;7;147;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8012442884233;train;0.228711605;3;90;186;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850163078154816;test;0.228711605;3;90;186;5;50;700;continuous
634_fri_c2_100_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80694297925418;train;1.49175314333333;7;240;494;9;10;70;continuous
634_fri_c2_100_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802446527793024;test;1.49175314333333;7;240;494;9;10;70;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803274067138622;train;1.50904063;6;204;420;5;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811388542324971;test;1.50904063;6;204;420;5;10;350;continuous
new_thyroid;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0439741716666667;3;5;36;5;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996706192358366;test;0.0439741716666667;3;5;36;5;5;151;multinomial
wine_quality_white;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.653210451461369;train;0.277376486666667;6;11;120;1;11;3429;multinomial
wine_quality_white;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.577358231032958;test;0.277376486666667;6;11;120;1;11;3429;multinomial
texture;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999736069118494;train;7.42914562833333;6;204;420;11;12;3850;multinomial
texture;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999232930322137;test;7.42914562833333;6;204;420;11;12;3850;multinomial
fars;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832906499450792;train;38.537865695;0;100;200;2;21;70678;multinomial
fars;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846606806049947;test;38.537865695;0;100;200;2;21;70678;multinomial
607_fri_c4_1000_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188312951211597;train;2.27151171166667;6;220;452;6;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289138418233258;test;2.27151171166667;6;220;452;6;50;700;continuous
574_house_16H;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393057689619818;train;18.15218192;6;220;452;15;15;15949;continuous
574_house_16H;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415539919719962;test;18.15218192;6;220;452;15;15;15949;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125150821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229544229095967;train;1.14045364166667;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125150821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290205760227032;test;1.14045364166667;3;160;326;5;25;700;continuous
agaricus_lepiota;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.49371887;3;160;326;20;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.49371887;3;160;326;20;20;5702;binomial
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85190451438683;train;0.114814925;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841199389632747;test;0.114814925;3;25;156;5;5;700;continuous
643_fri_c2_500_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317561860634819;train;1.65522213166667;5;200;410;5;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420151229286985;test;1.65522213166667;5;200;410;5;25;350;continuous
analcatdata_lawsuit;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.100598056666667;3;16;110;3;4;185;binomial
analcatdata_lawsuit;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99;test;0.100598056666667;3;16;110;3;4;185;binomial
617_fri_c3_500_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832125885924839;train;1.40656806333333;6;220;452;5;5;350;continuous
617_fri_c3_500_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819366561238293;test;1.40656806333333;6;220;452;5;5;350;continuous
shuttle;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851703302433961;train;31.302157655;3;160;326;8;8;40600;multinomial
shuttle;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853787715616893;test;31.302157655;3;160;326;8;8;40600;multinomial
1193_BNG_lowbwt;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.614891200454059;train;2.10217669831667;3;18;88;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.612625444101791;test;2.10217669831667;3;18;88;9;9;21773;continuous
yeast;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125154555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887337501273527;train;6.01884461166667;7;8;120;8;8;1036;multinomial
yeast;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125154555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87805997162214;test;6.01884461166667;7;8;120;8;8;1036;multinomial
mfeat_factors;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.27889049666667;3;66;138;91;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982553454680514;test;1.27889049666667;3;66;138;91;137;1400;multinomial
clean1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.827222775016667;3;160;326;1;88;334;binomial
clean1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.827222775016667;3;160;326;1;88;334;binomial
1199_BNG_echoMonths;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.716211051273108;train;0.888167238333333;5;18;194;7;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.707468869482923;test;0.888167238333333;5;18;194;7;9;12248;continuous
credit_a;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927981762288004;train;0.684534991666667;3;160;326;9;14;483;binomial
credit_a;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910532385162406;test;0.684534991666667;3;160;326;9;14;483;binomial
penguins;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.05233976;3;7;50;5;7;241;multinomial
penguins;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999259259259259;test;0.05233976;3;7;50;5;7;241;multinomial
634_fri_c2_100_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366700851228942;train;1.78373993833333;7;240;494;1;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532265785833272;test;1.78373993833333;7;240;494;1;10;70;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231527396040582;train;4.560011745;15;333;696;5;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34935362991312;test;4.560011745;15;333;696;5;50;700;continuous
spectf;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890545961974534;train;9.01788256;16;44;684;26;44;245;binomial
spectf;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91015625;test;9.01788256;16;44;684;26;44;245;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909333333333333;train;0.574177805;12;24;530;3;6;65;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945652173913043;test;0.574177805;12;24;530;3;6;65;binomial
605_fri_c2_250_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.746098998072656;train;1.29649034166667;7;50;318;22;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832924078850649;test;1.29649034166667;7;50;318;22;25;175;continuous
analcatdata_germangss;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702849466662873;train;0.046503835;3;5;36;1;5;280;multinomial
analcatdata_germangss;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71681837747506;test;0.046503835;3;5;36;1;5;280;multinomial
bupa;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.705747676325861;train;0.485815126666667;7;5;76;5;5;242;binomial
bupa;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658748114630468;test;0.485815126666667;7;5;76;5;5;242;binomial
flags;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859134332745444;train;14.942619615;14;39;600;35;39;125;multinomial
flags;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.750088183421517;test;14.942619615;14;39;600;35;39;125;multinomial
haberman;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73113008644318;train;0.147841953333333;3;3;24;3;3;215;binomial
haberman;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.619152046783626;test;0.147841953333333;3;3;24;3;3;215;binomial
542_pollution;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482847604721603;train;1.15972444333333;13;22;544;7;11;42;continuous
542_pollution;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866212635903084;test;1.15972444333333;13;22;544;7;11;42;continuous
542_pollution;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126115242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.544895273796394;train;0.56034002;10;50;460;7;10;42;continuous
542_pollution;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126115242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533733907076088;test;0.56034002;10;50;460;7;10;42;continuous
glass2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858741681790684;train;0.583363368333333;9;9;172;9;9;115;binomial
glass2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747731397459165;test;0.583363368333333;9;9;172;9;9;115;binomial
mfeat_zernike;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989517853425546;train;1.17380769833333;8;33;348;26;33;1400;multinomial
mfeat_zernike;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974998601579351;test;1.17380769833333;8;33;348;26;33;1400;multinomial
confidence;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944240019240019;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938888888888889;test;;-Inf;-Inf;;1;1;51;multinomial
phoneme;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814176425604755;train;0.95101337;3;160;326;5;5;3783;binomial
phoneme;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808834691371805;test;0.95101337;3;160;326;5;5;3783;binomial
ecoli;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981228372490508;train;1.09138845833333;5;6;68;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978564073226545;test;1.09138845833333;5;6;68;5;6;229;multinomial
712_chscase_geyser1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.573063210402542;train;0.361425241666667;9;4;80;2;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516173559810197;test;0.361425241666667;9;4;80;2;2;156;continuous
637_fri_c1_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124162202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830104045714855;train;1.88637129;8;100;360;15;50;350;continuous
637_fri_c1_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124162202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891616716442157;test;1.88637129;8;100;360;15;50;350;continuous
cleve;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951297547102737;train;0.63908532;3;160;326;12;13;213;binomial
cleve;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899950223992036;test;0.63908532;3;160;326;12;13;213;binomial
596_fri_c2_250_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238220178511332;train;0.592474186666667;3;160;326;4;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459694570660345;test;0.592474186666667;3;160;326;4;5;175;continuous
analcatdata_bankruptcy;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983552631578947;train;0.09624728;5;8;96;2;2;35;binomial
analcatdata_bankruptcy;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907407407407407;test;0.09624728;5;8;96;2;2;35;binomial
adult;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897188955689203;train;32.28217955;2;12;56;9;12;34190;binomial
adult;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894751520393536;test;32.28217955;2;12;56;9;12;34190;binomial
cars;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890333472570315;train;2.92933669833333;12;7;176;7;7;275;multinomial
cars;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.774921660791226;test;2.92933669833333;12;7;176;7;7;275;multinomial
503_wind;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393082989797692;train;5.22184458998333;3;160;326;14;14;4602;continuous
503_wind;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452534913992854;test;5.22184458998333;3;160;326;14;14;4602;continuous
tae;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.737908272283272;train;0.250607655;3;5;38;5;5;106;multinomial
tae;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643028322440087;test;0.250607655;3;5;38;5;5;106;multinomial
663_rabe_266;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0974480575294541;train;1.22940309166667;7;240;494;2;2;84;continuous
663_rabe_266;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.127042420683712;test;1.22940309166667;7;240;494;2;2;84;continuous
mfeat_zernike;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984452777552967;train;1.75953562;3;160;326;29;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979248480643423;test;1.75953562;3;160;326;29;32;1400;multinomial
adult;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899287233052333;train;540.790044248333;0;5;10;12;12;34190;binomial
adult;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896441153394212;test;540.790044248333;0;5;10;12;12;34190;binomial
612_fri_c1_1000_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16616950820911;train;3.814020795;12;308;640;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256140212076809;test;3.814020795;12;308;640;5;5;700;continuous
irish;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871727748691099;train;0.998298386666667;5;200;410;3;4;350;binomial
irish;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868363437328955;test;0.998298386666667;5;200;410;3;4;350;binomial
coil2000;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125105107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.70902096792907;train;91.5085444;0;5;10;2;59;6876;binomial
coil2000;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125105107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694104960460101;test;91.5085444;0;5;10;2;59;6876;binomial
lupus;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935164835164835;train;3.61627203665;20;500;1040;2;2;61;binomial
lupus;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.699346405228758;test;3.61627203665;20;500;1040;2;2;61;binomial
581_fri_c3_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196215778602695;train;3.58166968333333;20;461;962;5;25;350;continuous
581_fri_c3_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321291744098844;test;3.58166968333333;20;461;962;5;25;350;continuous
wdbc;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126105233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995450629912781;train;0.191137903333333;3;70;166;18;22;399;binomial
wdbc;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126105233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982606132075472;test;0.191137903333333;3;70;166;18;22;399;binomial
analcatdata_lawsuit;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99874686716792;train;0.076189805;3;16;76;2;4;185;binomial
analcatdata_lawsuit;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986486486486486;test;0.076189805;3;16;76;2;4;185;binomial
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834771540156618;train;1.20445747833333;6;20;248;9;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812582875982396;test;1.20445747833333;6;20;248;9;10;700;continuous
207_autoPrice;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273556327652351;train;0.68271349;3;160;326;10;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.431384447052708;test;0.68271349;3;160;326;10;10;112;continuous
prnn_fglass;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905150714331475;train;1.11051492666667;6;213;438;7;9;144;multinomial
prnn_fglass;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877495590828924;test;1.11051492666667;6;213;438;7;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913847091976887;train;0.72722223;3;160;326;6;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815208333333333;test;0.72722223;3;160;326;6;9;144;multinomial
magic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838721991251457;train;4.34644409833333;7;9;124;9;9;13314;binomial
magic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843835484440828;test;4.34644409833333;7;9;124;9;9;13314;binomial
ecoli;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978852523051869;train;0.0542860783333333;3;5;36;5;5;229;multinomial
ecoli;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92898942844595;test;0.0542860783333333;3;5;36;5;5;229;multinomial
crx;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9148725757894;train;0.608936785;3;160;326;10;13;483;binomial
crx;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918224299065421;test;0.608936785;3;160;326;10;13;483;binomial
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847315167023044;train;0.587426973333333;3;72;150;10;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822973450348668;test;0.587426973333333;3;72;150;10;100;700;continuous
glass2;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869026013309135;train;0.592192468333333;11;36;502;8;9;115;binomial
glass2;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638838475499093;test;0.592192468333333;11;36;502;8;9;115;binomial
574_house_16H;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125142615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524368088780072;train;4.55941788333333;20;276;592;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125142615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506766863070995;test;4.55941788333333;20;276;592;15;15;15949;continuous
penguins;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.05754495;3;7;50;5;7;241;multinomial
penguins;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998780487804878;test;0.05754495;3;7;50;5;7;241;multinomial
labor;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.894190450016667;3;160;326;10;16;40;binomial
labor;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966666666666667;test;0.894190450016667;3;160;326;10;16;40;binomial
656_fri_c1_100_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.909000876687452;train;2.41884052166667;9;280;578;2;5;70;continuous
656_fri_c1_100_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.949734598914269;test;2.41884052166667;9;280;578;2;5;70;continuous
hepatitis;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932359307359307;train;3.702312575;20;500;1040;15;19;109;binomial
hepatitis;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846753246753247;test;3.702312575;20;500;1040;15;19;109;binomial
buggyCrx;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126093159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921645260149444;train;2.89667797;20;394;828;4;13;483;binomial
buggyCrx;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126093159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883352929649226;test;2.89667797;20;394;828;4;13;483;binomial
adult;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907109825822713;train;23.36400012;8;212;440;12;12;34190;binomial
adult;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904063447904921;test;23.36400012;8;212;440;12;12;34190;binomial
663_rabe_266;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.351746279683194;train;0.076777785;3;4;32;1;2;84;continuous
663_rabe_266;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.24181213405244;test;0.076777785;3;4;32;1;2;84;continuous
605_fri_c2_250_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768803891222794;train;0.172050760016667;3;90;186;8;25;175;continuous
605_fri_c2_250_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810213194727451;test;0.172050760016667;3;90;186;8;25;175;continuous
credit_g;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.749816347046087;train;0.63561168;3;20;100;2;20;700;binomial
credit_g;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724485420240137;test;0.63561168;3;20;100;2;20;700;binomial
615_fri_c4_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805524090162194;train;0.980989861666667;8;18;304;8;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824182147148169;test;0.980989861666667;8;18;304;8;9;175;continuous
Hill_Valley_with_noise;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.562503468406975;train;0.929389961666667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.520719489981785;test;0.929389961666667;3;160;326;1;1;849;binomial
buggyCrx;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911644403023713;train;1.44547089166667;7;13;186;3;13;483;binomial
buggyCrx;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909209257473481;test;1.44547089166667;7;13;186;3;13;483;binomial
598_fri_c0_1000_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288639280864863;train;3.21242746333333;18;396;828;16;25;700;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441696977372866;test;3.21242746333333;18;396;828;16;25;700;continuous
yeast;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893330844045137;train;4.35178333833333;6;8;104;8;8;1036;multinomial
yeast;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881300501668928;test;4.35178333833333;6;8;104;8;8;1036;multinomial
503_wind;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453578746206528;train;1.34391542835;7;70;344;14;14;4602;continuous
503_wind;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.448422382403905;test;1.34391542835;7;70;344;14;14;4602;continuous
bupa;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.703863247863248;train;0.916394663333333;5;200;410;5;5;242;binomial
bupa;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.600678733031674;test;0.916394663333333;5;200;410;5;5;242;binomial
634_fri_c2_100_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124165028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764902718630682;train;0.612542648333333;12;50;554;6;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124165028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.776018897627921;test;0.612542648333333;12;50;554;6;10;70;continuous
page_blocks;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981787384418828;train;3.50866765333333;7;208;430;6;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987834125735267;test;3.50866765333333;7;208;430;6;7;3832;multinomial
603_fri_c0_250_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.437614213198523;train;1.78185458833333;9;264;546;49;50;175;continuous
603_fri_c0_250_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562557242794405;test;1.78185458833333;9;264;546;49;50;175;continuous
608_fri_c3_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125203418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818465304804918;train;0.619146478333333;3;20;134;10;10;700;continuous
608_fri_c3_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125203418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889488144280813;test;0.619146478333333;3;20;134;10;10;700;continuous
horse_colic;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954559948979592;train;0.81836514;3;160;326;18;22;258;binomial
horse_colic;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89656432748538;test;0.81836514;3;160;326;18;22;258;binomial
collins;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.268502656666667;3;20;114;1;20;340;multinomial
collins;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.268502656666667;3;20;114;1;20;340;multinomial
ring;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.819780001863759;train;0.272213903333333;3;60;166;20;20;5180;binomial
ring;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.808331960337603;test;0.272213903333333;3;60;166;20;20;5180;binomial
schizo;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.687265888537075;train;0.412194046666667;13;13;332;3;13;238;multinomial
schizo;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.611384439359268;test;0.412194046666667;13;13;332;3;13;238;multinomial
heart_c;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947457627118644;train;0.981338755;5;200;410;12;13;213;binomial
heart_c;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887184562097971;test;0.981338755;5;200;410;12;13;213;binomial
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.416727258032039;train;0.535742669983333;3;72;150;72;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433590985350316;test;0.535742669983333;3;72;150;72;72;742;continuous
wdbc;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999650048454829;train;0.929196323333333;3;160;326;21;21;399;binomial
wdbc;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993514150943396;test;0.929196323333333;3;160;326;21;21;399;binomial
heart_h;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94009767766371;train;2.84225863333333;17;440;914;11;12;206;binomial
heart_h;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924104432301154;test;2.84225863333333;17;440;914;11;12;206;binomial
pima;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821061291649527;train;0.739913238333333;3;160;326;5;8;538;binomial
pima;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840831883337476;test;0.739913238333333;3;160;326;5;8;538;binomial
analcatdata_boxing1;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.61598440545809;train;0.0642052583333333;3;12;76;1;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.579365079365079;test;0.0642052583333333;3;12;76;1;3;84;binomial
622_fri_c2_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818347744679799;train;0.229853518333333;3;90;186;5;50;700;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84794023439691;test;0.229853518333333;3;90;186;5;50;700;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436800942863964;train;0.976079923333333;3;160;326;14;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.470381775159059;test;0.976079923333333;3;160;326;14;50;175;continuous
credit_g;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791157416683363;train;2.73500312831667;13;360;746;9;20;700;binomial
credit_g;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.751818333240797;test;2.73500312831667;13;360;746;9;20;700;binomial
623_fri_c4_1000_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831051259421381;train;0.134828356666667;3;50;166;7;10;700;continuous
623_fri_c4_1000_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802556159728184;test;0.134828356666667;3;50;166;7;10;700;continuous
628_fri_c3_1000_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125190659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176242597740315;train;1.30474320166667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125190659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306427136205653;test;1.30474320166667;3;160;326;5;5;700;continuous
texture;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999324442525183;train;4.70649803333333;3;160;326;12;12;3850;multinomial
texture;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998158837325631;test;4.70649803333333;3;160;326;12;12;3850;multinomial
vehicle;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947609019864767;train;1.92817248;3;13;82;13;13;593;multinomial
vehicle;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945323163693068;test;1.92817248;3;13;82;13;13;593;multinomial
201_pol;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125192127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.5019697689468;train;0.684561271666667;7;130;344;25;26;10500;continuous
201_pol;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125192127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505787916986847;test;0.684561271666667;7;130;344;25;26;10500;continuous
579_fri_c0_250_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254999608429271;train;1.454750305;9;280;578;5;5;175;continuous
579_fri_c0_250_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515476514186213;test;1.454750305;9;280;578;5;5;175;continuous
page_blocks;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976885503843269;train;0.368458248333333;11;7;162;4;7;3832;multinomial
page_blocks;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977695567175296;test;0.368458248333333;11;7;162;4;7;3832;multinomial
glass2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821892393320965;train;0.154023103333333;3;36;160;6;9;115;binomial
glass2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.714285714285714;test;0.154023103333333;3;36;160;6;9;115;binomial
mfeat_karhunen;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999435101519037;train;16.974983195;3;60;138;64;64;1400;multinomial
mfeat_karhunen;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999126532111532;test;16.974983195;3;60;138;64;64;1400;multinomial
satimage;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977406336420223;train;0.821134096666667;6;24;232;23;24;4505;multinomial
satimage;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978697420390143;test;0.821134096666667;6;24;232;23;24;4505;multinomial
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817410084761204;train;0.666597776666667;5;20;212;6;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892084931440609;test;0.666597776666667;5;20;212;6;10;700;continuous
heart_c;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925289919714541;train;2.06791835833333;11;13;288;5;13;213;binomial
heart_c;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893122216724394;test;2.06791835833333;11;13;288;5;13;213;binomial
591_fri_c1_100_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.544504527817715;train;0.606131345;3;160;326;10;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786064530268889;test;0.606131345;3;160;326;10;10;70;continuous
706_sleuth_case1202;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126091130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.37344712197026;train;1.629047785;9;280;578;2;6;66;continuous
706_sleuth_case1202;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126091130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.679580865103495;test;1.629047785;9;280;578;2;6;66;continuous
cloud;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.540888746803069;train;1.68922058;10;252;524;1;5;76;multinomial
cloud;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.488756613756614;test;1.68922058;10;252;524;1;5;76;multinomial
letter;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980708342336188;train;4.61423083498333;8;16;238;16;16;14000;multinomial
letter;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979128390106868;test;4.61423083498333;8;16;238;16;16;14000;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987863501804422;train;2.01507283666667;3;160;326;33;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980043444396607;test;2.01507283666667;3;160;326;33;33;1400;multinomial
687_sleuth_ex1605;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.638832442519023;train;0.958048951666667;5;200;410;2;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535803625673852;test;0.958048951666667;5;200;410;2;5;44;continuous
sleep;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.593031379622313;train;62.9556155583333;1;13;36;10;13;74136;multinomial
sleep;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594424586085525;test;62.9556155583333;1;13;36;10;13;74136;multinomial
621_fri_c0_100_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.52451854150375;train;0.31448273;3;20;120;10;10;70;continuous
621_fri_c0_100_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.42016231973752;test;0.31448273;3;20;120;10;10;70;continuous
collins;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125181250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.436774176666667;5;20;162;1;20;340;multinomial
collins;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125181250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999946581196581;test;0.436774176666667;5;20;162;1;20;340;multinomial
1191_BNG_pbc;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794440302689243;train;6.88561383165;10;90;470;18;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795447802801829;test;6.88561383165;10;90;470;18;18;700000;continuous
allhypo;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124181445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841012452333215;train;4.22523415166667;20;279;600;12;24;2639;multinomial
allhypo;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124181445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830850622320363;test;4.22523415166667;20;279;600;12;24;2639;multinomial
581_fri_c3_500_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125120341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814926398715054;train;0.198024033333333;3;90;186;6;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125120341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892575845085385;test;0.198024033333333;3;90;186;6;25;350;continuous
586_fri_c3_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247648557638499;train;1.90712471;5;200;410;7;25;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302293446182231;test;1.90712471;5;200;410;7;25;700;continuous
605_fri_c2_250_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.737882479352242;train;2.94453800166667;10;50;444;24;25;175;continuous
605_fri_c2_250_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828941998700986;test;2.94453800166667;10;50;444;24;25;175;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283044135287536;train;1.01810729;5;200;410;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396902148207584;test;1.01810729;5;200;410;5;5;350;continuous
australian;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125203746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935140724124636;train;1.008653665;5;200;410;8;14;483;binomial
australian;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125203746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89986923220624;test;1.008653665;5;200;410;8;14;483;binomial
analcatdata_lawsuit;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987058823529412;train;0.701575303316667;3;160;326;1;4;185;binomial
analcatdata_lawsuit;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963333333333333;test;0.701575303316667;3;160;326;1;4;185;binomial
breast_w;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.36912645835;6;32;284;7;8;490;binomial
breast_w;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978142626913779;test;0.36912645835;6;32;284;7;8;490;binomial
mfeat_factors;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999906472433027;train;4.44405376666667;3;160;326;111;130;1400;multinomial
mfeat_factors;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999068953837544;test;4.44405376666667;3;160;326;111;130;1400;multinomial
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606724996851622;train;4.502394615;3;45;166;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.6059392964616;test;4.502394615;3;45;166;9;9;21773;continuous
heart_h;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946576298215888;train;0.573670118333333;9;48;418;9;12;206;binomial
heart_h;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916211293260474;test;0.573670118333333;9;48;418;9;12;206;binomial
dermatology;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.73496595833333;3;25;126;25;25;257;multinomial
dermatology;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997745614035088;test;2.73496595833333;3;25;126;25;25;257;multinomial
663_rabe_266;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.107713747261437;train;0.06378538;3;4;32;2;2;84;continuous
663_rabe_266;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.121379136123017;test;0.06378538;3;4;32;2;2;84;continuous
wine_quality_red;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751518083832642;train;12.450087975;15;11;320;3;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792619977447992;test;12.450087975;15;11;320;3;11;1120;multinomial
irish;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873631988396624;train;0.639892506666667;17;16;552;3;4;350;binomial
irish;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921965843023256;test;0.639892506666667;17;16;552;3;4;350;binomial
1191_BNG_pbc;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.789666283095948;train;607.438883366667;0;100;200;18;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791355097262453;test;607.438883366667;0;100;200;18;18;700000;continuous
dis;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.539126246125492;train;4.97559292833333;13;25;540;16;25;2641;binomial
dis;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.513181411974978;test;4.97559292833333;13;25;540;16;25;2641;binomial
segmentation;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997049237250471;train;0.291830486666667;5;14;150;8;14;1617;multinomial
segmentation;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997936158381481;test;0.291830486666667;5;14;150;8;14;1617;multinomial
646_fri_c3_500_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183291128473914;train;1.26432173166667;6;220;452;5;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317804948787102;test;1.26432173166667;6;220;452;5;10;350;continuous
appendicitis;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997971602434077;train;0.592151186666667;3;160;326;4;4;75;binomial
appendicitis;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.828703703703704;test;0.592151186666667;3;160;326;4;4;75;binomial
prnn_synth;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955686274509804;train;0.600554353333333;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922857142857143;test;0.600554353333333;3;160;326;2;2;175;binomial
credit_g;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816594146157735;train;6.27356932;11;20;432;14;20;700;binomial
credit_g;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.764105428876136;test;6.27356932;11;20;432;14;20;700;binomial
mfeat_fourier;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976945787143806;train;5.32898934833333;7;240;494;16;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967023176605017;test;5.32898934833333;7;240;494;16;76;1400;multinomial
591_fri_c1_100_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.673687460235385;train;0.763424031666667;3;160;326;10;10;70;continuous
591_fri_c1_100_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.10098610318515;test;0.763424031666667;3;160;326;10;10;70;continuous
633_fri_c0_500_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32207206965941;train;1.27721422;5;200;410;8;25;350;continuous
633_fri_c0_500_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.540753171851468;test;1.27721422;5;200;410;8;25;350;continuous
labor;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.879540215;14;60;628;5;15;40;binomial
labor;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966666666666667;test;0.879540215;14;60;628;5;15;40;binomial
225_puma8NH;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.477273651890605;train;13.3594244566667;16;340;712;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.541599070036196;test;13.3594244566667;16;340;712;2;8;5735;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.135003105624795;train;1.74098992333333;20;308;656;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299455656808305;test;1.74098992333333;20;308;656;3;3;333;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804951577801559;train;0.35151272;7;50;334;10;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78554009389049;test;0.35151272;7;50;334;10;10;700;continuous
197_cpu_act;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.264646205069254;train;0.94571967;3;29;122;2;16;5735;continuous
197_cpu_act;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.273974963365363;test;0.94571967;3;29;122;2;16;5735;continuous
phoneme;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125150052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815933778896742;train;1.171560725;3;160;326;5;5;3783;binomial
phoneme;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125150052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806691497559723;test;1.171560725;3;160;326;5;5;3783;binomial
706_sleuth_case1202;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.545465046353087;train;1.00773344;5;200;410;1;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.748822929634629;test;1.00773344;5;200;410;1;6;66;continuous
ecoli;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125151838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979526481748704;train;1.47577734;9;280;578;5;5;229;multinomial
ecoli;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125151838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956954347395524;test;1.47577734;9;280;578;5;5;229;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995252488718545;train;0.478414006666667;6;20;216;5;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996286585020859;test;0.478414006666667;6;20;216;5;20;5040;multinomial
579_fri_c0_250_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.501309077887164;train;0.832811315;3;160;326;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513009281709047;test;0.832811315;3;160;326;5;5;175;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125203721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426793815157511;train;0.945485266666667;3;160;326;9;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125203721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.59127008017146;test;0.945485266666667;3;160;326;9;10;356;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20093938739036;train;2.16291350833333;11;320;662;5;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371459657025345;test;2.16291350833333;11;320;662;5;10;350;continuous
hungarian;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125183839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88492973188478;train;1.10044289833333;5;200;410;5;12;206;binomial
hungarian;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125183839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907710989678203;test;1.10044289833333;5;200;410;5;12;206;binomial
633_fri_c0_500_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.507624910733362;train;0.875830215;3;50;150;10;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530967238604039;test;0.875830215;3;50;150;10;25;350;continuous
pima;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834879717232658;train;1.09575987833333;18;32;788;8;8;538;binomial
pima;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855580412627393;test;1.09575987833333;18;32;788;8;8;538;binomial
613_fri_c3_250_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77153344425129;train;0.31200794;6;8;108;3;4;175;continuous
613_fri_c3_250_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88553894353085;test;0.31200794;6;8;108;3;4;175;continuous
schizo;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671265456770386;train;0.398804035;12;13;276;4;13;238;multinomial
schizo;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648545483767277;test;0.398804035;12;13;276;4;13;238;multinomial
602_fri_c3_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361572947477846;train;1.55186358166667;6;220;452;6;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449471540508434;test;1.55186358166667;6;220;452;6;10;175;continuous
credit_g;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.824913415576609;train;3.88300144833333;20;418;878;5;20;700;binomial
credit_g;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78379878962856;test;3.88300144833333;20;418;878;5;20;700;binomial
irish;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875477979957806;train;0.552523591666667;12;16;368;4;4;350;binomial
irish;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914153343023256;test;0.552523591666667;12;16;368;4;4;350;binomial
fars;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912015988890179;train;37.00707166;1;120;242;21;21;70678;multinomial
fars;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921761622889385;test;37.00707166;1;120;242;21;21;70678;multinomial
adult;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923158480399561;train;31.1095064566667;8;260;536;9;12;34190;binomial
adult;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906664182750537;test;31.1095064566667;8;260;536;9;12;34190;binomial
contraceptive;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742400759201203;train;0.192790091666667;7;9;130;8;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710937956941166;test;0.192790091666667;7;9;130;8;9;1032;multinomial
503_wind;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400715502491923;train;6.34669706166667;3;160;326;14;14;4602;continuous
503_wind;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443590494722446;test;6.34669706166667;3;160;326;14;14;4602;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810421597690133;train;0.371674031666667;6;123;302;14;25;700;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855574472435995;test;0.371674031666667;6;123;302;14;25;700;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809201181934223;train;1.46984452333333;5;200;410;8;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823840995705611;test;1.46984452333333;5;200;410;8;10;350;continuous
yeast;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931778448000149;train;1.19795743333333;3;160;326;8;8;1036;multinomial
yeast;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86539694688032;test;1.19795743333333;3;160;326;8;8;1036;multinomial
cloud;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999458874458874;train;0.700501626666667;3;160;326;1;6;76;multinomial
cloud;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933994708994709;test;0.700501626666667;3;160;326;1;6;76;multinomial
344_mv;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139397006515747;train;5.21405689333333;6;204;420;7;9;28538;continuous
344_mv;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140053214622379;test;5.21405689333333;6;204;420;7;9;28538;continuous
1196_BNG_pharynx;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.66110622793901;train;27.7303889683333;3;20;136;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661863202741829;test;27.7303889683333;3;20;136;10;10;700000;continuous
218_house_8L;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354317410785498;train;20.6106709583333;18;380;796;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36896671113632;test;20.6106709583333;18;380;796;8;8;15949;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832547039164677;train;1.73543868;9;248;514;4;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877173775586981;test;1.73543868;9;248;514;4;10;350;continuous
glass;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92783367003367;train;0.379708013333333;15;9;280;9;9;144;multinomial
glass;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85400641025641;test;0.379708013333333;15;9;280;9;9;144;multinomial
prnn_synth;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939002089864159;train;0.07694107;3;2;16;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933854907539118;test;0.07694107;3;2;16;2;2;175;binomial
656_fri_c1_100_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786310927563888;train;0.121844673333333;3;25;166;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.938780462713353;test;0.121844673333333;3;25;166;5;5;70;continuous
schizo;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.712629672496571;train;4.15083689833333;20;500;1040;8;13;238;multinomial
schizo;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.567911255411255;test;4.15083689833333;20;500;1040;8;13;238;multinomial
634_fri_c2_100_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.753488417261438;train;1.59004554;5;200;410;5;9;70;continuous
634_fri_c2_100_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772772613769294;test;1.59004554;5;200;410;5;9;70;continuous
cleveland;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.818964151233382;train;1.83742126833333;8;260;536;6;13;213;multinomial
cleveland;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.651485339506173;test;1.83742126833333;8;260;536;6;13;213;multinomial
lupus;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880718954248366;train;0.0637944033333333;3;8;64;1;2;61;binomial
lupus;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8125;test;0.0637944033333333;3;8;64;1;2;61;binomial
616_fri_c4_500_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180485195752518;train;3.77910468166667;20;429;898;6;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384998030626693;test;3.77910468166667;20;429;898;6;50;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817721021854515;train;1.78889591333333;7;240;494;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860582506993698;test;1.78889591333333;7;240;494;5;5;350;continuous
1193_BNG_lowbwt;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.584087525989213;train;20.1711667733333;5;200;410;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.595395536964391;test;20.1711667733333;5;200;410;9;9;21773;continuous
cleveland;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.628391987376173;train;2.62413847333333;10;300;620;3;13;213;multinomial
cleveland;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679983904983905;test;2.62413847333333;10;300;620;3;13;213;multinomial
segmentation;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124200721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99505951612947;train;2.67485175001667;9;232;482;9;14;1617;multinomial
segmentation;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124200721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993401860728924;test;2.67485175001667;9;232;482;9;14;1617;multinomial
wine_quality_white;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89995146284313;train;15.5424093416667;20;420;880;9;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.755630559191866;test;15.5424093416667;20;420;880;9;11;3429;multinomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860023041474654;train;0.36828505;13;12;318;3;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859259259259259;test;0.36828505;13;12;318;3;3;59;binomial
344_mv;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0143476249963977;train;22.7803313916667;7;208;430;9;9;28538;continuous
344_mv;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0162629977170781;test;22.7803313916667;7;208;430;9;9;28538;continuous
519_vinnie;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445452707886027;train;0.219029948333333;5;4;48;1;2;266;continuous
519_vinnie;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.547781972924229;test;0.219029948333333;5;4;48;1;2;266;continuous
allhyper;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931253416341292;train;31.8881661199833;10;25;390;25;25;2640;multinomial
allhyper;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840755144566397;test;31.8881661199833;10;25;390;25;25;2640;multinomial
heart_h;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944383534336689;train;1.74131924333333;10;12;240;11;12;206;binomial
heart_h;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914389799635701;test;1.74131924333333;10;12;240;11;12;206;binomial
207_autoPrice;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.40999939462969;train;0.479761613333333;3;20;122;4;10;112;continuous
207_autoPrice;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.302637749048185;test;0.479761613333333;3;20;122;4;10;112;continuous
movement_libras;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940052595091088;train;3.90004549666667;8;260;536;6;19;252;multinomial
movement_libras;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864228858474607;test;3.90004549666667;8;260;536;6;19;252;multinomial
new_thyroid;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999238095238095;train;0.0412490083333333;3;5;36;3;5;151;multinomial
new_thyroid;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987654320987654;test;0.0412490083333333;3;5;36;3;5;151;multinomial
wine_recognition;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.66835732;3;13;88;13;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.66835732;3;13;88;13;13;125;multinomial
706_sleuth_case1202;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.589509325791598;train;0.691834276666667;3;160;326;1;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.7280905588217;test;0.691834276666667;3;160;326;1;6;66;continuous
609_fri_c0_1000_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474379391114215;train;1.01044381666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491385396588414;test;1.01044381666667;3;160;326;5;5;700;continuous
allbp;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125202255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974035793611007;train;22.0827726266667;6;25;240;17;25;2641;multinomial
allbp;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125202255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98517961763799;test;22.0827726266667;6;25;240;17;25;2641;multinomial
agaricus_lepiota;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.85137046833333;3;20;68;20;20;5702;binomial
agaricus_lepiota;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.85137046833333;3;20;68;20;20;5702;binomial
new_thyroid;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125113959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988813303099017;train;0.586917098333333;3;160;326;1;5;151;multinomial
new_thyroid;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125113959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962469135802469;test;0.586917098333333;3;160;326;1;5;151;multinomial
591_fri_c1_100_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.693295774988113;train;0.486324265;8;20;334;8;10;70;continuous
591_fri_c1_100_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.13785471220979;test;0.486324265;8;20;334;8;10;70;continuous
505_tecator;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.109995358605631;train;0.717152205;3;160;326;2;18;168;continuous
505_tecator;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141971190266145;test;0.717152205;3;160;326;2;18;168;continuous
648_fri_c1_250_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437412990486951;train;0.826941681666667;3;160;326;2;50;175;continuous
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1191_BNG_pbc;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783278865324226;train;37.3948786516667;3;36;146;15;18;700000;continuous
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confidence;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979093614718615;train;0.745194598333333;3;160;326;1;1;51;multinomial
confidence;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9525;test;0.745194598333333;3;160;326;1;1;51;multinomial
192_vineyard;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54448590258011;train;0.0847993983333333;7;5;80;1;1;37;continuous
192_vineyard;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844712393168661;test;0.0847993983333333;7;5;80;1;1;37;continuous
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vowel;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964705052423276;test;0.446554995;8;13;214;9;13;693;multinomial
197_cpu_act;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.312511607077766;train;2.15225571666667;5;31;208;3;16;5735;continuous
197_cpu_act;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.338354375539001;test;2.15225571666667;5;31;208;3;16;5735;continuous
spectf;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932791603182665;train;5.78597872166667;13;44;558;43;44;245;binomial
spectf;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833103448275862;test;5.78597872166667;13;44;558;43;44;245;binomial
653_fri_c0_250_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455614245231527;train;0.373866688333333;6;125;312;12;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510675322945357;test;0.373866688333333;6;125;312;12;25;175;continuous
magic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840301746856037;train;5.88189468333333;10;284;588;4;9;13314;binomial
magic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839527913370753;test;5.88189468333333;10;284;588;4;9;13314;binomial
294_satellite_image;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230729982548866;train;4.00432963666667;5;200;410;22;23;4505;continuous
294_satellite_image;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296129326411382;test;4.00432963666667;5;200;410;22;23;4505;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.715498522233913;train;1.93954858666667;7;18;266;7;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.708139666771544;test;1.93954858666667;7;18;266;7;9;12248;continuous
1191_BNG_pbc;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794943619441736;train;2.111531035;3;85;176;18;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794188775713923;test;2.111531035;3;85;176;18;18;700000;continuous
712_chscase_geyser1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506827097134217;train;0.584023716666667;3;160;326;2;2;156;continuous
712_chscase_geyser1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.396444185351143;test;0.584023716666667;3;160;326;2;2;156;continuous
page_blocks;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982357145176532;train;4.40954583666667;9;280;578;5;7;3832;multinomial
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penguins;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.710096573333333;3;160;326;5;7;241;multinomial
penguins;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.710096573333333;3;160;326;5;7;241;multinomial
ionosphere;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998290598290598;train;1.00382255833333;3;160;326;32;32;246;binomial
ionosphere;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963768115942029;test;1.00382255833333;3;160;326;32;32;246;binomial
australian;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928131309614983;train;1.66690273333333;10;13;262;6;13;483;binomial
australian;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929887218045113;test;1.66690273333333;10;13;262;6;13;483;binomial
615_fri_c4_250_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813010143335741;train;1.601897935;6;220;452;5;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768118937988042;test;1.601897935;6;220;452;5;10;175;continuous
bupa;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.657308743169399;train;0.559970105;3;160;326;3;5;242;binomial
bupa;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.636621315192744;test;0.559970105;3;160;326;3;5;242;binomial
coil2000;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777278303389672;train;6.44615893833333;10;220;460;59;59;6876;binomial
coil2000;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.698068796019702;test;6.44615893833333;10;220;460;59;59;6876;binomial
604_fri_c4_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845797683619891;train;0.919805271666667;3;160;326;6;10;350;continuous
604_fri_c4_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799103780514478;test;0.919805271666667;3;160;326;6;10;350;continuous
breast_cancer;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71418795620438;train;2.01442739333333;20;364;768;7;9;201;binomial
breast_cancer;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638392857142857;test;2.01442739333333;20;364;768;7;9;201;binomial
analcatdata_aids;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.618421052631579;train;2.75417801166667;20;356;752;2;3;35;binomial
analcatdata_aids;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796296296296296;test;2.75417801166667;20;356;752;2;3;35;binomial
627_fri_c2_500_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822062527633194;train;0.531657746683333;5;20;206;7;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842241471996186;test;0.531657746683333;5;20;206;7;10;350;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279453491540055;train;0.545355718333333;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.722537311542737;test;0.545355718333333;3;160;326;1;2;33;continuous
twonorm;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998077921907546;train;2.68501337666667;3;20;112;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997652465925445;test;2.68501337666667;3;20;112;20;20;5180;binomial
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hepatitis;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.532467532467532;test;1.0813132;14;72;636;12;18;109;binomial
nikuradse_1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.208466123909732;train;0.11933061;3;4;32;2;2;254;continuous
nikuradse_1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.197724643665579;test;0.11933061;3;4;32;2;2;254;continuous
651_fri_c0_100_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.525654204585518;train;2.11224808333333;13;292;610;11;25;70;continuous
651_fri_c0_100_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.734049089943291;test;2.11224808333333;13;292;610;11;25;70;continuous
iris;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995658263305322;train;0.136243955;3;3;24;2;3;105;multinomial
iris;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998611111111111;test;0.136243955;3;3;24;2;3;105;multinomial
608_fri_c3_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818420163009339;train;0.419470421666667;9;50;418;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822766728723408;test;0.419470421666667;9;50;418;5;10;700;continuous
coil2000;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722173620207192;train;13.5858333383333;20;260;560;4;59;6876;binomial
coil2000;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.762402525851839;test;13.5858333383333;20;260;560;4;59;6876;binomial
1191_BNG_pbc;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794978317554058;train;2.36730650333333;3;85;176;17;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793993885066641;test;2.36730650333333;3;85;176;17;18;700000;continuous
637_fri_c1_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364268306895463;train;0.898975746666667;3;160;326;10;50;350;continuous
637_fri_c1_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438743173679254;test;0.898975746666667;3;160;326;10;50;350;continuous
analcatdata_aids;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124190908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.07441056;3;3;24;0;3;35;binomial
analcatdata_aids;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124190908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.07441056;3;3;24;0;3;35;binomial
695_chatfield_4;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.426169619568784;train;1.13287314166667;3;160;326;1;7;165;continuous
695_chatfield_4;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.415151087370359;test;1.13287314166667;3;160;326;1;7;165;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81377576988385;train;2.26593636333333;11;20;450;6;10;700;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833644092840083;test;2.26593636333333;11;20;450;6;10;700;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125183859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.434074427616572;train;2.11093462333333;13;312;650;16;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125183859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.586018151168834;test;2.11093462333333;13;312;650;16;25;70;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126102142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843543234877909;train;0.98167643;5;99;234;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126102142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84789409090051;test;0.98167643;5;99;234;5;50;700;continuous
waveform_40;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97491251266184;train;3.87542724833333;5;184;378;36;40;3500;multinomial
waveform_40;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968275448318409;test;3.87542724833333;5;184;378;36;40;3500;multinomial
sleep;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901286214278004;train;34.360996665;2;140;284;13;13;74136;multinomial
sleep;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899166710838811;test;34.360996665;2;140;284;13;13;74136;multinomial
breast_cancer_wisconsin;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996251673360107;train;0.779106861683333;3;160;326;13;22;399;binomial
breast_cancer_wisconsin;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9889486260454;test;0.779106861683333;3;160;326;13;22;399;binomial
saheart;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125180412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716253330600533;train;1.12705761333333;5;200;410;9;9;324;binomial
saheart;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125180412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731958762886598;test;1.12705761333333;5;200;410;9;9;324;binomial
irish;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876142989663398;train;0.692357061666667;3;160;326;4;4;350;binomial
irish;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89392037302726;test;0.692357061666667;3;160;326;4;4;350;binomial
tokyo1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969979207610584;train;0.453342135;6;84;292;5;21;672;binomial
tokyo1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948724905046121;test;0.453342135;6;84;292;5;21;672;binomial
574_house_16H;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.555755744324695;train;4.12657165166667;10;236;492;6;15;15949;continuous
574_house_16H;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564849351336634;test;4.12657165166667;10;236;492;6;15;15949;continuous
596_fri_c2_250_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786885872016273;train;0.213068303333333;3;10;72;5;5;175;continuous
596_fri_c2_250_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.884972575211185;test;0.213068303333333;3;10;72;5;5;175;continuous
mnist;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994212861030183;train;49.62893686;0;100;200;584;587;49000;multinomial
mnist;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99259006900587;test;49.62893686;0;100;200;584;587;49000;multinomial
644_fri_c4_250_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354737039716679;train;2.62847139665;11;320;662;3;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.531784515138091;test;2.62847139665;11;320;662;3;25;175;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126115153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71541636938976;train;0.626087956666667;11;45;502;7;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126115153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.708195585060211;test;0.626087956666667;11;45;502;7;9;12248;continuous
heart_statlog;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933055805580558;train;1.63934962333333;8;260;536;10;13;189;binomial
heart_statlog;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915816326530612;test;1.63934962333333;8;260;536;10;13;189;binomial
611_fri_c3_100_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26719401200324;train;0.587173386666667;3;160;326;3;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489108516486429;test;0.587173386666667;3;160;326;3;4;70;continuous
allhyper;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987544883404137;train;31.011371905;8;24;308;21;24;2640;multinomial
allhyper;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87677848613641;test;31.011371905;8;24;308;21;24;2640;multinomial
1030_ERA;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125183318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.741677527132842;train;1.10566511498333;7;208;430;3;4;700;continuous
1030_ERA;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125183318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794324050862193;test;1.10566511498333;7;208;430;3;4;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846230085646006;train;0.158947696666667;3;85;176;5;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822758967028936;test;0.158947696666667;3;85;176;5;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80675166558085;train;1.20985649668333;5;200;410;13;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817745878582799;test;1.20985649668333;5;200;410;13;25;700;continuous
phoneme;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968692818314167;train;2.79622065666667;3;160;326;5;5;3783;binomial
phoneme;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934035039631731;test;2.79622065666667;3;160;326;5;5;3783;binomial
557_analcatdata_apnea1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147839143361438;train;1.80658247166667;10;278;576;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.126259969591636;test;1.80658247166667;10;278;576;3;3;333;continuous
ecoli;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975515394478451;train;0.0405952016833333;3;5;36;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98406862745098;test;0.0405952016833333;3;5;36;5;5;229;multinomial
glass;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87652123186527;train;1.08219941666667;3;9;64;9;9;144;multinomial
glass;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822453703703704;test;1.08219941666667;3;9;64;9;9;144;multinomial
712_chscase_geyser1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469797436743234;train;0.173007931666667;3;4;32;1;2;156;continuous
712_chscase_geyser1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.451767781322103;test;0.173007931666667;3;4;32;1;2;156;continuous
503_wind;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456590720434687;train;1.23429192333333;8;70;386;14;14;4602;continuous
503_wind;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451448158045348;test;1.23429192333333;8;70;386;14;14;4602;continuous
churn;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126093240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959398430902738;train;7.65079217166667;16;388;808;15;15;3500;binomial
churn;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126093240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90828302771726;test;7.65079217166667;16;388;808;15;15;3500;binomial
movement_libras;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999939531368103;train;2.80396182333333;7;240;494;20;20;252;multinomial
movement_libras;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978498992189468;test;2.80396182333333;7;240;494;20;20;252;multinomial
537_houses;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606140083199834;train;0.144703568333333;3;25;156;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.595497385131905;test;0.144703568333333;3;25;156;5;5;14448;continuous
pima;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857763151880799;train;1.01850509833333;3;160;326;5;8;538;binomial
pima;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83403761703538;test;1.01850509833333;3;160;326;5;8;538;binomial
analcatdata_aids;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.768092105263158;train;3.24953537333333;20;500;1040;1;2;35;binomial
analcatdata_aids;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.703703703703704;test;3.24953537333333;20;500;1040;1;2;35;binomial
1193_BNG_lowbwt;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609835536400003;train;6.01605293333333;5;18;146;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.613182955182252;test;6.01605293333333;5;18;146;9;9;21773;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.33862757036813;train;1.07341728666667;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.157973122043711;test;1.07341728666667;3;160;326;0;3;333;continuous
movement_libras;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126115023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986473046252289;train;13.7085891516667;3;22;112;18;22;252;multinomial
movement_libras;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126115023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949698286722096;test;13.7085891516667;3;22;112;18;22;252;multinomial
penguins;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126090952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.67482044;3;7;50;6;7;241;multinomial
penguins;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126090952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.67482044;3;7;50;6;7;241;multinomial
519_vinnie;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.443890088277927;train;0.0613855516666667;3;10;80;1;2;266;continuous
519_vinnie;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547918156828675;test;0.0613855516666667;3;10;80;1;2;266;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494426252625632;train;3.31479755166667;10;100;444;10;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.456817448910039;test;3.31479755166667;10;100;444;10;50;350;continuous
1089_USCrime;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306253812005377;train;0.511805728333333;3;160;326;4;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352671417681672;test;0.511805728333333;3;160;326;4;4;33;continuous
cars;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.605578631666667;3;160;326;1;7;275;multinomial
cars;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988617376775272;test;0.605578631666667;3;160;326;1;7;275;multinomial
shuttle;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125093431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.778114465358136;train;32.2419464366667;1;8;24;3;8;40600;multinomial
shuttle;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125093431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.739170393561092;test;32.2419464366667;1;8;24;3;8;40600;multinomial
1595_poker;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81481746185845;train;32.9937852583333;2;140;284;5;10;717507;continuous
1595_poker;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81261689791619;test;32.9937852583333;2;140;284;5;10;717507;continuous
prnn_synth;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124183719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975032679738562;train;0.59122637;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124183719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917142857142857;test;0.59122637;3;160;326;2;2;175;binomial
591_fri_c1_100_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.73906777619437;train;0.661641835;12;50;554;5;10;70;continuous
591_fri_c1_100_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.01932209606539;test;0.661641835;12;50;554;5;10;70;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823252238179068;train;1.49313865666667;7;100;318;20;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83104097954453;test;1.49313865666667;7;100;318;20;50;700;continuous
542_pollution;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.518428378915468;train;0.953652653333333;15;50;670;7;10;42;continuous
542_pollution;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80289514384589;test;0.953652653333333;15;50;670;7;10;42;continuous
562_cpu_small;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295015293749308;train;3.34611478666667;13;264;554;3;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.309285789269101;test;3.34611478666667;13;264;554;3;12;5735;continuous
analcatdata_aids;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980263157894737;train;0.977354528333333;5;200;410;2;3;35;binomial
analcatdata_aids;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.657407407407407;test;0.977354528333333;5;200;410;2;3;35;binomial
hypothyroid;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943735588635493;train;4.98026739666667;9;20;308;20;20;2215;binomial
hypothyroid;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90529669198095;test;4.98026739666667;9;20;308;20;20;2215;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124202910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990384615384615;train;0.505883566666667;3;160;326;1;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124202910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.505883566666667;3;160;326;1;6;70;binomial
207_autoPrice;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188502086847889;train;3.38328846833333;19;480;998;6;10;112;continuous
207_autoPrice;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343814464880922;test;3.38328846833333;19;480;998;6;10;112;continuous
vehicle;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.787732503160408;train;1.75983841333333;6;220;452;13;13;593;multinomial
vehicle;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799952519252468;test;1.75983841333333;6;220;452;13;13;593;multinomial
637_fri_c1_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289194175890001;train;3.263671885;15;342;714;28;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435248296479039;test;3.263671885;15;342;714;28;50;350;continuous
penguins;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.841227295;3;160;326;7;7;241;multinomial
penguins;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.841227295;3;160;326;7;7;241;multinomial
waveform_21;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125153509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961481619402496;train;0.425671431666667;6;21;212;16;21;3500;multinomial
waveform_21;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125153509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960135114970828;test;0.425671431666667;6;21;212;16;21;3500;multinomial
657_fri_c2_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86400028108294;train;1.020351145;6;20;250;1;10;175;continuous
657_fri_c2_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836040599342086;test;1.020351145;6;20;250;1;10;175;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.245146123124686;train;0.0821298783333333;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508585394742816;test;0.0821298783333333;3;15;120;0;3;333;continuous
auto;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992214790040877;train;0.669904741666667;13;21;446;20;21;142;multinomial
auto;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.77979261148904;test;0.669904741666667;13;21;446;20;21;142;multinomial
1196_BNG_pharynx;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658346508644366;train;270.031627361667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659881918454491;test;270.031627361667;0;100;200;5;10;700000;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746566274865023;train;0.543769805;8;190;396;8;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808965598670956;test;0.543769805;8;190;396;8;50;175;continuous
texture;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124190938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999988792012031;train;0.521079263333333;3;13;84;12;13;3850;multinomial
texture;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124190938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999056039610289;test;0.521079263333333;3;13;84;12;13;3850;multinomial
592_fri_c4_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124160412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813503856302505;train;0.819789648316667;3;160;326;10;25;700;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124160412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851344830799459;test;0.819789648316667;3;160;326;10;25;700;continuous
227_cpu_small;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318743203499009;train;0.266805173333333;5;60;260;3;12;5735;continuous
227_cpu_small;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318843051814504;test;0.266805173333333;5;60;260;3;12;5735;continuous
glass;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124191352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869372049700178;train;1.12379047;5;200;410;3;9;144;multinomial
glass;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124191352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793207309388784;test;1.12379047;5;200;410;3;9;144;multinomial
optdigits;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999081560459975;train;41.6302019383333;3;55;138;40;61;3934;multinomial
optdigits;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998111114512896;test;41.6302019383333;3;55;138;40;61;3934;multinomial
titanic;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810818644519762;train;0.416861638333333;3;7;50;7;7;1545;binomial
titanic;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796955985191279;test;0.416861638333333;3;7;50;7;7;1545;binomial
wine_recognition;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.591139531666667;3;144;294;5;13;125;multinomial
wine_recognition;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99317738791423;test;0.591139531666667;3;144;294;5;13;125;multinomial
1089_USCrime;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32558278593983;train;0.519018063333333;3;160;326;1;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.547490465240118;test;0.519018063333333;3;160;326;1;3;33;continuous
591_fri_c1_100_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847288298513247;train;0.974606116666667;8;20;334;5;10;70;continuous
591_fri_c1_100_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818180258167307;test;0.974606116666667;8;20;334;5;10;70;continuous
646_fri_c3_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811250383236422;train;2.30788800333333;7;240;494;3;10;350;continuous
646_fri_c3_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780579174829352;test;2.30788800333333;7;240;494;3;10;350;continuous
mfeat_fourier;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992000373026749;train;2.52527202333333;3;160;326;10;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971289224497304;test;2.52527202333333;3;160;326;10;76;1400;multinomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74213691026827;train;0.083414425;3;12;76;1;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.508571428571429;test;0.083414425;3;12;76;1;3;93;binomial
706_sleuth_case1202;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.56034985448667;train;2.33460101666667;7;240;494;2;6;66;continuous
706_sleuth_case1202;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.649620087792919;test;2.33460101666667;7;240;494;2;6;66;continuous
mfeat_morphological;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950883165213422;train;0.058471225;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937357889796871;test;0.058471225;3;3;24;3;3;1400;multinomial
706_sleuth_case1202;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.575022980654812;train;0.359674521666667;7;30;344;4;6;66;continuous
706_sleuth_case1202;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509922566782357;test;0.359674521666667;7;30;344;4;6;66;continuous
hypothyroid;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995633363901909;train;1.45956513666667;3;160;326;21;21;2215;binomial
hypothyroid;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987644918337988;test;1.45956513666667;3;160;326;21;21;2215;binomial
waveform_40;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125181540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971444087414678;train;0.287443483333333;3;39;136;32;40;3500;multinomial
waveform_40;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125181540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972022371360705;test;0.287443483333333;3;39;136;32;40;3500;multinomial
4544_GeographicalOriginalofMusic;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.418063511143772;train;1.677730845;6;127;276;61;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463994894040751;test;1.677730845;6;127;276;61;72;742;continuous
analcatdata_cyyoung8092;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920754716981132;train;0.926333325;5;200;410;3;7;68;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811111111111111;test;0.926333325;5;200;410;3;7;68;binomial
pendigits;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998330815631673;train;0.705641535;3;16;92;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998040534149374;test;0.705641535;3;16;92;16;16;7695;multinomial
contraceptive;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871700060350086;train;0.864198188333333;3;160;326;9;9;1032;multinomial
contraceptive;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727171195097491;test;0.864198188333333;3;160;326;9;9;1032;multinomial
542_pollution;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.725720670594281;train;2.53077419666667;20;399;838;8;13;42;continuous
542_pollution;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.731554334211051;test;2.53077419666667;20;399;838;8;13;42;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.588649712888312;train;0.156749901666667;3;10;76;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482514835128155;test;0.156749901666667;3;10;76;5;5;70;continuous
cloud;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.738186578979418;train;0.21167024;12;7;176;6;7;76;multinomial
cloud;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.433862433862434;test;0.21167024;12;7;176;6;7;76;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982116111295668;train;34.4361313083333;2;46;96;30;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976288565403073;test;34.4361313083333;2;46;96;30;76;1400;multinomial
617_fri_c3_500_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889164494347604;train;1.54815214666667;5;200;410;3;5;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826100342115367;test;1.54815214666667;5;200;410;3;5;350;continuous
tae;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.622911556440043;train;0.689910886666667;3;160;326;4;5;106;multinomial
tae;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719404572036151;test;0.689910886666667;3;160;326;4;5;106;multinomial
192_vineyard;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.631274346686783;train;1.13801832333333;6;220;452;2;2;37;continuous
192_vineyard;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.554490721858631;test;1.13801832333333;6;220;452;2;2;37;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166202048525047;train;1.97254345333333;7;240;494;8;10;700;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304729677188708;test;1.97254345333333;7;240;494;8;10;700;continuous
597_fri_c2_500_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190627959262585;train;0.557601503333333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358730948798897;test;0.557601503333333;3;160;326;5;5;350;continuous
579_fri_c0_250_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458516832521013;train;0.776488918333333;3;160;326;5;5;175;continuous
579_fri_c0_250_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.596527242290909;test;0.776488918333333;3;160;326;5;5;175;continuous
644_fri_c4_250_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806450865731119;train;1.504420085;8;48;360;21;24;175;continuous
644_fri_c4_250_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.896872144247517;test;1.504420085;8;48;360;21;24;175;continuous
598_fri_c0_1000_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4913644481233;train;1.14333869666667;3;50;146;11;25;700;continuous
598_fri_c0_1000_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.539976422767485;test;1.14333869666667;3;50;146;11;25;700;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838334478257558;train;1.02222391831667;3;160;326;5;99;700;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829119598859083;test;1.02222391831667;3;160;326;5;99;700;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819588749643961;train;0.804701475;3;160;326;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848970603837225;test;0.804701475;3;160;326;5;5;350;continuous
ecoli;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968430816097483;train;0.8410132;3;160;326;5;5;229;multinomial
ecoli;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950929020598138;test;0.8410132;3;160;326;5;5;229;multinomial
analcatdata_japansolvent;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909356725146199;train;2.23428803666667;9;280;578;3;5;37;binomial
analcatdata_japansolvent;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962962962962963;test;2.23428803666667;9;280;578;3;5;37;binomial
spectf;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911545623836126;train;1.11384427333333;6;220;452;30;44;245;binomial
spectf;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823448275862069;test;1.11384427333333;6;220;452;30;44;245;binomial
678_visualizing_environmental;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.547364349704587;train;0.593255731666667;3;160;326;3;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.684412159896377;test;0.593255731666667;3;160;326;3;3;78;continuous
breast_cancer;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.743735224586288;train;0.580116991666667;5;9;98;5;9;201;binomial
breast_cancer;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711;test;0.580116991666667;5;9;98;5;9;201;binomial
666_rmftsa_ladata;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.65099268898284;train;0.650700316666667;3;18;96;1;10;356;continuous
666_rmftsa_ladata;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.596512347559079;test;0.650700316666667;3;18;96;1;10;356;continuous
Hill_Valley_without_noise;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.530971874129769;train;0.0414127166666667;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.456421595725078;test;0.0414127166666667;3;4;32;1;1;849;binomial
bupa;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644405570419154;train;0.412864868333333;6;5;66;4;5;242;binomial
bupa;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.752659574468085;test;0.412864868333333;6;5;66;4;5;242;binomial
biomed;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952519783423574;train;0.655316745;12;32;530;6;8;147;binomial
biomed;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97542735042735;test;0.655316745;12;32;530;6;8;147;binomial
allhyper;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126094302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924087143569484;train;0.274100215;3;25;136;5;25;2640;multinomial
allhyper;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126094302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963586390840489;test;0.274100215;3;25;136;5;25;2640;multinomial
analcatdata_aids;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980263157894737;train;1.083253075;6;220;452;3;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.666666666666667;test;1.083253075;6;220;452;3;3;35;binomial
breast_w;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126105641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986102798144546;train;0.701419586666667;3;160;326;9;9;490;binomial
breast_w;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126105641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990062967335695;test;0.701419586666667;3;160;326;9;9;490;binomial
604_fri_c4_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83931239208785;train;1.76207629333333;6;220;452;9;10;350;continuous
604_fri_c4_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803123075324026;test;1.76207629333333;6;220;452;9;10;350;continuous
calendarDOW;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837621919346212;train;0.45478481;10;14;242;4;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757106436029297;test;0.45478481;10;14;242;4;14;280;multinomial
cars;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.811306188410764;train;1.47386108165;9;6;116;4;6;275;multinomial
cars;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83027183027183;test;1.47386108165;9;6;116;4;6;275;multinomial
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690_visualizing_galaxy;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321272918362437;test;0.641839846666667;6;8;108;3;4;227;continuous
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analcatdata_boxing2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76;test;1.30191929666667;7;240;494;1;3;93;binomial
591_fri_c1_100_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125183737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.774145459387765;train;1.31006060666667;5;200;410;6;9;70;continuous
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192_vineyard;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.568365687084689;test;0.0572511666666667;3;4;32;2;2;37;continuous
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592_fri_c4_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191212245975174;train;3.59835533998333;14;332;692;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290531132427976;test;3.59835533998333;14;332;692;5;25;700;continuous
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agaricus_lepiota;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125120915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999995807492381;train;0.368987193333333;3;48;102;10;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125120915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999995307310808;test;0.368987193333333;3;48;102;10;20;5702;binomial
mnist;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993583672349603;train;185.728237463333;0;100;200;659;663;49000;multinomial
mnist;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992701879430127;test;185.728237463333;0;100;200;659;663;49000;multinomial
562_cpu_small;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159785449908923;train;10.9245190233333;7;240;494;10;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19739542504242;test;10.9245190233333;7;240;494;10;12;5735;continuous
Hill_Valley_without_noise;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.530977443609023;train;1.05125142;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.456421595725078;test;1.05125142;3;160;326;1;1;849;binomial
mfeat_fourier;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986785482725641;train;0.80472625;5;65;222;28;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960145590527442;test;0.80472625;5;65;222;28;76;1400;multinomial
294_satellite_image;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474890246515036;train;0.725903201666667;10;124;470;25;25;4505;continuous
294_satellite_image;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489377426413324;test;0.725903201666667;10;124;470;25;25;4505;continuous
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mfeat_zernike;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974182289116873;test;1.21362568333333;8;33;348;25;33;1400;multinomial
4544_GeographicalOriginalofMusic;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471218887464392;train;1.81700292;8;244;504;24;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43783549725125;test;1.81700292;8;244;504;24;72;742;continuous
192_vineyard;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.574330626425431;train;1.40493751665;14;248;524;1;2;37;continuous
192_vineyard;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.568881207611207;test;1.40493751665;14;248;524;1;2;37;continuous
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fars;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836794493953769;test;40.7741727083333;0;5;10;10;21;70678;multinomial
624_fri_c0_100_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.544150568133975;train;0.193927721666667;5;25;250;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.53535211271306;test;0.193927721666667;5;25;250;5;5;70;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.711216107370539;train;1.89567901333333;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.710839005767879;test;1.89567901333333;3;160;326;9;9;12248;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126101209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255227572788759;train;3.24641077333333;18;412;860;10;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126101209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413690124541576;test;3.24641077333333;18;412;860;10;25;700;continuous
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fars;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916820053311037;train;30.7315714616667;2;140;284;11;21;70678;multinomial
fars;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894736059427666;test;30.7315714616667;2;140;284;11;21;70678;multinomial
analcatdata_happiness;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826388888888889;train;0.0363682216666667;3;3;24;1;3;42;multinomial
analcatdata_happiness;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.548611111111111;test;0.0363682216666667;3;3;24;1;3;42;multinomial
624_fri_c0_100_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236880601716585;train;0.72836879;3;160;326;5;5;70;continuous
624_fri_c0_100_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.558736671472351;test;0.72836879;3;160;326;5;5;70;continuous
227_cpu_small;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211222585124633;train;5.55743759;3;160;326;10;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253805402742477;test;5.55743759;3;160;326;10;12;5735;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211730724459575;train;1.22867070666667;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339752541100044;test;1.22867070666667;3;160;326;5;25;700;continuous
197_cpu_act;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.142012612781806;train;20.1362956633333;14;316;660;13;18;5735;continuous
197_cpu_act;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194458105903723;test;20.1362956633333;14;316;660;13;18;5735;continuous
analcatdata_germangss;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126112631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708145368530577;train;0.0764152849833333;5;5;56;1;5;280;multinomial
analcatdata_germangss;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126112631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709719110911987;test;0.0764152849833333;5;5;56;1;5;280;multinomial
saheart;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791054711878511;train;0.833292135;14;36;620;8;9;324;binomial
saheart;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79426523297491;test;0.833292135;14;36;620;8;9;324;binomial
breast_w;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991539014544047;train;1.77589365166667;6;220;452;8;9;490;binomial
breast_w;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966646390916464;test;1.77589365166667;6;220;452;8;9;490;binomial
589_fri_c2_1000_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804741896595726;train;0.923945043333333;3;160;326;17;25;700;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811942061148726;test;0.923945043333333;3;160;326;17;25;700;continuous
adult;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883870419812307;train;15.777417675;3;12;76;5;12;34190;binomial
adult;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881671882955428;test;15.777417675;3;12;76;5;12;34190;binomial
626_fri_c2_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771144298489491;train;0.408535188333333;6;150;312;38;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.905416577759661;test;0.408535188333333;6;150;312;38;50;350;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.74416645082916;train;0.654736365016667;3;48;150;25;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829403586608943;test;0.654736365016667;3;48;150;25;25;175;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.7809900051185;train;0.663626551666667;7;20;298;10;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8726575729009;test;0.663626551666667;7;20;298;10;10;70;continuous
tokyo1;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960186430905247;train;1.15908002833333;3;23;128;9;23;672;binomial
tokyo1;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971416561580496;test;1.15908002833333;3;23;128;9;23;672;binomial
Hill_Valley_with_noise;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.539366450524072;train;0.0380188533333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.526300578034682;test;0.0380188533333333;3;4;32;1;1;849;binomial
228_elusage;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566657605878409;train;0.0361905916666667;3;2;16;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530222656892806;test;0.0361905916666667;3;2;16;1;1;39;continuous
breast_w;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995963059226898;train;0.6875433;3;9;62;8;9;490;binomial
breast_w;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973134630981346;test;0.6875433;3;9;62;8;9;490;binomial
breast_w;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996829434643957;train;0.38000744;3;8;56;7;8;490;binomial
breast_w;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995133819951338;test;0.38000744;3;8;56;7;8;490;binomial
649_fri_c0_500_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476081428033624;train;0.301611173333333;3;10;72;5;5;350;continuous
649_fri_c0_500_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440147045472361;test;0.301611173333333;3;10;72;5;5;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897967232762319;train;1.07023824166667;5;200;410;37;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.927364504238196;test;1.07023824166667;5;200;410;37;50;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836811146476917;train;0.765804985;3;160;326;7;10;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827917364442999;test;0.765804985;3;160;326;7;10;350;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856543091346373;train;1.022579215;5;20;204;1;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875444630732957;test;1.022579215;5;20;204;1;10;175;continuous
vowel;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973204042420933;train;15.5294201016667;8;13;196;13;13;693;multinomial
vowel;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950395745334871;test;15.5294201016667;8;13;196;13;13;693;multinomial
562_cpu_small;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315386407849098;train;0.233154005;5;60;260;3;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317055258384505;test;0.233154005;5;60;260;3;12;5735;continuous
allhyper;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126094302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941020310765283;train;2.69470399;7;208;430;15;25;2640;multinomial
allhyper;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126094302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890005637956458;test;2.69470399;7;208;430;15;25;2640;multinomial
confidence;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944240019240019;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938888888888889;test;;-Inf;-Inf;;1;1;51;multinomial
auto;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919434021263289;train;1.76785912833333;8;260;536;14;21;142;multinomial
auto;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891421502474134;test;1.76785912833333;8;260;536;14;21;142;multinomial
analcatdata_bankruptcy;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993421052631579;train;1.16170686666667;5;200;410;6;6;35;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907407407407407;test;1.16170686666667;5;200;410;6;6;35;binomial
573_cpu_act;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.383793243908994;train;3.42579137;10;284;588;12;16;5735;continuous
573_cpu_act;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.380293541462478;test;3.42579137;10;284;588;12;16;5735;continuous
australian;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909399645624153;train;1.01987466166667;5;200;410;3;13;483;binomial
australian;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907093001320506;test;1.01987466166667;5;200;410;3;13;483;binomial
594_fri_c2_100_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842394163171209;train;0.20630632;3;10;76;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.13990217683321;test;0.20630632;3;10;76;2;5;70;continuous
churn;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858769059851322;train;1.72759338833333;19;60;838;8;15;3500;binomial
churn;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862951313683021;test;1.72759338833333;19;60;838;8;15;3500;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944444444444444;train;0.119326983333333;7;4;62;3;4;35;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982142857142857;test;0.119326983333333;7;4;62;3;4;35;binomial
344_mv;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455380241606952;train;0.689964261666667;3;18;124;5;9;28538;continuous
344_mv;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45168141446277;test;0.689964261666667;3;18;124;5;9;28538;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840279692544316;train;0.867884855;3;160;326;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867415733603867;test;0.867884855;3;160;326;5;5;175;continuous
labor;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94;train;0.959379156666667;13;60;586;2;15;40;binomial
labor;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958333333333333;test;0.959379156666667;13;60;586;2;15;40;binomial
618_fri_c3_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808405099574891;train;0.218494418333333;3;90;186;12;50;700;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836322773091118;test;0.218494418333333;3;90;186;12;50;700;continuous
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125125306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834;train;0.208451351666667;8;6;100;4;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125125306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956521739130435;test;0.208451351666667;8;6;100;4;6;65;binomial
auto;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997842756836659;train;3.17564207666667;16;404;840;12;19;142;multinomial
auto;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932991452991453;test;3.17564207666667;16;404;840;12;19;142;multinomial
calendarDOW;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642975560663441;train;1.84019766833333;5;13;134;9;13;280;multinomial
calendarDOW;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.672487896431878;test;1.84019766833333;5;13;134;9;13;280;multinomial
contraceptive;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.805961999778307;train;1.05042607833333;3;160;326;5;9;1032;multinomial
contraceptive;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.738309430093468;test;1.05042607833333;3;160;326;5;9;1032;multinomial
596_fri_c2_250_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785285032702545;train;0.295525408333333;8;25;366;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871538828338429;test;0.295525408333333;8;25;366;5;5;175;continuous
573_cpu_act;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.276466348153596;train;3.60010642833333;11;268;558;4;18;5735;continuous
573_cpu_act;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.282911900779046;test;3.60010642833333;11;268;558;4;18;5735;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917336285307363;train;19.8464926966667;12;276;576;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917995722864047;test;19.8464926966667;12;276;576;9;9;81648;continuous
604_fri_c4_500_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192900659858677;train;2.42694166166667;11;320;662;5;10;350;continuous
604_fri_c4_500_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344385597977332;test;2.42694166166667;11;320;662;5;10;350;continuous
228_elusage;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.403349594330593;train;1.033448605;6;220;452;1;1;39;continuous
228_elusage;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.328467956025489;test;1.033448605;6;220;452;1;1;39;continuous
flags;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823226217364416;train;7.81979138333333;11;39;474;8;39;125;multinomial
flags;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.660077160493827;test;7.81979138333333;11;39;474;8;39;125;multinomial
582_fri_c1_500_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794495926570569;train;2.8193126;10;50;444;8;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843990213245654;test;2.8193126;10;50;444;8;25;350;continuous
hepatitis;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887445887445887;train;1.70516783333333;9;280;578;17;19;109;binomial
hepatitis;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.690909090909091;test;1.70516783333333;9;280;578;17;19;109;binomial
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.171658305157785;train;2.02296269168333;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.258948135190985;test;2.02296269168333;3;160;326;5;100;700;continuous
analcatdata_authorship;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.97792665;3;160;326;70;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999883330360858;test;0.97792665;3;160;326;70;70;589;multinomial
583_fri_c1_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830470669202004;train;0.673916878333333;8;190;396;13;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846633181917901;test;0.673916878333333;8;190;396;13;50;700;continuous
spectf;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901185770750988;train;0.792152638333333;10;160;468;15;44;245;binomial
spectf;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872287968441815;test;0.792152638333333;10;160;468;15;44;245;binomial
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851429102431494;train;0.60610748;3;50;146;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837838940277043;test;0.60610748;3;50;146;5;25;700;continuous
633_fri_c0_500_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488784199321989;train;0.182352385;3;90;186;7;25;350;continuous
633_fri_c0_500_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508899330395908;test;0.182352385;3;90;186;7;25;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819730969135846;train;2.73082707333333;15;348;726;16;50;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849933932010321;test;2.73082707333333;15;348;726;16;50;350;continuous
519_vinnie;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480897898185075;train;0.935963875;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468178739545704;test;0.935963875;3;160;326;1;2;266;continuous
optdigits;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998970671355411;train;1.56498457333333;5;54;222;35;60;3934;multinomial
optdigits;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991734167029804;test;1.56498457333333;5;54;222;35;60;3934;multinomial
glass2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.831113801452785;train;0.901621371666667;15;36;670;5;9;115;binomial
glass2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.682142857142857;test;0.901621371666667;15;36;670;5;9;115;binomial
wdbc;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985595716198126;train;0.594820408333333;3;160;326;12;22;399;binomial
wdbc;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974761051373955;test;0.594820408333333;3;160;326;12;22;399;binomial
601_fri_c1_250_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823406252344248;train;0.278615171666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758136838614712;test;0.278615171666667;3;10;72;5;5;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478155961959731;train;0.155910123333333;3;50;166;10;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605140634525024;test;0.155910123333333;3;50;166;10;10;175;continuous
210_cloud;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.265845163360464;train;1.64548667333333;5;200;410;3;5;76;continuous
210_cloud;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.279587313307357;test;1.64548667333333;5;200;410;3;5;76;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82510810739928;train;0.24001202;3;90;186;5;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836463645188823;test;0.24001202;3;90;186;5;49;350;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126103954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786601546830828;train;0.167625416683333;3;90;186;10;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126103954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867831843556969;test;0.167625416683333;3;90;186;10;25;175;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845631443715334;train;0.893150778333333;3;160;326;10;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858086638852474;test;0.893150778333333;3;160;326;10;10;350;continuous
yeast;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884165264960606;train;1.29264551833333;3;160;326;7;8;1036;multinomial
yeast;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.870850526113761;test;1.29264551833333;3;160;326;7;8;1036;multinomial
breast_cancer_wisconsin;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991598197720647;train;0.873282235;5;200;410;9;22;399;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991379310344828;test;0.873282235;5;200;410;9;22;399;binomial
wine_quality_white;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.655965212850452;train;7.083799985;9;280;578;2;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.586935007692557;test;7.083799985;9;280;578;2;11;3429;multinomial
hungarian;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892540427751695;train;1.40974584;9;12;224;3;12;206;binomial
hungarian;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898652291105121;test;1.40974584;9;12;224;3;12;206;binomial
mfeat_zernike;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986333267551561;train;2.63255158333333;3;160;326;32;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97300444524865;test;2.63255158333333;3;160;326;32;32;1400;multinomial
coil2000;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711521818247989;train;11.0708645;20;420;880;2;59;6876;binomial
coil2000;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.718356290380474;test;11.0708645;20;420;880;2;59;6876;binomial
mfeat_fourier;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987648126938218;train;2.39530713833333;3;160;326;15;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973418130993022;test;2.39530713833333;3;160;326;15;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124190154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978140882596775;train;34.345357845;2;46;96;18;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124190154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964674580920336;test;34.345357845;2;46;96;18;76;1400;multinomial
529_pollen;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445348934391123;train;0.51040583;6;8;108;4;4;2694;continuous
529_pollen;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.421951976476859;test;0.51040583;6;8;108;4;4;2694;continuous
230_machine_cpu;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125183433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.246308537050226;train;0.22341081;5;30;250;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125183433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.337498566602767;test;0.22341081;5;30;250;6;6;147;continuous
230_machine_cpu;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.318695735756345;train;0.613031076666667;3;160;326;4;6;147;continuous
230_machine_cpu;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.399446929012479;test;0.613031076666667;3;160;326;4;6;147;continuous
spambase;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979011444082729;train;2.28955676501667;10;300;620;54;55;3221;binomial
spambase;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976408580776808;test;2.28955676501667;10;300;620;54;55;3221;binomial
analcatdata_aids;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907894736842105;train;1.30728504666667;7;224;462;1;3;35;binomial
analcatdata_aids;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.62962962962963;test;1.30728504666667;7;224;462;1;3;35;binomial
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.456016093948767;train;0.762329275;3;72;150;29;70;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439770611579818;test;0.762329275;3;72;150;29;70;742;continuous
503_wind;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392388709994015;train;5.01251143833333;3;160;326;14;14;4602;continuous
503_wind;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44941000603491;test;5.01251143833333;3;160;326;14;14;4602;continuous
622_fri_c2_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790974755176984;train;0.62339089;8;190;396;20;50;700;continuous
622_fri_c2_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858833635339686;test;0.62339089;8;190;396;20;50;700;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343840498319592;train;1.19721544666667;3;160;326;4;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45753887140187;test;1.19721544666667;3;160;326;4;25;350;continuous
657_fri_c2_250_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2196047172559;train;0.649413593333333;3;160;326;2;10;175;continuous
657_fri_c2_250_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.487288989784416;test;0.649413593333333;3;160;326;2;10;175;continuous
wine_quality_red;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125105710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806319506419705;train;1.35803412833333;3;160;326;5;11;1120;multinomial
wine_quality_red;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125105710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823969816916681;test;1.35803412833333;3;160;326;5;11;1120;multinomial
628_fri_c3_1000_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205779669241908;train;2.02972551666667;7;240;494;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29668857551565;test;2.02972551666667;7;240;494;5;5;700;continuous
695_chatfield_4;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.43814919973372;train;0.281996753333333;8;25;366;3;5;165;continuous
695_chatfield_4;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45268108738131;test;0.281996753333333;8;25;366;3;5;165;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126111925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864559769491932;train;1.00011758833333;3;72;150;43;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126111925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855385242970259;test;1.00011758833333;3;72;150;43;50;350;continuous
602_fri_c3_250_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820352050347553;train;0.97600646;3;160;326;5;9;175;continuous
602_fri_c3_250_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818676670063058;test;0.97600646;3;160;326;5;9;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250029256391121;train;1.68214274166667;8;260;536;4;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381674042697987;test;1.68214274166667;8;260;536;4;10;175;continuous
heart_statlog;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974489795918367;train;1.03868381;6;220;452;12;13;189;binomial
heart_statlog;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.812423500611995;test;1.03868381;6;220;452;12;13;189;binomial
heart_c;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928768956289028;train;1.65374152666667;7;240;494;5;13;213;binomial
heart_c;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900791687283523;test;1.65374152666667;7;240;494;5;13;213;binomial
wine_recognition;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.575877428333333;3;13;78;13;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.575877428333333;3;13;78;13;13;125;multinomial
flags;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857852772026685;train;0.999970383333333;3;160;326;39;39;125;multinomial
flags;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.685393147157853;test;0.999970383333333;3;160;326;39;39;125;multinomial
637_fri_c1_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835552384552525;train;2.60980288666667;7;99;318;48;50;350;continuous
637_fri_c1_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869449557996411;test;2.60980288666667;7;99;318;48;50;350;continuous
german;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81412210756723;train;1.18170162166667;5;200;410;9;20;700;binomial
german;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780518394648829;test;1.18170162166667;5;200;410;9;20;700;binomial
irish;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911941580756014;train;0.214846131666667;5;16;172;3;4;350;binomial
irish;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807990620490621;test;0.214846131666667;5;16;172;3;4;350;binomial
page_blocks;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98688110775837;train;3.18329388333333;8;212;440;7;7;3832;multinomial
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609_fri_c0_1000_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.462012949880357;train;0.270094605;7;25;324;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523274396865111;test;0.270094605;7;25;324;5;5;700;continuous
574_house_16H;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486732813822203;train;6.78332305666667;12;340;704;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471324809150892;test;6.78332305666667;12;340;704;15;15;15949;continuous
628_fri_c3_1000_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853984589299071;train;0.37345868;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821072001514795;test;0.37345868;3;10;72;5;5;700;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826790531677793;train;0.213527191666667;3;90;186;5;49;700;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867520260960612;test;0.213527191666667;3;90;186;5;49;700;continuous
agaricus_lepiota;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.36841477;3;48;102;20;20;5702;binomial
agaricus_lepiota;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.36841477;3;48;102;20;20;5702;binomial
mfeat_morphological;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916187878146776;train;0.0374406549833333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912332218599694;test;0.0374406549833333;3;2;16;2;2;1400;multinomial
mfeat_karhunen;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.03064238666667;5;62;222;31;64;1400;multinomial
mfeat_karhunen;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979844656538026;test;1.03064238666667;5;62;222;31;64;1400;multinomial
collins;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.757618200016667;8;20;292;1;20;340;multinomial
collins;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999618437118437;test;0.757618200016667;8;20;292;1;20;340;multinomial
611_fri_c3_100_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125191233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862539752619277;train;0.831663793333333;3;160;326;2;4;70;continuous
611_fri_c3_100_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125191233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80510416605327;test;0.831663793333333;3;160;326;2;4;70;continuous
credit_a;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919900886802295;train;1.62332548666667;8;260;536;11;14;483;binomial
credit_a;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938194313688571;test;1.62332548666667;8;260;536;11;14;483;binomial
waveform_21;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971934454075439;train;4.67400772833333;7;216;446;19;21;3500;multinomial
waveform_21;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968046292270446;test;4.67400772833333;7;216;446;19;21;3500;multinomial
allrep;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966399865929278;train;1.96281887831667;19;24;754;13;24;2641;multinomial
allrep;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907974949998214;test;1.96281887831667;19;24;754;13;24;2641;multinomial
225_puma8NH;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743002355620106;train;1.82815589833333;7;208;430;6;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.754140285812678;test;1.82815589833333;7;208;430;6;8;5735;continuous
biomed;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.53566429;10;300;620;7;8;147;binomial
biomed;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985042735042735;test;1.53566429;10;300;620;7;8;147;binomial
iris;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992901992901993;train;0.0260208733333333;3;3;24;1;3;105;multinomial
iris;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993966817496229;test;0.0260208733333333;3;3;24;1;3;105;multinomial
ionosphere;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973231090972464;train;6.63329859;11;32;462;32;32;246;binomial
ionosphere;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93897122929381;test;6.63329859;11;32;462;32;32;246;binomial
678_visualizing_environmental;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.715804238933469;train;0.446111743316667;15;15;398;2;3;78;continuous
678_visualizing_environmental;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.763136562418002;test;0.446111743316667;15;15;398;2;3;78;continuous
heart_statlog;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98121521335807;train;2.13830751166667;14;380;788;11;13;189;binomial
heart_statlog;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83108935128519;test;2.13830751166667;14;380;788;11;13;189;binomial
1199_BNG_echoMonths;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.718004567467656;train;0.446235408333333;7;45;334;7;9;12248;continuous
1199_BNG_echoMonths;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703310780690243;test;0.446235408333333;7;45;334;7;9;12248;continuous
522_pm10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125152507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830415123394261;train;1.27380035833333;7;14;198;6;7;350;continuous
522_pm10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125152507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859551519102025;test;1.27380035833333;7;14;198;6;7;350;continuous
678_visualizing_environmental;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.707140322299951;train;0.265670933333333;10;15;296;3;3;78;continuous
678_visualizing_environmental;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783027003880187;test;0.265670933333333;10;15;296;3;3;78;continuous
australian;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939732221092846;train;0.601884223333333;9;52;418;6;13;483;binomial
australian;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891742947879694;test;0.601884223333333;9;52;418;6;13;483;binomial
profb;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666710478424394;train;0.341916026666667;6;36;284;1;9;471;binomial
profb;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643097643097643;test;0.341916026666667;6;36;284;1;9;471;binomial
clean1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.803065428333333;3;160;326;1;88;334;binomial
clean1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.803065428333333;3;160;326;1;88;334;binomial
617_fri_c3_500_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827531963756809;train;3.35068106833333;20;366;772;5;5;350;continuous
617_fri_c3_500_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821553713872999;test;3.35068106833333;20;366;772;5;5;350;continuous
cleve;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943805874840358;train;0.703547486666667;3;160;326;13;13;213;binomial
cleve;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920563097033685;test;0.703547486666667;3;160;326;13;13;213;binomial
confidence;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972156084656085;train;1.24889657166667;9;280;578;1;1;51;multinomial
confidence;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933888888888889;test;1.24889657166667;9;280;578;1;1;51;multinomial
643_fri_c2_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83682024289508;train;1.28018369666667;5;200;410;17;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.905955447029762;test;1.28018369666667;5;200;410;17;25;350;continuous
nikuradse_1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0361233041796547;train;0.620125951666667;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.074606055452331;test;0.620125951666667;3;160;326;2;2;254;continuous
pima;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901912011508032;train;0.78087353;3;160;326;5;8;538;binomial
pima;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802234927234927;test;0.78087353;3;160;326;5;8;538;binomial
mfeat_karhunen;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998411459324414;train;0.950256025;5;62;222;16;64;1400;multinomial
mfeat_karhunen;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991834652011364;test;0.950256025;5;62;222;16;64;1400;multinomial
612_fri_c1_1000_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84761467523672;train;0.829644381666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843134052254518;test;0.829644381666667;3;160;326;5;5;700;continuous
schizo;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.664947054701918;train;2.01560995833333;12;13;286;1;13;238;multinomial
schizo;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.627825993785492;test;2.01560995833333;12;13;286;1;13;238;multinomial
optdigits;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996847474179542;train;1.54589656833333;5;58;222;30;61;3934;multinomial
optdigits;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992899182227502;test;1.54589656833333;5;58;222;30;61;3934;multinomial
195_auto_price;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238391183129589;train;1.698121355;9;280;578;4;10;112;continuous
195_auto_price;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370341172427887;test;1.698121355;9;280;578;4;10;112;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264703833863122;train;1.23511161166667;3;160;326;10;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347437063709599;test;1.23511161166667;3;160;326;10;50;700;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227890821510354;train;1.50361749166667;5;200;410;5;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376476127641669;test;1.50361749166667;5;200;410;5;25;350;continuous
analcatdata_lawsuit;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999582289055973;train;0.30254109;3;112;230;2;4;185;binomial
analcatdata_lawsuit;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991891891891892;test;0.30254109;3;112;230;2;4;185;binomial
buggyCrx;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955631693123515;train;1.26837116668333;16;56;712;11;14;483;binomial
buggyCrx;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883989809915736;test;1.26837116668333;16;56;712;11;14;483;binomial
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593638887421687;train;10.0970997766667;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598174312043074;test;10.0970997766667;3;160;326;9;9;21773;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79361647869388;train;0.66962588;13;50;596;5;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789189028127858;test;0.66962588;13;50;596;5;10;70;continuous
schizo;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643823716145966;train;1.92870398833333;6;13;148;1;13;238;multinomial
schizo;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642426303854875;test;1.92870398833333;6;13;148;1;13;238;multinomial
230_machine_cpu;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.279307137001717;train;1.47756933833333;7;240;494;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.229714271023365;test;1.47756933833333;7;240;494;6;6;147;continuous
561_cpu;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.138813315039929;train;1.00411616166667;6;204;420;6;7;147;continuous
561_cpu;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.193648673384061;test;1.00411616166667;6;204;420;6;7;147;continuous
wine_quality_red;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.661686608414444;train;6.41698988166667;10;11;218;1;11;1120;multinomial
wine_quality_red;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.613644389218592;test;6.41698988166667;10;11;218;1;11;1120;multinomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866071428571429;train;0.295859003333333;9;16;296;2;4;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759259259259259;test;0.295859003333333;9;16;296;2;4;37;binomial
tokyo1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968417179997547;train;0.672458851683333;3;160;326;5;23;672;binomial
tokyo1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964804345416251;test;0.672458851683333;3;160;326;5;23;672;binomial
hungarian;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126092618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906937923839332;train;0.89248356;5;200;410;11;12;206;binomial
hungarian;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126092618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910512129380054;test;0.89248356;5;200;410;11;12;206;binomial
695_chatfield_4;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356815592570831;train;0.541628511666667;3;160;326;5;10;165;continuous
695_chatfield_4;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36266957671439;test;0.541628511666667;3;160;326;5;10;165;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803693905459794;train;0.4549721;3;20;132;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790814247916902;test;0.4549721;3;20;132;5;10;700;continuous
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663_rabe_266;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.103671360072069;test;1.69088684833333;10;300;620;2;2;84;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124193904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816722376471111;train;0.2561671;5;50;250;7;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124193904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858949204279263;test;0.2561671;5;50;250;7;10;350;continuous
labor;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.243894471666667;3;15;60;5;15;40;binomial
labor;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758333333333333;test;0.243894471666667;3;15;60;5;15;40;binomial
mnist;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991546411389587;train;149.248646363333;0;100;200;584;587;49000;multinomial
mnist;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990986775106911;test;149.248646363333;0;100;200;584;587;49000;multinomial
650_fri_c0_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125201644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472698793777267;train;3.06170300166667;20;292;624;15;50;350;continuous
650_fri_c0_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125201644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.461538658840171;test;3.06170300166667;20;292;624;15;50;350;continuous
228_elusage;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.434759340135299;train;0.605324891666667;3;160;326;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.386992179704917;test;0.605324891666667;3;160;326;1;1;39;continuous
wdbc;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995989016905352;train;0.549092965;3;160;326;21;21;399;binomial
wdbc;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993956367924528;test;0.549092965;3;160;326;21;21;399;binomial
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208383781580577;train;2.59877219333333;3;160;326;6;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314812714238568;test;2.59877219333333;3;160;326;6;99;700;continuous
optdigits;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999678012150659;train;2.68573588166667;3;160;326;52;59;3934;multinomial
optdigits;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999099545790654;test;2.68573588166667;3;160;326;52;59;3934;multinomial
631_fri_c1_500_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858172858330485;train;0.683741803333333;6;10;132;5;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.752236771520964;test;0.683741803333333;6;10;132;5;5;350;continuous
australian;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948684987666331;train;0.930952803316667;3;160;326;12;14;483;binomial
australian;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94199207696661;test;0.930952803316667;3;160;326;12;14;483;binomial
tae;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527129402129402;train;0.08524654;6;5;68;1;5;106;multinomial
tae;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.619434232026144;test;0.08524654;6;5;68;1;5;106;multinomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968934911242604;train;0.156695900016667;5;6;70;6;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801587301587302;test;0.156695900016667;5;6;70;6;6;65;binomial
contraceptive;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742549942870155;train;1.580953365;8;228;472;8;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712652164356372;test;1.580953365;8;228;472;8;9;1032;multinomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999607843137255;train;0.558649736666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988333333333333;test;0.558649736666667;3;160;326;2;4;185;binomial
analcatdata_happiness;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836600098619329;train;0.083384595;9;3;60;1;3;42;multinomial
analcatdata_happiness;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.58843537414966;test;0.083384595;9;3;60;1;3;42;multinomial
analcatdata_germangss;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.79170084274054;train;0.526722453333333;3;5;36;5;5;280;multinomial
analcatdata_germangss;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735173742844647;test;0.526722453333333;3;5;36;5;5;280;multinomial
344_mv;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449787906141367;train;0.372563268333333;6;45;292;5;9;28538;continuous
344_mv;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457909780069799;test;0.372563268333333;6;45;292;5;9;28538;continuous
german;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826017741548789;train;0.343602856666667;5;76;250;9;20;700;binomial
german;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725526675786594;test;0.343602856666667;5;76;250;9;20;700;binomial
648_fri_c1_250_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.716990919316119;train;1.90590233666667;9;280;578;18;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850956276314048;test;1.90590233666667;9;280;578;18;50;175;continuous
pendigits;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125190852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99916077085509;train;4.62412840166667;3;160;326;16;16;7695;multinomial
pendigits;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125190852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998838920339981;test;4.62412840166667;3;160;326;16;16;7695;multinomial
heart_c;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939607493309545;train;0.196323681666667;3;52;166;9;13;213;binomial
heart_c;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914398812469075;test;0.196323681666667;3;52;166;9;13;213;binomial
mfeat_factors;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999560923140532;train;2.21887776833333;3;160;326;126;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997445844452498;test;2.21887776833333;3;160;326;126;136;1400;multinomial
cloud;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.661431173259818;train;0.0848259433333333;5;6;68;4;6;76;multinomial
cloud;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535008818342152;test;0.0848259433333333;5;6;68;4;6;76;multinomial
527_analcatdata_election2000;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.137826023449821;train;1.8492207;20;327;696;2;2;47;continuous
527_analcatdata_election2000;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0531060359843596;test;1.8492207;20;327;696;2;2;47;continuous
593_fri_c1_1000_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248122806660158;train;1.221209685;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35849098980475;test;1.221209685;3;160;326;10;10;700;continuous
heart_statlog;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126104937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930666060468288;train;0.646595886666667;10;52;468;6;13;189;binomial
heart_statlog;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126104937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85012285012285;test;0.646595886666667;10;52;468;6;13;189;binomial
hypothyroid;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927488791522315;train;8.79648948;20;21;734;20;21;2215;binomial
hypothyroid;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930693069306931;test;8.79648948;20;21;734;20;21;2215;binomial
cmc;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73193007601141;train;6.19340057833333;13;9;242;4;9;1032;multinomial
cmc;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.700764979651534;test;6.19340057833333;13;9;242;4;9;1032;multinomial
twonorm;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997692826951884;train;0.249133186666667;3;61;166;20;20;5180;binomial
twonorm;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998737475226504;test;0.249133186666667;3;61;166;20;20;5180;binomial
yeast;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878463956455184;train;3.14766398333333;9;241;500;7;8;1036;multinomial
yeast;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871468301289441;test;3.14766398333333;9;241;500;7;8;1036;multinomial
schizo;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.675185219676745;train;0.854215023333333;5;200;410;2;13;238;multinomial
schizo;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.627307398932113;test;0.854215023333333;5;200;410;2;13;238;multinomial
fars;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841392656346758;train;188.884534871667;1;21;52;13;21;70678;multinomial
fars;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846487344600544;test;188.884534871667;1;21;52;13;21;70678;multinomial
prnn_synth;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938594199111576;train;0.0546235933333333;3;2;16;2;2;175;binomial
prnn_synth;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935897435897436;test;0.0546235933333333;3;2;16;2;2;175;binomial
557_analcatdata_apnea1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.21635634382183;train;0.216900675;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194052986272013;test;0.216900675;3;6;48;3;3;333;continuous
562_cpu_small;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.18172927962232;train;2.49030040666667;6;204;420;12;12;5735;continuous
562_cpu_small;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.202387782031949;test;2.49030040666667;6;204;420;12;12;5735;continuous
schizo;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678323831194287;train;0.390222625;12;13;300;6;13;238;multinomial
schizo;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.562256235827664;test;0.390222625;12;13;300;6;13;238;multinomial
auto;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124204856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986187770562771;train;0.687814343333333;3;160;326;18;20;142;multinomial
auto;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124204856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952974913285472;test;0.687814343333333;3;160;326;18;20;142;multinomial
505_tecator;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0961826195645579;train;1.00775075333333;5;184;378;16;19;168;continuous
505_tecator;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.132803880706695;test;1.00775075333333;5;184;378;16;19;168;continuous
letter;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977853397314292;train;30.5276414399833;4;180;368;15;16;14000;multinomial
letter;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977115535980255;test;30.5276414399833;4;180;368;15;16;14000;multinomial
Hill_Valley_with_noise;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.535049944506104;train;0.729966763333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.526318984882521;test;0.729966763333333;3;160;326;1;1;849;binomial
627_fri_c2_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82025333764883;train;0.97366863;7;20;282;10;10;350;continuous
627_fri_c2_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811845764062669;test;0.97366863;7;20;282;10;10;350;continuous
192_vineyard;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.623376630223206;train;0.172548033333333;8;10;174;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503758175786108;test;0.172548033333333;8;10;174;2;2;37;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197295038822555;train;2.151297415;12;340;704;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356841040099237;test;2.151297415;12;340;704;5;5;175;continuous
allhypo;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84037962585034;train;3.29509261;10;252;524;11;25;2639;multinomial
allhypo;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82994008247068;test;3.29509261;10;252;524;11;25;2639;multinomial
201_pol;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125153810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569402957915737;train;0.693453471666667;7;130;344;26;26;10500;continuous
201_pol;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125153810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.579272813351088;test;0.693453471666667;7;130;344;26;26;10500;continuous
credit_g;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799076432817166;train;0.771100321666667;10;80;460;5;20;700;binomial
credit_g;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.762256398867359;test;0.771100321666667;10;80;460;5;20;700;binomial
618_fri_c3_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784840723744411;train;0.45896605335;3;72;150;28;50;700;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874825858528744;test;0.45896605335;3;72;150;28;50;700;continuous
lupus;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.745920745920746;train;0.513448078333333;3;144;294;2;3;61;binomial
lupus;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.692307692307692;test;0.513448078333333;3;144;294;2;3;61;binomial
583_fri_c1_1000_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198692959489183;train;8.294249545;20;431;902;5;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342378086183096;test;8.294249545;20;431;902;5;50;700;continuous
654_fri_c0_500_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.530090663281807;train;0.964007938333333;3;160;326;7;10;350;continuous
654_fri_c0_500_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50356118692763;test;0.964007938333333;3;160;326;7;10;350;continuous
saheart;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.843436654878303;train;2.04990909833333;10;300;620;9;9;324;binomial
saheart;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.749581839904421;test;2.04990909833333;10;300;620;9;9;324;binomial
prnn_synth;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946274509803922;train;3.486534315;20;500;1040;2;2;175;binomial
prnn_synth;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95;test;3.486534315;20;500;1040;2;2;175;binomial
1595_poker;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.753569004066461;train;204.898318276667;0;100;200;5;10;717507;continuous
1595_poker;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.752723340287484;test;204.898318276667;0;100;200;5;10;717507;continuous
page_blocks;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980619032724953;train;0.31927907;9;7;134;7;7;3832;multinomial
page_blocks;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984625952200932;test;0.31927907;9;7;134;7;7;3832;multinomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995080500894454;train;0.198313346666667;3;4;30;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.198313346666667;3;4;30;2;4;185;binomial
hepatitis;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94724025974026;train;0.658800355;3;160;326;7;19;109;binomial
hepatitis;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.788311688311688;test;0.658800355;3;160;326;7;19;109;binomial
credit_a;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956397873744919;train;0.806326705;3;160;326;10;14;483;binomial
credit_a;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909639690624411;test;0.806326705;3;160;326;10;14;483;binomial
603_fri_c0_250_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.379468951536092;train;0.22820762;3;90;186;50;50;175;continuous
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623_fri_c4_1000_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818677796387167;train;0.948619375;6;20;252;4;10;700;continuous
623_fri_c4_1000_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829434577191914;test;0.948619375;6;20;252;4;10;700;continuous
617_fri_c3_500_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835139303956761;train;0.900796713333333;3;160;326;5;5;350;continuous
617_fri_c3_500_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822495797124399;test;0.900796713333333;3;160;326;5;5;350;continuous
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vehicle;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934188080427646;test;1.76419909666667;7;208;430;13;13;593;multinomial
657_fri_c2_250_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.779884011263336;train;0.89114635;3;160;326;10;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841934873916752;test;0.89114635;3;160;326;10;10;175;continuous
breast_cancer;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758806146572104;train;1.05999432;8;9;152;7;9;201;binomial
breast_cancer;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678;test;1.05999432;8;9;152;7;9;201;binomial
pima;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125133456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836542753790503;train;1.30498993835;9;8;152;8;8;538;binomial
pima;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125133456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828965517241379;test;1.30498993835;9;8;152;8;8;538;binomial
591_fri_c1_100_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815312227267356;train;0.71262189;8;20;334;9;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784537918981204;test;0.71262189;8;20;334;9;10;70;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82592053047403;train;1.41523887;5;97;234;28;50;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822203669644816;test;1.41523887;5;97;234;28;50;700;continuous
560_bodyfat;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0120814923798847;train;0.860438175;3;26;150;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0118191291912029;test;0.860438175;3;26;150;1;13;177;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.533196245177486;train;0.653561775;3;160;326;9;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.81378254027377;test;0.653561775;3;160;326;9;9;70;continuous
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687_sleuth_ex1605;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.822010294928808;test;0.527093053333333;3;160;326;1;5;44;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810674243360623;train;0.317444491666667;7;45;334;5;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829386033166209;test;0.317444491666667;7;45;334;5;9;175;continuous
breast_cancer;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126115234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787015548851242;train;0.967751705;5;200;410;9;9;201;binomial
breast_cancer;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126115234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.665848527349229;test;0.967751705;5;200;410;9;9;201;binomial
547_no2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.642470005186504;train;1.73962362833333;10;14;252;7;7;350;continuous
547_no2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.63459344527095;test;1.73962362833333;10;14;252;7;7;350;continuous
waveform_40;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966659522134026;train;1.42874429166667;3;160;326;40;40;3500;multinomial
waveform_40;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968570114137811;test;1.42874429166667;3;160;326;40;40;3500;multinomial
crx;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936402053574547;train;0.382713488333333;6;56;292;11;14;483;binomial
crx;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936154278225052;test;0.382713488333333;6;56;292;11;14;483;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930666666666667;train;0.63351866165;13;28;582;5;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847826086956522;test;0.63351866165;13;28;582;5;7;65;binomial
618_fri_c3_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827374033282849;train;0.683302518333333;3;71;150;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849350376418835;test;0.683302518333333;3;71;150;5;50;700;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.109190216875872;train;0.584086486666667;3;160;326;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183923764926589;test;0.584086486666667;3;160;326;3;3;227;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661253706294506;train;295.891699033333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662362735632861;test;295.891699033333;0;100;200;5;10;700000;continuous
prnn_synth;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125145413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956732026143791;train;1.46714493;7;240;494;2;2;175;binomial
prnn_synth;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125145413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96;test;1.46714493;7;240;494;2;2;175;binomial
519_vinnie;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472187441035868;train;0.146341815;3;4;32;1;2;266;continuous
519_vinnie;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490239599855921;test;0.146341815;3;4;32;1;2;266;continuous
shuttle;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805637452939802;train;1.64029968;9;8;144;3;8;40600;multinomial
shuttle;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8033327646058;test;1.64029968;9;8;144;3;8;40600;multinomial
613_fri_c3_250_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.769308606415466;train;0.941204106666667;3;160;326;5;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866370800596254;test;0.941204106666667;3;160;326;5;5;175;continuous
608_fri_c3_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838086598701284;train;2.79220866333333;20;292;624;4;10;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864152799306198;test;2.79220866333333;20;292;624;4;10;700;continuous
218_house_8L;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341584526297796;train;33.7434627083333;12;340;704;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363933045764802;test;33.7434627083333;12;340;704;8;8;15949;continuous
heart_h;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914312916534433;train;0.482922091666667;3;12;78;4;12;206;binomial
heart_h;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877318494965554;test;0.482922091666667;3;12;78;4;12;206;binomial
breast;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989651534991998;train;0.698230511666667;3;160;326;7;9;490;binomial
breast;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982762245112466;test;0.698230511666667;3;160;326;7;9;490;binomial
irish;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868771534587861;train;0.618225033333333;3;160;326;4;4;350;binomial
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586_fri_c3_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808691265330939;train;1.31841395;5;200;410;20;25;700;continuous
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analcatdata_bankruptcy;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976973684210526;train;0.0604771716666667;3;3;24;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.0604771716666667;3;3;24;2;3;35;binomial
605_fri_c2_250_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.724993959977883;train;1.22510530166667;16;125;732;13;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876460554671768;test;1.22510530166667;16;125;732;13;25;175;continuous
294_satellite_image;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.448269906481783;train;2.05453781833333;7;208;430;26;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.461509408485656;test;2.05453781833333;7;208;430;26;26;4505;continuous
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613_fri_c3_250_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822262548523113;test;0.922479231666667;11;10;232;5;5;175;continuous
glass2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803648732220161;train;1.99097412;20;352;744;5;9;115;binomial
glass2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777777777777778;test;1.99097412;20;352;744;5;9;115;binomial
584_fri_c4_500_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833612796015322;train;1.06547356833333;3;160;326;5;25;350;continuous
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mfeat_karhunen;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997287608475454;train;2.52527565666667;3;160;326;41;64;1400;multinomial
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192_vineyard;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.580856933095283;train;0.169831398333333;7;4;64;2;2;37;continuous
192_vineyard;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.587622940445476;test;0.169831398333333;7;4;64;2;2;37;continuous
lupus;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808352402745996;train;0.607093333333333;3;160;326;2;2;61;binomial
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574_house_16H;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125110905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.588420215412792;train;11.687516745;8;30;352;15;15;15949;continuous
574_house_16H;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125110905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558685403561399;test;11.687516745;8;30;352;15;15;15949;continuous
analcatdata_bankruptcy;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947712418300654;train;0.0361156383166667;3;3;24;3;3;35;binomial
analcatdata_bankruptcy;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982142857142857;test;0.0361156383166667;3;3;24;3;3;35;binomial
522_pm10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125182430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850992758720171;train;0.479264141666667;9;35;418;3;7;350;continuous
522_pm10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125182430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81908568843534;test;0.479264141666667;9;35;418;3;7;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816841130528437;train;0.0974116816666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866954135914645;test;0.0974116816666667;3;25;156;5;5;350;continuous
192_vineyard;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.553756491672142;train;0.141425636666667;11;5;120;1;1;37;continuous
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606_fri_c2_1000_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799609729536278;train;1.55255272;8;20;334;8;10;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794586842233376;test;1.55255272;8;20;334;8;10;700;continuous
calendarDOW;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125125613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929861827127278;train;18.3029424516667;11;15;330;9;15;280;multinomial
calendarDOW;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125125613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814426973576149;test;18.3029424516667;11;15;330;9;15;280;multinomial
1201_BNG_breastTumor;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.878566892002227;train;46.1404913;1;120;242;5;9;81648;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.886496138113092;test;46.1404913;1;120;242;5;9;81648;continuous
prnn_fglass;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992111111111111;train;0.997241328333333;5;200;410;9;9;144;multinomial
prnn_fglass;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931006493506494;test;0.997241328333333;5;200;410;9;9;144;multinomial
1201_BNG_breastTumor;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125125757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91538824542692;train;13.1005083216667;7;240;494;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125125757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917321445466334;test;13.1005083216667;7;240;494;8;9;81648;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.283211536301575;train;0.192932471666667;8;10;178;2;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505725207875886;test;0.192932471666667;8;10;178;2;2;35;continuous
hungarian;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937171696364198;train;0.605801903333333;6;12;152;10;12;206;binomial
hungarian;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85068870523416;test;0.605801903333333;6;12;152;10;12;206;binomial
609_fri_c0_1000_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236426947855858;train;2.19315297166667;8;260;536;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360803727837377;test;2.19315297166667;8;260;536;5;5;700;continuous
auto;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930756509904237;train;1.618403775;8;260;536;18;21;142;multinomial
auto;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883967088811809;test;1.618403775;8;260;536;18;21;142;multinomial
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486881061933112;train;0.454107988333333;5;130;270;26;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494019066666395;test;0.454107988333333;5;130;270;26;72;742;continuous
analcatdata_creditscore;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.300598933333333;3;112;230;1;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973684210526316;test;0.300598933333333;3;112;230;1;6;70;binomial
ring;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812179948065702;train;0.84658373;10;80;460;20;20;5180;binomial
ring;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820628338367549;test;0.84658373;10;80;460;20;20;5180;binomial
clean2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969255732677151;train;4.43023906;20;260;560;105;107;4619;binomial
clean2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966460919315364;test;4.43023906;20;260;560;105;107;4619;binomial
192_vineyard;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124211025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.577203675851563;train;0.0888809633333333;7;5;80;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124211025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510331228000657;test;0.0888809633333333;7;5;80;1;1;37;continuous
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ionosphere;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867954911433172;test;1.65667142333333;8;260;536;24;32;246;binomial
628_fri_c3_1000_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844270577039439;train;0.930704996666667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883355922790568;test;0.930704996666667;3;160;326;5;5;700;continuous
1191_BNG_pbc;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790392673077637;train;36.049992145;1;120;242;10;18;700000;continuous
1191_BNG_pbc;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789713079938691;test;36.049992145;1;120;242;10;18;700000;continuous
597_fri_c2_500_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126091044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822522318660226;train;0.187545166666667;3;10;72;5;5;350;continuous
597_fri_c2_500_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126091044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81528561517808;test;0.187545166666667;3;10;72;5;5;350;continuous
cleve;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124204418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974398131512756;train;0.695806413333333;3;160;326;10;13;213;binomial
cleve;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124204418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847826086956522;test;0.695806413333333;3;160;326;10;13;213;binomial
analcatdata_japansolvent;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891812865497076;train;0.07308282665;3;12;88;3;3;37;binomial
analcatdata_japansolvent;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703703703703704;test;0.07308282665;3;12;88;3;3;37;binomial
605_fri_c2_250_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835511784222584;train;1.401822025;6;220;452;16;25;175;continuous
605_fri_c2_250_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863525193322997;test;1.401822025;6;220;452;16;25;175;continuous
706_sleuth_case1202;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.966447644707844;train;1.90973149333333;9;280;578;3;6;66;continuous
706_sleuth_case1202;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.13198501846687;test;1.90973149333333;9;280;578;3;6;66;continuous
glass;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869957835964575;train;0.663827765;3;160;326;3;9;144;multinomial
glass;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849551414768806;test;0.663827765;3;160;326;3;9;144;multinomial
breast_w;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99691289559302;train;0.595374194983333;3;8;56;8;8;490;binomial
breast_w;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992647058823529;test;0.595374194983333;3;8;56;8;8;490;binomial
581_fri_c3_500_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795300715335533;train;0.831775385;3;160;326;24;25;350;continuous
581_fri_c3_500_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894320177285102;test;0.831775385;3;160;326;24;25;350;continuous
heart_h;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918219874414432;train;0.799212743333333;12;48;544;5;12;206;binomial
heart_h;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883424408014572;test;0.799212743333333;12;48;544;5;12;206;binomial
641_fri_c1_500_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864972510322051;train;0.337766533333333;3;20;130;3;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821151327203436;test;0.337766533333333;3;20;130;3;10;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125145405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839073843413534;train;0.237837396666667;3;10;72;5;5;350;continuous
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622_fri_c2_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818427567401056;train;0.7510075;3;68;150;5;50;700;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847430643702022;test;0.7510075;3;68;150;5;50;700;continuous
sonar;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884803921568627;train;9.42597131833333;20;59;852;58;59;146;binomial
sonar;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836990595611285;test;9.42597131833333;20;59;852;58;59;146;binomial
tokyo1;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.657079249483525;train;1.99365421666667;5;21;202;13;21;672;binomial
tokyo1;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.654971732623878;test;1.99365421666667;5;21;202;13;21;672;binomial
659_sleuth_ex1714;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343470049213556;train;0.0470855183333333;3;2;16;1;1;33;continuous
659_sleuth_ex1714;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528298205473699;test;0.0470855183333333;3;2;16;1;1;33;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785352059873877;train;1.74982724333333;9;259;536;6;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810358033960056;test;1.74982724333333;9;259;536;6;10;700;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656965512876693;train;5.9824589;7;50;334;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658116760688378;test;5.9824589;7;50;334;10;10;700000;continuous
522_pm10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.660614710451788;train;1.12289360333333;5;200;410;6;7;350;continuous
522_pm10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.793124292817757;test;1.12289360333333;5;200;410;6;7;350;continuous
iris;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992901992901993;train;0.619813411666667;3;160;326;1;3;105;multinomial
iris;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993966817496229;test;0.619813411666667;3;160;326;1;3;105;multinomial
613_fri_c3_250_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125181844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78420620333769;train;0.314016741666667;8;25;366;4;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125181844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82435490345788;test;0.314016741666667;8;25;366;4;5;175;continuous
593_fri_c1_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18694957483561;train;3.132982145;14;332;692;5;10;700;continuous
593_fri_c1_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328089275453601;test;3.132982145;14;332;692;5;10;700;continuous
599_fri_c2_1000_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.148034606673224;train;4.29080028;19;426;890;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266039318145584;test;4.29080028;19;426;890;5;5;700;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.614535157887907;train;5.93152021165;15;240;510;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61558251651841;test;5.93152021165;15;240;510;9;9;21773;continuous
appendicitis;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841334894613583;train;0.127419891666667;3;4;30;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869047619047619;test;0.127419891666667;3;4;30;1;4;75;binomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.646064543333333;3;160;326;6;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.646064543333333;3;160;326;6;6;70;binomial
1089_USCrime;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125102444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341016305356684;train;1.49437394333333;8;260;536;1;6;33;continuous
1089_USCrime;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125102444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.565444035221679;test;1.49437394333333;8;260;536;1;6;33;continuous
665_sleuth_case2002;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.622134472398356;train;0.60687484;3;160;326;1;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.720605356701304;test;0.60687484;3;160;326;1;6;103;continuous
backache;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.27198987666667;20;124;888;21;31;126;binomial
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shuttle;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906564357922966;train;1.51513654833333;6;7;92;3;7;40600;multinomial
shuttle;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910428045410369;test;1.51513654833333;6;7;92;3;7;40600;multinomial
hypothyroid;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948460108008967;train;1.80135932166667;9;216;450;15;20;2215;binomial
hypothyroid;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953992835180954;test;1.80135932166667;9;216;450;15;20;2215;binomial
contraceptive;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.739281666053513;train;1.77214947166667;7;233;480;9;9;1032;multinomial
contraceptive;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710102421487398;test;1.77214947166667;7;233;480;9;9;1032;multinomial
Hill_Valley_without_noise;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.523499528066182;train;1.71225136166667;8;260;536;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.506331612511388;test;1.71225136166667;8;260;536;1;1;849;binomial
cleve;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935236396074933;train;0.94188395;5;200;410;10;13;213;binomial
cleve;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928253339930727;test;0.94188395;5;200;410;10;13;213;binomial
lupus;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84945054945055;train;0.0535953883333333;3;8;62;2;2;61;binomial
lupus;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830065359477124;test;0.0535953883333333;3;8;62;2;2;61;binomial
604_fri_c4_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862636508800986;train;0.279586308333333;6;50;292;5;10;350;continuous
604_fri_c4_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817845394551494;test;0.279586308333333;6;50;292;5;10;350;continuous
604_fri_c4_500_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860059741553644;train;0.317730873333333;7;50;334;7;10;350;continuous
604_fri_c4_500_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82265285112812;test;0.317730873333333;7;50;334;7;10;350;continuous
breast;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125190731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.249474066666667;3;36;158;6;9;490;binomial
breast;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125190731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978298611111111;test;0.249474066666667;3;36;158;6;9;490;binomial
593_fri_c1_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807287233945415;train;0.439497468333333;3;20;132;10;10;700;continuous
593_fri_c1_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866550418306259;test;0.439497468333333;3;20;132;10;10;700;continuous
641_fri_c1_500_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845507849780024;train;0.128495775;3;50;166;4;10;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861287261858938;test;0.128495775;3;50;166;4;10;350;continuous
678_visualizing_environmental;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794729714259182;train;0.590904563333333;3;160;326;2;3;78;continuous
678_visualizing_environmental;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.94176093771189;test;0.590904563333333;3;160;326;2;3;78;continuous
analcatdata_aids;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.631578947368421;train;0.0336410883333333;3;3;24;1;3;35;binomial
analcatdata_aids;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777777777777778;test;0.0336410883333333;3;3;24;1;3;35;binomial
230_machine_cpu;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.268477305685844;train;1.742382125;11;304;630;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.258747659257879;test;1.742382125;11;304;630;6;6;147;continuous
calendarDOW;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885592715236785;train;2.70024423333333;12;333;690;8;14;280;multinomial
calendarDOW;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773436224489796;test;2.70024423333333;12;333;690;8;14;280;multinomial
prnn_crabs;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.23794532833333;8;260;536;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994285714285714;test;1.23794532833333;8;260;536;4;4;140;binomial
615_fri_c4_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80486128757681;train;1.456449535;5;200;410;4;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820274686400088;test;1.456449535;5;200;410;4;9;175;continuous
phoneme;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803056329843953;train;0.383663721666667;3;5;36;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799023328496484;test;0.383663721666667;3;5;36;5;5;3783;binomial
german;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.828463156262418;train;0.223685465;3;73;166;11;20;700;binomial
german;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.745726609510624;test;0.223685465;3;73;166;11;20;700;binomial
haberman;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.745284090909091;train;0.543679243333333;3;160;326;3;3;215;binomial
haberman;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.655325443786982;test;0.543679243333333;3;160;326;3;3;215;binomial
analcatdata_germangss;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817045646836559;train;1.05637864666667;7;5;76;5;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731653818890661;test;1.05637864666667;7;5;76;5;5;280;multinomial
225_puma8NH;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125132949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.724044010019424;train;1.33034423666667;3;160;326;5;8;5735;continuous
225_puma8NH;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125132949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.757244262753133;test;1.33034423666667;3;160;326;5;8;5735;continuous
197_cpu_act;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.312639392369691;train;3.09033455;7;32;296;2;16;5735;continuous
197_cpu_act;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315510288922126;test;3.09033455;7;32;296;2;16;5735;continuous
663_rabe_266;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.13478642906436;train;1.35596504;5;184;378;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.123794955236269;test;1.35596504;5;184;378;2;2;84;continuous
waveform_40;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971233599822579;train;3.46350802166667;7;224;462;39;40;3500;multinomial
waveform_40;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974347489450337;test;3.46350802166667;7;224;462;39;40;3500;multinomial
589_fri_c2_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194383833257527;train;1.480230225;3;160;326;25;25;700;continuous
589_fri_c2_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330995653662842;test;1.480230225;3;160;326;25;25;700;continuous
analcatdata_cyyoung9302;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814413265306122;train;0.57438454;10;6;130;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986111111111111;test;0.57438454;10;6;130;6;6;65;binomial
coil2000;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.717981289031688;train;13.9486444083333;20;468;976;4;59;6876;binomial
coil2000;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.685133554607239;test;13.9486444083333;20;468;976;4;59;6876;binomial
641_fri_c1_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815436745060505;train;0.987463248333333;3;160;326;5;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878437286732713;test;0.987463248333333;3;160;326;5;10;350;continuous
617_fri_c3_500_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193579824309708;train;2.67889355;15;327;684;5;5;350;continuous
617_fri_c3_500_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358487660595892;test;2.67889355;15;327;684;5;5;350;continuous
schizo;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.637366976140561;train;0.257884643333333;9;13;212;1;13;238;multinomial
schizo;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.521006535947712;test;0.257884643333333;9;13;212;1;13;238;multinomial
analcatdata_cyyoung8092;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905477980665951;train;0.473011881666667;6;7;94;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958333333333333;test;0.473011881666667;6;7;94;2;7;68;binomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861175115207373;train;0.1343459;7;3;48;3;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82962962962963;test;0.1343459;7;3;48;3;3;59;binomial
tae;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.69951169657052;train;0.086369965;7;5;78;4;5;106;multinomial
tae;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744444444444445;test;0.086369965;7;5;78;4;5;106;multinomial
1199_BNG_echoMonths;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.679644856309131;train;32.90506971;10;300;620;8;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.700193075116572;test;32.90506971;10;300;620;8;9;12248;continuous
flags;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82660412605588;train;11.9800723;14;40;600;26;40;125;multinomial
flags;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758114478114478;test;11.9800723;14;40;600;26;40;125;multinomial
shuttle;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941033608398326;train;1.59666625666667;5;8;88;6;8;40600;multinomial
shuttle;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941928789336719;test;1.59666625666667;5;8;88;6;8;40600;multinomial
589_fri_c2_1000_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795308087096366;train;1.37599390666667;7;224;462;6;25;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853328916503805;test;1.37599390666667;7;224;462;6;25;700;continuous
titanic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868005703512038;train;1.07870527666667;3;160;326;8;8;1545;binomial
titanic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83486602188045;test;1.07870527666667;3;160;326;8;8;1545;binomial
650_fri_c0_500_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448462747724054;train;0.483270013333333;3;72;150;27;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522562704442567;test;0.483270013333333;3;72;150;27;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187080931674023;train;2.840568575;8;260;536;7;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372244156232684;test;2.840568575;8;260;536;7;50;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811635987960401;train;1.14042420333333;5;200;410;20;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805234145693627;test;1.14042420333333;5;200;410;20;25;350;continuous
breast_cancer;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766480383211679;train;1.87227818;14;308;644;4;9;201;binomial
breast_cancer;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.696056547619048;test;1.87227818;14;308;644;4;9;201;binomial
spectf;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991981046108985;train;1.77673079;8;260;536;11;44;245;binomial
spectf;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924019607843137;test;1.77673079;8;260;536;11;44;245;binomial
allhypo;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831349002765001;train;31.2579003433333;4;24;178;9;24;2639;multinomial
allhypo;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824151103459461;test;31.2579003433333;4;24;178;9;24;2639;multinomial
yeast;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87716942544989;train;0.264457525;7;8;120;7;8;1036;multinomial
yeast;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865752267779431;test;0.264457525;7;8;120;7;8;1036;multinomial
663_rabe_266;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.106978386193415;train;0.08018633;3;4;32;2;2;84;continuous
663_rabe_266;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.11967717161401;test;0.08018633;3;4;32;2;2;84;continuous
620_fri_c1_1000_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829340406581214;train;1.25591234333333;5;200;410;7;25;700;continuous
620_fri_c1_1000_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870274418532958;test;1.25591234333333;5;200;410;7;25;700;continuous
calendarDOW;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125185032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936032392032993;train;1.75245481166667;7;240;494;12;14;280;multinomial
calendarDOW;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125185032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79463147796731;test;1.75245481166667;7;240;494;12;14;280;multinomial
dis;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124190207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.766087516087516;train;2.01099334333333;20;96;880;14;24;2641;binomial
dis;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124190207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.755684255684256;test;2.01099334333333;20;96;880;14;24;2641;binomial
586_fri_c3_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791552543998156;train;0.28043863;5;121;260;16;25;700;continuous
586_fri_c3_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876629900852752;test;0.28043863;5;121;260;16;25;700;continuous
breast_cancer;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742109538175911;train;0.88761168;14;36;620;3;9;201;binomial
breast_cancer;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.683029453015428;test;0.88761168;14;36;620;3;9;201;binomial
649_fri_c0_500_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454036825003982;train;0.337758246666667;3;10;72;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478125548146772;test;0.337758246666667;3;10;72;5;5;350;continuous
644_fri_c4_250_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207016069471453;train;3.71394207333333;20;419;878;5;24;175;continuous
644_fri_c4_250_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387434036073743;test;3.71394207333333;20;419;878;5;24;175;continuous
616_fri_c4_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836510231560997;train;1.21261062666667;6;90;276;4;49;350;continuous
616_fri_c4_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825784007344335;test;1.21261062666667;6;90;276;4;49;350;continuous
mfeat_zernike;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124161947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989763897642987;train;0.436910096666667;3;32;138;30;32;1400;multinomial
mfeat_zernike;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124161947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968517436003902;test;0.436910096666667;3;32;138;30;32;1400;multinomial
breast;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985450878709306;train;0.34126602;5;36;242;2;9;490;binomial
breast;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978310502283105;test;0.34126602;5;36;242;2;9;490;binomial
225_puma8NH;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125144208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743209460956803;train;1.83816748166667;5;200;410;2;8;5735;continuous
225_puma8NH;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125144208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.733953352395833;test;1.83816748166667;5;200;410;2;8;5735;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284400831666296;train;3.97275377835;17;440;914;1;3;333;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475552890741724;test;3.97275377835;17;440;914;1;3;333;continuous
new_thyroid;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126100840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998484531772575;train;0.654960063333333;3;160;326;3;5;151;multinomial
new_thyroid;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126100840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999341238471673;test;0.654960063333333;3;160;326;3;5;151;multinomial
608_fri_c3_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173380561220911;train;4.55162184833333;20;395;830;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291937029111657;test;4.55162184833333;20;395;830;5;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811633851439115;train;0.855050910016667;7;20;294;6;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868302861034461;test;0.855050910016667;7;20;294;6;10;700;continuous
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210_cloud;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.292482809219019;test;0.738425558333333;3;160;326;4;5;76;continuous
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sleep;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126102756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899652784855013;test;30.8657751266667;0;100;200;13;13;74136;multinomial
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818415454744883;train;0.175451945;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820004688948492;test;0.175451945;3;85;176;5;25;700;continuous
nikuradse_1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.200135609147805;train;0.58217647835;3;160;326;1;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.228965038869967;test;0.58217647835;3;160;326;1;2;254;continuous
breast_cancer;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126102255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724704491725768;train;1.58929204833333;8;260;536;5;9;201;binomial
breast_cancer;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126102255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.663333333333333;test;1.58929204833333;8;260;536;5;9;201;binomial
623_fri_c4_1000_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815416139726798;train;0.213914923316667;5;50;250;10;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841794272548059;test;0.213914923316667;5;50;250;10;10;700;continuous
analcatdata_creditscore;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998931623931624;train;0.148360693333333;3;6;46;3;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994708994708995;test;0.148360693333333;3;6;46;3;6;70;binomial
analcatdata_cyyoung8092;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907626208378088;train;0.471404859983333;10;28;450;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95;test;0.471404859983333;10;28;450;2;7;68;binomial
611_fri_c3_100_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.753565301323729;train;0.872525396666667;3;160;326;4;4;70;continuous
611_fri_c3_100_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00478320020868;test;0.872525396666667;3;160;326;4;4;70;continuous
cars;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848192858045075;train;0.0942714033333333;6;6;78;3;6;275;multinomial
cars;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799366700528055;test;0.0942714033333333;6;6;78;3;6;275;multinomial
195_auto_price;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24726195803552;train;1.54095624666667;7;240;494;9;10;112;continuous
195_auto_price;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239936722300269;test;1.54095624666667;7;240;494;9;10;112;continuous
page_blocks;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981870424053798;train;2.711448855;3;160;326;7;7;3832;multinomial
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twonorm;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995907925109767;train;3.49091638168333;3;160;326;20;20;5180;binomial
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601_fri_c1_250_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185764924794617;train;1.53393847833333;9;280;578;5;5;175;continuous
601_fri_c1_250_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432177345764946;test;1.53393847833333;9;280;578;5;5;175;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235825624744893;train;2.04982319166667;10;300;620;4;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.698133353604517;test;2.04982319166667;10;300;620;4;10;70;continuous
banana;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551375528117303;train;0.958971533333333;3;160;326;2;2;3710;binomial
banana;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.530283411886534;test;0.958971533333333;3;160;326;2;2;3710;binomial
562_cpu_small;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156990824831895;train;3.74227515;3;160;326;12;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175614089987322;test;3.74227515;3;160;326;12;12;5735;continuous
ionosphere;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903337169159954;train;1.15149590666667;6;220;452;19;32;246;binomial
ionosphere;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835428122545169;test;1.15149590666667;6;220;452;19;32;246;binomial
profb;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.712892785447991;train;2.62597913166667;12;340;704;8;9;471;binomial
profb;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.633696837513631;test;2.62597913166667;12;340;704;8;9;471;binomial
cmc;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.844427274794107;train;1.964947305;7;240;494;6;9;1032;multinomial
cmc;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.750384069711801;test;1.964947305;7;240;494;6;9;1032;multinomial
tokyo1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982815422446286;train;0.359813511683333;5;74;250;17;21;672;binomial
tokyo1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970482908301682;test;0.359813511683333;5;74;250;17;21;672;binomial
ring;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812179948065702;train;0.264551496666667;3;57;166;20;20;5180;binomial
ring;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820628338367549;test;0.264551496666667;3;57;166;20;20;5180;binomial
segmentation;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997621066031986;train;8.85606789166667;3;13;88;8;13;1617;multinomial
segmentation;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996642786844362;test;8.85606789166667;3;13;88;8;13;1617;multinomial
clean2;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995847041938635;train;4.957876955;3;160;326;1;110;4619;binomial
clean2;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993847123661213;test;4.957876955;3;160;326;1;110;4619;binomial
627_fri_c2_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811253228998527;train;0.457372028333333;9;50;418;9;10;350;continuous
627_fri_c2_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835798184127835;test;0.457372028333333;9;50;418;9;10;350;continuous
644_fri_c4_250_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794976368268819;train;1.68453311333333;8;260;536;6;24;175;continuous
644_fri_c4_250_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880375648727338;test;1.68453311333333;8;260;536;6;24;175;continuous
Hill_Valley_with_noise;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.660283747015381;train;2.21881171833333;11;320;662;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.506624634502924;test;2.21881171833333;11;320;662;1;1;849;binomial
nikuradse_2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.134509195845497;train;0.534187556683333;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16839824369488;test;0.534187556683333;3;160;326;1;1;254;continuous
Hill_Valley_without_noise;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125180633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.510426961301427;train;0.0447526533333333;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125180633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.470452474946857;test;0.0447526533333333;3;4;32;1;1;849;binomial
glass;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125120850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872285285928464;train;1.00191254833333;3;9;64;5;9;144;multinomial
glass;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125120850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856712962962963;test;1.00191254833333;3;9;64;5;9;144;multinomial
biomed;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887963348604748;train;1.95919737498333;10;300;620;5;8;147;binomial
biomed;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961538461538461;test;1.95919737498333;10;300;620;5;8;147;binomial
saheart;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847638859995839;train;1.39152148333333;5;200;410;6;9;324;binomial
saheart;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75221027479092;test;1.39152148333333;5;200;410;6;9;324;binomial
606_fri_c2_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805203324361057;train;0.818456294983333;3;20;136;6;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791111076067647;test;0.818456294983333;3;20;136;6;10;700;continuous
twonorm;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998109973934993;train;3.16894687833333;3;20;114;20;20;5180;binomial
twonorm;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997720651562466;test;3.16894687833333;3;20;114;20;20;5180;binomial
227_cpu_small;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.294751369601056;train;3.79973849165;20;328;696;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.292210502150117;test;3.79973849165;20;328;696;3;12;5735;continuous
movement_libras;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.06582367;9;22;376;20;22;252;multinomial
movement_libras;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812373393801965;test;1.06582367;9;22;376;20;22;252;multinomial
344_mv;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126104757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140269491335739;train;5.365583635;5;200;410;7;9;28538;continuous
344_mv;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126104757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139271453986347;test;5.365583635;5;200;410;7;9;28538;continuous
653_fri_c0_250_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300533763065252;train;2.20320533833333;8;244;504;16;25;175;continuous
653_fri_c0_250_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478198119700944;test;2.20320533833333;8;244;504;16;25;175;continuous
collins;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.505318578333333;5;20;190;1;20;340;multinomial
collins;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.505318578333333;5;20;190;1;20;340;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.76206171847499;train;6.10202083333333;9;11;200;5;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81849743148862;test;6.10202083333333;9;11;200;5;11;1120;multinomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99373795761079;train;0.257851383333333;3;112;230;4;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.257851383333333;3;112;230;4;4;185;binomial
582_fri_c1_500_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821685177762212;train;0.164920131666667;3;90;186;5;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847795965998395;test;0.164920131666667;3;90;186;5;25;350;continuous
schizo;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.686261145404664;train;0.155650190016667;5;13;122;12;13;238;multinomial
schizo;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.60675955988456;test;0.155650190016667;5;13;122;12;13;238;multinomial
1089_USCrime;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125205001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.527305447105799;train;0.62137557;3;160;326;2;3;33;continuous
1089_USCrime;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125205001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440915832615674;test;0.62137557;3;160;326;2;3;33;continuous
analcatdata_authorship;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.050125975;3;160;326;62;70;589;multinomial
analcatdata_authorship;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99985063313715;test;1.050125975;3;160;326;62;70;589;multinomial
cloud;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.606050191815857;train;0.326749388333333;6;5;66;1;5;76;multinomial
cloud;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456624779541446;test;0.326749388333333;6;5;66;1;5;76;multinomial
heart_h;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913983853284162;train;1.02768219;5;12;130;3;12;206;binomial
heart_h;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899210686095932;test;1.02768219;5;12;130;3;12;206;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980392156862745;train;0.043836645;3;2;16;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;test;0.043836645;3;2;16;2;2;35;binomial
344_mv;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394227704713116;train;0.425510186666667;6;50;292;7;10;28538;continuous
344_mv;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.393182108132103;test;0.425510186666667;6;50;292;7;10;28538;continuous
diabetes;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125150339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823038221821732;train;1.18412861333333;8;8;134;7;8;538;binomial
diabetes;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125150339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849376344086022;test;1.18412861333333;8;8;134;7;8;538;binomial
665_sleuth_case2002;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.687471225560944;train;0.12188515;3;12;72;1;6;103;continuous
665_sleuth_case2002;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827505654936316;test;0.12188515;3;12;72;1;6;103;continuous
allhyper;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989679933951577;train;2.11686197;20;25;734;24;25;2640;multinomial
allhyper;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908947003209298;test;2.11686197;20;25;734;24;25;2640;multinomial
218_house_8L;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.449067967856086;train;5.06602950166667;7;16;236;8;8;15949;continuous
218_house_8L;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.432805674696;test;5.06602950166667;7;16;236;8;8;15949;continuous
lupus;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84945054945055;train;0.144538923333333;8;8;142;1;2;61;binomial
lupus;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875816993464052;test;0.144538923333333;8;8;142;1;2;61;binomial
519_vinnie;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474041718988432;train;0.103288565;3;4;32;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490214500672656;test;0.103288565;3;4;32;1;2;266;continuous
633_fri_c0_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503879450382975;train;0.75114755;3;50;150;16;25;350;continuous
633_fri_c0_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513790163348866;test;0.75114755;3;50;150;16;25;350;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.239497768295239;train;0.566948115;3;160;326;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.234132959566802;test;0.566948115;3;160;326;4;4;227;continuous
617_fri_c3_500_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213788798168752;train;0.85379629;5;200;410;4;4;350;continuous
617_fri_c3_500_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409222198325133;test;0.85379629;5;200;410;4;4;350;continuous
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631_fri_c1_500_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124193751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836293945178122;train;0.21707079;7;25;324;5;5;350;continuous
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cloud;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.46751476;7;240;494;1;7;76;multinomial
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flags;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848932369390444;train;6.28812694835;6;39;264;20;39;125;multinomial
flags;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725316358024691;test;6.28812694835;6;39;264;20;39;125;multinomial
586_fri_c3_1000_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178281969513708;train;1.51120052166667;3;160;326;10;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333443212490186;test;1.51120052166667;3;160;326;10;25;700;continuous
627_fri_c2_500_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168352186188488;train;2.500676665;20;404;850;6;10;350;continuous
627_fri_c2_500_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314356373812842;test;2.500676665;20;404;850;6;10;350;continuous
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wine_quality_red;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897301578722519;train;2.974463875;8;260;536;11;11;1120;multinomial
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cmc;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124212845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.808399855181924;train;4.73125558;16;420;872;7;9;1032;multinomial
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557_analcatdata_apnea1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.171827173335145;train;0.260568578333333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297556707956189;test;0.260568578333333;3;6;48;3;3;333;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125181057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45161421266294;train;0.479493123333333;7;170;354;48;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125181057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.549262494260474;test;0.479493123333333;7;170;354;48;50;175;continuous
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225_puma8NH;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.484852944970411;train;7.54453139;20;303;646;8;8;5735;continuous
225_puma8NH;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522056981917271;test;7.54453139;20;303;646;8;8;5735;continuous
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712_chscase_geyser1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.64847082503461;test;0.114342711666667;6;10;140;1;2;156;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159662572929516;train;1.93118309;14;342;712;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358413393986812;test;1.93118309;14;342;712;5;5;350;continuous
561_cpu;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.170086848331761;train;0.39326718;3;14;100;7;7;147;continuous
561_cpu;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.219264343392992;test;0.39326718;3;14;100;7;7;147;continuous
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haberman;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.667408231368187;test;0.503624066666667;19;12;406;3;3;215;binomial
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125093227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802287921524656;train;0.404536345;9;50;418;9;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125093227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799353533636361;test;0.404536345;9;50;418;9;10;700;continuous
analcatdata_germangss;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816152631937131;train;0.978792443333333;6;5;66;4;5;280;multinomial
analcatdata_germangss;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758050835590084;test;0.978792443333333;6;5;66;4;5;280;multinomial
581_fri_c3_500_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173472286046719;train;1.16064176665;6;220;452;5;25;350;continuous
581_fri_c3_500_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352696215413806;test;1.16064176665;6;220;452;5;25;350;continuous
analcatdata_lawsuit;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995080500894454;train;0.089183745;3;16;98;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.089183745;3;16;98;2;4;185;binomial
579_fri_c0_250_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501935969365272;train;0.33589213335;3;10;72;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512827108889526;test;0.33589213335;3;10;72;5;5;175;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126094636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492218311984634;train;0.81069346;3;50;146;19;25;700;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126094636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53976521275301;test;0.81069346;3;50;146;19;25;700;continuous
mfeat_factors;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975106152196336;train;1.58937931166667;10;103;432;4;132;1400;multinomial
mfeat_factors;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970321797168945;test;1.58937931166667;10;103;432;4;132;1400;multinomial
vehicle;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950327784834827;train;1.69688279166667;3;13;76;13;13;593;multinomial
vehicle;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942328093486762;test;1.69688279166667;3;13;76;13;13;593;multinomial
646_fri_c3_500_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125153248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794505088694019;train;2.47363637333333;9;280;578;8;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125153248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.925804183503642;test;2.47363637333333;9;280;578;8;10;350;continuous
heart_h;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938104255955347;train;0.918426443333333;5;200;410;8;12;206;binomial
heart_h;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901639344262295;test;0.918426443333333;5;200;410;8;12;206;binomial
backache;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.839150943396226;train;1.92242184333333;5;32;222;26;32;126;binomial
backache;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.493877551020408;test;1.92242184333333;5;32;222;26;32;126;binomial
fars;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89132280858112;train;23.9773425833333;9;21;340;14;21;70678;multinomial
fars;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735259461136954;test;23.9773425833333;9;21;340;14;21;70678;multinomial
biomed;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948979591836735;train;0.229146556666667;3;8;56;8;8;147;binomial
biomed;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971153846153846;test;0.229146556666667;3;8;56;8;8;147;binomial
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.216746623936799;train;0.188977185;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194427096888405;test;0.188977185;3;6;48;3;3;333;continuous
mfeat_factors;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999814238860787;train;29.35754494;3;66;138;40;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997323882203847;test;29.35754494;3;66;138;40;137;1400;multinomial
1196_BNG_pharynx;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.66110622793901;train;23.538944715;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661863202741829;test;23.538944715;3;20;134;10;10;700000;continuous
712_chscase_geyser1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468368952285038;train;0.524477333333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489518852351365;test;0.524477333333333;3;160;326;1;2;156;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.221233940541342;train;0.72423240835;3;160;326;2;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.577229244874727;test;0.72423240835;3;160;326;2;3;333;continuous
519_vinnie;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47954664547205;train;0.235816625;7;4;64;1;2;266;continuous
519_vinnie;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458714348119281;test;0.235816625;7;4;64;1;2;266;continuous
shuttle;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85568268924917;train;32.8510068616667;4;180;368;4;8;40600;multinomial
shuttle;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858033436078014;test;32.8510068616667;4;180;368;4;8;40600;multinomial
waveform_21;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969996627363287;train;1.87417636831667;3;160;326;21;21;3500;multinomial
waveform_21;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968029356454373;test;1.87417636831667;3;160;326;21;21;3500;multinomial
haberman;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124190713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732613636363636;train;0.604603478333333;3;160;326;2;3;215;binomial
haberman;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124190713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.632544378698225;test;0.604603478333333;3;160;326;2;3;215;binomial
648_fri_c1_250_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733874019677201;train;0.5091358;7;166;354;6;50;175;continuous
648_fri_c1_250_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82593879642993;test;0.5091358;7;166;354;6;50;175;continuous
allhyper;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925853738450939;train;4.57117399335;17;312;658;21;24;2640;multinomial
allhyper;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.763003440599069;test;4.57117399335;17;312;658;21;24;2640;multinomial
562_cpu_small;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.203872260172013;train;0.321423553333333;7;60;344;12;12;5735;continuous
562_cpu_small;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.209096984512895;test;0.321423553333333;7;60;344;12;12;5735;continuous
cmc;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.730767901082256;train;0.178852426666667;8;9;150;9;9;1032;multinomial
cmc;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.724432925637956;test;0.178852426666667;8;9;150;9;9;1032;multinomial
crx;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925715083993993;train;2.243807595;10;14;244;13;14;483;binomial
crx;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929882044560944;test;2.243807595;10;14;244;13;14;483;binomial
542_pollution;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502999854350324;train;0.347841253333333;3;20;132;6;10;42;continuous
542_pollution;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.744244719931446;test;0.347841253333333;3;20;132;6;10;42;continuous
537_houses;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.555615821901702;train;0.287096406666667;5;30;234;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.559528470084844;test;0.287096406666667;5;30;234;6;6;14448;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.448931048768781;train;0.621092795;6;150;312;35;72;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.444614598145935;test;0.621092795;6;150;312;35;72;742;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.656484404340273;train;250.544276803333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.656877890808752;test;250.544276803333;0;100;200;5;10;700000;continuous
contraceptive;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.744146683810436;train;3.34953319833333;7;9;134;8;9;1032;multinomial
contraceptive;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.703152266676857;test;3.34953319833333;7;9;134;8;9;1032;multinomial
547_no2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.627322567118234;train;0.441788583333333;3;14;86;7;7;350;continuous
547_no2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.650721364382835;test;0.441788583333333;3;14;86;7;7;350;continuous
519_vinnie;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125153357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434020838099059;train;0.60570885335;3;160;326;1;2;266;continuous
519_vinnie;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125153357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.560807498352973;test;0.60570885335;3;160;326;1;2;266;continuous
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584_fri_c4_500_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823682259037634;train;1.81820293166667;9;248;514;9;25;350;continuous
584_fri_c4_500_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808870770100559;test;1.81820293166667;9;248;514;9;25;350;continuous
analcatdata_creditscore;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999;train;0.574444295;3;160;326;5;6;70;binomial
analcatdata_creditscore;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.574444295;3;160;326;5;6;70;binomial
allhypo;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813530110337959;train;0.241541853333333;3;24;122;5;24;2639;multinomial
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biomed;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994485294117647;train;0.717924696666667;3;160;326;5;8;147;binomial
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glass;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124213111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884135733538698;train;0.656372813333333;3;160;326;8;9;144;multinomial
glass;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124213111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.761697722567288;test;0.656372813333333;3;160;326;8;9;144;multinomial
562_cpu_small;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316978739554702;train;1.09019400166667;3;24;128;2;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.330260584713896;test;1.09019400166667;3;24;128;2;12;5735;continuous
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nikuradse_1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0753454428800327;train;0.600131353333333;3;160;326;2;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0757018949403082;test;0.600131353333333;3;160;326;2;2;254;continuous
602_fri_c3_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212828812093338;train;1.56011681833333;7;240;494;4;9;175;continuous
602_fri_c3_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370321317565773;test;1.56011681833333;7;240;494;4;9;175;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802015108408688;train;0.165358156666667;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870946595914757;test;0.165358156666667;3;85;176;5;25;700;continuous
analcatdata_creditscore;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999028182701652;train;1.35337457;6;220;452;3;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.35337457;6;220;452;3;6;70;binomial
201_pol;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.721642520777083;train;0.258236986666667;3;85;176;26;26;10500;continuous
201_pol;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.727006405009636;test;0.258236986666667;3;85;176;26;26;10500;continuous
crx;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932407726802346;train;0.79911187;12;56;544;11;14;483;binomial
crx;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885404568331398;test;0.79911187;12;56;544;11;14;483;binomial
agaricus_lepiota;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125180457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.04914936166667;3;160;326;20;20;5702;binomial
agaricus_lepiota;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125180457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.04914936166667;3;160;326;20;20;5702;binomial
cloud;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.677777039669623;train;0.29277753;5;6;68;5;6;76;multinomial
cloud;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.427336860670194;test;0.29277753;5;6;68;5;6;76;multinomial
590_fri_c0_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301613341999682;train;3.32920429333333;3;160;326;5;50;700;continuous
590_fri_c0_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423421669927483;test;3.32920429333333;3;160;326;5;50;700;continuous
613_fri_c3_250_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.775300143940031;train;1.46490713666667;6;220;452;3;5;175;continuous
613_fri_c3_250_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853105230918654;test;1.46490713666667;6;220;452;3;5;175;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228994674019839;train;5.28708419333333;9;280;578;4;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337553165417843;test;5.28708419333333;9;280;578;4;50;700;continuous
712_chscase_geyser1;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381818612153385;train;0.537162745;3;160;326;1;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.549808634048859;test;0.537162745;3;160;326;1;2;156;continuous
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mfeat_morphological;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912505254513502;test;3.32676176666667;8;260;536;2;2;1400;multinomial
analcatdata_japansolvent;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997076023391813;train;3.55415803833333;20;478;998;3;3;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925925925925926;test;3.55415803833333;20;478;998;3;3;37;binomial
637_fri_c1_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.87580379298049;train;0.21260424;3;90;186;5;50;350;continuous
637_fri_c1_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846734423251021;test;0.21260424;3;90;186;5;50;350;continuous
dermatology;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999541380029185;train;0.421403783333333;5;25;196;19;25;257;multinomial
dermatology;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985861971104231;test;0.421403783333333;5;25;196;19;25;257;multinomial
631_fri_c1_500_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125093945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272732586543154;train;2.193685525;14;364;756;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125093945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374766455182221;test;2.193685525;14;364;756;5;5;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.886111243809509;train;0.175137676666667;3;90;186;5;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885646625943365;test;0.175137676666667;3;90;186;5;25;350;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.312411610729909;train;0.111851326666667;3;20;120;4;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314296423153449;test;0.111851326666667;3;20;120;4;4;227;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608133625667134;train;6.59858235;6;45;292;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602601313294751;test;6.59858235;6;45;292;9;9;21773;continuous
optdigits;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999726092088718;train;4.07011628;3;160;326;52;62;3934;multinomial
optdigits;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998902243567352;test;4.07011628;3;160;326;52;62;3934;multinomial
344_mv;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0272728668183483;train;31.4445464683333;2;140;284;5;9;28538;continuous
344_mv;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0282200047311932;test;31.4445464683333;2;140;284;5;9;28538;continuous
230_machine_cpu;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.254921296070947;train;1.32711431833333;10;277;574;6;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287261154959616;test;1.32711431833333;10;277;574;6;6;147;continuous
texture;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125205502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997257507691279;train;2.924605475;3;160;326;14;14;3850;multinomial
texture;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125205502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994818621986258;test;2.924605475;3;160;326;14;14;3850;multinomial
649_fri_c0_500_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492050857405542;train;1.10274943166667;3;160;326;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460012321038482;test;1.10274943166667;3;160;326;5;5;350;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810323879698778;train;1.63708995833333;7;50;318;23;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832806599035368;test;1.63708995833333;7;50;318;23;25;175;continuous
titanic;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821041793628675;train;0.74921647;11;28;460;7;7;1545;binomial
titanic;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786835453359426;test;0.74921647;11;28;460;7;7;1545;binomial
560_bodyfat;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.011463141041084;train;0.708896316666667;3;160;326;1;12;177;continuous
560_bodyfat;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0319404381088473;test;0.708896316666667;3;160;326;1;12;177;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124184626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843135819869243;train;1.304856615;5;200;410;4;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124184626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857946158283054;test;1.304856615;5;200;410;4;5;700;continuous
satimage;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975096759508448;train;4.57411486333333;7;208;430;22;24;4505;multinomial
satimage;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972922499729536;test;4.57411486333333;7;208;430;22;24;4505;multinomial
mfeat_factors;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998857704214;train;22.27587505;3;66;138;133;133;1400;multinomial
mfeat_factors;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999294433128117;test;22.27587505;3;66;138;133;133;1400;multinomial
1030_ERA;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760186301092233;train;0.364041026666667;10;20;388;3;4;700;continuous
1030_ERA;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.761601165694494;test;0.364041026666667;10;20;388;3;4;700;continuous
page_blocks;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991134016123399;train;4.537004035;10;220;460;7;7;3832;multinomial
page_blocks;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982073534898283;test;4.537004035;10;220;460;7;7;3832;multinomial
analcatdata_bankruptcy;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977124183006536;train;0.489794041666667;3;160;326;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964285714285714;test;0.489794041666667;3;160;326;4;4;35;binomial
dermatology;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126105340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999791536376902;train;0.966324543333333;3;160;326;20;25;257;multinomial
dermatology;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126105340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993299019607843;test;0.966324543333333;3;160;326;20;25;257;multinomial
letter;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124155517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981641433294158;train;1.761060025;3;16;106;16;16;14000;multinomial
letter;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124155517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981275463030119;test;1.761060025;3;16;106;16;16;14000;multinomial
biomed;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964869281045752;train;1.66378794166667;14;316;660;3;8;147;binomial
biomed;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830043859649123;test;1.66378794166667;14;316;660;3;8;147;binomial
611_fri_c3_100_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82821901818476;train;0.796750978333333;3;160;326;2;4;70;continuous
611_fri_c3_100_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892143573044256;test;0.796750978333333;3;160;326;2;4;70;continuous
mfeat_morphological;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916404275061956;train;0.649259038333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912784416584686;test;0.649259038333333;3;2;16;2;2;1400;multinomial
spambase;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985975254495137;train;0.333571311683333;3;80;166;48;54;3221;binomial
spambase;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977983004270811;test;0.333571311683333;3;80;166;48;54;3221;binomial
australian;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920779152500789;train;1.3200482;6;220;452;3;14;483;binomial
australian;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876050812628433;test;1.3200482;6;220;452;3;14;483;binomial
529_pollen;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44760247007585;train;1.61783651666667;5;200;410;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438975741112893;test;1.61783651666667;5;200;410;4;4;2694;continuous
spectf;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912476722532588;train;0.376533816666667;6;118;300;13;44;245;binomial
spectf;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850574712643678;test;0.376533816666667;6;118;300;13;44;245;binomial
Hill_Valley_without_noise;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.511012506386476;train;;-Inf;-Inf;;1;1;849;binomial
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cloud;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.528975819576843;train;0.525022538333333;9;6;116;1;6;76;multinomial
cloud;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.478880070546737;test;0.525022538333333;9;6;116;1;6;76;multinomial
irish;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867216569528137;train;0.692473225;3;160;326;4;4;350;binomial
irish;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868728334245576;test;0.692473225;3;160;326;4;4;350;binomial
pendigits;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997918740879733;train;42.0261956283333;2;16;66;16;16;7695;multinomial
pendigits;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997983433435374;test;42.0261956283333;2;16;66;16;16;7695;multinomial
hypothyroid;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998933745943358;train;2.03113163166667;3;160;326;20;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994921560740145;test;2.03113163166667;3;160;326;20;20;2215;binomial
344_mv;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.00999643923576088;train;21.7156933933333;11;256;534;4;9;28538;continuous
344_mv;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0114108507398517;test;21.7156933933333;11;256;534;4;9;28538;continuous
breast_w;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996820467317362;train;0.711997205;6;8;104;8;8;490;binomial
breast_w;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990531829170024;test;0.711997205;6;8;104;8;8;490;binomial
505_tecator;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0656724469620875;train;1.17095418166667;5;200;410;16;18;168;continuous
505_tecator;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.118884700466229;test;1.17095418166667;5;200;410;16;18;168;continuous
cmc;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735830912368523;train;2.19994913166667;20;254;548;8;9;1032;multinomial
cmc;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722253291308944;test;2.19994913166667;20;254;548;8;9;1032;multinomial
heart_h;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125134405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952280277861673;train;1.621608005;20;48;880;11;12;206;binomial
heart_h;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125134405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911747516072472;test;1.621608005;20;48;880;11;12;206;binomial
706_sleuth_case1202;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467094697780894;train;1.32092742835;8;223;462;4;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.677108156322467;test;1.32092742835;8;223;462;4;6;66;continuous
tae;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.686273394606728;train;1.95991567166667;8;260;536;5;5;106;multinomial
tae;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772875816993464;test;1.95991567166667;8;260;536;5;5;106;multinomial
650_fri_c0_500_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310525248811814;train;3.26084036333333;12;324;672;8;50;350;continuous
650_fri_c0_500_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438711236832063;test;3.26084036333333;12;324;672;8;50;350;continuous
227_cpu_small;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.31805811664363;train;1.83328614166667;7;24;280;3;12;5735;continuous
227_cpu_small;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343143721562223;test;1.83328614166667;7;24;280;3;12;5735;continuous
dermatology;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.88820839666667;3;26;126;25;26;257;multinomial
dermatology;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986561666871744;test;2.88820839666667;3;26;126;25;26;257;multinomial
537_houses;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608423324962829;train;0.159915175;3;25;156;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602254463945264;test;0.159915175;3;25;156;5;5;14448;continuous
buggyCrx;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950294411349472;train;0.81878245;3;160;326;5;13;483;binomial
buggyCrx;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882079169116206;test;0.81878245;3;160;326;5;13;483;binomial
hypothyroid;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935475223681204;train;6.25127476666667;12;20;430;20;20;2215;binomial
hypothyroid;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920686110754208;test;6.25127476666667;12;20;430;20;20;2215;binomial
cloud;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.318718703333333;3;112;230;5;6;76;multinomial
cloud;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.318718703333333;3;112;230;5;6;76;multinomial
lupus;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.233772353333333;11;8;190;1;2;61;binomial
lupus;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793939393939394;test;0.233772353333333;11;8;190;1;2;61;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993421052631579;train;0.227399036666667;3;112;230;2;6;35;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888888888888889;test;0.227399036666667;3;112;230;2;6;35;binomial
crx;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95939979303208;train;1.044888115;3;160;326;10;13;483;binomial
crx;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914827719705768;test;1.044888115;3;160;326;10;13;483;binomial
646_fri_c3_500_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799296904096034;train;2.23130718833333;8;238;492;5;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805921104587623;test;2.23130718833333;8;238;492;5;10;350;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.692806325226844;train;1.88960050666667;8;260;536;2;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.864202094244465;test;1.88960050666667;8;260;536;2;25;70;continuous
breast_w;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987577639751553;train;0.27557019835;5;32;236;2;8;490;binomial
breast_w;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971796937953263;test;0.27557019835;5;32;236;2;8;490;binomial
598_fri_c0_1000_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327725891519936;train;1.230040345;3;160;326;5;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417880196357706;test;1.230040345;3;160;326;5;25;700;continuous
biomed;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972834967320262;train;1.10205541666667;5;200;410;5;8;147;binomial
biomed;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905701754385965;test;1.10205541666667;5;200;410;5;8;147;binomial
cleveland;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6566509772279;train;1.55289817166667;3;13;88;2;13;213;multinomial
cleveland;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67203253600823;test;1.55289817166667;3;13;88;2;13;213;multinomial
195_auto_price;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126091433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.363032416455105;train;0.150090691666667;3;45;176;7;9;112;continuous
195_auto_price;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126091433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48128124529745;test;0.150090691666667;3;45;176;7;9;112;continuous
687_sleuth_ex1605;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.637728806655288;train;0.731567788316667;18;20;672;2;4;44;continuous
687_sleuth_ex1605;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.577663448236491;test;0.731567788316667;18;20;672;2;4;44;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266857293074786;train;2.00865488833333;12;340;704;5;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368776935324702;test;2.00865488833333;12;340;704;5;25;350;continuous
segmentation;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997206701189382;train;2.718580005;7;208;430;12;13;1617;multinomial
segmentation;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99727418352549;test;2.718580005;7;208;430;12;13;1617;multinomial
562_cpu_small;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318860852039193;train;1.82550610333333;5;24;208;3;12;5735;continuous
562_cpu_small;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319969385545281;test;1.82550610333333;5;24;208;3;12;5735;continuous
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glass;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911941609068107;train;2.16797017668333;13;9;230;3;9;144;multinomial
glass;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.755856962822936;test;2.16797017668333;13;9;230;3;9;144;multinomial
biomed;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126095834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94703557312253;train;0.698248641666667;3;160;326;8;8;147;binomial
biomed;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126095834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972619047619048;test;0.698248641666667;3;160;326;8;8;147;binomial
analcatdata_happiness;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722771672771673;train;0.0308034883333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803968253968254;test;0.0308034883333333;3;3;24;1;3;42;multinomial
allbp;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98007908264136;train;22.5725642433333;10;25;388;23;25;2641;multinomial
allbp;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96986646510456;test;22.5725642433333;10;25;388;23;25;2641;multinomial
satimage;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978028696047066;train;0.97753732;8;25;278;23;25;4505;multinomial
satimage;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976312591681455;test;0.97753732;8;25;278;23;25;4505;multinomial
analcatdata_lawsuit;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.815635333333333;5;184;378;3;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967532467532468;test;0.815635333333333;5;184;378;3;4;185;binomial
573_cpu_act;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331030410136634;train;3.40685371666667;9;34;392;4;17;5735;continuous
573_cpu_act;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329298290527137;test;3.40685371666667;9;34;392;4;17;5735;continuous
wine_quality_red;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124162756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875134954127011;train;4.00008817666667;12;340;704;4;11;1120;multinomial
wine_quality_red;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124162756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.673594547650036;test;4.00008817666667;12;340;704;4;11;1120;multinomial
633_fri_c0_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483851350813543;train;0.906988253333333;3;160;326;19;25;350;continuous
633_fri_c0_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52400399207017;test;0.906988253333333;3;160;326;19;25;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844409619423367;train;0.590648185;6;20;250;10;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829781609172222;test;0.590648185;6;20;250;10;10;350;continuous
collins;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.27190621665;3;20;108;1;20;340;multinomial
collins;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.27190621665;3;20;108;1;20;340;multinomial
628_fri_c3_1000_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125094215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841999133889344;train;0.148717013333333;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125094215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823318701459649;test;0.148717013333333;3;25;156;5;5;700;continuous
phoneme;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802874123476378;train;1.262312765;9;5;96;5;5;3783;binomial
phoneme;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.800797563001938;test;1.262312765;9;5;96;5;5;3783;binomial
credit_a;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908563728047296;train;1.325405835;8;14;204;7;14;483;binomial
credit_a;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925673131237055;test;1.325405835;8;14;204;7;14;483;binomial
clean1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125182607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.48350699;3;112;230;90;90;334;binomial
clean1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125182607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.48350699;3;112;230;90;90;334;binomial
695_chatfield_4;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.360396999894545;train;0.414392656666667;8;45;376;4;9;165;continuous
695_chatfield_4;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.429774463730795;test;0.414392656666667;8;45;376;4;9;165;continuous
yeast;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905154288477065;train;0.165225171666667;5;8;88;7;8;1036;multinomial
yeast;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85675956224469;test;0.165225171666667;5;8;88;7;8;1036;multinomial
clean1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.391864691666667;3;112;230;10;92;334;binomial
clean1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.391864691666667;3;112;230;10;92;334;binomial
598_fri_c0_1000_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479664636033875;train;1.32412982833333;5;200;410;21;25;700;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540680276771561;test;1.32412982833333;5;200;410;21;25;700;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262406090224789;train;1.60796579333333;9;280;578;4;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.571844899214364;test;1.60796579333333;9;280;578;4;9;70;continuous
230_machine_cpu;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.285865109985207;train;0.64829548165;3;160;326;5;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.256582391298784;test;0.64829548165;3;160;326;5;6;147;continuous
663_rabe_266;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139890752385523;train;1.28584708833333;5;200;410;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.125820350196925;test;1.28584708833333;5;200;410;2;2;84;continuous
nikuradse_1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144090924272853;train;0.534808151666667;3;160;326;2;2;254;continuous
nikuradse_1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150069371539624;test;0.534808151666667;3;160;326;2;2;254;continuous
analcatdata_boxing2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747863247863248;train;0.368333236666667;14;12;328;1;3;93;binomial
analcatdata_boxing2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.585561497326203;test;0.368333236666667;14;12;328;1;3;93;binomial
562_cpu_small;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.347550005532747;train;0.679950951666667;3;24;102;1;12;5735;continuous
562_cpu_small;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.364528047703245;test;0.679950951666667;3;24;102;1;12;5735;continuous
706_sleuth_case1202;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125202332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.587060694745746;train;0.3420383;8;30;386;3;6;66;continuous
706_sleuth_case1202;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125202332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528712781209081;test;0.3420383;8;30;386;3;6;66;continuous
breast_w;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99038605416729;train;1.00788308001667;3;160;326;8;8;490;binomial
breast_w;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994490358126722;test;1.00788308001667;3;160;326;8;8;490;binomial
letter;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990646476819388;train;30.3287931616667;10;300;620;12;16;14000;multinomial
letter;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986262833063233;test;30.3287931616667;10;300;620;12;16;14000;multinomial
cleve;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905976806422837;train;1.58574300666667;11;288;598;12;13;213;binomial
cleve;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899554675903018;test;1.58574300666667;11;288;598;12;13;213;binomial
631_fri_c1_500_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790618207589053;train;0.208305123333333;6;25;282;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.884289617100212;test;0.208305123333333;6;25;282;5;5;350;continuous
cars;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889140216725761;train;0.755094511666667;3;7;50;7;7;275;multinomial
cars;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759874509803922;test;0.755094511666667;3;7;50;7;7;275;multinomial
schizo;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67628256865545;train;1.07203060333333;5;200;410;13;13;238;multinomial
schizo;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5662979913552;test;1.07203060333333;5;200;410;13;13;238;multinomial
biomed;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997753267973856;train;0.716161516666667;3;160;326;8;8;147;binomial
biomed;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944078947368421;test;0.716161516666667;3;160;326;8;8;147;binomial
1196_BNG_pharynx;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657177744330546;train;5.809994675;7;50;334;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657685911637083;test;5.809994675;7;50;334;10;10;700000;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786139392845534;train;0.212315773333333;3;90;186;25;50;700;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866758827013364;test;0.212315773333333;3;90;186;25;50;700;continuous
1030_ERA;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.728040019450919;train;0.692763781666667;3;160;326;2;4;700;continuous
1030_ERA;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.773916393261294;test;0.692763781666667;3;160;326;2;4;700;continuous
breast_cancer;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.745474588071478;train;1.31884913665;11;9;202;6;9;201;binomial
breast_cancer;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643408134642356;test;1.31884913665;11;9;202;6;9;201;binomial
haberman;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712790430181735;train;0.461407538333333;16;12;370;1;3;215;binomial
haberman;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.679108796296296;test;0.461407538333333;16;12;370;1;3;215;binomial
texture;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999798334057156;train;0.454643965;3;13;88;10;13;3850;multinomial
texture;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999019067570248;test;0.454643965;3;13;88;10;13;3850;multinomial
644_fri_c4_250_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.776656790417567;train;1.35777740833333;17;125;774;14;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.879175753953002;test;1.35777740833333;17;125;774;14;25;175;continuous
heart_c;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881977671451356;train;1.60314267666667;11;282;586;13;13;213;binomial
heart_c;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927601809954751;test;1.60314267666667;11;282;586;13;13;213;binomial
biomed;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91501976284585;train;1.28332277;6;188;388;5;8;147;binomial
biomed;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909523809523809;test;1.28332277;6;188;388;5;8;147;binomial
mfeat_morphological;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947787882742321;train;2.17316693333333;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941861061937915;test;2.17316693333333;3;3;24;3;3;1400;multinomial
597_fri_c2_500_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843252043000058;train;0.86075327;3;160;326;5;5;350;continuous
597_fri_c2_500_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89525564310735;test;0.86075327;3;160;326;5;5;350;continuous
analcatdata_germangss;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823880775375171;train;1.31375153166667;12;5;126;4;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.729924388055876;test;1.31375153166667;12;5;126;4;5;280;multinomial
collins;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999163404670267;train;10.4066137483333;3;20;118;18;20;340;multinomial
collins;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996565994392081;test;10.4066137483333;3;20;118;18;20;340;multinomial
1030_ERA;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.724429713352629;train;0.304684391666667;6;8;108;4;4;700;continuous
1030_ERA;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794688241583306;test;0.304684391666667;6;8;108;4;4;700;continuous
tokyo1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96490631317058;train;1.31825618;5;23;164;4;23;672;binomial
tokyo1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970467385721623;test;1.31825618;5;23;164;4;23;672;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999926563724451;train;2.25164980333333;3;160;326;10;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999879872382862;test;2.25164980333333;3;160;326;10;20;5702;binomial
analcatdata_japansolvent;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903508771929825;train;0.0842644916666667;3;3;24;2;3;37;binomial
analcatdata_japansolvent;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685185185185185;test;0.0842644916666667;3;3;24;2;3;37;binomial
lupus;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825514874141877;train;0.201631503333333;12;8;206;1;2;61;binomial
lupus;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.201631503333333;12;8;206;1;2;61;binomial
breast_w;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993677905944987;train;0.934132448333333;3;160;326;8;8;490;binomial
breast_w;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995668815471394;test;0.934132448333333;3;160;326;8;8;490;binomial
228_elusage;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287170652403342;train;0.550708861666667;3;160;326;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.51684905543877;test;0.550708861666667;3;160;326;1;1;39;continuous
heart_h;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947318311647096;train;1.56890761;9;12;224;9;12;206;binomial
heart_h;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892421833598304;test;1.56890761;9;12;224;9;12;206;binomial
mnist;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995628440800145;train;268.818736941667;0;100;200;654;658;49000;multinomial
mnist;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993415568683748;test;268.818736941667;0;100;200;654;658;49000;multinomial
654_fri_c0_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497617877612524;train;1.243994035;5;200;410;8;10;350;continuous
654_fri_c0_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.560347002165273;test;1.243994035;5;200;410;8;10;350;continuous
banana;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.497373509090525;train;4.84448341333333;20;492;1024;2;2;3710;binomial
banana;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.482656850192061;test;4.84448341333333;20;492;1024;2;2;3710;binomial
allhyper;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991229776112783;train;31.816789785;8;25;332;23;25;2640;multinomial
allhyper;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938926342588763;test;31.816789785;8;25;332;23;25;2640;multinomial
clean2;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970867988680748;train;3.717881515;6;220;452;103;103;4619;binomial
clean2;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96906235969659;test;3.717881515;6;220;452;103;103;4619;binomial
hungarian;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893896713615023;train;1.38590112666667;12;12;286;3;12;206;binomial
hungarian;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898652291105121;test;1.38590112666667;12;12;286;3;12;206;binomial
breast_cancer;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746217494089835;train;1.60333537833333;10;9;182;5;9;201;binomial
breast_cancer;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712;test;1.60333537833333;10;9;182;5;9;201;binomial
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294_satellite_image;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446189140265255;test;1.505705385;3;160;326;24;25;4505;continuous
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1196_BNG_pharynx;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656542237478638;train;5.47233199833333;7;50;334;10;10;700000;continuous
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641_fri_c1_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125210201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339289951513536;test;1.75747286333333;10;284;588;4;10;350;continuous
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dis;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744047918237413;train;2.106653035;20;100;880;18;25;2641;binomial
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4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.361286723327337;test;2.01932250833333;8;244;504;64;72;742;continuous
allhyper;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987818369096386;train;0.995361378333333;12;25;456;20;25;2640;multinomial
allhyper;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71044350117096;test;0.995361378333333;12;25;456;20;25;2640;multinomial
magic;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958741473589826;train;21.7036106466667;14;348;724;9;9;13314;binomial
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678_visualizing_environmental;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.665237703347777;test;0.579117116666667;3;160;326;3;3;78;continuous
lupus;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.852197802197802;train;2.29560387833333;20;385;810;1;2;61;binomial
lupus;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879084967320262;test;2.29560387833333;20;385;810;1;2;61;binomial
breast_w;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997063444560826;train;0.951290435;5;8;86;7;8;490;binomial
breast_w;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992129083038174;test;0.951290435;5;8;86;7;8;490;binomial
557_analcatdata_apnea1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.318776285681427;train;1.910343745;8;260;536;1;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.317103355092967;test;1.910343745;8;260;536;1;3;333;continuous
665_sleuth_case2002;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125110055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.555811941033696;train;0.606521953333333;3;160;326;1;6;103;continuous
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593_fri_c1_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.139398805534639;train;2.93473712666667;9;280;578;6;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297987533559986;test;2.93473712666667;9;280;578;6;10;700;continuous
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658_fri_c3_250_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817928998921004;train;0.16056840335;3;90;186;5;25;175;continuous
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620_fri_c1_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828271809818634;test;0.301223335;5;121;260;3;25;700;continuous
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574_house_16H;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483475050794568;train;3.459034055;3;30;146;15;15;15949;continuous
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605_fri_c2_250_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.740270071087189;train;1.26965667833333;8;50;360;25;25;175;continuous
605_fri_c2_250_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858191153290728;test;1.26965667833333;8;50;360;25;25;175;continuous
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584_fri_c4_500_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220172124385929;train;5.39040667333333;18;412;860;7;25;350;continuous
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564_fried;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510194074607049;test;0.632389171666667;10;50;460;5;10;28538;continuous
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617_fri_c3_500_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860387047884477;test;0.234215115;6;25;282;5;5;350;continuous
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616_fri_c4_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223748333189637;train;1.39179794333333;5;200;410;5;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34716717284398;test;1.39179794333333;5;200;410;5;50;350;continuous
603_fri_c0_250_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44924065281629;train;1.39667219833333;6;220;452;39;50;175;continuous
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604_fri_c4_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125192922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868260634086388;train;1.21742517333333;7;20;290;5;10;350;continuous
604_fri_c4_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125192922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843268430316039;test;1.21742517333333;7;20;290;5;10;350;continuous
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608_fri_c3_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858091334340285;test;0.127402651666667;3;50;166;5;10;700;continuous
613_fri_c3_250_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234978718694612;train;1.06656351;6;220;452;3;4;175;continuous
613_fri_c3_250_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3800949025588;test;1.06656351;6;220;452;3;4;175;continuous
analcatdata_japansolvent;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87719298245614;train;0.633712755;3;160;326;2;3;37;binomial
analcatdata_japansolvent;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907407407407407;test;0.633712755;3;160;326;2;3;37;binomial
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124204807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215536049515805;train;6.51251528498333;16;372;776;6;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124204807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298519748130765;test;6.51251528498333;16;372;776;6;50;700;continuous
allbp;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970755678572998;train;30.6293915666667;8;25;302;15;25;2641;multinomial
allbp;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949596875787352;test;30.6293915666667;8;25;302;15;25;2641;multinomial
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.114707275059518;train;2.377609835;14;300;628;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146066870549386;test;2.377609835;14;300;628;3;3;333;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124175039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833959482545671;train;2.14642779;8;260;536;27;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124175039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868659914073587;test;2.14642779;8;260;536;27;50;700;continuous
saheart;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791429165799875;train;0.52146229;9;36;410;9;9;324;binomial
saheart;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796176821983274;test;0.52146229;9;36;410;9;9;324;binomial
hypothyroid;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926864156515319;train;3.19196883666667;11;314;650;9;20;2215;binomial
hypothyroid;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925555698316844;test;3.19196883666667;11;314;650;9;20;2215;binomial
643_fri_c2_500_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85717289324707;train;2.46622966666667;11;50;486;12;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.900665694427832;test;2.46622966666667;11;50;486;12;25;350;continuous
607_fri_c4_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819084569959788;train;0.787337085;3;160;326;4;50;700;continuous
607_fri_c4_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870315986377178;test;0.787337085;3;160;326;4;50;700;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.443458369631353;train;0.229559226666667;3;90;186;23;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.537639345182792;test;0.229559226666667;3;90;186;23;50;350;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.228636128856055;train;0.50986591;6;6;84;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.175680953485611;test;0.50986591;6;6;84;3;3;333;continuous
230_machine_cpu;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.242267468872424;train;0.26732320165;6;30;292;6;6;147;continuous
230_machine_cpu;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.218505468264559;test;0.26732320165;6;30;292;6;6;147;continuous
horse_colic;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937746206005812;train;1.12220089666667;5;200;410;12;22;258;binomial
horse_colic;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.874867444326617;test;1.12220089666667;5;200;410;12;22;258;binomial
606_fri_c2_1000_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125175523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802924575143801;train;1.54348355001667;7;20;294;8;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125175523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804368035220236;test;1.54348355001667;7;20;294;8;10;700;continuous
653_fri_c0_250_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441493942112651;train;1.25229560166667;5;200;410;16;25;175;continuous
653_fri_c0_250_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528878242978375;test;1.25229560166667;5;200;410;16;25;175;continuous
analcatdata_authorship;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.00246363666667;3;63;138;68;70;589;multinomial
analcatdata_authorship;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999516601272219;test;4.00246363666667;3;63;138;68;70;589;multinomial
634_fri_c2_100_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.760483874520253;train;0.864261305;3;160;326;4;9;70;continuous
634_fri_c2_100_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768721970841948;test;0.864261305;3;160;326;4;9;70;continuous
648_fri_c1_250_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743678931781017;train;0.960777305;3;72;150;39;50;175;continuous
648_fri_c1_250_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830869463284845;test;0.960777305;3;72;150;39;50;175;continuous
cars;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841247285828567;train;0.718205515;3;160;326;2;6;275;multinomial
cars;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.810257255031162;test;0.718205515;3;160;326;2;6;275;multinomial
yeast;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883699380666176;train;7.73344812;10;8;168;7;8;1036;multinomial
yeast;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851475962567174;test;7.73344812;10;8;168;7;8;1036;multinomial
prnn_synth;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125142205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940915032679739;train;0.12387701;7;8;128;2;2;175;binomial
prnn_synth;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125142205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92;test;0.12387701;7;8;128;2;2;175;binomial
615_fri_c4_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.924734872101364;train;0.840614796666667;3;160;326;2;10;175;continuous
615_fri_c4_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.903216700277601;test;0.840614796666667;3;160;326;2;10;175;continuous
mfeat_zernike;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985902310319776;train;2.77165748333333;3;160;326;33;33;1400;multinomial
mfeat_zernike;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980311163355766;test;2.77165748333333;3;160;326;33;33;1400;multinomial
analcatdata_germangss;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124180200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.73103558207528;train;1.447905005;6;220;452;1;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124180200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.707241098493417;test;1.447905005;6;220;452;1;5;280;multinomial
666_rmftsa_ladata;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.586871420559098;train;0.673262721666667;10;50;460;1;10;356;continuous
666_rmftsa_ladata;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.654037801123055;test;0.673262721666667;10;50;460;1;10;356;continuous
heart_c;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931478848204764;train;0.973275878333333;7;13;188;8;13;213;binomial
heart_c;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901443504230961;test;0.973275878333333;7;13;188;8;13;213;binomial
breast_w;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126094715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997007332036511;train;1.68148545833333;7;8;118;8;8;490;binomial
breast_w;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126094715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992227469500197;test;1.68148545833333;7;8;118;8;8;490;binomial
breast_cancer;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764442587729769;train;0.598358078333333;10;36;452;4;9;201;binomial
breast_cancer;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.641786179921773;test;0.598358078333333;10;36;452;4;9;201;binomial
616_fri_c4_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823155849941781;train;0.49867568;10;166;352;9;49;350;continuous
616_fri_c4_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839599434564403;test;0.49867568;10;166;352;9;49;350;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818939540235802;train;0.533933653333333;3;20;132;4;10;700;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882636432514474;test;0.533933653333333;3;20;132;4;10;700;continuous
695_chatfield_4;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.317020046501468;train;0.892504969983333;10;14;296;2;7;165;continuous
695_chatfield_4;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336503794597628;test;0.892504969983333;10;14;296;2;7;165;continuous
analcatdata_boxing2;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.618471035137702;train;0.662776771666667;3;160;326;2;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.618983957219251;test;0.662776771666667;3;160;326;2;3;93;binomial
fars;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856380964074953;train;136.112610886667;1;21;52;12;21;70678;multinomial
fars;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845765177432356;test;136.112610886667;1;21;52;12;21;70678;multinomial
605_fri_c2_250_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.781148057355321;train;1.445943905;6;220;452;18;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831853641334985;test;1.445943905;6;220;452;18;25;175;continuous
197_cpu_act;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.275837562273751;train;3.27321374668333;20;292;624;3;16;5735;continuous
197_cpu_act;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.279579312414986;test;3.27321374668333;20;292;624;3;16;5735;continuous
210_cloud;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245437205498523;train;0.672218223333333;3;160;326;5;5;76;continuous
210_cloud;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271974948271172;test;0.672218223333333;3;160;326;5;5;76;continuous
prnn_crabs;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985702614379085;train;1.03551860666667;3;160;326;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978794642857143;test;1.03551860666667;3;160;326;2;3;140;binomial
651_fri_c0_100_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125095011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488379998234597;train;1.65370672166667;8;260;536;20;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125095011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481388186482438;test;1.65370672166667;8;260;536;20;25;70;continuous
ecoli;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97631874298541;train;0.100732455;8;5;86;4;5;229;multinomial
ecoli;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979852615178702;test;0.100732455;8;5;86;4;5;229;multinomial
Hill_Valley_without_noise;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52730199256258;train;0.0305191483333333;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.462968607131972;test;0.0305191483333333;3;4;32;1;1;849;binomial
645_fri_c3_500_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798677768947572;train;0.241020451666667;3;90;186;5;50;350;continuous
645_fri_c3_500_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798823888900304;test;0.241020451666667;3;90;186;5;50;350;continuous
buggyCrx;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91369818093956;train;3.29058626666667;13;13;340;5;13;483;binomial
buggyCrx;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914657666345227;test;3.29058626666667;13;13;340;5;13;483;binomial
1191_BNG_pbc;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794367839521702;train;31.9005439733333;5;36;230;18;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795492200685221;test;31.9005439733333;5;36;230;18;18;700000;continuous
backache;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.73652946333333;15;345;720;31;31;126;binomial
backache;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677083333333333;test;2.73652946333333;15;345;720;31;31;126;binomial
backache;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998863636363636;train;3.64625192;20;468;976;10;31;126;binomial
backache;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.558024691358025;test;3.64625192;20;468;976;10;31;126;binomial
564_fried;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472528974412809;train;10.4668584000167;9;20;366;10;10;28538;continuous
564_fried;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475079222497907;test;10.4668584000167;9;20;366;10;10;28538;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815057294849926;train;1.80900390166667;6;220;452;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856477553434366;test;1.80900390166667;6;220;452;5;5;350;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785779973059064;train;1.13528517333333;3;160;326;3;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84030628740165;test;1.13528517333333;3;160;326;3;10;175;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780342737573178;train;0.686919751666667;3;160;326;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.910768354100736;test;0.686919751666667;3;160;326;4;4;70;continuous
1089_USCrime;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297801187226089;train;0.618407378333333;3;160;326;6;6;33;continuous
1089_USCrime;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459837887655471;test;0.618407378333333;3;160;326;6;6;33;continuous
pendigits;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997891283481397;train;39.58802034335;2;16;66;16;16;7695;multinomial
pendigits;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997969521992878;test;39.58802034335;2;16;66;16;16;7695;multinomial
allhyper;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945048886251349;train;5.98039646333333;14;380;788;23;24;2640;multinomial
allhyper;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987470862470862;test;5.98039646333333;14;380;788;23;24;2640;multinomial
clean1;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.747564346666667;3;160;326;1;88;334;binomial
clean1;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.747564346666667;3;160;326;1;88;334;binomial
analcatdata_boxing1;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.690123456790123;train;1.06819785833333;3;160;326;3;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.597222222222222;test;1.06819785833333;3;160;326;3;3;84;binomial
650_fri_c0_500_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441061495389526;train;1.84553838833333;12;260;544;41;50;350;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.501990659517066;test;1.84553838833333;12;260;544;41;50;350;continuous
623_fri_c4_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824783996477101;train;0.21483813;5;50;250;9;10;700;continuous
623_fri_c4_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813980852255236;test;0.21483813;5;50;250;9;10;700;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.353663531964616;train;0.954802421666667;3;160;326;5;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.375455317333607;test;0.954802421666667;3;160;326;5;9;165;continuous
562_cpu_small;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315567142055104;train;0.501770118333333;10;60;470;3;12;5735;continuous
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616_fri_c4_500_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401715645606841;test;0.800219521666667;3;160;326;5;50;350;continuous
wine_quality_white;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126094211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636011464313135;train;4.32481066;3;11;72;1;11;3429;multinomial
wine_quality_white;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126094211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.600581596104869;test;4.32481066;3;11;72;1;11;3429;multinomial
confidence;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943611111111111;train;1.37380149168333;5;200;410;1;1;51;multinomial
confidence;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922222222222222;test;1.37380149168333;5;200;410;1;1;51;multinomial
allrep;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125204025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963263253449528;train;1.61653802333333;16;24;656;20;24;2641;multinomial
allrep;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125204025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959120749848209;test;1.61653802333333;16;24;656;20;24;2641;multinomial
breast_cancer;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.771394799054374;train;1.07278447;5;200;410;8;9;201;binomial
breast_cancer;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.684;test;1.07278447;5;200;410;8;9;201;binomial
605_fri_c2_250_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.295195749768336;train;1.93006229833333;11;320;662;22;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.530978256805247;test;1.93006229833333;11;320;662;22;25;175;continuous
1191_BNG_pbc;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780234420205356;train;3.24408601166667;3;85;176;18;18;700000;continuous
1191_BNG_pbc;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778963097229183;test;3.24408601166667;3;85;176;18;18;700000;continuous
547_no2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124213115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.637289408811702;train;1.63997186833333;7;224;462;5;7;350;continuous
547_no2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124213115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.706096300755969;test;1.63997186833333;7;224;462;5;7;350;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.217432435208619;train;0.224713308333333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.195095999634173;test;0.224713308333333;3;6;48;3;3;333;continuous
breast_cancer_wisconsin;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9960587409567;train;0.177347501666667;3;80;166;17;23;399;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985054945054945;test;0.177347501666667;3;80;166;17;23;399;binomial
allhypo;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989127517006803;train;5.63879423166667;15;352;734;11;25;2639;multinomial
allhypo;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952410750602296;test;5.63879423166667;15;352;734;11;25;2639;multinomial
auto;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854238002509279;train;0.137615085;3;22;110;5;22;142;multinomial
auto;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846626050420168;test;0.137615085;3;22;110;5;22;142;multinomial
allhypo;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975926530612245;train;2.15988683333333;3;160;326;2;25;2639;multinomial
allhypo;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936300083117604;test;2.15988683333333;3;160;326;2;25;2639;multinomial
allrep;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126102629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954133693381496;train;3.72779435333333;13;316;658;2;24;2641;multinomial
allrep;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126102629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93861889064715;test;3.72779435333333;13;316;658;2;24;2641;multinomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854838709677419;train;0.851341995;3;160;326;2;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874074074074074;test;0.851341995;3;160;326;2;3;59;binomial
633_fri_c0_500_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505515702507434;train;2.82070491166667;10;50;444;12;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.533593666548934;test;2.82070491166667;10;50;444;12;25;350;continuous
wine_recognition;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0884224566666667;3;13;86;6;13;125;multinomial
wine_recognition;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99520202020202;test;0.0884224566666667;3;13;86;6;13;125;multinomial
616_fri_c4_500_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280009869360791;train;1.61147859833333;8;228;472;5;49;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389520701671195;test;1.61147859833333;8;228;472;5;49;350;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150818161241475;train;2.36751952166667;13;304;634;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288139552842995;test;2.36751952166667;13;304;634;5;5;700;continuous
1595_poker;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814367702074967;train;30.0929124666667;7;240;494;6;10;717507;continuous
1595_poker;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813282797861426;test;30.0929124666667;7;240;494;6;10;717507;continuous
breast_w;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986430121203053;train;0.687836815;3;160;326;2;8;490;binomial
breast_w;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985586383313656;test;0.687836815;3;160;326;2;8;490;binomial
584_fri_c4_500_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186345859095874;train;2.77362451666667;13;328;682;3;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303506343877539;test;2.77362451666667;13;328;682;3;25;350;continuous
prnn_synth;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940392156862745;train;0.10133934;5;8;96;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917857142857143;test;0.10133934;5;8;96;2;2;175;binomial
appendicitis;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885555555555556;train;0.0910128683333333;3;16;114;3;4;75;binomial
appendicitis;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.606666666666667;test;0.0910128683333333;3;16;114;3;4;75;binomial
fars;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912960486221486;train;33.1853617616667;1;120;242;21;21;70678;multinomial
fars;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892864127411293;test;33.1853617616667;1;120;242;21;21;70678;multinomial
592_fri_c4_1000_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124165805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835320438923869;train;0.176228961666667;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124165805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858844748259809;test;0.176228961666667;3;85;176;5;25;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8366479675604;train;0.66966493165;13;50;586;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831959386127009;test;0.66966493165;13;50;586;5;10;700;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.61983473206619;train;1.96595823833333;3;18;94;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.623065754909888;test;1.96595823833333;3;18;94;8;9;21773;continuous
allbp;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125180642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99080172879085;train;1.88946898166667;3;160;326;2;25;2641;multinomial
allbp;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125180642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895354800238521;test;1.88946898166667;3;160;326;2;25;2641;multinomial
penguins;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126090952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0531584433333333;3;7;48;4;7;241;multinomial
penguins;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126090952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0531584433333333;3;7;48;4;7;241;multinomial
537_houses;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619824111338074;train;1.93578593833333;3;160;326;5;5;14448;continuous
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vehicle;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948016962819581;train;1.66032192166667;3;13;82;13;13;593;multinomial
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588_fri_c4_1000_100;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820601628563859;train;0.678317681666667;3;72;150;5;100;700;continuous
588_fri_c4_1000_100;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.912433307481409;test;0.678317681666667;3;72;150;5;100;700;continuous
cars;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829805850279988;train;0.635995848333333;3;160;326;2;6;275;multinomial
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583_fri_c1_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821612218033872;train;0.250618276666667;3;90;186;10;50;700;continuous
583_fri_c1_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822400940610341;test;0.250618276666667;3;90;186;10;50;700;continuous
coil2000;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124211217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764372671234053;train;9.32309013168333;20;360;760;16;59;6876;binomial
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712_chscase_geyser1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580074562365018;test;0.170077206666667;7;10;158;2;2;156;continuous
1191_BNG_pbc;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780065730953407;train;5.93858326333333;7;90;344;18;18;700000;continuous
1191_BNG_pbc;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779419164320354;test;5.93858326333333;7;90;344;18;18;700000;continuous
195_auto_price;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207371360883386;train;3.2714603;20;479;998;6;10;112;continuous
195_auto_price;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267698666388759;test;3.2714603;20;479;998;6;10;112;continuous
texture;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125204006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999944281234733;train;0.489671656666667;5;12;130;11;12;3850;multinomial
texture;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125204006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999594177191404;test;0.489671656666667;5;12;130;11;12;3850;multinomial
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579_fri_c0_250_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458288281381261;train;0.117101833333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.597242562632669;test;0.117101833333333;3;25;156;5;5;175;continuous
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593_fri_c1_1000_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832939536982019;test;0.604423238333333;11;50;502;3;10;700;continuous
1089_USCrime;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125185644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.40718065729847;train;0.235290635;9;6;120;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125185644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.40014577216806;test;0.235290635;9;6;120;3;3;33;continuous
waveform_40;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969364351446951;train;10.0326063633333;3;39;136;27;40;3500;multinomial
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607_fri_c4_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219838823396651;train;2.91204416333333;3;160;326;10;49;700;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387021485198957;test;2.91204416333333;3;160;326;10;49;700;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.764250513326383;train;2.77586962833333;11;320;662;44;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830064776584079;test;2.77586962833333;11;320;662;44;50;175;continuous
503_wind;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457838192198844;train;2.63294500166667;6;28;242;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453119131822868;test;2.63294500166667;6;28;242;14;14;4602;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4595144017759;train;0.256347058333333;7;25;324;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525252431632716;test;0.256347058333333;7;25;324;5;5;700;continuous
spambase;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895947811943317;train;1.82464862;3;48;136;2;55;3221;binomial
spambase;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876896493869556;test;1.82464862;3;48;136;2;55;3221;binomial
650_fri_c0_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.426120702686833;train;0.876731013333333;3;160;326;40;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.559359840737696;test;0.876731013333333;3;160;326;40;50;350;continuous
573_cpu_act;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.281074528149799;train;2.503000655;6;220;452;4;17;5735;continuous
573_cpu_act;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.288289587322627;test;2.503000655;6;220;452;4;17;5735;continuous
mfeat_karhunen;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99955559081286;train;2.50069527333333;3;160;326;59;64;1400;multinomial
mfeat_karhunen;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997481837775294;test;2.50069527333333;3;160;326;59;64;1400;multinomial
1193_BNG_lowbwt;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.626890056759902;train;4.586864565;10;231;482;8;9;21773;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.627804308036382;test;4.586864565;10;231;482;8;9;21773;continuous
breast_cancer;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.791666666666667;train;0.689656183333333;3;160;326;4;9;201;binomial
breast_cancer;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.702333333333333;test;0.689656183333333;3;160;326;4;9;201;binomial
pendigits;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99908880719617;train;6.444590965;3;160;326;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998836189485335;test;6.444590965;3;160;326;16;16;7695;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125205154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99888937298465;train;27.7568793666667;3;61;138;26;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125205154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995858160934319;test;27.7568793666667;3;61;138;26;64;1400;multinomial
german;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816984998453449;train;1.31459056166667;15;80;670;7;20;700;binomial
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612_fri_c1_1000_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150814689622315;train;2.85948130666667;13;328;682;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264796651174987;test;2.85948130666667;13;328;682;5;5;700;continuous
644_fri_c4_250_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829669054986443;train;1.002749435;13;125;606;4;25;175;continuous
644_fri_c4_250_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908408101607318;test;1.002749435;13;125;606;4;25;175;continuous
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adult;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895717401929831;test;36.6547432983333;2;12;54;12;12;34190;binomial
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1191_BNG_pbc;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825681747218224;test;42.517162985;1;120;242;18;18;700000;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402327420177381;train;0.599842241666667;3;160;326;10;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.46847107644713;test;0.599842241666667;3;160;326;10;10;175;continuous
agaricus_lepiota;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.37848348;3;160;326;20;20;5702;binomial
agaricus_lepiota;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.37848348;3;160;326;20;20;5702;binomial
635_fri_c0_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358854680559928;train;0.61489643;3;160;326;5;10;175;continuous
635_fri_c0_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443080479088383;test;0.61489643;3;160;326;5;10;175;continuous
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sonar;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125154727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999624060150376;train;2.72400294;13;360;746;57;60;146;binomial
sonar;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125154727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847619047619048;test;2.72400294;13;360;746;57;60;146;binomial
527_analcatdata_election2000;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.304077629635714;train;1.02606940666667;8;254;524;1;1;47;continuous
527_analcatdata_election2000;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;6.80917178348402;test;1.02606940666667;8;254;524;1;1;47;continuous
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613_fri_c3_250_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798476801513404;train;0.884884876666667;3;160;326;4;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810771310875297;test;0.884884876666667;3;160;326;4;5;175;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824753179092802;train;0.621174436666667;3;72;150;4;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845148673886625;test;0.621174436666667;3;72;150;4;50;350;continuous
analcatdata_japansolvent;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125124500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891812865497076;train;0.127871019983333;5;3;36;2;3;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125124500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.962962962962963;test;0.127871019983333;5;3;36;2;3;37;binomial
192_vineyard;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843483901762677;train;1.546675245;12;331;688;1;2;37;continuous
192_vineyard;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825656734295794;test;1.546675245;12;331;688;1;2;37;continuous
197_cpu_act;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157276135575588;train;8.60378712166667;6;220;452;10;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19678542786151;test;8.60378712166667;6;220;452;10;17;5735;continuous
ionosphere;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125133747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93061829474873;train;0.644725441666667;3;160;326;32;32;246;binomial
ionosphere;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125133747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822700911350456;test;0.644725441666667;3;160;326;32;32;246;binomial
cleveland;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792949295718526;train;0.42279024;11;13;280;7;13;213;multinomial
cleveland;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.606681732580038;test;0.42279024;11;13;280;7;13;213;multinomial
credit_g;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844243447729723;train;0.825684061666667;3;160;326;20;20;700;binomial
credit_g;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.787463216922992;test;0.825684061666667;3;160;326;20;20;700;binomial
646_fri_c3_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790099414133715;train;1.03847742833333;11;18;410;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840994499640395;test;1.03847742833333;11;18;410;5;9;350;continuous
yeast;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887409904548375;train;2.53957342833333;9;200;418;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882081725445004;test;2.53957342833333;9;200;418;7;8;1036;multinomial
backache;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125105535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992444684295737;train;0.88000616;3;160;326;32;32;126;binomial
backache;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125105535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.660326086956522;test;0.88000616;3;160;326;32;32;126;binomial
credit_a;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899140519830175;train;0.233659121666667;3;52;166;2;13;483;binomial
credit_a;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901494696239151;test;0.233659121666667;3;52;166;2;13;483;binomial
analcatdata_authorship;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.12869303;3;160;326;51;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999866238630284;test;1.12869303;3;160;326;51;70;589;multinomial
594_fri_c2_100_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811590168798759;train;0.833345038333333;3;160;326;5;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.12061566983977;test;0.833345038333333;3;160;326;5;5;70;continuous
allrep;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918268596313162;train;31.66401118;10;24;412;15;24;2641;multinomial
allrep;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913981592194901;test;31.66401118;10;24;412;15;24;2641;multinomial
segmentation;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997374018118591;train;6.72326588833333;3;13;88;9;13;1617;multinomial
segmentation;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996744606281453;test;6.72326588833333;3;13;88;9;13;1617;multinomial
schizo;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125132110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.664381679194151;train;2.37062910666667;11;13;258;3;13;238;multinomial
schizo;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125132110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.589546485260771;test;2.37062910666667;11;13;258;3;13;238;multinomial
churn;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86683001773545;train;2.049659695;20;60;880;8;15;3500;binomial
churn;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86;test;2.049659695;20;60;880;8;15;3500;binomial
auto;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918726119894598;train;0.835568751666667;3;160;326;16;21;142;multinomial
auto;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835536659108088;test;0.835568751666667;3;160;326;16;21;142;multinomial
dermatology;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126103411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999207342511473;train;2.18630631331667;3;26;126;20;26;257;multinomial
dermatology;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126103411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969384167368663;test;2.18630631331667;3;26;126;20;26;257;multinomial
analcatdata_lawsuit;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995080500894454;train;0.112621353333333;3;16;120;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.112621353333333;3;16;120;2;4;185;binomial
mfeat_factors;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;32.0838295333333;3;66;138;135;135;1400;multinomial
mfeat_factors;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998916741253564;test;32.0838295333333;3;66;138;135;135;1400;multinomial
allhypo;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841435996431428;train;3.62458629333333;8;244;504;15;24;2639;multinomial
allhypo;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.769907164928931;test;3.62458629333333;8;244;504;15;24;2639;multinomial
yeast;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905154288477065;train;0.341863405;8;8;136;7;8;1036;multinomial
yeast;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85675956224469;test;0.341863405;8;8;136;7;8;1036;multinomial
sleep;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865776756408229;train;2.75939430166667;5;13;134;9;13;74136;multinomial
sleep;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864156945004303;test;2.75939430166667;5;13;134;9;13;74136;multinomial
analcatdata_aids;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740131578947369;train;4.29018992501667;20;500;1040;1;3;35;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.574074074074074;test;4.29018992501667;20;500;1040;1;3;35;binomial
Hill_Valley_with_noise;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124155627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.53989940486765;train;1.53332458333333;7;240;494;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124155627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.529266808640097;test;1.53332458333333;7;240;494;1;1;849;binomial
620_fri_c1_1000_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867510278835402;train;0.650035998333333;3;50;146;20;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806045888728729;test;0.650035998333333;3;50;146;20;25;700;continuous
allrep;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126093303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968561493813116;train;3.61102549166667;11;240;502;22;25;2641;multinomial
allrep;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126093303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919141183524745;test;3.61102549166667;11;240;502;22;25;2641;multinomial
581_fri_c3_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212443196044191;train;1.43130701;6;220;452;5;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413462011953774;test;1.43130701;6;220;452;5;25;350;continuous
mfeat_fourier;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97616747067231;train;5.38940680833333;8;260;536;21;76;1400;multinomial
mfeat_fourier;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965046799097172;test;5.38940680833333;8;260;536;21;76;1400;multinomial
537_houses;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.57713424653908;train;3.15268526833333;5;200;410;6;6;14448;continuous
537_houses;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.578783839724716;test;3.15268526833333;5;200;410;6;6;14448;continuous
lupus;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864219114219114;train;0.052262525;3;3;24;1;3;61;binomial
lupus;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85207100591716;test;0.052262525;3;3;24;1;3;61;binomial
mfeat_morphological;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915808197968362;train;0.0382356183333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916158922725028;test;0.0382356183333333;3;2;16;2;2;1400;multinomial
612_fri_c1_1000_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847189489907446;train;1.83868841666667;7;240;494;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841904803144806;test;1.83868841666667;7;240;494;5;5;700;continuous
saheart;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.755315165383815;train;0.609411351666667;3;160;326;6;9;324;binomial
saheart;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.740979689366786;test;0.609411351666667;3;160;326;6;9;324;binomial
604_fri_c4_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860906969464865;train;0.85394126;3;160;326;5;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816507774092637;test;0.85394126;3;160;326;5;10;350;continuous
glass2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979282622139765;train;1.84710718335;10;300;620;5;9;115;binomial
glass2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911816578483245;test;1.84710718335;10;300;620;5;9;115;binomial
695_chatfield_4;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.325653596985823;train;1.67210730166667;7;18;266;6;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.359363210688395;test;1.67210730166667;7;18;266;6;9;165;continuous
churn;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952262408078496;train;5.18925747333333;18;342;720;8;15;3500;binomial
churn;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896646676111223;test;5.18925747333333;18;342;720;8;15;3500;binomial
heart_c;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926546391752577;train;1.07539764166667;5;13;138;6;13;213;binomial
heart_c;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895968143354903;test;1.07539764166667;5;13;138;6;13;213;binomial
agaricus_lepiota;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.45981132165;3;20;70;20;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.45981132165;3;20;70;20;20;5702;binomial
analcatdata_creditscore;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.09740185;3;24;100;6;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.09740185;3;24;100;6;6;70;binomial
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446301045332639;train;0.485315138333333;6;150;312;33;70;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.424251970831856;test;0.485315138333333;6;150;312;33;70;742;continuous
647_fri_c1_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801490125677718;train;0.873681088333333;6;20;254;9;10;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847104893384242;test;0.873681088333333;6;20;254;9;10;175;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.534480873273516;train;0.917402885;5;200;410;1;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.65650434595597;test;0.917402885;5;200;410;1;6;66;continuous
new_thyroid;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98480334240852;train;0.355421891666667;6;5;66;1;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968085106382979;test;0.355421891666667;6;5;66;1;5;151;multinomial
haberman;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8025;train;2.34376372666667;12;340;704;3;3;215;binomial
haberman;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.68905325443787;test;2.34376372666667;12;340;704;3;3;215;binomial
iris;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992901992901993;train;0.162223045016667;3;3;24;1;3;105;multinomial
iris;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993966817496229;test;0.162223045016667;3;3;24;1;3;105;multinomial
547_no2;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.654045834530458;train;0.353669475;7;35;334;7;7;350;continuous
547_no2;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.667379443460281;test;0.353669475;7;35;334;7;7;350;continuous
prnn_crabs;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978656045751634;train;0.62281715;3;160;326;4;4;140;binomial
prnn_crabs;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9296875;test;0.62281715;3;160;326;4;4;140;binomial
saheart;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814900548696845;train;1.42293659333333;16;9;286;8;9;324;binomial
saheart;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725626118067979;test;1.42293659333333;16;9;286;8;9;324;binomial
heart_statlog;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925517551755176;train;1.08515422666667;5;200;410;9;13;189;binomial
heart_statlog;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903698979591837;test;1.08515422666667;5;200;410;9;13;189;binomial
mfeat_karhunen;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997873415749284;train;19.4370344783333;3;58;138;20;64;1400;multinomial
mfeat_karhunen;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997671039144107;test;19.4370344783333;3;58;138;20;64;1400;multinomial
1199_BNG_echoMonths;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.712819436046648;train;2.46829412;5;184;378;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.706965236430323;test;2.46829412;5;184;378;9;9;12248;continuous
analcatdata_cyyoung9302;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125202201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906804733727811;train;0.650892488333333;3;160;326;2;6;65;binomial
analcatdata_cyyoung9302;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125202201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.714285714285714;test;0.650892488333333;3;160;326;2;6;65;binomial
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540175393325384;train;0.750804186666667;3;49;146;17;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.531555350740402;test;0.750804186666667;3;49;146;17;25;700;continuous
210_cloud;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.254546058449024;train;0.601929164983333;13;25;576;3;5;76;continuous
210_cloud;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.390926278488982;test;0.601929164983333;13;25;576;3;5;76;continuous
654_fri_c0_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125143242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509672174894241;train;1.63606151166667;11;20;452;10;10;350;continuous
654_fri_c0_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125143242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.575542647532019;test;1.63606151166667;11;20;452;10;10;350;continuous
new_thyroid;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125192557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.03836034;3;5;36;3;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125192557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99802371541502;test;0.03836034;3;5;36;3;5;151;multinomial
602_fri_c3_250_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206358378688837;train;2.559910805;20;410;860;4;9;175;continuous
602_fri_c3_250_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372633069355715;test;2.559910805;20;410;860;4;9;175;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828595173018315;train;1.230488835;5;50;234;18;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891324144644672;test;1.230488835;5;50;234;18;25;350;continuous
cleveland;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688798342682958;train;6.12275256166667;13;13;318;5;13;213;multinomial
cleveland;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67651266718107;test;6.12275256166667;13;13;318;5;13;213;multinomial
cloud;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125203707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993574134199134;train;1.86282053;9;264;546;1;7;76;multinomial
cloud;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125203707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904698129251701;test;1.86282053;9;264;546;1;7;76;multinomial
mfeat_factors;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.163281005;5;93;222;38;134;1400;multinomial
mfeat_factors;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986928515768215;test;1.163281005;5;93;222;38;134;1400;multinomial
646_fri_c3_500_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791308888080441;train;0.870499781666667;3;160;326;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84288217785592;test;0.870499781666667;3;160;326;5;9;350;continuous
574_house_16H;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321825061178907;train;31.606172505;11;320;662;15;15;15949;continuous
574_house_16H;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3925144349455;test;31.606172505;11;320;662;15;15;15949;continuous
buggyCrx;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915898657277968;train;2.117832525;10;13;264;10;13;483;binomial
buggyCrx;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909064609450338;test;2.117832525;10;13;264;10;13;483;binomial
583_fri_c1_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251835060626264;train;1.74105245666667;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347991237406508;test;1.74105245666667;3;160;326;5;50;700;continuous
analcatdata_japansolvent;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919642857142857;train;0.285293785;11;4;94;3;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;0.285293785;11;4;94;3;4;37;binomial
satimage;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994053056987992;train;4.61120150666667;6;220;452;9;25;4505;multinomial
satimage;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982939587061521;test;4.61120150666667;6;220;452;9;25;4505;multinomial
624_fri_c0_100_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477900674181017;train;1.81563907333333;6;204;420;5;5;70;continuous
624_fri_c0_100_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.560305092093077;test;1.81563907333333;6;204;420;5;5;70;continuous
227_cpu_small;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.347492663143197;train;0.983990676666667;3;23;104;1;12;5735;continuous
227_cpu_small;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.354215679036034;test;0.983990676666667;3;23;104;1;12;5735;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838783277620491;train;0.331269751666667;10;25;450;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817343625487446;test;0.331269751666667;10;25;450;5;5;350;continuous
texture;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999948195829735;train;0.383329376666667;3;12;78;11;12;3850;multinomial
texture;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999313606984881;test;0.383329376666667;3;12;78;11;12;3850;multinomial
624_fri_c0_100_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520013522051565;train;0.0986583466666667;3;10;76;5;5;70;continuous
624_fri_c0_100_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490421789088884;test;0.0986583466666667;3;10;76;5;5;70;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460765661232599;train;0.343654151666667;3;10;72;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433708247889091;test;0.343654151666667;3;10;72;5;5;350;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321468921678599;train;0.0722684316666667;3;15;102;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.347277036003309;test;0.0722684316666667;3;15;102;3;3;227;continuous
segmentation;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997365935642857;train;0.280204263333333;5;13;134;6;13;1617;multinomial
segmentation;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996848941931396;test;0.280204263333333;5;13;134;6;13;1617;multinomial
nikuradse_1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348510959373628;train;0.0720084833166667;3;10;80;2;2;254;continuous
nikuradse_1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.311068375443956;test;0.0720084833166667;3;10;80;2;2;254;continuous
allrep;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978911202087673;train;1.250758065;11;24;472;23;24;2641;multinomial
allrep;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89480427872424;test;1.250758065;11;24;472;23;24;2641;multinomial
643_fri_c2_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845582666278695;train;2.14716722335;20;315;670;8;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.887577126519916;test;2.14716722335;20;315;670;8;25;350;continuous
ring;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766104482340882;train;1.831759635;3;160;326;20;20;5180;binomial
ring;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759156934629441;test;1.831759635;3;160;326;20;20;5180;binomial
607_fri_c4_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829892756747553;train;0.415010929983333;6;150;312;7;49;700;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850641401452242;test;0.415010929983333;6;150;312;7;49;700;continuous
backache;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.82685686178062;train;4.01512370168333;20;500;1040;28;31;126;binomial
backache;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760416666666667;test;4.01512370168333;20;500;1040;28;31;126;binomial
phoneme;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813309795912358;train;0.266465825;7;20;210;5;5;3783;binomial
phoneme;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816508484325568;test;0.266465825;7;20;210;5;5;3783;binomial
analcatdata_creditscore;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998931623931624;train;0.31693737;5;6;70;3;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994708994708995;test;0.31693737;5;6;70;3;6;70;binomial
643_fri_c2_500_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125184205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867087850939376;train;1.24429549666667;16;125;732;4;25;350;continuous
643_fri_c2_500_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125184205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91254059137269;test;1.24429549666667;16;125;732;4;25;350;continuous
profb;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.676295184388819;train;1.40609691666667;6;220;452;2;9;471;binomial
profb;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.71040320784139;test;1.40609691666667;6;220;452;2;9;471;binomial
biomed;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125193703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960224906289046;train;0.580511784983333;3;160;326;8;8;147;binomial
biomed;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125193703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927884615384615;test;0.580511784983333;3;160;326;8;8;147;binomial
1096_FacultySalaries;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350159211392048;train;0.567515635;3;160;326;1;2;35;continuous
1096_FacultySalaries;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381652223966312;test;0.567515635;3;160;326;1;2;35;continuous
654_fri_c0_500_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.519342088683097;train;0.297057841666667;6;50;292;10;10;350;continuous
654_fri_c0_500_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.554663650665721;test;0.297057841666667;6;50;292;10;10;350;continuous
562_cpu_small;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.135280886150641;train;9.16491629;12;292;608;8;12;5735;continuous
562_cpu_small;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181298126125703;test;9.16491629;12;292;608;8;12;5735;continuous
ring;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995217425335167;train;12.6802461016667;13;312;650;20;20;5180;binomial
ring;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990858610414626;test;12.6802461016667;13;312;650;20;20;5180;binomial
mfeat_zernike;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990632062207194;train;0.761271575;5;32;218;31;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940286862722373;test;0.761271575;5;32;218;31;32;1400;multinomial
648_fri_c1_250_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202219941029866;train;3.001289065;14;380;788;3;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429328787827271;test;3.001289065;14;380;788;3;50;175;continuous
cleveland;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.853330451599682;train;2.88233826333333;12;340;704;12;13;213;multinomial
cleveland;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.652298739711934;test;2.88233826333333;12;340;704;12;13;213;multinomial
collins;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125182356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.790473449983333;9;20;294;3;20;340;multinomial
collins;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125182356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99713876757146;test;0.790473449983333;9;20;294;3;20;340;multinomial
1030_ERA;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740795542519102;train;0.672824675;3;160;326;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811542486978093;test;0.672824675;3;160;326;4;4;700;continuous
605_fri_c2_250_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.707667853486977;train;0.96485058;13;125;606;21;25;175;continuous
605_fri_c2_250_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.893285144590594;test;0.96485058;13;125;606;21;25;175;continuous
hepatitis;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952922077922078;train;1.9825352;10;300;620;13;18;109;binomial
hepatitis;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784415584415585;test;1.9825352;10;300;620;13;18;109;binomial
225_puma8NH;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.751902703927662;train;1.17175445;3;160;326;7;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.74100193227255;test;1.17175445;3;160;326;7;8;5735;continuous
calendarDOW;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.541857913478994;train;14.443492225;7;14;200;10;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.512531195217438;test;14.443492225;7;14;200;10;14;280;multinomial
637_fri_c1_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865688904880198;train;2.32330685833333;12;331;686;12;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877128136341439;test;2.32330685833333;12;331;686;12;50;350;continuous
562_cpu_small;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125152847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.317976002672133;train;2.61850293666667;7;240;494;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125152847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.336635089595034;test;2.61850293666667;7;240;494;3;12;5735;continuous
mfeat_karhunen;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999892742649614;train;3.13866350166667;3;160;326;48;64;1400;multinomial
mfeat_karhunen;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997971236568896;test;3.13866350166667;3;160;326;48;64;1400;multinomial
527_analcatdata_election2000;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.208477957847044;train;1.03236343166667;5;200;410;2;2;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.142165167715506;test;1.03236343166667;5;200;410;2;2;47;continuous
horse_colic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886688056574123;train;3.53493298;12;22;394;4;22;258;binomial
horse_colic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870006887052342;test;3.53493298;12;22;394;4;22;258;binomial
657_fri_c2_250_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219859783906586;train;1.94673426;11;304;630;4;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40257543580717;test;1.94673426;11;304;630;4;10;175;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813124007577468;train;0.211618783333333;6;25;282;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874025864404774;test;0.211618783333333;6;25;282;5;5;350;continuous
allrep;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938839287974576;train;0.700266246666667;8;25;326;5;25;2641;multinomial
allrep;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922701904893686;test;0.700266246666667;8;25;326;5;25;2641;multinomial
letter;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126103041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981393341148648;train;72.347438815;1;16;42;16;16;14000;multinomial
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622_fri_c2_1000_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805381278523971;train;2.63409932833333;8;100;360;6;50;700;continuous
622_fri_c2_1000_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840266378210547;test;2.63409932833333;8;100;360;6;50;700;continuous
glass;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126115135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979176767676768;train;0.665280128333333;3;160;326;3;9;144;multinomial
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yeast;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873922216587511;train;2.396859225;3;8;56;8;8;1036;multinomial
yeast;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864832112329393;test;2.396859225;3;8;56;8;8;1036;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999812048557154;train;2.64128480666667;3;160;326;17;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999810230223879;test;2.64128480666667;3;160;326;17;20;5040;multinomial
ionosphere;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125133747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839638622247318;train;1.28554361166667;14;128;636;8;32;246;binomial
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665_sleuth_case2002;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.765835941508815;train;0.863634343333333;3;160;326;5;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761115779523234;test;0.863634343333333;3;160;326;5;6;103;continuous
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227_cpu_small;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295699441806653;test;2.47443826666667;6;220;452;3;12;5735;continuous
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shuttle;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989388958524476;train;31.1106027566667;8;260;536;9;9;40600;multinomial
shuttle;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986794286804897;test;31.1106027566667;8;260;536;9;9;40600;multinomial
1595_poker;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764666117426293;train;246.567336053333;0;100;200;5;10;717507;continuous
1595_poker;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764253191560359;test;246.567336053333;0;100;200;5;10;717507;continuous
cmc;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.577632985025283;train;0.0756626466666667;3;9;60;1;9;1032;multinomial
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584_fri_c4_500_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826320299821129;train;0.187390591666667;3;90;186;5;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779510692421873;test;0.187390591666667;3;90;186;5;24;350;continuous
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cmc;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.717793083855741;test;0.232199943333333;9;9;166;8;9;1032;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929076590763589;train;15.744024625;20;500;1040;7;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.781550645553828;test;15.744024625;20;500;1040;7;11;3429;multinomial
573_cpu_act;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125135546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.165705966599966;train;2.28237902501667;6;204;420;15;17;5735;continuous
573_cpu_act;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125135546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.166859087020619;test;2.28237902501667;6;204;420;15;17;5735;continuous
cloud;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.55116849;14;372;772;1;5;76;multinomial
cloud;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977513227513228;test;2.55116849;14;372;772;1;5;76;multinomial
616_fri_c4_500_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816743295364912;train;0.215626086666667;3;90;186;7;50;350;continuous
616_fri_c4_500_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832818361788432;test;0.215626086666667;3;90;186;7;50;350;continuous
backache;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.667026443604965;train;1.57130769833333;5;200;410;21;32;126;binomial
backache;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.611413043478261;test;1.57130769833333;5;200;410;21;32;126;binomial
607_fri_c4_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837430863770662;train;1.440769915;6;220;452;4;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846559716518822;test;1.440769915;6;220;452;4;50;700;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795752480732651;train;0.298232908333333;6;45;292;6;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831258821225532;test;0.298232908333333;6;45;292;6;9;175;continuous
tae;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67868877280642;train;0.913263863333333;13;5;138;5;5;106;multinomial
tae;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.748148148148148;test;0.913263863333333;13;5;138;5;5;106;multinomial
phoneme;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799504172444508;train;1.38046436333333;3;160;326;5;5;3783;binomial
phoneme;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788769207872903;test;1.38046436333333;3;160;326;5;5;3783;binomial
564_fried;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480000744993018;train;4.96610898833333;7;224;462;10;10;28538;continuous
564_fried;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48179776737595;test;4.96610898833333;7;224;462;10;10;28538;continuous
641_fri_c1_500_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826623187052688;train;0.9563743;3;160;326;5;10;350;continuous
641_fri_c1_500_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.905738607905485;test;0.9563743;3;160;326;5;10;350;continuous
letter;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9806276991906;train;54.2407718016667;1;16;42;16;16;14000;multinomial
letter;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979041409209722;test;54.2407718016667;1;16;42;16;16;14000;multinomial
659_sleuth_ex1714;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44645784456249;train;0.04124685;3;2;16;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.233889300371391;test;0.04124685;3;2;16;1;1;33;continuous
analcatdata_boxing2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712250712250712;train;0.0617083933333333;3;12;76;2;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.633689839572193;test;0.0617083933333333;3;12;76;2;3;93;binomial
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854499825525106;train;0.778062113333333;8;10;172;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823380851093913;test;0.778062113333333;8;10;172;5;5;700;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125100727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.591675093807921;train;24.016733135;10;300;620;8;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125100727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.603398213096623;test;24.016733135;10;300;620;8;9;21773;continuous
lupus;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84945054945055;train;0.0508481583333333;3;8;64;2;2;61;binomial
lupus;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875816993464052;test;0.0508481583333333;3;8;64;2;2;61;binomial
344_mv;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449768700250322;train;0.340313818333333;5;45;250;6;9;28538;continuous
344_mv;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457936091458276;test;0.340313818333333;5;45;250;6;9;28538;continuous
601_fri_c1_250_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855450845797822;train;1.85758382666667;6;220;452;5;5;175;continuous
601_fri_c1_250_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839892554000015;test;1.85758382666667;6;220;452;5;5;175;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.993228440375253;train;0.805061048333333;3;160;326;2;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.15716027908719;test;0.805061048333333;3;160;326;2;5;70;continuous
page_blocks;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989806073965373;train;4.05604659666667;9;280;578;6;7;3832;multinomial
page_blocks;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976939673226621;test;4.05604659666667;9;280;578;6;7;3832;multinomial
appendicitis;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841334894613583;train;0.753456491666667;20;16;586;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869047619047619;test;0.753456491666667;20;16;586;1;4;75;binomial
1201_BNG_breastTumor;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124193928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914186243013029;train;1.828029515;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124193928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916537071222351;test;1.828029515;3;18;122;9;9;81648;continuous
analcatdata_lawsuit;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998329156223893;train;0.63765839;3;160;326;4;4;185;binomial
analcatdata_lawsuit;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991891891891892;test;0.63765839;3;160;326;4;4;185;binomial
tae;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.711054287962234;train;0.0421089216833333;3;5;38;5;5;106;multinomial
tae;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.653801169590643;test;0.0421089216833333;3;5;38;5;5;106;multinomial
579_fri_c0_250_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491739777291663;train;0.518588935;6;10;132;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517158103659578;test;0.518588935;6;10;132;5;5;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284240315849667;train;0.86811656;3;160;326;2;25;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559850911379759;test;0.86811656;3;160;326;2;25;175;continuous
519_vinnie;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481279209931823;train;0.0891853466666667;5;10;120;1;2;266;continuous
519_vinnie;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465762330685318;test;0.0891853466666667;5;10;120;1;2;266;continuous
cleve;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976626377532883;train;2.451520915;13;360;746;12;13;213;binomial
cleve;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901941264310602;test;2.451520915;13;360;746;12;13;213;binomial
218_house_8L;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124154500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511862554848963;train;5.43219738166667;12;16;350;8;8;15949;continuous
218_house_8L;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124154500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494874891214304;test;5.43219738166667;12;16;350;8;8;15949;continuous
653_fri_c0_250_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464440186881874;train;1.38550983166667;5;50;234;15;25;175;continuous
653_fri_c0_250_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517615361098307;test;1.38550983166667;5;50;234;15;25;175;continuous
628_fri_c3_1000_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843340937414428;train;0.79156844;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877671185533007;test;0.79156844;3;160;326;5;5;700;continuous
637_fri_c1_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20671970457567;train;4.24421125666667;17;392;818;6;50;350;continuous
637_fri_c1_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378774012149257;test;4.24421125666667;17;392;818;6;50;350;continuous
breast_cancer;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.729413777372263;train;0.55739611;3;160;326;5;9;201;binomial
breast_cancer;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.634672619047619;test;0.55739611;3;160;326;5;9;201;binomial
604_fri_c4_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834953348468986;train;0.50266771;10;50;460;5;10;350;continuous
604_fri_c4_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822769794875629;test;0.50266771;10;50;460;5;10;350;continuous
615_fri_c4_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811755229344838;train;0.897795965;7;18;262;3;9;175;continuous
615_fri_c4_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768101761390185;test;0.897795965;7;18;262;3;9;175;continuous
horse_colic;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913073979591837;train;0.702765493333333;8;88;384;11;22;258;binomial
horse_colic;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880482456140351;test;0.702765493333333;8;88;384;11;22;258;binomial
633_fri_c0_500_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282975410859374;train;3.92086178;10;300;620;11;25;350;continuous
633_fri_c0_500_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.534457726218447;test;3.92086178;10;300;620;11;25;350;continuous
segmentation;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997435126021378;train;12.2549314016667;3;13;88;7;13;1617;multinomial
segmentation;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996376767052761;test;12.2549314016667;3;13;88;7;13;1617;multinomial
503_wind;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449901809526845;train;1.27083536333333;6;70;302;14;14;4602;continuous
503_wind;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45840252288171;test;1.27083536333333;6;70;302;14;14;4602;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836352427330472;train;0.638553133333333;10;125;480;7;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814945744590176;test;0.638553133333333;10;125;480;7;25;350;continuous
titanic;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818575010771554;train;2.76110954998333;14;7;204;7;7;1545;binomial
titanic;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789556833007176;test;2.76110954998333;14;7;204;7;7;1545;binomial
ring;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821092885176613;train;1.72260539333333;3;20;102;20;20;5180;binomial
ring;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805084339911638;test;1.72260539333333;3;20;102;20;20;5180;binomial
678_visualizing_environmental;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713504367894177;train;1.19454136001667;13;250;526;3;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768872998846944;test;1.19454136001667;13;250;526;3;3;78;continuous
credit_g;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98353889576245;train;4.32679076668333;18;404;844;18;20;700;binomial
credit_g;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.782000428816467;test;4.32679076668333;18;404;844;18;20;700;binomial
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607_fri_c4_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125190257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864951591186511;test;0.574644628333333;3;72;150;5;50;700;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470023894940536;train;0.138240996666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603991907736715;test;0.138240996666667;3;10;72;5;5;175;continuous
allhypo;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83484843386504;train;32.744859215;9;25;372;25;25;2639;multinomial
allhypo;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867709575685083;test;32.744859215;9;25;372;25;25;2639;multinomial
saheart;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846099438319118;train;1.93186528166667;8;260;536;6;9;324;binomial
saheart;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.754838709677419;test;1.93186528166667;8;260;536;6;9;324;binomial
cleve;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94192685102587;train;0.179165646666667;3;51;166;10;13;213;binomial
cleve;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892627412172192;test;0.179165646666667;3;51;166;10;13;213;binomial
mfeat_morphological;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918127377313979;train;2.10449917166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91778562128171;test;2.10449917166667;3;160;326;2;2;1400;multinomial
615_fri_c4_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805576801544124;train;2.05335920833333;10;280;580;4;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.918108420745884;test;2.05335920833333;10;280;580;4;9;175;continuous
credit_g;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882283348121858;train;3.2515876;13;360;746;7;20;700;binomial
credit_g;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.785742046527122;test;3.2515876;13;360;746;7;20;700;binomial
1096_FacultySalaries;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.339949064994499;train;0.552726373333333;3;160;326;1;2;35;continuous
1096_FacultySalaries;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66310876844163;test;0.552726373333333;3;160;326;1;2;35;continuous
621_fri_c0_100_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49437948004204;train;0.86447382;3;160;326;5;10;70;continuous
621_fri_c0_100_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523912235936254;test;0.86447382;3;160;326;5;10;70;continuous
new_thyroid;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124190138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997442176870748;train;1.10074428833333;5;200;410;4;5;151;multinomial
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new_thyroid;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125112623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999936507936508;train;0.592306501666667;3;160;326;2;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125112623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99917695473251;test;0.592306501666667;3;160;326;2;5;151;multinomial
cleve;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938499822253821;train;1.02846579666667;13;52;586;8;13;213;binomial
cleve;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871080139372822;test;1.02846579666667;13;52;586;8;13;213;binomial
616_fri_c4_500_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261691952690871;train;1.78711120333333;5;200;410;5;50;350;continuous
616_fri_c4_500_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417875469469752;test;1.78711120333333;5;200;410;5;50;350;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126092207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522697750669356;train;0.904801726666667;3;72;150;44;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126092207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508634104714969;test;0.904801726666667;3;72;150;44;50;175;continuous
glass;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904964236776962;train;2.940048725;10;9;188;6;9;144;multinomial
glass;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831115079365079;test;2.940048725;10;9;188;6;9;144;multinomial
adult;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907120189373255;train;18.0735601;9;232;482;9;12;34190;binomial
adult;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90080629765116;test;18.0735601;9;232;482;9;12;34190;binomial
texture;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999971057109459;train;0.596727556666667;3;15;100;14;15;3850;multinomial
texture;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999613157425389;test;0.596727556666667;3;15;100;14;15;3850;multinomial
vowel;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125190616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96770902462197;train;7.56076570333333;3;13;84;11;13;693;multinomial
vowel;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125190616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967107868301155;test;7.56076570333333;3;13;84;11;13;693;multinomial
coil2000;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.721233395203261;train;3.05305261333333;6;140;292;3;59;6876;binomial
coil2000;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739353015075377;test;3.05305261333333;6;140;292;3;59;6876;binomial
195_auto_price;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44943925461916;train;0.965331065;6;22;230;2;11;112;continuous
195_auto_price;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.629136843665562;test;0.965331065;6;22;230;2;11;112;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798534080448543;train;0.888928313333333;3;160;326;10;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786825050783502;test;0.888928313333333;3;160;326;10;10;700;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843301631801265;train;1.80939458666667;10;20;408;9;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768960103848238;test;1.80939458666667;10;20;408;9;10;175;continuous
australian;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957373111466964;train;0.908328341666667;3;160;326;11;13;483;binomial
australian;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94031954887218;test;0.908328341666667;3;160;326;11;13;483;binomial
tokyo1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981020121312743;train;0.274918641666667;5;78;250;16;21;672;binomial
tokyo1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978383771200532;test;0.274918641666667;5;78;250;16;21;672;binomial
churn;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984344848493291;train;7.673359895;18;378;792;15;15;3500;binomial
churn;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900686123214718;test;7.673359895;18;378;792;15;15;3500;binomial
617_fri_c3_500_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816985154902047;train;0.240965106666667;3;10;72;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866387753724728;test;0.240965106666667;3;10;72;5;5;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771921175027202;train;0.364482248333333;5;130;270;16;50;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853776361550867;test;0.364482248333333;5;130;270;16;50;350;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822281356218099;train;0.867292498333333;3;160;326;24;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847657178233239;test;0.867292498333333;3;160;326;24;50;700;continuous
vehicle;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.772705382367739;train;0.300553235;11;13;250;2;13;593;multinomial
vehicle;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79981294764306;test;0.300553235;11;13;250;2;13;593;multinomial
561_cpu;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.150695894648776;train;0.747285528333333;6;14;184;4;7;147;continuous
561_cpu;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.127826902692919;test;0.747285528333333;6;14;184;4;7;147;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843131807257708;train;0.78530536;3;49;150;13;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846732047350031;test;0.78530536;3;49;150;13;25;175;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85190451438683;train;0.206265083333333;6;25;282;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841199389632747;test;0.206265083333333;6;25;282;5;5;700;continuous
1595_poker;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.757695646510969;train;184.335732995;0;100;200;5;10;717507;continuous
1595_poker;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.757791765578953;test;184.335732995;0;100;200;5;10;717507;continuous
cleveland;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.81472589803359;train;4.30816851833333;20;500;1040;8;13;213;multinomial
cleveland;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.662856873822976;test;4.30816851833333;20;500;1040;8;13;213;multinomial
mfeat_factors;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998372178168222;train;1.94699566;3;160;326;50;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99644522062867;test;1.94699566;3;160;326;50;137;1400;multinomial
analcatdata_creditscore;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.234708685;3;112;230;5;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.234708685;3;112;230;5;6;70;binomial
584_fri_c4_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79602163297942;train;1.26952934331667;6;220;452;4;25;350;continuous
584_fri_c4_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826730312727502;test;1.26952934331667;6;220;452;4;25;350;continuous
690_visualizing_galaxy;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.232667847160119;train;0.64457908;3;160;326;2;4;227;continuous
690_visualizing_galaxy;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.23848184945451;test;0.64457908;3;160;326;2;4;227;continuous
movement_libras;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999960317460318;train;1.94234827333333;5;200;410;15;22;252;multinomial
movement_libras;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965631276320052;test;1.94234827333333;5;200;410;15;22;252;multinomial
vowel;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970401227494766;train;3.226391015;6;214;440;12;13;693;multinomial
vowel;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963583921376798;test;3.226391015;6;214;440;12;13;693;multinomial
allhypo;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828408998147545;train;3.15957135333333;8;212;440;14;25;2639;multinomial
allhypo;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860692483243102;test;3.15957135333333;8;212;440;14;25;2639;multinomial
582_fri_c1_500_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797186597670494;train;2.30595457333333;9;50;402;6;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873539607409268;test;2.30595457333333;9;50;402;6;25;350;continuous
227_cpu_small;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144165035772496;train;10.2415659533333;10;268;556;10;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203066068321487;test;10.2415659533333;10;268;556;10;12;5735;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342804874177363;train;1.272780085;6;220;452;7;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.462650429776569;test;1.272780085;6;220;452;7;10;175;continuous
ionosphere;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913325804630152;train;1.472551815;16;128;720;20;32;246;binomial
ionosphere;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801574150787075;test;1.472551815;16;128;720;20;32;246;binomial
spectf;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.922019104084321;train;4.523837945;14;43;600;27;44;245;binomial
spectf;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893491124260355;test;4.523837945;14;43;600;27;44;245;binomial
505_tecator;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.055090962709582;train;1.979612835;13;328;682;7;18;168;continuous
505_tecator;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.082813511241302;test;1.979612835;13;328;682;7;18;168;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.775170102196794;train;1.00685827666667;20;232;548;40;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86499538347071;test;1.00685827666667;20;232;548;40;50;700;continuous
horse_colic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89189538262835;train;0.853399698333333;5;22;192;4;22;258;binomial
horse_colic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.847472605160834;test;0.853399698333333;5;22;192;4;22;258;binomial
dis;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801698011375431;train;1.86283386166667;10;220;460;22;24;2641;binomial
dis;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778721578721579;test;1.86283386166667;10;220;460;22;24;2641;binomial
profb;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666710478424394;train;0.317311856666667;3;9;62;1;9;471;binomial
profb;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643097643097643;test;0.317311856666667;3;9;62;1;9;471;binomial
new_thyroid;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997916500252949;train;1.15474889166667;8;212;440;2;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993970714900948;test;1.15474889166667;8;212;440;2;5;151;multinomial
dermatology;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.248637408333333;3;26;124;25;26;257;multinomial
dermatology;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992864967361091;test;0.248637408333333;3;26;124;25;26;257;multinomial
fars;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.729959014301368;train;62.9395824433333;0;5;10;5;21;70678;multinomial
fars;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725074180603203;test;62.9395824433333;0;5;10;5;21;70678;multinomial
643_fri_c2_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124175056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842581326762988;train;1.44807982;6;50;276;12;25;350;continuous
643_fri_c2_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124175056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.894018247448864;test;1.44807982;6;50;276;12;25;350;continuous
yeast;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902326359865765;train;9.70915976333333;10;8;168;7;8;1036;multinomial
yeast;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854213585885757;test;9.70915976333333;10;8;168;7;8;1036;multinomial
diabetes;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81533122733851;train;0.397256843333333;3;8;54;2;8;538;binomial
diabetes;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803928599888437;test;0.397256843333333;3;8;54;2;8;538;binomial
678_visualizing_environmental;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.75254963642234;train;0.607742686666667;3;160;326;3;3;78;continuous
678_visualizing_environmental;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.662847966086365;test;0.607742686666667;3;160;326;3;3;78;continuous
appendicitis;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823333333333333;train;0.448242408333333;12;4;102;1;4;75;binomial
appendicitis;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93;test;0.448242408333333;12;4;102;1;4;75;binomial
buggyCrx;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942511476994236;train;0.803977481666667;3;160;326;9;13;483;binomial
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allhypo;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828624120664751;train;39.331876305;5;24;202;19;24;2639;multinomial
allhypo;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751993888588375;test;39.331876305;5;24;202;19;24;2639;multinomial
waveform_21;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969309453919284;train;5.72599975166667;3;21;116;21;21;3500;multinomial
waveform_21;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968519246017351;test;5.72599975166667;3;21;116;21;21;3500;multinomial
buggyCrx;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125121655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974150754116508;train;0.946959325;3;160;326;9;13;483;binomial
buggyCrx;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125121655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910762032085561;test;0.946959325;3;160;326;9;13;483;binomial
analcatdata_boxing1;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.751913265306123;train;1.00767535165;5;200;410;3;3;84;binomial
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591_fri_c1_100_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765269677443078;train;0.23143992;5;45;260;8;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.969030002037462;test;0.23143992;5;45;260;8;9;70;continuous
adult;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125102223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897401858499874;train;46.5932068533333;2;12;58;9;12;34190;binomial
adult;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125102223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896067996589494;test;46.5932068533333;2;12;58;9;12;34190;binomial
192_vineyard;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506233099612585;train;0.566812846666667;3;160;326;1;2;37;continuous
192_vineyard;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.633023282227346;test;0.566812846666667;3;160;326;1;2;37;continuous
207_autoPrice;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339573750464088;train;0.541592923333333;8;45;386;9;9;112;continuous
207_autoPrice;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.36115342027513;test;0.541592923333333;8;45;386;9;9;112;continuous
analcatdata_creditscore;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990384615384615;train;0.572125858333333;3;160;326;1;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.572125858333333;3;160;326;1;6;70;binomial
flags;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833642581538544;train;7.03753186333333;12;39;516;9;39;125;multinomial
flags;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.669598765432099;test;7.03753186333333;12;39;516;9;39;125;multinomial
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432136944071972;train;0.249743578333333;3;90;186;50;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.421439545833749;test;0.249743578333333;3;90;186;50;72;742;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125155107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915720322731058;train;12.7218474916667;8;260;536;8;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125155107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916519274321455;test;12.7218474916667;8;260;536;8;9;81648;continuous
nikuradse_1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.347600833076465;train;0.145745556666667;5;10;120;1;2;254;continuous
nikuradse_1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.352953964263149;test;0.145745556666667;5;10;120;1;2;254;continuous
fars;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906849105141641;train;37.21765030335;1;120;242;19;21;70678;multinomial
fars;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919540165936213;test;37.21765030335;1;120;242;19;21;70678;multinomial
page_blocks;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987862762594668;train;0.206983695;6;7;92;7;7;3832;multinomial
page_blocks;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977880739904754;test;0.206983695;6;7;92;7;7;3832;multinomial
641_fri_c1_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198278637032915;train;2.087951725;12;304;632;6;10;350;continuous
641_fri_c1_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357169518201216;test;2.087951725;12;304;632;6;10;350;continuous
credit_a;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932432432432432;train;0.652867545;3;160;326;9;14;483;binomial
credit_a;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912729026036644;test;0.652867545;3;160;326;9;14;483;binomial
analcatdata_boxing1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125095448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918367346938776;train;0.527336603333333;3;160;326;1;3;84;binomial
analcatdata_boxing1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125095448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837662337662338;test;0.527336603333333;3;160;326;1;3;84;binomial
prnn_crabs;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.09913755;3;16;106;4;4;140;binomial
prnn_crabs;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.09913755;3;16;106;4;4;140;binomial
pendigits;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999234417103465;train;5.29392973666667;3;160;326;16;16;7695;multinomial
pendigits;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998815342441668;test;5.29392973666667;3;160;326;16;16;7695;multinomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996608161946807;train;0.701500173333333;3;160;326;10;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984817216981132;test;0.701500173333333;3;160;326;10;22;399;binomial
527_analcatdata_election2000;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0840822440411289;train;0.0273378483333333;3;5;40;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144815285880529;test;0.0273378483333333;3;5;40;1;1;47;continuous
hepatitis;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911703239289446;train;0.66908934;3;160;326;5;19;109;binomial
hepatitis;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.816666666666667;test;0.66908934;3;160;326;5;19;109;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0702908916666667;3;24;70;2;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995215311004785;test;0.0702908916666667;3;24;70;2;6;70;binomial
agaricus_lepiota;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125113801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.27998635833333;3;160;326;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125113801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.27998635833333;3;160;326;20;20;5702;binomial
201_pol;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125192127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.684084674887206;train;4.43530028833333;5;43;230;4;26;10500;continuous
201_pol;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125192127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.680719450988566;test;4.43530028833333;5;43;230;4;26;10500;continuous
659_sleuth_ex1714;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125204656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.442260072373883;train;0.0515555566666667;5;5;60;1;1;33;continuous
659_sleuth_ex1714;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125204656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.244740801066102;test;0.0515555566666667;5;5;60;1;1;33;continuous
646_fri_c3_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797791394804535;train;0.640845278333333;13;45;586;5;9;350;continuous
646_fri_c3_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810861171298941;test;0.640845278333333;13;45;586;5;9;350;continuous
hungarian;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893896713615023;train;1.28076124333333;6;220;452;3;12;206;binomial
hungarian;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932075471698113;test;1.28076124333333;6;220;452;3;12;206;binomial
611_fri_c3_100_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.689074649259843;train;0.219616236666667;6;20;264;4;4;70;continuous
611_fri_c3_100_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.27390056003213;test;0.219616236666667;6;20;264;4;4;70;continuous
prnn_crabs;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998564102564103;train;0.118402543333333;3;16;108;3;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.118402543333333;3;16;108;3;4;140;binomial
wine_recognition;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999838030450275;train;0.664339833333333;3;160;326;13;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.664339833333333;3;160;326;13;13;125;multinomial
vowel;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961834291221042;train;2.52906867;7;208;430;9;13;693;multinomial
vowel;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960515466963278;test;2.52906867;7;208;430;9;13;693;multinomial
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48265053927999;train;0.488980671666667;7;170;354;28;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493437358199427;test;0.488980671666667;7;170;354;28;50;700;continuous
mnist;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124180347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995228271595064;train;641.985504116667;0;5;10;644;647;49000;multinomial
mnist;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124180347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993794860088472;test;641.985504116667;0;5;10;644;647;49000;multinomial
519_vinnie;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438889766154882;train;0.831786026666667;3;160;326;1;2;266;continuous
519_vinnie;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.55617589926599;test;0.831786026666667;3;160;326;1;2;266;continuous
agaricus_lepiota;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.233243761666667;3;32;70;20;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.233243761666667;3;32;70;20;20;5702;binomial
645_fri_c3_500_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818569395868175;train;0.940066001666667;3;67;150;5;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892515917544569;test;0.940066001666667;3;67;150;5;50;350;continuous
ring;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774308517877888;train;0.255730298333333;3;57;166;20;20;5180;binomial
ring;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765721021176903;test;0.255730298333333;3;57;166;20;20;5180;binomial
texture;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999988957166179;train;27.26121055335;3;12;76;12;12;3850;multinomial
texture;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999939653536812;test;27.26121055335;3;12;76;12;12;3850;multinomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.244384016666667;3;112;230;4;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992822966507177;test;0.244384016666667;3;112;230;4;6;70;binomial
592_fri_c4_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124160412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165818400423643;train;4.05154711833333;17;372;778;5;25;700;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124160412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287178724553468;test;4.05154711833333;17;372;778;5;25;700;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348690933232798;train;1.784662235;8;260;536;8;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457273083712688;test;1.784662235;8;260;536;8;10;175;continuous
analcatdata_germangss;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810130207548686;train;0.919108508333333;7;5;76;4;5;280;multinomial
analcatdata_germangss;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.691794323188332;test;0.919108508333333;7;5;76;4;5;280;multinomial
coil2000;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716905787512649;train;7.483813435;10;230;480;2;59;6876;binomial
coil2000;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701251293156354;test;7.483813435;10;230;480;2;59;6876;binomial
712_chscase_geyser1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.572340564107669;train;0.135489206666667;3;4;32;2;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516997282197546;test;0.135489206666667;3;4;32;2;2;156;continuous
iris;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124182843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945518207282913;train;0.715555124983333;3;160;326;2;3;105;multinomial
iris;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124182843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921527777777778;test;0.715555124983333;3;160;326;2;3;105;multinomial
519_vinnie;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446429015082175;train;0.132109969983333;3;4;32;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.548099835134694;test;0.132109969983333;3;4;32;1;2;266;continuous
sleep;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864595790600473;train;2.49126870835;5;13;134;9;13;74136;multinomial
sleep;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867659460180566;test;2.49126870835;5;13;134;9;13;74136;multinomial
analcatdata_happiness;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900297619047619;train;0.650984025;3;160;326;1;3;42;multinomial
analcatdata_happiness;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.527777777777778;test;0.650984025;3;160;326;1;3;42;multinomial
sonar;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124211907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;train;1.68655344666667;19;225;846;17;60;146;binomial
sonar;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124211907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805291005291005;test;1.68655344666667;19;225;846;17;60;146;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.59985045166667;3;160;326;18;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.59985045166667;3;160;326;18;20;5702;binomial
iris;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997668997668998;train;0.134096921666667;3;3;24;3;3;105;multinomial
iris;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.134096921666667;3;3;24;3;3;105;multinomial
confidence;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928318903318903;train;0.825683718333333;3;160;326;1;1;51;multinomial
confidence;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914444444444444;test;0.825683718333333;3;160;326;1;1;51;multinomial
598_fri_c0_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488431381843344;train;0.342408303333333;6;124;302;15;25;700;continuous
598_fri_c0_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541891807853915;test;0.342408303333333;6;124;302;15;25;700;continuous
saheart;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.781443727896817;train;0.923103693333333;7;9;134;8;9;324;binomial
saheart;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784229390681004;test;0.923103693333333;7;9;134;8;9;324;binomial
analcatdata_creditscore;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999465811965812;train;0.502000368333333;3;160;326;2;6;70;binomial
analcatdata_creditscore;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.502000368333333;3;160;326;2;6;70;binomial
618_fri_c3_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790522524517044;train;0.436206541666667;6;150;312;18;50;700;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878947021319857;test;0.436206541666667;6;150;312;18;50;700;continuous
560_bodyfat;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0153405709293934;train;0.18211283;3;60;186;2;12;177;continuous
560_bodyfat;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0128301860751095;test;0.18211283;3;60;186;2;12;177;continuous
192_vineyard;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126094343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.632325283933231;train;0.952455213333333;8;212;440;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126094343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504897788554683;test;0.952455213333333;8;212;440;2;2;37;continuous
537_houses;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.614419949024561;train;2.49336197333333;7;208;430;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.610728209433658;test;2.49336197333333;7;208;430;5;5;14448;continuous
583_fri_c1_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202210488114127;train;6.588973565;16;356;744;10;50;700;continuous
583_fri_c1_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326076148788175;test;6.588973565;16;356;744;10;50;700;continuous
nikuradse_2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125201101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.117295525104676;train;0.546536991666667;3;160;326;1;1;254;continuous
nikuradse_2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125201101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156610561620354;test;0.546536991666667;3;160;326;1;1;254;continuous
coil2000;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723216973734668;train;1.128323165;3;79;166;2;59;6876;binomial
coil2000;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671447553774989;test;1.128323165;3;79;166;2;59;6876;binomial
allhyper;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982824907140144;train;30.8098447866667;8;25;322;25;25;2640;multinomial
allhyper;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909554484793338;test;30.8098447866667;8;25;322;25;25;2640;multinomial
598_fri_c0_1000_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234307824948028;train;3.263551265;13;328;682;6;25;700;continuous
598_fri_c0_1000_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371746794364186;test;3.263551265;13;328;682;6;25;700;continuous
optdigits;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999769414215523;train;3.43691746833333;3;160;326;52;60;3934;multinomial
optdigits;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99899949023556;test;3.43691746833333;3;160;326;52;60;3934;multinomial
604_fri_c4_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84077779169883;train;0.114374303333333;3;50;166;9;10;350;continuous
604_fri_c4_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857538145501844;test;0.114374303333333;3;50;166;9;10;350;continuous
irish;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874834787205921;train;0.540825048333333;7;4;62;3;4;350;binomial
irish;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857593795093795;test;0.540825048333333;7;4;62;3;4;350;binomial
633_fri_c0_500_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124190055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516975352286306;train;2.862986035;13;50;570;16;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124190055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.537326642158021;test;2.862986035;13;50;570;16;25;350;continuous
529_pollen;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126091223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344758759610342;train;6.77061837333333;6;220;452;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126091223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.487491316441259;test;6.77061837333333;6;220;452;4;4;2694;continuous
650_fri_c0_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44832417253418;train;0.787733059983333;3;72;150;47;50;350;continuous
650_fri_c0_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491069429973915;test;0.787733059983333;3;72;150;47;50;350;continuous
cloud;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125203707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.69733442619472;train;0.09781758;5;7;78;7;7;76;multinomial
cloud;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125203707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.528358843537415;test;0.09781758;5;7;78;7;7;76;multinomial
banana;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983124267319452;train;2.16459008165;3;160;326;2;2;3710;binomial
banana;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962602432778489;test;2.16459008165;3;160;326;2;2;3710;binomial
645_fri_c3_500_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779849845204871;train;0.234915435;3;90;186;23;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89538535558189;test;0.234915435;3;90;186;23;50;350;continuous
210_cloud;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.254826668654424;train;0.407613601666667;9;25;408;4;5;76;continuous
210_cloud;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.286778230533935;test;0.407613601666667;9;25;408;4;5;76;continuous
analcatdata_boxing2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.575973409306743;train;0.517787988333333;3;160;326;2;3;93;binomial
analcatdata_boxing2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.532085561497326;test;0.517787988333333;3;160;326;2;3;93;binomial
schizo;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643823716145966;train;0.179374778333333;6;13;144;1;13;238;multinomial
schizo;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.642426303854875;test;0.179374778333333;6;13;144;1;13;238;multinomial
nikuradse_1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.177090992282974;train;0.0753677183333333;3;10;80;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.233159383031741;test;0.0753677183333333;3;10;80;2;2;254;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80741159201504;train;0.174163115;3;85;176;7;25;700;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817441559594317;test;0.174163115;3;85;176;7;25;700;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257126855868116;train;4.52954821333333;16;404;840;3;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378306298049756;test;4.52954821333333;16;404;840;3;25;350;continuous
analcatdata_aids;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799342105263158;train;0.0845889483333333;5;3;36;3;3;35;binomial
analcatdata_aids;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685185185185185;test;0.0845889483333333;5;3;36;3;3;35;binomial
auto;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919498160515448;train;0.799714688316667;3;160;326;21;21;142;multinomial
auto;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86537675070028;test;0.799714688316667;3;160;326;21;21;142;multinomial
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811474292400007;train;0.324065145;5;130;270;12;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836117167220301;test;0.324065145;5;130;270;12;50;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.521191484955995;train;0.186054948333333;3;85;176;10;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540981482989791;test;0.186054948333333;3;85;176;10;25;700;continuous
192_vineyard;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.555215743980254;train;0.0947273466666667;5;10;112;1;2;37;continuous
192_vineyard;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.572487779742127;test;0.0947273466666667;5;10;112;1;2;37;continuous
645_fri_c3_500_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257050111985489;train;3.95176511333333;13;360;746;5;50;350;continuous
645_fri_c3_500_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364316055544795;test;3.95176511333333;13;360;746;5;50;350;continuous
1595_poker;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814590122289414;train;34.3513470766667;2;140;284;2;10;717507;continuous
1595_poker;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813578163980194;test;34.3513470766667;2;140;284;2;10;717507;continuous
collins;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99756764773647;train;7.540393;3;20;110;16;20;340;multinomial
collins;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996898656898657;test;7.540393;3;20;110;16;20;340;multinomial
617_fri_c3_500_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182353097190266;train;1.93529814;11;288;598;5;5;350;continuous
617_fri_c3_500_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311307509378735;test;1.93529814;11;288;598;5;5;350;continuous
522_pm10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882891241565362;train;1.07243196833333;6;14;170;7;7;350;continuous
522_pm10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883343608509217;test;1.07243196833333;6;14;170;7;7;350;continuous
breast_w;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125190403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990535687565465;train;0.745744983333333;3;160;326;9;9;490;binomial
breast_w;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125190403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994391971664699;test;0.745744983333333;3;160;326;9;9;490;binomial
620_fri_c1_1000_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861486013569047;train;0.302942361666667;5;121;260;14;25;700;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801203795540363;test;0.302942361666667;5;121;260;14;25;700;continuous
594_fri_c2_100_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874172088004654;train;0.153145443333333;3;10;76;3;5;70;continuous
594_fri_c2_100_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.951413583081302;test;0.153145443333333;3;10;76;3;5;70;continuous
1196_BNG_pharynx;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656943174973179;train;2.94332756498333;3;50;166;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657772705363966;test;2.94332756498333;3;50;166;10;10;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805817809066062;train;40.5538104583333;2;140;284;10;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805325915307542;test;40.5538104583333;2;140;284;10;18;700000;continuous
mfeat_karhunen;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999899024497423;train;2.59905976166667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99819436218047;test;2.59905976166667;3;160;326;64;64;1400;multinomial
labor;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998575498575499;train;0.879028023333333;9;15;272;3;15;40;binomial
labor;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9;test;0.879028023333333;9;15;272;3;15;40;binomial
ionosphere;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850139554855793;train;2.35478813333333;5;32;222;12;32;246;binomial
ionosphere;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.70389507154213;test;2.35478813333333;5;32;222;12;32;246;binomial
597_fri_c2_500_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824259218413435;train;0.156868685;3;10;72;5;5;350;continuous
597_fri_c2_500_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840038805080993;test;0.156868685;3;10;72;5;5;350;continuous
shuttle;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812812478886752;train;38.1374936583333;1;8;24;5;8;40600;multinomial
shuttle;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805198479354774;test;38.1374936583333;1;8;24;5;8;40600;multinomial
537_houses;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466845211345578;train;32.7001734916667;9;280;578;6;6;14448;continuous
537_houses;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522725583703441;test;32.7001734916667;9;280;578;6;6;14448;continuous
nikuradse_2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821585222199037;train;0.0452229833333333;3;2;16;0;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774931503822394;test;0.0452229833333333;3;2;16;0;1;254;continuous
Hill_Valley_without_noise;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124190923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.530971874129769;train;0.0375046533333333;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124190923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.456421595725078;test;0.0375046533333333;3;4;32;1;1;849;binomial
clean1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126092329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.153388831666667;3;52;110;1;96;334;binomial
clean1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126092329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.153388831666667;3;52;110;1;96;334;binomial
634_fri_c2_100_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770720989619813;train;0.83780867;8;18;306;5;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803334467508291;test;0.83780867;8;18;306;5;9;70;continuous
573_cpu_act;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125132746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.184720608750122;train;0.429590158333333;8;80;386;15;16;5735;continuous
573_cpu_act;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125132746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.184506577576966;test;0.429590158333333;8;80;386;15;16;5735;continuous
buggyCrx;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916787477132305;train;0.221694926666667;3;52;166;4;13;483;binomial
buggyCrx;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920636451301832;test;0.221694926666667;3;52;166;4;13;483;binomial
599_fri_c2_1000_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82222871614076;train;0.12153071;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806473096643456;test;0.12153071;3;25;156;5;5;700;continuous
optdigits;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999174402168975;train;1.62149852833333;5;57;222;37;61;3934;multinomial
optdigits;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987314000312524;test;1.62149852833333;5;57;222;37;61;3934;multinomial
diabetes;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839254268432739;train;1.00346489666667;3;160;326;8;8;538;binomial
diabetes;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.796696992049832;test;1.00346489666667;3;160;326;8;8;538;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74213691026827;train;0.0612314416833333;3;3;24;1;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.508571428571429;test;0.0612314416833333;3;3;24;1;3;93;binomial
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207670570852123;train;1.56169209333333;3;160;326;10;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330449459631289;test;1.56169209333333;3;160;326;10;25;700;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301298259511737;train;2.481203005;12;321;666;10;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499881164809772;test;2.481203005;12;321;666;10;25;175;continuous
analcatdata_aids;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.618421052631579;train;0.538585326666667;3;160;326;2;3;35;binomial
analcatdata_aids;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851851851851852;test;0.538585326666667;3;160;326;2;3;35;binomial
mnist;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.558475772845742;train;1.17009857333333;0;5;10;10;651;49000;multinomial
mnist;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.557322068196382;test;1.17009857333333;0;5;10;10;651;49000;multinomial
706_sleuth_case1202;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.680489487730352;train;0.630028126666667;3;160;326;1;6;66;continuous
706_sleuth_case1202;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808561399567078;test;0.630028126666667;3;160;326;1;6;66;continuous
581_fri_c3_500_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810137501036093;train;2.76851332666667;10;50;444;8;25;350;continuous
581_fri_c3_500_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80491534146035;test;2.76851332666667;10;50;444;8;25;350;continuous
heart_h;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92348736534783;train;1.32527845666667;7;240;494;11;12;206;binomial
heart_h;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922852133255406;test;1.32527845666667;7;240;494;11;12;206;binomial
cmc;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719230116517894;train;0.427605633333333;16;9;296;3;9;1032;multinomial
cmc;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.6872448062184;test;0.427605633333333;16;9;296;3;9;1032;multinomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.14103379;3;6;42;6;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981366459627329;test;0.14103379;3;6;42;6;6;70;binomial
glass;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998153352067443;train;2.46986843833333;12;340;704;7;9;144;multinomial
glass;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903049779458097;test;2.46986843833333;12;340;704;7;9;144;multinomial
228_elusage;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.423136227727937;train;0.702999316666667;3;160;326;1;1;39;continuous
228_elusage;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493927396176972;test;0.702999316666667;3;160;326;1;1;39;continuous
1089_USCrime;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339182192614615;train;1.13040012;6;220;452;4;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.635791058521377;test;1.13040012;6;220;452;4;5;33;continuous
labor;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.52389988833333;19;60;838;14;15;40;binomial
labor;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798076923076923;test;1.52389988833333;19;60;838;14;15;40;binomial
haberman;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.729530438886267;train;0.310645891666667;11;12;248;3;3;215;binomial
haberman;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.667408231368187;test;0.310645891666667;11;12;248;3;3;215;binomial
605_fri_c2_250_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.714173801194191;train;1.42950615833333;5;200;410;17;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852940763511508;test;1.42950615833333;5;200;410;17;25;175;continuous
vehicle;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947818887423773;train;2.02799926333333;3;13;80;13;13;593;multinomial
vehicle;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945418936524974;test;2.02799926333333;3;13;80;13;13;593;multinomial
294_satellite_image;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481826410052317;train;0.22036183;3;84;176;24;24;4505;continuous
294_satellite_image;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481537247907166;test;0.22036183;3;84;176;24;24;4505;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832596720939534;train;0.846244356666667;3;160;326;9;10;350;continuous
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1201_BNG_breastTumor;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.887113428519185;train;30.0993256183333;7;240;494;5;9;81648;continuous
1201_BNG_breastTumor;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.892475050290023;test;30.0993256183333;7;240;494;5;9;81648;continuous
analcatdata_lawsuit;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998039215686275;train;0.976173151666667;5;184;378;3;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983333333333333;test;0.976173151666667;5;184;378;3;4;185;binomial
519_vinnie;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126091107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48370534635493;train;0.162911983333333;3;4;32;2;2;266;continuous
519_vinnie;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126091107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444972288945682;test;0.162911983333333;3;4;32;2;2;266;continuous
analcatdata_germangss;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817045646836559;train;1.42649702333333;9;5;96;5;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731653818890661;test;1.42649702333333;9;5;96;5;5;280;multinomial
581_fri_c3_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871805879032038;train;1.94413108833333;9;280;578;4;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881448583409398;test;1.94413108833333;9;280;578;4;25;350;continuous
663_rabe_266;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.103305939455662;train;0.925904226683333;6;220;452;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.12558707483505;test;0.925904226683333;6;220;452;2;2;84;continuous
profb;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.64239928597509;train;0.621309085;3;160;326;9;9;471;binomial
profb;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.685564713744709;test;0.621309085;3;160;326;9;9;471;binomial
195_auto_price;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.399806985548691;train;1.15466505666667;6;22;270;2;11;112;continuous
195_auto_price;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452456544106968;test;1.15466505666667;6;22;270;2;11;112;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803918467447622;train;1.622076525;6;220;452;10;10;700;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866213348184202;test;1.622076525;6;220;452;10;10;700;continuous
analcatdata_lawsuit;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994460500963391;train;0.665232938333333;3;160;326;4;4;185;binomial
analcatdata_lawsuit;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990079365079365;test;0.665232938333333;3;160;326;4;4;185;binomial
635_fri_c0_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539689133921117;train;0.814721763333333;3;160;326;8;10;175;continuous
635_fri_c0_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518358893938747;test;0.814721763333333;3;160;326;8;10;175;continuous
225_puma8NH;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75592548612938;train;0.205749076666667;5;40;250;2;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765480637337322;test;0.205749076666667;5;40;250;2;8;5735;continuous
magic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968706103307806;train;27.9507757366667;15;368;766;9;9;13314;binomial
magic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928735468530298;test;27.9507757366667;15;368;766;9;9;13314;binomial
695_chatfield_4;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.322124297732051;train;0.885054715;7;12;184;2;6;165;continuous
695_chatfield_4;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321467000301856;test;0.885054715;7;12;184;2;6;165;continuous
mfeat_fourier;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997355293239043;train;2.13372962166667;3;160;326;37;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978092875646776;test;2.13372962166667;3;160;326;37;76;1400;multinomial
562_cpu_small;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.18038238178776;train;1.66337149;3;160;326;12;12;5735;continuous
562_cpu_small;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.201403870610801;test;1.66337149;3;160;326;12;12;5735;continuous
titanic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795270813397129;train;1.98278912333333;6;220;452;6;7;1545;binomial
titanic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79297716501508;test;1.98278912333333;6;220;452;6;7;1545;binomial
new_thyroid;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99952055615486;train;0.334860731666667;3;5;36;3;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.334860731666667;3;5;36;3;5;151;multinomial
605_fri_c2_250_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764243585727721;train;1.199027755;15;125;690;5;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.931155264367343;test;1.199027755;15;125;690;5;25;175;continuous
spambase;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982114174144517;train;0.287615198333333;3;80;166;52;55;3221;binomial
spambase;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970710704472708;test;0.287615198333333;3;80;166;52;55;3221;binomial
confidence;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990476190476191;train;0.656066276666667;3;160;326;1;1;51;multinomial
confidence;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856666666666667;test;0.656066276666667;3;160;326;1;1;51;multinomial
backache;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900147565174619;train;4.30215897;20;494;1028;14;31;126;binomial
backache;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795138888888889;test;4.30215897;20;494;1028;14;31;126;binomial
590_fri_c0_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479262992110133;train;1.25656741335;5;200;410;35;50;700;continuous
590_fri_c0_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.494226446493542;test;1.25656741335;5;200;410;35;50;700;continuous
cmc;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735179590777844;train;0.295435645;11;9;202;8;9;1032;multinomial
cmc;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698122710379964;test;0.295435645;11;9;202;8;9;1032;multinomial
penguins;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0572305066666667;3;7;50;5;7;241;multinomial
penguins;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990767195767196;test;0.0572305066666667;3;7;50;5;7;241;multinomial
646_fri_c3_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810213360296186;train;1.89506391833333;8;244;504;6;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786971496800747;test;1.89506391833333;8;244;504;6;10;350;continuous
Hill_Valley_without_noise;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.571697851313087;train;1.543993675;5;200;410;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.51712723959915;test;1.543993675;5;200;410;1;1;849;binomial
197_cpu_act;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316924611211448;train;0.3193033;6;80;302;3;16;5735;continuous
197_cpu_act;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.343018256889568;test;0.3193033;6;80;302;3;16;5735;continuous
547_no2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330625209643773;train;2.32362156833333;13;360;746;6;7;350;continuous
547_no2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.622068106759713;test;2.32362156833333;13;360;746;6;7;350;continuous
dermatology;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998779338370494;train;0.969281805;3;160;326;19;26;257;multinomial
dermatology;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982539682539682;test;0.969281805;3;160;326;19;26;257;multinomial
602_fri_c3_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829167828710464;train;0.794726758333333;6;18;230;7;9;175;continuous
602_fri_c3_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845596135159742;test;0.794726758333333;6;18;230;7;9;175;continuous
analcatdata_boxing1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75;train;1.36309030833333;5;200;410;2;3;84;binomial
analcatdata_boxing1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.672077922077922;test;1.36309030833333;5;200;410;2;3;84;binomial
penguins;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124183737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999620634237617;train;0.07501899;5;7;76;3;7;241;multinomial
penguins;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124183737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99962962962963;test;0.07501899;5;7;76;3;7;241;multinomial
230_machine_cpu;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188597045783285;train;2.03355253666667;11;320;662;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283388131375185;test;2.03355253666667;11;320;662;6;6;147;continuous
calendarDOW;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949788341553574;train;2.92491377333333;13;360;746;12;14;280;multinomial
calendarDOW;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817518202850601;test;2.92491377333333;13;360;746;12;14;280;multinomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881009615384615;train;0.56052570335;3;160;326;7;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880952380952381;test;0.56052570335;3;160;326;7;7;68;binomial
225_puma8NH;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763537208131878;train;0.816309471666667;6;16;206;3;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753444813366735;test;0.816309471666667;6;16;206;3;8;5735;continuous
analcatdata_cyyoung8092;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930817610062893;train;0.233512131666667;5;7;78;3;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833333333333333;test;0.233512131666667;5;7;78;3;7;68;binomial
192_vineyard;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.623376630223205;train;0.05411698335;3;10;74;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503758175786108;test;0.05411698335;3;10;74;2;2;37;continuous
573_cpu_act;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124175217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.325383539292822;train;1.44798112333333;3;160;326;5;17;5735;continuous
573_cpu_act;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124175217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.326721814910249;test;1.44798112333333;3;160;326;5;17;5735;continuous
cars;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898664485287292;train;0.107615075;6;7;92;7;7;275;multinomial
cars;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.773668233450842;test;0.107615075;6;7;92;7;7;275;multinomial
611_fri_c3_100_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.948701029210027;train;0.20115319;5;20;222;3;4;70;continuous
611_fri_c3_100_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.935738591146526;test;0.20115319;5;20;222;3;4;70;continuous
magic;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954819374503442;train;30.10202225;11;340;662;9;9;13314;binomial
magic;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929361961360958;test;30.10202225;11;340;662;9;9;13314;binomial
1595_poker;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.754669220860385;train;212.814187971667;0;100;200;5;10;717507;continuous
1595_poker;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.754855778050675;test;212.814187971667;0;100;200;5;10;717507;continuous
allrep;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94015568466815;train;1.34073744166667;14;24;578;4;24;2641;multinomial
allrep;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916718201877774;test;1.34073744166667;14;24;578;4;24;2641;multinomial
pima;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889070366818509;train;1.01746694333333;3;160;326;5;8;538;binomial
pima;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.794655232155232;test;1.01746694333333;3;160;326;5;8;538;binomial
594_fri_c2_100_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.912247110911428;train;0.823614088333333;3;160;326;1;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813506131706829;test;0.823614088333333;3;160;326;1;5;70;continuous
650_fri_c0_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474112339332737;train;2.31971371333333;9;100;402;11;50;350;continuous
650_fri_c0_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469280419285398;test;2.31971371333333;9;100;402;11;50;350;continuous
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spectf;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92284255599473;train;2.02837252831667;11;320;662;30;44;245;binomial
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allbp;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981228488960448;train;0.78223303;9;25;380;16;25;2641;multinomial
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ann_thyroid;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993911873659991;train;0.599620623333333;7;20;262;2;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99434561975069;test;0.599620623333333;7;20;262;2;20;5040;multinomial
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815506211705561;train;0.86363736;3;160;326;6;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818951508765092;test;0.86363736;3;160;326;6;25;700;continuous
210_cloud;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.220202946912935;train;0.366945263333333;8;25;362;3;5;76;continuous
210_cloud;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.285084015363722;test;0.366945263333333;8;25;362;3;5;76;continuous
pima;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835080427922728;train;1.15555766666667;9;8;150;7;8;538;binomial
pima;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836673427991886;test;1.15555766666667;9;8;150;7;8;538;binomial
flags;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125181509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99995;train;1.44068728833333;15;36;642;29;36;125;multinomial
flags;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125181509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.524104166666667;test;1.44068728833333;15;36;642;29;36;125;multinomial
624_fri_c0_100_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517695219238722;train;0.115149381666667;3;25;166;5;5;70;continuous
624_fri_c0_100_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490936955205838;test;0.115149381666667;3;25;166;5;5;70;continuous
616_fri_c4_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194313054219947;train;3.26484975833333;19;409;856;5;49;350;continuous
616_fri_c4_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382033157053791;test;3.26484975833333;19;409;856;5;49;350;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809876282278167;train;0.125664176666667;3;25;156;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796272623320502;test;0.125664176666667;3;25;156;5;5;175;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125120341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812616146000155;train;0.872183056666667;3;50;150;10;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125120341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.905652136340016;test;0.872183056666667;3;50;150;10;25;350;continuous
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595_fri_c0_1000_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474920618088423;train;1.71294831666667;6;20;250;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503339743679607;test;1.71294831666667;6;20;250;6;10;700;continuous
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542_pollution;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.623829149510644;train;3.26662413501667;20;437;914;6;9;42;continuous
542_pollution;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.752706128965002;test;3.26662413501667;20;437;914;6;9;42;continuous
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sleep;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893432213801896;train;118.365661798333;1;13;36;12;13;74136;multinomial
sleep;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889976548399091;test;118.365661798333;1;13;36;12;13;74136;multinomial
197_cpu_act;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126090340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.162882037020612;train;1.69489238333333;3;160;326;17;17;5735;continuous
197_cpu_act;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126090340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.167380010328217;test;1.69489238333333;3;160;326;17;17;5735;continuous
contraceptive;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715612116636174;train;2.211179985;6;9;114;3;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725353530768577;test;2.211179985;6;9;114;3;9;1032;multinomial
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1030_ERA;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.736690294424269;train;0.288831583333333;3;8;60;4;4;700;continuous
1030_ERA;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785191670002604;test;0.288831583333333;3;8;60;4;4;700;continuous
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605_fri_c2_250_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237310869741763;train;2.26222908;11;320;662;5;25;175;continuous
605_fri_c2_250_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386071680480421;test;2.26222908;11;320;662;5;25;175;continuous
appendicitis;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834894613583138;train;0.529371361666667;3;160;326;2;4;75;binomial
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574_house_16H;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482639255858481;train;11.734057145;12;30;522;15;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481789531116465;test;11.734057145;12;30;522;15;15;15949;continuous
613_fri_c3_250_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788556901154765;train;0.412220235;11;25;492;4;5;175;continuous
613_fri_c3_250_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810810987192535;test;0.412220235;11;25;492;4;5;175;continuous
analcatdata_lawsuit;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.130138146666667;3;4;30;2;4;185;binomial
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653_fri_c0_250_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283884108977422;train;2.06908802666667;6;220;452;22;25;175;continuous
653_fri_c0_250_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483588365236994;test;2.06908802666667;6;220;452;22;25;175;continuous
195_auto_price;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399673168298492;train;0.16939299;3;48;176;3;10;112;continuous
195_auto_price;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.330331221164603;test;0.16939299;3;48;176;3;10;112;continuous
mfeat_zernike;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124161947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990693365433384;train;2.44274637166667;5;200;410;31;32;1400;multinomial
mfeat_zernike;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124161947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972941795641857;test;2.44274637166667;5;200;410;31;32;1400;multinomial
192_vineyard;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.533855250969435;train;0.0694705933333333;3;4;32;2;2;37;continuous
192_vineyard;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.573765560668014;test;0.0694705933333333;3;4;32;2;2;37;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838576721365752;train;0.916419731666667;3;160;326;10;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850678580315259;test;0.916419731666667;3;160;326;10;25;700;continuous
344_mv;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0152037585947934;train;28.979612645;9;216;450;10;10;28538;continuous
344_mv;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0169657941086143;test;28.979612645;9;216;450;10;10;28538;continuous
analcatdata_happiness;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.774114774114774;train;1.329552835;9;248;514;1;3;42;multinomial
analcatdata_happiness;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.68968253968254;test;1.329552835;9;248;514;1;3;42;multinomial
560_bodyfat;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0517192049020649;train;0.703921178333333;3;160;326;1;13;177;continuous
560_bodyfat;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0411157025837118;test;0.703921178333333;3;160;326;1;13;177;continuous
582_fri_c1_500_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252368328182503;train;2.43387257;13;307;640;4;25;350;continuous
582_fri_c1_500_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388576438550478;test;2.43387257;13;307;640;4;25;350;continuous
1191_BNG_pbc;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.77505251610211;train;341.934528320017;0;100;200;10;18;700000;continuous
1191_BNG_pbc;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.777325075176932;test;341.934528320017;0;100;200;10;18;700000;continuous
1199_BNG_echoMonths;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126103924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713158295022297;train;0.416765510016667;7;45;334;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126103924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713558037790179;test;0.416765510016667;7;45;334;7;9;12248;continuous
Hill_Valley_with_noise;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.554031022384082;train;1.51106101;6;220;452;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.525418314572559;test;1.51106101;6;220;452;1;1;849;binomial
609_fri_c0_1000_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459514401775901;train;0.121971001666667;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525252431632716;test;0.121971001666667;3;25;156;5;5;700;continuous
584_fri_c4_500_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824313078897472;train;1.23350271001667;15;125;690;6;25;350;continuous
584_fri_c4_500_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787882030487022;test;1.23350271001667;15;125;690;6;25;350;continuous
glass2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99697519661222;train;1.52261172666667;8;260;536;8;9;115;binomial
glass2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912885662431942;test;1.52261172666667;8;260;536;8;9;115;binomial
hepatitis;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.723615464994775;train;2.82638836;18;19;672;1;19;109;binomial
hepatitis;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758333333333333;test;2.82638836;18;19;672;1;19;109;binomial
penguins;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.503397343333333;3;7;50;6;7;241;multinomial
penguins;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.503397343333333;3;7;50;6;7;241;multinomial
mnist;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124190207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995369809819803;train;103.277879913333;0;100;200;524;525;49000;multinomial
mnist;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124190207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992954604892427;test;103.277879913333;0;100;200;524;525;49000;multinomial
227_cpu_small;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.319239889797955;train;1.74656636833333;3;160;326;5;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.339745381493404;test;1.74656636833333;3;160;326;5;12;5735;continuous
503_wind;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305159555640415;train;8.73320247333333;14;364;756;14;14;4602;continuous
503_wind;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438518186916603;test;8.73320247333333;14;364;756;14;14;4602;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908029511146108;train;0.11224979;3;25;156;3;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863749705081194;test;0.11224979;3;25;156;3;5;350;continuous
buggyCrx;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914250457353906;train;0.2033295;3;47;166;5;13;483;binomial
buggyCrx;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914754098360656;test;0.2033295;3;47;166;5;13;483;binomial
prnn_crabs;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997948717948718;train;0.175875865;3;4;30;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998857142857143;test;0.175875865;3;4;30;4;4;140;binomial
mfeat_karhunen;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126102349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997624102088973;train;20.1839458366667;3;51;138;18;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126102349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996921870286025;test;20.1839458366667;3;51;138;18;64;1400;multinomial
agaricus_lepiota;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.78838349833333;3;160;326;20;20;5702;binomial
agaricus_lepiota;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.78838349833333;3;160;326;20;20;5702;binomial
contraceptive;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.07314966;3;9;58;0;9;1032;multinomial
contraceptive;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.07314966;3;9;58;0;9;1032;multinomial
564_fried;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471370030009927;train;2.48157188498333;3;160;326;5;10;28538;continuous
564_fried;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474181774241177;test;2.48157188498333;3;160;326;5;10;28538;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338145396060945;train;2.22043352;3;160;326;10;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44122530436932;test;2.22043352;3;160;326;10;72;742;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816921112086165;train;0.952374063333333;3;49;146;9;25;700;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784445648037778;test;0.952374063333333;3;49;146;9;25;700;continuous
ring;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991274566788077;train;26.0431059016667;16;420;872;20;20;5180;binomial
ring;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989816988588299;test;26.0431059016667;16;420;872;20;20;5180;binomial
537_houses;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125120449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608163115248838;train;0.924258861666667;3;10;72;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125120449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.596713935188826;test;0.924258861666667;3;10;72;5;5;14448;continuous
678_visualizing_environmental;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747606127262843;train;0.335231846666667;8;6;106;1;3;78;continuous
678_visualizing_environmental;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.776254976303145;test;0.335231846666667;8;6;106;1;3;78;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125104731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875972284873664;train;0.478450113333333;6;150;312;8;50;350;continuous
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594_fri_c2_100_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125114147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.921910725880093;test;0.300086846666667;8;25;376;4;5;70;continuous
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574_house_16H;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469010719876688;test;0.306119888333333;3;74;176;15;15;15949;continuous
592_fri_c4_1000_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125190911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.903020589403784;train;2.568858885;13;312;650;3;25;700;continuous
592_fri_c4_1000_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125190911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.923062896284488;test;2.568858885;13;312;650;3;25;700;continuous
1196_BNG_pharynx;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657170842347249;train;5.90259999;8;50;376;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657676066685769;test;5.90259999;8;50;376;10;10;700000;continuous
ionosphere;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955594283722551;train;0.359604448333333;5;109;258;22;32;246;binomial
ionosphere;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88666085440279;test;0.359604448333333;5;109;258;22;32;246;binomial
1193_BNG_lowbwt;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60942175816587;train;12.0441143066833;11;18;312;9;9;21773;continuous
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tokyo1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967871485943775;train;1.309544645;6;220;452;3;21;672;binomial
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1191_BNG_pbc;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.77688662088824;train;480.357438606667;0;100;200;10;18;700000;continuous
1191_BNG_pbc;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.777027347337758;test;480.357438606667;0;100;200;10;18;700000;continuous
magic;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871486252477343;train;10.5900619266667;13;9;224;9;9;13314;binomial
magic;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861249599113677;test;10.5900619266667;13;9;224;9;9;13314;binomial
574_house_16H;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126101941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517968365801284;train;6.06036544666667;20;404;848;15;15;15949;continuous
574_house_16H;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126101941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496956441614583;test;6.06036544666667;20;404;848;15;15;15949;continuous
cleveland;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.55304725885371;train;0.81723413;3;160;326;1;13;213;multinomial
cleveland;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.439579121743037;test;0.81723413;3;160;326;1;13;213;multinomial
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588_fri_c4_1000_100;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805730986605468;train;2.024412225;6;132;276;6;99;700;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.902235915990406;test;2.024412225;6;132;276;6;99;700;continuous
tokyo1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98192706558255;train;0.368507;5;83;250;20;21;672;binomial
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cmc;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72322615733449;train;0.374655401666667;12;9;220;8;9;1032;multinomial
cmc;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700454266690233;test;0.374655401666667;12;9;220;8;9;1032;multinomial
583_fri_c1_1000_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840559534935574;train;0.774227053333333;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8515263665719;test;0.774227053333333;3;160;326;5;50;700;continuous
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562_cpu_small;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332984169825373;test;0.336729173333333;6;60;302;2;12;5735;continuous
596_fri_c2_250_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800015945949853;train;1.87715899833333;7;240;494;5;5;175;continuous
596_fri_c2_250_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842944821002834;test;1.87715899833333;7;240;494;5;5;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260044144854158;train;1.341737795;8;260;536;4;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.427595750606691;test;1.341737795;8;260;536;4;4;175;continuous
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225_puma8NH;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497535028895883;train;4.16340723;3;160;326;4;8;5735;continuous
225_puma8NH;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522695645838583;test;4.16340723;3;160;326;4;8;5735;continuous
609_fri_c0_1000_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205510877371752;train;1.736738445;8;244;504;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393819448323913;test;1.736738445;8;244;504;5;5;700;continuous
631_fri_c1_500_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125200155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219255077450935;train;1.49439337166667;9;280;578;4;5;350;continuous
631_fri_c1_500_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125200155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365375961075177;test;1.49439337166667;9;280;578;4;5;350;continuous
218_house_8L;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452519696844831;train;3.73085093666667;14;236;500;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4391517997783;test;3.73085093666667;14;236;500;8;8;15949;continuous
waveform_40;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970373196263445;train;0.502377105;6;40;262;20;40;3500;multinomial
waveform_40;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971502300636138;test;0.502377105;6;40;262;20;40;3500;multinomial
tokyo1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991703588295438;train;0.912365898333333;3;160;326;23;23;672;binomial
tokyo1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983722358722359;test;0.912365898333333;3;160;326;23;23;672;binomial
wine_quality_white;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742527898850312;train;0.73299498;12;11;274;10;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643402633342125;test;0.73299498;12;11;274;10;11;3429;multinomial
598_fri_c0_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21370208249444;train;7.04888246166667;13;324;674;11;25;700;continuous
598_fri_c0_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412618223457057;test;7.04888246166667;13;324;674;11;25;700;continuous
collins;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;5.77462019833333;3;16;78;1;20;340;multinomial
collins;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;5.77462019833333;3;16;78;1;20;340;multinomial
analcatdata_cyyoung9302;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125202201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970414201183432;train;0.533696075;12;6;154;3;6;65;binomial
analcatdata_cyyoung9302;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125202201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825396825396825;test;0.533696075;12;6;154;3;6;65;binomial
glass2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830611010284332;train;0.333716138333333;7;36;332;3;9;115;binomial
glass2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.642468239564428;test;0.333716138333333;7;36;332;3;9;115;binomial
heart_c;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915559099769626;train;0.55554851335;3;13;88;10;13;213;binomial
heart_c;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957264957264957;test;0.55554851335;3;13;88;10;13;213;binomial
597_fri_c2_500_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228756263807469;train;2.180932865;10;300;620;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339258110040435;test;2.180932865;10;300;620;5;5;350;continuous
twonorm;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999622656924626;train;3.70701219166667;3;160;326;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996191855767958;test;3.70701219166667;3;160;326;20;20;5180;binomial
backache;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977880658436214;train;1.83931153333333;20;123;888;18;31;126;binomial
backache;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.617021276595745;test;1.83931153333333;20;123;888;18;31;126;binomial
1191_BNG_pbc;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779548180488114;train;2.74392475666667;3;84;176;18;18;700000;continuous
1191_BNG_pbc;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780592193666402;test;2.74392475666667;3;84;176;18;18;700000;continuous
529_pollen;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405044587833284;train;1.920085645;5;200;410;4;4;2694;continuous
529_pollen;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.502589082327799;test;1.920085645;5;200;410;4;4;2694;continuous
ionosphere;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125142426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968630184733357;train;4.29997448;13;32;514;30;32;246;binomial
ionosphere;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125142426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911508282476025;test;4.29997448;13;32;514;30;32;246;binomial
605_fri_c2_250_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788054728582878;train;0.814001451666667;3;160;326;18;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88851501553895;test;0.814001451666667;3;160;326;18;25;175;continuous
horse_colic;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911390762843799;train;1.56960129333333;8;260;536;10;22;258;binomial
horse_colic;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833683473389356;test;1.56960129333333;8;260;536;10;22;258;binomial
cars;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999963689179376;train;0.590472408333333;3;160;326;1;7;275;multinomial
cars;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.590472408333333;3;160;326;1;7;275;multinomial
hypothyroid;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947146083825827;train;5.88379955833333;11;20;432;16;20;2215;binomial
hypothyroid;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951566951566952;test;5.88379955833333;11;20;432;16;20;2215;binomial
heart_statlog;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948634003160984;train;0.652810931666667;10;52;468;11;13;189;binomial
heart_statlog;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835419274092616;test;0.652810931666667;10;52;468;11;13;189;binomial
nikuradse_1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499137840793171;train;0.683382175;3;160;326;1;2;254;continuous
nikuradse_1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446414148499468;test;0.683382175;3;160;326;1;2;254;continuous
cleveland;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724822354283893;train;4.92520030833333;9;13;232;7;13;213;multinomial
cleveland;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.661225988700565;test;4.92520030833333;9;13;232;7;13;213;multinomial
653_fri_c0_250_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459054789075192;train;1.81475298666667;10;248;516;24;25;175;continuous
653_fri_c0_250_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524129904261707;test;1.81475298666667;10;248;516;24;25;175;continuous
credit_a;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916727071899486;train;0.772482151666667;3;13;88;10;13;483;binomial
credit_a;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90771456123433;test;0.772482151666667;3;13;88;10;13;483;binomial
backache;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.58548938166667;17;128;762;24;32;126;binomial
backache;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535326086956522;test;1.58548938166667;17;128;762;24;32;126;binomial
shuttle;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881581847478298;train;36.35533357;5;200;410;6;8;40600;multinomial
shuttle;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883194946525628;test;36.35533357;5;200;410;6;8;40600;multinomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90080738177624;train;0.636972541666667;13;28;586;3;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915584415584416;test;0.636972541666667;13;28;586;3;7;68;binomial
segmentation;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997322750072956;train;2.78531462833333;7;208;430;10;13;1617;multinomial
segmentation;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99668846051584;test;2.78531462833333;7;208;430;10;13;1617;multinomial
653_fri_c0_250_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.427733495300079;train;0.65224654;3;50;150;25;25;175;continuous
653_fri_c0_250_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603137023254612;test;0.65224654;3;50;150;25;25;175;continuous
294_satellite_image;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281461773558826;train;18.83092622;16;337;706;20;25;4505;continuous
294_satellite_image;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299849889122867;test;18.83092622;16;337;706;20;25;4505;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.636074187155498;train;3.17417927666667;12;20;490;7;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450323972881141;test;3.17417927666667;12;20;490;7;10;356;continuous
666_rmftsa_ladata;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.543904547434978;train;5.33517896333333;19;20;766;7;10;356;continuous
666_rmftsa_ladata;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.645528685601995;test;5.33517896333333;19;20;766;7;10;356;continuous
mfeat_morphological;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91637512788993;train;1.90077823833333;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918833770479308;test;1.90077823833333;3;160;326;2;2;1400;multinomial
522_pm10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594218257039481;train;1.40760444166667;6;220;452;7;7;350;continuous
522_pm10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.746750176611067;test;1.40760444166667;6;220;452;7;7;350;continuous
210_cloud;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190275203804183;train;1.47479539833333;10;300;620;5;5;76;continuous
210_cloud;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335405367819391;test;1.47479539833333;10;300;620;5;5;76;continuous
allbp;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.957107914565041;train;1.07284181166667;13;25;524;2;25;2641;multinomial
allbp;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955015160616722;test;1.07284181166667;13;25;524;2;25;2641;multinomial
allhypo;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817514090832899;train;3.76509357166667;10;300;620;10;25;2639;multinomial
allhypo;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833993641477134;test;3.76509357166667;10;300;620;10;25;2639;multinomial
627_fri_c2_500_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822244847033383;train;1.30934034;7;20;294;7;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843403110030303;test;1.30934034;7;20;294;7;10;350;continuous
analcatdata_lawsuit;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964113680154142;train;0.96469847;3;160;326;1;4;185;binomial
analcatdata_lawsuit;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992063492063492;test;0.96469847;3;160;326;1;4;185;binomial
nikuradse_1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0257637989372273;train;1.428643785;9;280;578;2;2;254;continuous
nikuradse_1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0302211256891399;test;1.428643785;9;280;578;2;2;254;continuous
vowel;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97072156322023;train;18.104142705;7;13;180;12;13;693;multinomial
vowel;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963936141003647;test;18.104142705;7;13;180;12;13;693;multinomial
penguins;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.535450558333333;3;7;50;4;7;241;multinomial
penguins;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.535450558333333;3;7;50;4;7;241;multinomial
analcatdata_boxing2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678300094966762;train;0.188318135;6;3;42;1;3;93;binomial
analcatdata_boxing2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693850267379679;test;0.188318135;6;3;42;1;3;93;binomial
Hill_Valley_without_noise;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.51200812755374;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497692494534855;test;;-Inf;-Inf;;1;1;849;binomial
294_satellite_image;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44053267894885;train;2.06578221333333;8;212;440;17;24;4505;continuous
294_satellite_image;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456333230678211;test;2.06578221333333;8;212;440;17;24;4505;continuous
lupus;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862470862470862;train;1.63438744666667;10;300;620;1;3;61;binomial
lupus;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843195266272189;test;1.63438744666667;10;300;620;1;3;61;binomial
608_fri_c3_1000_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81585193019319;train;1.39796240833333;5;200;410;9;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.891121294424862;test;1.39796240833333;5;200;410;9;10;700;continuous
analcatdata_japansolvent;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931547619047619;train;0.323512378316667;7;20;290;3;5;37;binomial
analcatdata_japansolvent;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962962962962963;test;0.323512378316667;7;20;290;3;5;37;binomial
breast;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.4245149;6;36;284;8;9;490;binomial
breast;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978298611111111;test;0.4245149;6;36;284;8;9;490;binomial
616_fri_c4_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124160113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832423506712176;train;1.84036791333333;9;264;546;6;49;350;continuous
616_fri_c4_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124160113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806893367494574;test;1.84036791333333;9;264;546;6;49;350;continuous
yeast;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893103531107762;train;6.624553625;9;8;152;8;8;1036;multinomial
yeast;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881856681277023;test;6.624553625;9;8;152;8;8;1036;multinomial
634_fri_c2_100_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300212624671125;train;2.87709614333333;20;417;874;2;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528518737054246;test;2.87709614333333;20;417;874;2;9;70;continuous
634_fri_c2_100_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.721848450342496;train;1.237553575;11;18;416;8;9;70;continuous
634_fri_c2_100_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779300856000013;test;1.237553575;11;18;416;8;9;70;continuous
new_thyroid;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999432415523435;train;0.680167171666667;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998892580287929;test;0.680167171666667;3;160;326;5;5;151;multinomial
631_fri_c1_500_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806047665065337;train;0.897117735;3;160;326;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874354933496877;test;0.897117735;3;160;326;5;5;350;continuous
294_satellite_image;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469984602846457;train;1.86753104666667;3;54;146;27;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453154756821367;test;1.86753104666667;3;54;146;27;27;4505;continuous
611_fri_c3_100_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.691873676254602;train;1.40451662666667;6;220;452;4;4;70;continuous
611_fri_c3_100_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.24704151370165;test;1.40451662666667;6;220;452;4;4;70;continuous
heart_c;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94107714184145;train;1.98411016665;10;13;236;13;13;213;binomial
heart_c;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916376306620209;test;1.98411016665;10;13;236;13;13;213;binomial
mfeat_morphological;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916667628285359;train;3.29982733;20;308;656;2;2;1400;multinomial
mfeat_morphological;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914437123560526;test;3.29982733;20;308;656;2;2;1400;multinomial
dermatology;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999951585572501;train;0.828738304983333;3;160;326;25;25;257;multinomial
dermatology;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997953964194373;test;0.828738304983333;3;160;326;25;25;257;multinomial
pendigits;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997213774155475;train;10.424351205;3;160;326;14;16;7695;multinomial
pendigits;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99662260049009;test;10.424351205;3;160;326;14;16;7695;multinomial
mfeat_zernike;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99091672664169;train;0.387910871666667;3;32;136;31;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934240473914127;test;0.387910871666667;3;32;136;31;32;1400;multinomial
spectf;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892564242755604;train;0.599421296666667;3;160;326;44;44;245;binomial
spectf;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860294117647059;test;0.599421296666667;3;160;326;44;44;245;binomial
texture;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994993552495558;train;0.765590218333333;9;12;224;5;12;3850;multinomial
texture;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994189051551595;test;0.765590218333333;9;12;224;5;12;3850;multinomial
contraceptive;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124212020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718039332622204;train;6.60680895666667;11;9;200;4;9;1032;multinomial
contraceptive;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124212020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.675553022627491;test;6.60680895666667;11;9;200;4;9;1032;multinomial
1030_ERA;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.74505387416961;train;0.854117948333333;3;160;326;2;4;700;continuous
1030_ERA;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843016536297902;test;0.854117948333333;3;160;326;2;4;700;continuous
542_pollution;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494110582234151;train;0.67512739;11;45;502;5;9;42;continuous
542_pollution;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888369956763334;test;0.67512739;11;45;502;5;9;42;continuous
crx;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957321971152167;train;1.04128325;3;160;326;13;13;483;binomial
crx;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927775697434937;test;1.04128325;3;160;326;13;13;483;binomial
hepatitis;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881922675026123;train;1.42840018166667;7;240;494;18;19;109;binomial
hepatitis;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8;test;1.42840018166667;7;240;494;18;19;109;binomial
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83017420162257;train;2.09586796833333;8;244;504;6;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851458143833833;test;2.09586796833333;8;244;504;6;10;700;continuous
appendicitis;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125134743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885555555555556;train;0.627076354983333;3;160;326;4;4;75;binomial
appendicitis;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125134743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8;test;0.627076354983333;3;160;326;4;4;75;binomial
622_fri_c2_1000_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829758153564634;train;0.661719861666667;3;160;326;5;50;700;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830837815896976;test;0.661719861666667;3;160;326;5;50;700;continuous
cars;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840008558344102;train;1.6841528;9;6;114;3;6;275;multinomial
cars;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827140768588137;test;1.6841528;9;6;114;3;6;275;multinomial
643_fri_c2_500_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841677200013614;train;0.345282293333333;6;124;312;10;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.911848860108357;test;0.345282293333333;6;124;312;10;25;350;continuous
wine_quality_red;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.754228975830093;train;4.82880866833333;6;11;136;4;11;1120;multinomial
wine_quality_red;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.771331884889684;test;4.82880866833333;6;11;136;4;11;1120;multinomial
666_rmftsa_ladata;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.604314691961441;train;3.94600824666667;20;20;796;3;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528443962698894;test;3.94600824666667;20;20;796;3;10;356;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180176214242161;train;1.21352203833333;6;220;452;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35380301261049;test;1.21352203833333;6;220;452;5;5;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.881987977237792;train;0.650687343333333;10;125;480;5;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.881215716360896;test;0.650687343333333;10;125;480;5;25;350;continuous
analcatdata_cyyoung9302;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899408284023669;train;0.55960413;10;6;128;3;6;65;binomial
analcatdata_cyyoung9302;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.773809523809524;test;0.55960413;10;6;128;3;6;65;binomial
666_rmftsa_ladata;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124211742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52521306525162;train;0.70123603;3;160;326;1;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124211742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.536905925624773;test;0.70123603;3;160;326;1;10;356;continuous
allhyper;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981735618402075;train;3.67700981333333;11;320;662;6;25;2640;multinomial
allhyper;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989005984907624;test;3.67700981333333;11;320;662;6;25;2640;multinomial
australian;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942553713504609;train;0.446832471666667;7;52;334;7;13;483;binomial
australian;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900242854474127;test;0.446832471666667;7;52;334;7;13;483;binomial
cleve;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945165303945965;train;1.04483911333333;6;13;150;10;13;213;binomial
cleve;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90741662518666;test;1.04483911333333;6;13;150;10;13;213;binomial
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859916625705979;train;1.48342386666667;5;200;410;22;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792396011027144;test;1.48342386666667;5;200;410;22;25;700;continuous
227_cpu_small;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126101913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19441921757145;train;4.47240763833333;3;160;326;10;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126101913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219439333982086;test;4.47240763833333;3;160;326;10;12;5735;continuous
heart_statlog;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950649646683383;train;0.551902838333333;9;52;426;7;13;189;binomial
heart_statlog;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84577723378213;test;0.551902838333333;9;52;426;7;13;189;binomial
heart_h;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921658526861357;train;1.27805323333333;6;220;452;6;12;206;binomial
heart_h;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885853066180935;test;1.27805323333333;6;220;452;6;12;206;binomial
hepatitis;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867293625914316;train;0.66885123665;3;160;326;19;19;109;binomial
hepatitis;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747222222222222;test;0.66885123665;3;160;326;19;19;109;binomial
695_chatfield_4;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306783862938736;train;0.568290659983333;3;160;326;9;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379787245670798;test;0.568290659983333;3;160;326;9;10;165;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819702567293908;train;0.831772183333333;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829454413044057;test;0.831772183333333;3;160;326;5;10;700;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453287365327856;train;0.10089608835;3;25;156;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478171862567533;test;0.10089608835;3;25;156;5;5;350;continuous
ionosphere;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125142426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80794701986755;train;1.45745461833333;6;220;452;8;32;246;binomial
ionosphere;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125142426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.741935483870968;test;1.45745461833333;6;220;452;8;32;246;binomial
657_fri_c2_250_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247089128397304;train;1.91598079835;9;280;578;2;10;175;continuous
657_fri_c2_250_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506455331909702;test;1.91598079835;9;280;578;2;10;175;continuous
654_fri_c0_500_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.518612873480737;train;0.57620757;6;20;252;5;10;350;continuous
654_fri_c0_500_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.539624056637165;test;0.57620757;6;20;252;5;10;350;continuous
twonorm;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125102808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999739856800486;train;6.60535133833333;3;160;326;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125102808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995753008894167;test;6.60535133833333;3;160;326;20;20;5180;binomial
prnn_fglass;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875682830917993;train;0.350272945;3;9;64;3;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792065217391304;test;0.350272945;3;9;64;3;9;144;multinomial
207_autoPrice;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124200601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.404845417325746;train;1.12312992166667;10;20;402;3;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124200601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.427311281672086;test;1.12312992166667;10;20;402;3;10;112;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448420622654717;train;2.04300073833333;8;99;360;43;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528002886155274;test;2.04300073833333;8;99;360;43;50;350;continuous
nikuradse_1;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0383445533533729;train;0.536467871666667;3;160;326;2;2;254;continuous
nikuradse_1;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0527516113505291;test;0.536467871666667;3;160;326;2;2;254;continuous
666_rmftsa_ladata;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.586369576306104;train;0.454387296666667;7;50;334;10;10;356;continuous
666_rmftsa_ladata;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449964802081787;test;0.454387296666667;7;50;334;10;10;356;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858288146159811;train;1.44883767666667;6;220;452;3;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841070589598279;test;1.44883767666667;6;220;452;3;5;175;continuous
labor;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.464279815;5;15;142;7;15;40;binomial
labor;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985714285714286;test;0.464279815;5;15;142;7;15;40;binomial
1201_BNG_breastTumor;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914299351619095;train;1.59121382001667;3;18;124;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916200049245926;test;1.59121382001667;3;18;124;9;9;81648;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126104553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79602047336429;train;0.558820698333333;8;125;386;14;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126104553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845505122632177;test;0.558820698333333;8;125;386;14;25;700;continuous
letter;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994684820174528;train;16.0283986483333;6;220;452;15;16;14000;multinomial
letter;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991555431123106;test;16.0283986483333;6;220;452;15;16;14000;multinomial
605_fri_c2_250_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.723391621312095;train;0.376504181666667;6;125;312;17;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845856438870609;test;0.376504181666667;6;125;312;17;25;175;continuous
waveform_40;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968366700591243;train;10.4728659866833;3;37;136;20;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974242163715052;test;10.4728659866833;3;37;136;20;40;3500;multinomial
573_cpu_act;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126104839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215574056082336;train;15.02200292;9;280;578;12;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126104839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231026032069166;test;15.02200292;9;280;578;12;17;5735;continuous
movement_libras;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999873393801965;train;1.97046759;5;200;410;19;20;252;multinomial
movement_libras;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969982048374906;test;1.97046759;5;200;410;19;20;252;multinomial
mfeat_fourier;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983367850265008;train;36.4851433466667;2;46;96;27;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969095622170452;test;36.4851433466667;2;46;96;27;76;1400;multinomial
658_fri_c3_250_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868099805937362;train;0.699447735;11;125;522;7;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756442711077823;test;0.699447735;11;125;522;7;25;175;continuous
611_fri_c3_100_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.947161627872006;train;0.277494596666667;7;20;308;1;4;70;continuous
611_fri_c3_100_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861290843130121;test;0.277494596666667;7;20;308;1;4;70;continuous
mfeat_factors;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999968181437706;train;3.76782725001667;3;160;326;133;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995333062974874;test;3.76782725001667;3;160;326;133;133;1400;multinomial
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914538508087803;train;1.66873973166667;3;18;124;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916272244471038;test;1.66873973166667;3;18;124;9;9;81648;continuous
wdbc;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994400775277269;train;0.970291645;3;160;326;13;21;399;binomial
wdbc;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986438679245283;test;0.970291645;3;160;326;13;21;399;binomial
iris;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993944636678201;train;0.838385125;5;184;378;3;3;105;multinomial
iris;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997395833333333;test;0.838385125;5;184;378;3;3;105;multinomial
cloud;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99905303030303;train;0.670717518333333;3;160;326;1;7;76;multinomial
cloud;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957142857142857;test;0.670717518333333;3;160;326;1;7;76;multinomial
mfeat_morphological;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952132348538713;train;1.30076249833333;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944138496419048;test;1.30076249833333;3;160;326;3;3;1400;multinomial
calendarDOW;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125185032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956752852293036;train;0.449633225;10;14;274;8;14;280;multinomial
calendarDOW;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125185032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.717942829284658;test;0.449633225;10;14;274;8;14;280;multinomial
breast_cancer;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.813761893710838;train;1.32456398833333;7;240;494;5;9;201;binomial
breast_cancer;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.666199158485274;test;1.32456398833333;7;240;494;5;9;201;binomial
nikuradse_2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840871117831297;train;0.0395243733333333;3;5;40;0;1;254;continuous
nikuradse_2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.743468290883518;test;0.0395243733333333;3;5;40;0;1;254;continuous
contraceptive;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739533979556401;train;0.220304191666667;9;9;168;8;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707844372633105;test;0.220304191666667;9;9;168;8;9;1032;multinomial
602_fri_c3_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787017279924585;train;1.35917161335;9;18;338;6;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897398280929452;test;1.35917161335;9;18;338;6;9;175;continuous
519_vinnie;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481116830223381;train;0.0718521383333333;3;10;80;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46791170000724;test;0.0718521383333333;3;10;80;1;2;266;continuous
695_chatfield_4;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.328966857633873;train;0.927997488333333;7;18;264;3;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318784049236888;test;0.927997488333333;7;18;264;3;9;165;continuous
hepatitis;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961580086580087;train;0.609831338333333;3;160;326;8;19;109;binomial
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635_fri_c0_250_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605140634525024;test;0.167763318333333;3;50;166;10;10;175;continuous
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1201_BNG_breastTumor;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916421133061516;train;12.9806920166667;10;268;556;8;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91441575958586;test;12.9806920166667;10;268;556;8;9;81648;continuous
allhypo;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125210258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831043824384031;train;4.29057089166667;10;252;524;14;25;2639;multinomial
allhypo;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125210258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845164609053498;test;4.29057089166667;10;252;524;14;25;2639;multinomial
prnn_fglass;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875522283792744;train;1.52058099666667;8;260;536;8;9;144;multinomial
prnn_fglass;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.774322916666667;test;1.52058099666667;8;260;536;8;9;144;multinomial
profb;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.68271948871318;train;1.09358311833333;5;200;410;9;9;471;binomial
profb;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677644492911669;test;1.09358311833333;5;200;410;9;9;471;binomial
nikuradse_2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124212033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814182411285749;train;2.74863717168333;20;369;778;1;1;254;continuous
nikuradse_2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124212033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770765597340927;test;2.74863717168333;20;369;778;1;1;254;continuous
irish;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124184513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865028349156118;train;0.797212741666667;11;4;94;3;4;350;binomial
irish;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124184513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906431686046512;test;0.797212741666667;11;4;94;3;4;350;binomial
527_analcatdata_election2000;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320624575023217;train;0.299264116666667;12;4;104;2;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.338988729200498;test;0.299264116666667;12;4;104;2;2;47;continuous
diabetes;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890666870836843;train;1.17569279333333;5;200;410;8;8;538;binomial
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592_fri_c4_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125183216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845942690097099;train;1.99769989666667;9;264;546;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125183216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875019535010985;test;1.99769989666667;9;264;546;5;25;700;continuous
537_houses;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.60513111016282;train;0.196711825;3;25;144;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.599362040753685;test;0.196711825;3;25;144;5;5;14448;continuous
backache;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124161941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927830188679245;train;0.856379455;3;160;326;32;32;126;binomial
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627_fri_c2_500_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835505330953598;train;0.465988245;9;50;418;5;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843862910889699;test;0.465988245;9;50;418;5;10;350;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125134013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.162321406165049;train;5.30770185166667;14;332;692;7;10;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125134013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28265053915071;test;5.30770185166667;14;332;692;7;10;700;continuous
credit_g;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82320557956703;train;5.8747352;16;20;530;20;20;700;binomial
credit_g;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.772638942868247;test;5.8747352;16;20;530;20;20;700;binomial
vehicle;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947921462158531;train;0.0963549066666667;3;13;88;13;13;593;multinomial
vehicle;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944388766817203;test;0.0963549066666667;3;13;88;13;13;593;multinomial
604_fri_c4_500_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125200520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206173342393949;train;2.04136523666667;8;260;536;4;10;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125200520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366490543440353;test;2.04136523666667;8;260;536;4;10;350;continuous
505_tecator;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0922770920039458;train;0.158806975;3;82;186;2;18;168;continuous
505_tecator;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.103196575737541;test;0.158806975;3;82;186;2;18;168;continuous
1595_poker;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816539756919824;train;50.7251528583167;1;20;52;7;10;717507;continuous
1595_poker;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814258180560824;test;50.7251528583167;1;20;52;7;10;717507;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125141006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528027444938138;train;0.40793763335;8;50;376;9;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125141006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.591377521397823;test;0.40793763335;8;50;376;9;10;350;continuous
tae;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917368599682202;train;3.570079435;20;493;1026;5;5;106;multinomial
tae;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.676129718234981;test;3.570079435;20;493;1026;5;5;106;multinomial
appendicitis;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848333333333333;train;0.487716231666667;15;16;452;1;4;75;binomial
appendicitis;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873333333333333;test;0.487716231666667;15;16;452;1;4;75;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735802469135803;train;0.527090105;3;160;326;2;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642361111111111;test;0.527090105;3;160;326;2;3;84;binomial
heart_c;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950053418803419;train;2.014171505;10;300;620;12;13;213;binomial
heart_c;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909226190476191;test;2.014171505;10;300;620;12;13;213;binomial
586_fri_c3_1000_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812350835755476;train;1.49003915;7;224;462;3;25;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795994428063505;test;1.49003915;7;224;462;3;25;700;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.308196592320173;train;1.00176997;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144058436767099;test;1.00176997;3;160;326;0;3;333;continuous
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967776584317938;train;2.13009196833333;16;329;690;4;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891666666666667;test;2.13009196833333;16;329;690;4;7;68;binomial
breast_cancer;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.760948905109489;train;1.31169362833333;14;9;258;4;9;201;binomial
breast_cancer;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694568452380952;test;1.31169362833333;14;9;258;4;9;201;binomial
saheart;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814043209876543;train;0.46636144;3;9;62;9;9;324;binomial
saheart;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.729874776386404;test;0.46636144;3;9;62;9;9;324;binomial
page_blocks;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983694952320963;train;16.5102033033333;6;7;92;7;7;3832;multinomial
page_blocks;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971930404196487;test;16.5102033033333;6;7;92;7;7;3832;multinomial
574_house_16H;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485717431183015;train;5.28997361166667;13;291;608;14;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46248669273743;test;5.28997361166667;13;291;608;14;15;15949;continuous
prnn_synth;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96532131661442;train;1.13104298835;5;200;410;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951280227596017;test;1.13104298835;5;200;410;2;2;175;binomial
contraceptive;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741570616014109;train;0.152235045;6;9;116;9;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.699752433358991;test;0.152235045;6;9;116;9;9;1032;multinomial
590_fri_c0_1000_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489955116252182;train;0.51395717;3;71;150;9;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491314014523383;test;0.51395717;3;71;150;9;50;700;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124212635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281563471739546;train;2.49094960333333;20;412;864;5;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124212635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414991306251623;test;2.49094960333333;20;412;864;5;24;175;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.13789603474045;train;0.0885412116666667;5;10;120;1;2;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.353255452931637;test;0.0885412116666667;5;10;120;1;2;47;continuous
calendarDOW;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80786790549287;train;0.458397548333333;13;14;294;2;14;280;multinomial
calendarDOW;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.692376020408163;test;0.458397548333333;13;14;294;2;14;280;multinomial
620_fri_c1_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181715004984719;train;3.119836245;15;352;734;4;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277935340421248;test;3.119836245;15;352;734;4;25;700;continuous
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.539366450524072;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.526300578034682;test;;-Inf;-Inf;;1;1;849;binomial
637_fri_c1_500_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855741505689419;train;0.725130846666667;3;72;150;50;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85867069687965;test;0.725130846666667;3;72;150;50;50;350;continuous
dermatology;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999681396888447;train;0.985975666666667;3;160;326;25;25;257;multinomial
dermatology;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99638798064931;test;0.985975666666667;3;160;326;25;25;257;multinomial
spectf;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920010157440325;train;1.392732205;6;220;452;30;44;245;binomial
spectf;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809195402298851;test;1.392732205;6;220;452;30;44;245;binomial
crx;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987269933293752;train;0.721621686666667;3;160;326;10;13;483;binomial
crx;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939805279910129;test;0.721621686666667;3;160;326;10;13;483;binomial
690_visualizing_galaxy;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.274352266818346;train;1.06857115166667;5;200;410;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287022236200003;test;1.06857115166667;5;200;410;3;3;227;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.769780740527311;train;0.761473348333333;3;160;326;5;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866681197359106;test;0.761473348333333;3;160;326;5;5;175;continuous
analcatdata_creditscore;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990384615384615;train;0.270530673333333;3;112;230;1;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.270530673333333;3;112;230;1;6;70;binomial
522_pm10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843136051088943;train;0.153772983333333;3;35;166;7;7;350;continuous
522_pm10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846971629291606;test;0.153772983333333;3;35;166;7;7;350;continuous
wine_quality_white;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.872499544877754;train;2.6314057;3;160;326;11;11;3429;multinomial
wine_quality_white;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.702200426300687;test;2.6314057;3;160;326;11;11;3429;multinomial
cleveland;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.580396195318664;train;3.44141656333333;8;13;208;1;13;213;multinomial
cleveland;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.591339612768184;test;3.44141656333333;8;13;208;1;13;213;multinomial
666_rmftsa_ladata;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601218926340277;train;0.362079403333333;6;50;292;8;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449438156809529;test;0.362079403333333;6;50;292;8;10;356;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.623858792405953;train;4.58665254333333;11;217;456;8;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.623922768583426;test;4.58665254333333;11;217;456;8;9;21773;continuous
heart_statlog;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951907879882592;train;0.150106866666667;3;50;174;12;13;189;binomial
heart_statlog;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824155193992491;test;0.150106866666667;3;50;174;12;13;189;binomial
twonorm;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997666290585732;train;3.21776151;3;20;114;20;20;5180;binomial
twonorm;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998723672704864;test;3.21776151;3;20;114;20;20;5180;binomial
654_fri_c0_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.533684366163445;train;1.56952819;8;20;332;6;10;350;continuous
654_fri_c0_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504549475903947;test;1.56952819;8;20;332;6;10;350;continuous
phoneme;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79863364987779;train;0.382397538316667;9;20;304;5;5;3783;binomial
phoneme;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784978616512783;test;0.382397538316667;9;20;304;5;5;3783;binomial
607_fri_c4_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822547025234047;train;0.24534557;3;90;186;10;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865238975721977;test;0.24534557;3;90;186;10;50;700;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259064900658503;train;1.60726862666667;11;320;662;4;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.519192643117808;test;1.60726862666667;11;320;662;4;10;175;continuous
sonar;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920112781954887;train;0.527062165;7;149;342;18;60;146;binomial
sonar;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796825396825397;test;0.527062165;7;149;342;18;60;146;binomial
nikuradse_1;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.199741823918541;train;0.616869606683333;3;160;326;1;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.186176624674536;test;0.616869606683333;3;160;326;1;2;254;continuous
crx;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942446043165468;train;1.62601346666667;9;280;578;12;14;483;binomial
crx;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899159663865546;test;1.62601346666667;9;280;578;12;14;483;binomial
503_wind;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466570346157619;train;1.207496085;3;28;144;13;14;4602;continuous
503_wind;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467555644021275;test;1.207496085;3;28;144;13;14;4602;continuous
1096_FacultySalaries;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42394208728476;train;0.0716736083333333;3;10;80;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.297935197035428;test;0.0716736083333333;3;10;80;1;2;35;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.22063052344305;train;0.08146976;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197485720662442;test;0.08146976;3;15;120;3;3;333;continuous
magic;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85406413566477;train;2.58314196333333;3;9;58;9;9;13314;binomial
magic;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851058133386531;test;2.58314196333333;3;9;58;9;9;13314;binomial
ring;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.776786357282639;train;1.934520035;3;20;104;20;20;5180;binomial
ring;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763939423698907;test;1.934520035;3;20;104;20;20;5180;binomial
satimage;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977998130370006;train;24.1083554966667;3;25;116;25;25;4505;multinomial
satimage;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97676180169533;test;24.1083554966667;3;25;116;25;25;4505;multinomial
633_fri_c0_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126105853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492108605974458;train;1.35176716833333;9;216;450;25;25;350;continuous
633_fri_c0_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126105853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524759560066397;test;1.35176716833333;9;216;450;25;25;350;continuous
dis;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722124486889503;train;11.948776805;18;25;746;8;25;2641;binomial
dis;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.627718200774501;test;11.948776805;18;25;746;8;25;2641;binomial
segmentation;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997096881243037;train;8.21862358166667;3;14;82;12;14;1617;multinomial
segmentation;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998119267679431;test;8.21862358166667;3;14;82;12;14;1617;multinomial
analcatdata_germangss;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825196380576206;train;0.69978881;5;5;56;3;5;280;multinomial
analcatdata_germangss;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709319278909821;test;0.69978881;5;5;56;3;5;280;multinomial
haberman;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.698987050960735;train;0.908404793333333;5;200;410;3;3;215;binomial
haberman;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767884322678843;test;0.908404793333333;5;200;410;3;3;215;binomial
666_rmftsa_ladata;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125203721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524154161266236;train;1.42482528833333;7;240;494;8;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125203721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.576007086109243;test;1.42482528833333;7;240;494;8;10;356;continuous
207_autoPrice;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436331773176218;train;0.6009173;7;18;264;9;9;112;continuous
207_autoPrice;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540696434122335;test;0.6009173;7;18;264;9;9;112;continuous
confidence;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95;test;;-Inf;-Inf;;1;1;51;multinomial
contraceptive;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125095214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849401525872978;train;2.98427491166667;11;320;662;4;9;1032;multinomial
contraceptive;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125095214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.732405629434318;test;2.98427491166667;11;320;662;4;9;1032;multinomial
glass2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98046398046398;train;0.889361535;5;200;410;3;9;115;binomial
glass2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930555555555556;test;0.889361535;5;200;410;3;9;115;binomial
mfeat_morphological;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916075631106793;train;0.04740223;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911962892813481;test;0.04740223;3;2;16;2;2;1400;multinomial
banana;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545544762366278;train;0.0714752333333333;3;2;16;2;2;3710;binomial
banana;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527261352163067;test;0.0714752333333333;3;2;16;2;2;3710;binomial
allhypo;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841282352917759;train;30.7376011716833;6;24;258;9;24;2639;multinomial
allhypo;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766046271571442;test;30.7376011716833;6;24;258;9;24;2639;multinomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992603550295858;train;4.40478747165;20;500;1040;5;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896825396825397;test;4.40478747165;20;500;1040;5;6;65;binomial
613_fri_c3_250_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126095701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811408701677857;train;0.843158598333333;3;160;326;3;5;175;continuous
613_fri_c3_250_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126095701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798397164268589;test;0.843158598333333;3;160;326;3;5;175;continuous
appendicitis;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837777777777778;train;0.17252145;5;4;46;2;4;75;binomial
appendicitis;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82;test;0.17252145;5;4;46;2;4;75;binomial
auto;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998310810810811;train;1.77066018;8;260;536;13;20;142;multinomial
auto;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957522408963585;test;1.77066018;8;260;536;13;20;142;multinomial
583_fri_c1_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807116407694601;train;1.23407356331667;5;200;410;33;50;700;continuous
583_fri_c1_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840057628420283;test;1.23407356331667;5;200;410;33;50;700;continuous
637_fri_c1_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852769694119584;train;1.30805199166667;6;220;452;20;50;350;continuous
637_fri_c1_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863611599938884;test;1.30805199166667;6;220;452;20;50;350;continuous
horse_colic;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852742346938775;train;0.679654756666667;3;160;326;10;22;258;binomial
horse_colic;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80921052631579;test;0.679654756666667;3;160;326;10;22;258;binomial
690_visualizing_galaxy;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321884732646646;train;0.122543635;5;15;140;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.345715271523162;test;0.122543635;5;15;140;3;3;227;continuous
656_fri_c1_100_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.749432841066905;train;0.436070803333333;7;10;156;5;5;70;continuous
656_fri_c1_100_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.968928423554953;test;0.436070803333333;7;10;156;5;5;70;continuous
waveform_40;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991148638238375;train;7.661081795;7;240;494;35;40;3500;multinomial
waveform_40;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969192962090328;test;7.661081795;7;240;494;35;40;3500;multinomial
616_fri_c4_500_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124204614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816494917116505;train;0.193981315;3;90;186;5;49;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124204614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.886445977165999;test;0.193981315;3;90;186;5;49;350;continuous
cleve;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938626226583408;train;0.535823676666667;8;52;376;11;13;213;binomial
cleve;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891637803067788;test;0.535823676666667;8;52;376;11;13;213;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986928104575163;train;0.60069088;3;160;326;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964285714285714;test;0.60069088;3;160;326;4;4;35;binomial
230_machine_cpu;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.270608032159673;train;1.39426804833333;15;12;376;3;6;147;continuous
230_machine_cpu;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.360596923109695;test;1.39426804833333;15;12;376;3;6;147;continuous
breast_cancer;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747447203527501;train;1.76110962333333;11;9;198;3;9;201;binomial
breast_cancer;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711781206171108;test;1.76110962333333;11;9;198;3;9;201;binomial
230_machine_cpu;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181645225790166;train;2.05954000333333;9;280;578;6;6;147;continuous
230_machine_cpu;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196523483594488;test;2.05954000333333;9;280;578;6;6;147;continuous
bupa;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72767643642823;train;0.400213231666667;5;5;56;5;5;242;binomial
bupa;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644546147978642;test;0.400213231666667;5;5;56;5;5;242;binomial
1030_ERA;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.703346304203318;train;0.944708773333333;5;200;410;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.814594522386347;test;0.944708773333333;5;200;410;4;4;700;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823008107360049;train;0.93392892;3;160;326;5;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868493177888041;test;0.93392892;3;160;326;5;10;175;continuous
analcatdata_germangss;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.785117551605721;train;0.72679483;3;160;326;2;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.692298368149003;test;0.72679483;3;160;326;2;5;280;multinomial
twonorm;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998105948796663;train;0.270591113333333;3;65;166;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997654901126768;test;0.270591113333333;3;65;166;20;20;5180;binomial
wine_quality_white;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.636011464313135;train;0.50551252;11;11;228;1;11;3429;multinomial
wine_quality_white;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.600581596104869;test;0.50551252;11;11;228;1;11;3429;multinomial
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.449788096089318;train;1.27482526;5;112;234;25;70;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465420032939932;test;1.27482526;5;112;234;25;70;742;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.46294126075874;train;1.67210666333333;11;320;662;1;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.714098546776045;test;1.67210666333333;11;320;662;1;4;70;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809554965432577;train;1.27471602333333;5;50;230;19;25;700;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857771936503396;test;1.27471602333333;5;50;230;19;25;700;continuous
547_no2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.640242775903454;train;0.856517758333333;7;14;196;7;7;350;continuous
547_no2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.665305393751497;test;0.856517758333333;7;14;196;7;7;350;continuous
german;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82338460345613;train;1.540730085;17;80;754;9;20;700;binomial
german;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744448586186698;test;1.540730085;17;80;754;9;20;700;binomial
503_wind;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470378187854451;train;1.88093686166667;12;228;480;7;14;4602;continuous
503_wind;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482063565657737;test;1.88093686166667;12;228;480;7;14;4602;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828679978345319;train;2.15872544333333;12;50;524;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821102158846412;test;2.15872544333333;12;50;524;5;25;700;continuous
german;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.815900562851782;train;1.33014561;5;200;410;6;20;700;binomial
german;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.756349289297659;test;1.33014561;5;200;410;6;20;700;binomial
analcatdata_authorship;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.89665661831667;3;50;106;70;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999885347397386;test;2.89665661831667;3;50;106;70;70;589;multinomial
churn;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858361085345077;train;1.58534334;16;60;712;10;15;3500;binomial
churn;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864563518222055;test;1.58534334;16;60;712;10;15;3500;binomial
ecoli;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981811594135219;train;0.05461842;3;6;44;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980074370709382;test;0.05461842;3;6;44;5;6;229;multinomial
588_fri_c4_1000_100;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834449894334224;train;0.2925027;3;90;186;5;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849257480223016;test;0.2925027;3;90;186;5;100;700;continuous
mfeat_factors;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999657976634961;train;2.37158126833333;3;160;326;137;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998617916997293;test;2.37158126833333;3;160;326;137;137;1400;multinomial
595_fri_c0_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486168655248481;train;0.876706031666667;3;160;326;7;10;700;continuous
595_fri_c0_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508089411690092;test;0.876706031666667;3;160;326;7;10;700;continuous
prnn_crabs;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.136874555;10;236;492;4;4;140;binomial
prnn_crabs;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96210407239819;test;1.136874555;10;236;492;4;4;140;binomial
598_fri_c0_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257056880840037;train;3.53370480166667;7;240;494;24;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419292987450716;test;3.53370480166667;7;240;494;24;25;700;continuous
allrep;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125150355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98409361009361;train;5.38510254333333;18;428;892;21;24;2641;multinomial
allrep;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125150355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925687078109932;test;5.38510254333333;18;428;892;21;24;2641;multinomial
lupus;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124175636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875;train;0.0441447366666667;3;2;16;2;2;61;binomial
lupus;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124175636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793939393939394;test;0.0441447366666667;3;2;16;2;2;61;binomial
vowel;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971424750330905;train;3.29240002833333;20;260;560;11;13;693;multinomial
vowel;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958580514927668;test;3.29240002833333;20;260;560;11;13;693;multinomial
cleve;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942418253683076;train;0.770833458333333;6;13;150;9;13;213;binomial
cleve;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880928853754941;test;0.770833458333333;6;13;150;9;13;213;binomial
620_fri_c1_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839357976306456;train;0.604203201666667;3;50;146;20;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823544318981193;test;0.604203201666667;3;50;146;20;25;700;continuous
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954248366013072;train;0.14791705;9;4;78;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.14791705;9;4;78;4;4;35;binomial
sonar;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905165912518854;train;10.354521985;20;59;852;17;59;146;binomial
sonar;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865203761755486;test;10.354521985;20;59;852;17;59;146;binomial
churn;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985627774892188;train;5.746561195;20;387;816;13;15;3500;binomial
churn;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901739515250545;test;5.746561195;20;387;816;13;15;3500;binomial
201_pol;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.136931269413058;train;31.6710752116667;9;280;578;15;26;10500;continuous
201_pol;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141455471190584;test;31.6710752116667;9;280;578;15;26;10500;continuous
227_cpu_small;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125135005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.181523886577295;train;1.687021715;3;160;326;12;12;5735;continuous
227_cpu_small;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125135005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.202644083182245;test;1.687021715;3;160;326;12;12;5735;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656958142054124;train;2.28179289498333;3;50;166;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657765265754577;test;2.28179289498333;3;50;166;10;10;700000;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832255846900776;train;0.280303193333333;6;50;292;10;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818996099514265;test;0.280303193333333;6;50;292;10;10;700;continuous
344_mv;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452078223966306;train;0.449637501666667;5;45;250;6;9;28538;continuous
344_mv;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452771924951518;test;0.449637501666667;5;45;250;6;9;28538;continuous
594_fri_c2_100_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842386148702549;train;0.11078665;3;25;166;2;5;70;continuous
594_fri_c2_100_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.13921225594933;test;0.11078665;3;25;166;2;5;70;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506507789523369;train;0.806974516683333;3;160;326;10;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562983800548245;test;0.806974516683333;3;160;326;10;25;700;continuous
527_analcatdata_election2000;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.132462765344736;train;0.174481015;8;10;180;2;2;47;continuous
527_analcatdata_election2000;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0704969907970493;test;0.174481015;8;10;180;2;2;47;continuous
mfeat_factors;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124212232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999629180146307;train;30.0239195183333;4;70;180;28;134;1400;multinomial
mfeat_factors;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124212232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994452265947652;test;30.0239195183333;4;70;180;28;134;1400;multinomial
pima;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838051258369891;train;0.619355001666667;7;8;120;7;8;538;binomial
pima;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836348884381339;test;0.619355001666667;7;8;120;7;8;538;binomial
mfeat_morphological;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917243463038327;train;2.48364538333333;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918449230968712;test;2.48364538333333;3;160;326;2;2;1400;multinomial
529_pollen;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445927377679371;train;0.156395585;3;8;60;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.451618350544095;test;0.156395585;3;8;60;4;4;2694;continuous
665_sleuth_case2002;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819714876875781;train;0.882081553333333;3;160;326;1;6;103;continuous
665_sleuth_case2002;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7779820300869;test;0.882081553333333;3;160;326;1;6;103;continuous
irish;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912007665873645;train;0.228739963333333;6;16;194;3;4;350;binomial
irish;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80690836940837;test;0.228739963333333;6;16;194;3;4;350;binomial
mfeat_karhunen;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998061634948345;train;2.51187292333333;6;220;452;22;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99590505873265;test;2.51187292333333;6;220;452;22;64;1400;multinomial
magic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867725138391436;train;6.71268557333333;10;9;170;9;9;13314;binomial
magic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870252972790932;test;6.71268557333333;10;9;170;9;9;13314;binomial
712_chscase_geyser1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.56511144907643;train;0.105628336666667;5;10;116;2;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580074562365018;test;0.105628336666667;5;10;116;2;2;156;continuous
titanic;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839329174801939;train;2.21133310666667;8;260;536;7;7;1545;binomial
titanic;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.778003710045662;test;2.21133310666667;8;260;536;7;7;1545;binomial
allhypo;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841408289647602;train;30.1486125433333;10;25;404;17;25;2639;multinomial
allhypo;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870994310246309;test;30.1486125433333;10;25;404;17;25;2639;multinomial
195_auto_price;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.315303769683592;train;1.68204420666667;10;295;610;8;10;112;continuous
195_auto_price;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456870615282711;test;1.68204420666667;10;295;610;8;10;112;continuous
609_fri_c0_1000_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124182955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486100996559176;train;0.274919653333333;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124182955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488065872694908;test;0.274919653333333;3;10;72;5;5;700;continuous
cmc;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.601144073478144;train;0.0791837583333333;3;9;58;1;9;1032;multinomial
cmc;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.584222885985944;test;0.0791837583333333;3;9;58;1;9;1032;multinomial
crx;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997155709584821;train;0.789782865;3;160;326;13;13;483;binomial
crx;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91714953271028;test;0.789782865;3;160;326;13;13;483;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983552631578947;train;0.0609200633333333;3;12;80;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962962962962963;test;0.0609200633333333;3;12;80;3;3;35;binomial
647_fri_c1_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791621290011922;train;0.481907855;10;50;460;10;10;175;continuous
647_fri_c1_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84487716129298;test;0.481907855;10;50;460;10;10;175;continuous
lupus;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880630630630631;train;0.595488193333333;3;160;326;1;2;61;binomial
lupus;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784848484848485;test;0.595488193333333;3;160;326;1;2;61;binomial
201_pol;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.572286002350697;train;1.01693210166667;10;130;470;26;26;10500;continuous
201_pol;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.572266014660693;test;1.01693210166667;10;130;470;26;26;10500;continuous
auto;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991653756135463;train;2.405925645;13;360;746;3;21;142;multinomial
auto;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910220922677063;test;2.405925645;13;360;746;3;21;142;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125120703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999816064093825;train;4.07536862666667;3;160;326;14;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125120703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999615230984176;test;4.07536862666667;3;160;326;14;21;5040;multinomial
588_fri_c4_1000_100;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209063643075287;train;5.12503188333333;17;405;844;7;100;700;continuous
588_fri_c4_1000_100;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268636464480953;test;5.12503188333333;17;405;844;7;100;700;continuous
dermatology;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.234432278333333;3;25;132;17;25;257;multinomial
dermatology;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950283562528134;test;0.234432278333333;3;25;132;17;25;257;multinomial
hungarian;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926562982799464;train;1.34209173;6;220;452;8;12;206;binomial
hungarian;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865564738292011;test;1.34209173;6;220;452;8;12;206;binomial
522_pm10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125131053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848055088405103;train;1.59962200333333;9;280;578;3;7;350;continuous
522_pm10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125131053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864362507029771;test;1.59962200333333;9;280;578;3;7;350;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125143305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834773973352281;train;0.136982155;3;8;60;4;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125143305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.899238542591599;test;0.136982155;3;8;60;4;4;70;continuous
heart_c;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895977317029949;train;0.584038116666667;3;160;326;13;13;213;binomial
heart_c;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945701357466063;test;0.584038116666667;3;160;326;13;13;213;binomial
analcatdata_happiness;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953621031746032;train;2.87433416831667;18;460;956;2;3;42;multinomial
analcatdata_happiness;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.46875;test;2.87433416831667;18;460;956;2;3;42;multinomial
cleve;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94295724038807;train;1.88613291833333;9;13;220;12;13;213;binomial
cleve;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877470355731225;test;1.88613291833333;9;13;220;12;13;213;binomial
schizo;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.669513031550069;train;0.924696086666667;3;160;326;2;13;238;multinomial
schizo;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.602453102453103;test;0.924696086666667;3;160;326;2;13;238;multinomial
584_fri_c4_500_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836361311550005;train;0.531313536666667;3;49;150;24;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797441562917867;test;0.531313536666667;3;49;150;24;25;350;continuous
529_pollen;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430067461738893;train;2.23241027833333;3;160;326;4;4;2694;continuous
529_pollen;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497647075490244;test;2.23241027833333;3;160;326;4;4;2694;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.37974835580536;train;0.664181961666667;10;125;480;21;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.890878563412126;test;0.664181961666667;10;125;480;21;25;70;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317875591132083;train;1.96553690331667;11;301;624;10;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491271255870877;test;1.96553690331667;11;301;624;10;10;175;continuous
auto;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902323232323232;train;0.542822195;11;20;420;8;20;142;multinomial
auto;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857485682019844;test;0.542822195;11;20;420;8;20;142;multinomial
dis;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.704956768299086;train;5.33596771833333;6;25;244;3;25;2641;binomial
dis;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.682504156541757;test;5.33596771833333;6;25;244;3;25;2641;binomial
ionosphere;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883846375143843;train;1.42091354;16;128;720;11;32;246;binomial
ionosphere;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804006284367636;test;1.42091354;16;128;720;11;32;246;binomial
waveform_40;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125203628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987549831747684;train;3.40156950666667;3;160;326;39;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125203628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971521637918999;test;3.40156950666667;3;160;326;39;40;3500;multinomial
646_fri_c3_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795560212103136;train;0.705479636666667;3;160;326;5;9;350;continuous
646_fri_c3_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823981072095688;test;0.705479636666667;3;160;326;5;9;350;continuous
twonorm;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998075089402795;train;2.78645910666667;3;20;108;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997651654191671;test;2.78645910666667;3;20;108;20;20;5180;binomial
648_fri_c1_250_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.758929468013408;train;0.753999736666667;3;160;326;50;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82104671843299;test;0.753999736666667;3;160;326;50;50;175;continuous
shuttle;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783212883891074;train;0.94340445;6;7;90;2;7;40600;multinomial
shuttle;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.77783786505897;test;0.94340445;6;7;90;2;7;40600;multinomial
658_fri_c3_250_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832822547112884;train;0.90166235;5;50;234;13;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882291484332667;test;0.90166235;5;50;234;13;25;175;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125181134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660866473476683;train;17.0178681983333;3;20;136;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125181134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662324132660936;test;17.0178681983333;3;20;136;10;10;700000;continuous
colic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90734677841802;train;3.4121198;8;22;324;8;22;258;binomial
colic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852444903581267;test;3.4121198;8;22;324;8;22;258;binomial
609_fri_c0_1000_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481087925146446;train;0.130905371666667;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484865913666148;test;0.130905371666667;3;25;156;5;5;700;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.416433851621914;train;0.30657327;5;122;270;20;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517229504761837;test;0.30657327;5;122;270;20;25;175;continuous
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859375;train;0.529498086666667;3;160;326;2;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803571428571429;test;0.529498086666667;3;160;326;2;7;68;binomial
ionosphere;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963247986191024;train;6.36336059;14;32;536;31;32;246;binomial
ionosphere;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928515318146112;test;6.36336059;14;32;536;31;32;246;binomial
695_chatfield_4;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.301169085324126;train;1.15021283333333;7;18;266;8;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369189823636712;test;1.15021283333333;7;18;266;8;9;165;continuous
573_cpu_act;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.166724438622463;train;2.98957974;7;240;494;14;16;5735;continuous
573_cpu_act;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.171331743602775;test;2.98957974;7;240;494;14;16;5735;continuous
diabetes;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865209402036598;train;1.27901968333333;5;200;410;3;8;538;binomial
diabetes;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832718629620523;test;1.27901968333333;5;200;410;3;8;538;binomial
ecoli;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980962567577454;train;0.818600953333333;3;160;326;5;6;229;multinomial
ecoli;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979897025171625;test;0.818600953333333;3;160;326;5;6;229;multinomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.572541507024266;train;2.53196524833333;15;375;780;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.486689814814815;test;2.53196524833333;15;375;780;1;1;849;binomial
penguins;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999599037690457;train;0.610841693333333;3;160;326;5;7;241;multinomial
penguins;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99962962962963;test;0.610841693333333;3;160;326;5;7;241;multinomial
churn;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868156658901126;train;1.70089571166667;11;208;438;15;15;3500;binomial
churn;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856341823551126;test;1.70089571166667;11;208;438;15;15;3500;binomial
519_vinnie;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.448655547074914;train;0.5745115;3;160;326;2;2;266;continuous
519_vinnie;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.585776470421058;test;0.5745115;3;160;326;2;2;266;continuous
analcatdata_germangss;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818730581028215;train;1.191852185;13;5;136;3;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.710800973984365;test;1.191852185;13;5;136;3;5;280;multinomial
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835462707805807;train;0.763833673333333;3;160;326;4;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872743528136089;test;0.763833673333333;3;160;326;4;10;700;continuous
allrep;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98453773510612;train;8.310945005;20;483;1006;17;25;2641;multinomial
allrep;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943864674138647;test;8.310945005;20;483;1006;17;25;2641;multinomial
heart_c;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942054745822965;train;1.08521659;5;200;410;13;13;213;binomial
heart_c;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914385266301643;test;1.08521659;5;200;410;13;13;213;binomial
collins;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.94499566333333;7;240;494;1;20;340;multinomial
collins;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;2.94499566333333;7;240;494;1;20;340;multinomial
prnn_synth;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939607843137255;train;0.128143955;6;8;112;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914285714285714;test;0.128143955;6;8;112;2;2;175;binomial
1595_poker;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764356967027732;train;237.052381615;0;100;200;5;10;717507;continuous
1595_poker;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.763609225513837;test;237.052381615;0;100;200;5;10;717507;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.580617870965168;train;0.50877783;6;20;252;10;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558915835332758;test;0.50877783;6;20;252;10;10;70;continuous
heart_c;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91025641025641;train;0.633741005;3;160;326;10;13;213;binomial
heart_c;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848710317460317;test;0.633741005;3;160;326;10;13;213;binomial
appendicitis;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802693208430913;train;0.641190563333333;18;16;558;1;4;75;binomial
appendicitis;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851190476190476;test;0.641190563333333;18;16;558;1;4;75;binomial
churn;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867775056308775;train;4.81717449333333;10;15;280;5;15;3500;binomial
churn;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851437479106408;test;4.81717449333333;10;15;280;5;15;3500;binomial
656_fri_c1_100_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.761343482681875;train;0.298342086666667;5;10;116;5;5;70;continuous
656_fri_c1_100_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.00295636718554;test;0.298342086666667;5;10;116;5;5;70;continuous
ionosphere;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903313533242682;train;1.54194500333333;9;280;578;28;32;246;binomial
ionosphere;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791732909379968;test;1.54194500333333;9;280;578;28;32;246;binomial
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508978163468209;train;0.40318768;3;49;146;9;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510930189816144;test;0.40318768;3;49;146;9;25;700;continuous
ecoli;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987615445212931;train;0.792309416666667;3;160;326;5;6;229;multinomial
ecoli;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967500575109271;test;0.792309416666667;3;160;326;5;6;229;multinomial
analcatdata_bankruptcy;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983552631578947;train;0.63953149;3;160;326;2;2;35;binomial
analcatdata_bankruptcy;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907407407407407;test;0.63953149;3;160;326;2;2;35;binomial
colic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126100552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879956427015251;train;0.802911821666667;10;79;468;3;22;258;binomial
colic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126100552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911596570028583;test;0.802911821666667;10;79;468;3;22;258;binomial
590_fri_c0_1000_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323856237609662;train;3.608683745;5;200;410;20;50;700;continuous
590_fri_c0_1000_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436222908527973;test;3.608683745;5;200;410;20;50;700;continuous
573_cpu_act;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124212538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.33427937645735;train;0.162337776666667;3;76;176;1;18;5735;continuous
573_cpu_act;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124212538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339364420465073;test;0.162337776666667;3;76;176;1;18;5735;continuous
nikuradse_2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124192249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814182405333279;train;0.744692768333333;3;160;326;1;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124192249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770765602742906;test;0.744692768333333;3;160;326;1;1;254;continuous
heart_statlog;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962274903122863;train;0.689905153333333;3;160;326;13;13;189;binomial
heart_statlog;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822521419828641;test;0.689905153333333;3;160;326;13;13;189;binomial
wine_quality_red;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792667025205153;train;5.205518895;8;11;182;3;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.683258543070209;test;5.205518895;8;11;182;3;11;1120;multinomial
pendigits;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997730330457915;train;17.9344889016833;9;248;514;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997963100583038;test;17.9344889016833;9;248;514;16;16;7695;multinomial
vowel;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970942174589232;train;15.68781652;8;13;198;13;13;693;multinomial
vowel;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964847510630073;test;15.68781652;8;13;198;13;13;693;multinomial
561_cpu;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.150875008339509;train;0.245238301666667;5;35;250;7;7;147;continuous
561_cpu;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.246154803072175;test;0.245238301666667;5;35;250;7;7;147;continuous
561_cpu;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.126149419765666;train;1.91508942666667;10;300;620;4;7;147;continuous
561_cpu;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19839016990341;test;1.91508942666667;10;300;620;4;7;147;continuous
clean2;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124211217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970994615027995;train;2.733358045;3;62;136;108;109;4619;binomial
clean2;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124211217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965943889263741;test;2.733358045;3;62;136;108;109;4619;binomial
new_thyroid;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984049930651872;train;1.123294995;7;208;430;1;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969858156028369;test;1.123294995;7;208;430;1;5;151;multinomial
letter;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980400374718745;train;2.155300795;3;16;94;16;16;14000;multinomial
letter;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979974023749679;test;2.155300795;3;16;94;16;16;14000;multinomial
glass;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99740336598618;train;1.13928673;6;220;452;6;9;144;multinomial
glass;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905555555555556;test;1.13928673;6;220;452;6;9;144;multinomial
shuttle;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779753889561821;train;0.596454166666667;3;7;50;2;7;40600;multinomial
shuttle;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76667411953355;test;0.596454166666667;3;7;50;2;7;40600;multinomial
adult;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897619785350773;train;18.0274324933333;14;236;500;9;12;34190;binomial
adult;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895939586398063;test;18.0274324933333;14;236;500;9;12;34190;binomial
biomed;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.962307371928363;train;0.544207563333333;6;8;104;4;8;147;binomial
biomed;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854700854700855;test;0.544207563333333;6;8;104;4;8;147;binomial
buggyCrx;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93953376261148;train;0.97217586;3;14;88;10;14;483;binomial
buggyCrx;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86939055457574;test;0.97217586;3;14;88;10;14;483;binomial
cleveland;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.777248384094538;train;2.01660284666667;9;280;578;10;13;213;multinomial
cleveland;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.650084745762712;test;2.01660284666667;9;280;578;10;13;213;multinomial
texture;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999941262878303;train;0.367672173333333;3;12;74;11;12;3850;multinomial
texture;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996570358958916;test;0.367672173333333;3;12;74;11;12;3850;multinomial
analcatdata_asbestos;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939655172413793;train;0.764831683333333;5;200;410;3;3;59;binomial
analcatdata_asbestos;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75390625;test;0.764831683333333;5;200;410;3;3;59;binomial
542_pollution;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53993774909883;train;1.16569714165;7;240;494;11;11;42;continuous
542_pollution;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.753792386752617;test;1.16569714165;7;240;494;11;11;42;continuous
horse_colic;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906039180072652;train;4.81454462001667;15;22;550;5;22;258;binomial
horse_colic;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877976190476191;test;4.81454462001667;15;22;550;5;22;258;binomial
irish;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852587463556851;train;0.481806815;6;4;54;3;4;350;binomial
irish;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89454806312769;test;0.481806815;6;4;54;3;4;350;binomial
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793603871093358;train;1.13144483666667;5;200;410;31;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836371206946606;test;1.13144483666667;5;200;410;31;50;700;continuous
197_cpu_act;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.276545738809712;train;3.19619162165;12;260;544;4;18;5735;continuous
197_cpu_act;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.281678177980383;test;3.19619162165;12;260;544;4;18;5735;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222618117367372;train;2.64568871666667;6;220;452;6;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364062856923032;test;2.64568871666667;6;220;452;6;10;700;continuous
allhyper;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96094834418705;train;7.16145199333333;20;487;1014;15;25;2640;multinomial
allhyper;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983508977361436;test;7.16145199333333;20;487;1014;15;25;2640;multinomial
iris;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125113501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874751374751375;train;0.625312076666667;3;160;326;2;3;105;multinomial
iris;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125113501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858622423328306;test;0.625312076666667;3;160;326;2;3;105;multinomial
flags;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124181717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841925763482781;train;10.0418366966667;12;40;516;16;40;125;multinomial
flags;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124181717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.765650953984287;test;10.0418366966667;12;40;516;16;40;125;multinomial
626_fri_c2_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791001870715391;train;3.87448674666667;19;480;998;38;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86386171143225;test;3.87448674666667;19;480;998;38;50;350;continuous
haberman;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.685829156223893;train;0.58965682;3;160;326;1;3;215;binomial
haberman;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772450532724505;test;0.58965682;3;160;326;1;3;215;binomial
294_satellite_image;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451421683083931;train;2.12353719;7;224;462;23;24;4505;continuous
294_satellite_image;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454746432939865;test;2.12353719;7;224;462;23;24;4505;continuous
lupus;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124183343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869369369369369;train;0.56560229;3;144;294;1;2;61;binomial
lupus;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124183343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796969696969697;test;0.56560229;3;144;294;1;2;61;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.30867950833333;3;160;326;20;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;4.30867950833333;3;160;326;20;20;5702;binomial
profb;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.639344094391413;train;0.260843541666667;3;9;62;2;9;471;binomial
profb;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699182115594329;test;0.260843541666667;3;9;62;2;9;471;binomial
607_fri_c4_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839401947777943;train;0.751863056666667;3;160;326;49;49;700;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865667313818859;test;0.751863056666667;3;160;326;49;49;700;continuous
mfeat_factors;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99924887953954;train;2.15445537166667;3;160;326;114;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994502430425414;test;2.15445537166667;3;160;326;114;133;1400;multinomial
628_fri_c3_1000_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83955336409441;train;0.224304986666667;7;25;324;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85374578042414;test;0.224304986666667;7;25;324;5;5;700;continuous
503_wind;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451842957231546;train;2.610061085;8;260;536;14;14;4602;continuous
503_wind;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451976051448324;test;2.610061085;8;260;536;14;14;4602;continuous
dis;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797863784870571;train;2.767488005;11;288;598;19;25;2641;binomial
dis;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814194221030682;test;2.767488005;11;288;598;19;25;2641;binomial
appendicitis;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885902636916836;train;1.14177436166667;6;220;452;2;4;75;binomial
appendicitis;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.800925925925926;test;1.14177436166667;6;220;452;2;4;75;binomial
australian;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960464056640146;train;3.69954694;20;500;1040;9;14;483;binomial
australian;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910237250140108;test;3.69954694;20;500;1040;9;14;483;binomial
547_no2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126102858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.621591651886396;train;1.28138535666667;6;220;452;7;7;350;continuous
547_no2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126102858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.69999120777951;test;1.28138535666667;6;220;452;7;7;350;continuous
wine_quality_white;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.662385713075074;train;5.66888804;6;11;120;1;11;3429;multinomial
wine_quality_white;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.62244398903809;test;5.66888804;6;11;120;1;11;3429;multinomial
pendigits;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999192747565345;train;5.89553434166667;3;160;326;16;16;7695;multinomial
pendigits;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998673752310201;test;5.89553434166667;3;160;326;16;16;7695;multinomial
611_fri_c3_100_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78458331097037;train;0.202398776666667;3;8;60;4;4;70;continuous
611_fri_c3_100_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897012058036216;test;0.202398776666667;3;8;60;4;4;70;continuous
credit_a;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943236339788064;train;2.8612232;10;13;262;9;13;483;binomial
credit_a;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914561234329797;test;2.8612232;10;13;262;9;13;483;binomial
656_fri_c1_100_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251243813628402;train;3.272285155;20;498;1040;5;5;70;continuous
656_fri_c1_100_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.653393993459939;test;3.272285155;20;498;1040;5;5;70;continuous
profb;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.647703760801655;train;1.21072894333333;16;9;288;4;9;471;binomial
profb;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.671474715972377;test;1.21072894333333;16;9;288;4;9;471;binomial
621_fri_c0_100_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.541182393875602;train;0.735907126666667;3;160;326;10;10;70;continuous
621_fri_c0_100_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.743641819729908;test;0.735907126666667;3;160;326;10;10;70;continuous
sleep;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845176783909498;train;34.4474506766667;1;120;242;8;13;74136;multinomial
sleep;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849235658984063;test;34.4474506766667;1;120;242;8;13;74136;multinomial
twonorm;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997519893329771;train;1.077466425;3;160;326;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998667650705268;test;1.077466425;3;160;326;20;20;5180;binomial
617_fri_c3_500_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820020155901358;train;0.206688628333333;6;25;282;5;5;350;continuous
617_fri_c3_500_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864497408828179;test;0.206688628333333;6;25;282;5;5;350;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756747485866463;train;0.30322899;7;50;334;6;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.900875445225754;test;0.30322899;7;50;334;6;10;175;continuous
mfeat_fourier;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977683565779186;train;3.104785815;3;160;326;18;76;1400;multinomial
mfeat_fourier;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966025809678893;test;3.104785815;3;160;326;18;76;1400;multinomial
heart_statlog;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964423732666515;train;3.28692146;18;460;956;12;13;189;binomial
heart_statlog;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871621621621622;test;3.28692146;18;460;956;12;13;189;binomial
heart_h;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923386690828551;train;1.10008638166667;5;200;410;4;12;206;binomial
heart_h;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888953828170661;test;1.10008638166667;5;200;410;4;12;206;binomial
vehicle;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990894484984022;train;1.45683596166667;6;220;452;12;13;593;multinomial
vehicle;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938995262787847;test;1.45683596166667;6;220;452;12;13;593;multinomial
562_cpu_small;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.29606436117523;train;2.48442836666667;8;244;504;3;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296904655896976;test;2.48442836666667;8;244;504;3;12;5735;continuous
210_cloud;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217617791627461;train;0.592337355;3;160;326;5;5;76;continuous
210_cloud;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261283273766148;test;0.592337355;3;160;326;5;5;76;continuous
confidence;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901944444444444;train;0.914403098316667;5;192;394;1;1;51;multinomial
confidence;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936666666666667;test;0.914403098316667;5;192;394;1;1;51;multinomial
glass2;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997252747252747;train;3.16080143833333;20;500;1040;2;8;115;binomial
glass2;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861111111111111;test;3.16080143833333;20;500;1040;2;8;115;binomial
satimage;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976735144312688;train;8.06154752166667;8;238;492;24;25;4505;multinomial
satimage;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975610584533848;test;8.06154752166667;8;238;492;24;25;4505;multinomial
634_fri_c2_100_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789172488977736;train;0.49711989;10;50;470;3;10;70;continuous
634_fri_c2_100_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771423943424154;test;0.49711989;10;50;470;3;10;70;continuous
207_autoPrice;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125150149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.365948320328701;train;0.967376001666667;5;200;410;1;10;112;continuous
207_autoPrice;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125150149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510117217520003;test;0.967376001666667;5;200;410;1;10;112;continuous
dermatology;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126090633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999951585572501;train;0.916371436666667;3;160;326;25;25;257;multinomial
dermatology;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126090633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997953964194373;test;0.916371436666667;3;160;326;25;25;257;multinomial
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818755155111461;train;0.768117501666667;3;160;326;17;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868392575406533;test;0.768117501666667;3;160;326;17;50;700;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.588636141817964;train;0.126180081666667;3;25;166;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512273919345618;test;0.126180081666667;3;25;166;5;5;70;continuous
confidence;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966017316017316;train;0.604186856666667;3;160;326;1;1;51;multinomial
confidence;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919444444444444;test;0.604186856666667;3;160;326;1;1;51;multinomial
shuttle;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948445327375736;train;1.84089587333333;6;8;102;4;8;40600;multinomial
shuttle;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92126625465447;test;1.84089587333333;6;8;102;4;8;40600;multinomial
615_fri_c4_250_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787752854700561;train;0.27121563;6;50;292;5;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833662255259817;test;0.27121563;6;50;292;5;10;175;continuous
saheart;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803245267318494;train;0.709792285;5;9;98;8;9;324;binomial
saheart;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768458781362007;test;0.709792285;5;9;98;8;9;324;binomial
wdbc;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983855421686747;train;0.777035878333333;3;160;326;5;22;399;binomial
wdbc;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975059737156511;test;0.777035878333333;3;160;326;5;22;399;binomial
678_visualizing_environmental;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.719764234800376;train;0.110834423333333;3;6;48;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769334602658997;test;0.110834423333333;3;6;48;3;3;78;continuous
hypothyroid;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947099381835473;train;0.747041936666667;10;80;460;8;20;2215;binomial
hypothyroid;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950833544892951;test;0.747041936666667;10;80;460;8;20;2215;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.54294997724725;train;1.02882281333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.518199757134183;test;1.02882281333333;3;160;326;1;1;849;binomial
appendicitis;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869168356997972;train;0.284956205;9;16;290;2;4;75;binomial
appendicitis;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.833333333333333;test;0.284956205;9;16;290;2;4;75;binomial
706_sleuth_case1202;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.562037679523012;train;0.785224196666667;10;12;256;2;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.697847612088373;test;0.785224196666667;10;12;256;2;6;66;continuous
201_pol;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390583934883463;train;33.5925217933333;6;220;452;26;26;10500;continuous
201_pol;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.408373127549559;test;33.5925217933333;6;220;452;26;26;10500;continuous
prnn_synth;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124183719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936274509803922;train;0.558601668333333;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124183719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918571428571429;test;0.558601668333333;3;160;326;2;2;175;binomial
breast;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.370195906666667;6;36;280;7;9;490;binomial
breast;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989699390372083;test;0.370195906666667;6;36;280;7;9;490;binomial
627_fri_c2_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229334457102505;train;0.683174178333333;3;160;326;10;10;350;continuous
627_fri_c2_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417530751786738;test;0.683174178333333;3;160;326;10;10;350;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827525473792463;train;0.46017314;3;71;150;9;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892338282067965;test;0.46017314;3;71;150;9;50;700;continuous
spectf;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125154629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986660079051383;train;3.83542732166667;20;493;1028;35;44;245;binomial
spectf;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125154629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930473372781065;test;3.83542732166667;20;493;1028;35;44;245;binomial
560_bodyfat;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.046409148094544;train;1.12227181331667;5;184;378;1;13;177;continuous
560_bodyfat;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0453514716109287;test;1.12227181331667;5;184;378;1;13;177;continuous
529_pollen;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452527238299355;train;0.291008306666667;3;8;60;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431920739050179;test;0.291008306666667;3;8;60;4;4;2694;continuous
542_pollution;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.527947130138147;train;1.87075307333333;8;260;536;9;11;42;continuous
542_pollution;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71591990865185;test;1.87075307333333;8;260;536;9;11;42;continuous
penguins;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999229478776529;train;0.645523613333333;3;160;326;7;7;241;multinomial
penguins;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.645523613333333;3;160;326;7;7;241;multinomial
706_sleuth_case1202;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860395187185989;train;1.057518695;3;160;326;5;6;66;continuous
706_sleuth_case1202;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.08639033259219;test;1.057518695;3;160;326;5;6;66;continuous
1030_ERA;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.713486803042868;train;0.635996193316667;3;160;326;4;4;700;continuous
1030_ERA;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.793838900157392;test;0.635996193316667;3;160;326;4;4;700;continuous
hungarian;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888468055417124;train;1.06626582333333;6;12;154;4;12;206;binomial
hungarian;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927747419550698;test;1.06626582333333;6;12;154;4;12;206;binomial
mfeat_fourier;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993252789211093;train;3.297763905;3;160;326;18;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9719292060476;test;3.297763905;3;160;326;18;76;1400;multinomial
598_fri_c0_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487544603381403;train;0.779480566666667;3;160;326;21;25;700;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.531239325917414;test;0.779480566666667;3;160;326;21;25;700;continuous
credit_a;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942309696695966;train;1.31443467835;7;240;494;10;14;483;binomial
credit_a;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906338426711941;test;1.31443467835;7;240;494;10;14;483;binomial
658_fri_c3_250_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125181841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815970593747769;train;0.469411355;3;50;150;25;25;175;continuous
658_fri_c3_250_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125181841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915578205839076;test;0.469411355;3;50;150;25;25;175;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437904072805862;train;1.42247624166667;7;136;318;38;72;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.432088970444219;test;1.42247624166667;7;136;318;38;72;742;continuous
wine_quality_red;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777672035802793;train;7.79509221166667;12;11;260;4;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803421552160322;test;7.79509221166667;12;11;260;4;11;1120;multinomial
adult;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904163510093289;train;14.6319491;9;216;450;10;12;34190;binomial
adult;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900760998442158;test;14.6319491;9;216;450;10;12;34190;binomial
635_fri_c0_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.542609252487543;train;1.61690251166667;8;212;440;6;10;175;continuous
635_fri_c0_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.525783713306091;test;1.61690251166667;8;212;440;6;10;175;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8172591885936;train;1.78023666665;9;276;570;37;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854663798645136;test;1.78023666665;9;276;570;37;50;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124183753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838783277620491;train;0.204806851666667;6;25;280;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124183753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817343625487446;test;0.204806851666667;6;25;280;5;5;350;continuous
665_sleuth_case2002;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.707379596556788;train;0.611086793333333;5;12;136;1;6;103;continuous
665_sleuth_case2002;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825564366212689;test;0.611086793333333;5;12;136;1;6;103;continuous
Hill_Valley_with_noise;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.550366483424954;train;0.656733981666667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.496573464912281;test;0.656733981666667;3;160;326;1;1;849;binomial
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808913101321897;train;1.41782534666667;8;20;330;8;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855592305282649;test;1.41782534666667;8;20;330;8;10;700;continuous
mfeat_morphological;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917483712032393;train;3.845429235;5;200;410;2;2;1400;multinomial
mfeat_morphological;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918432379204887;test;3.845429235;5;200;410;2;2;1400;multinomial
564_fried;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481052041389367;train;6.11323186166667;8;228;472;5;10;28538;continuous
564_fried;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480330389166293;test;6.11323186166667;8;228;472;5;10;28538;continuous
210_cloud;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226530477509019;train;0.269864045;6;25;282;3;5;76;continuous
210_cloud;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314038180340785;test;0.269864045;6;25;282;3;5;76;continuous
195_auto_price;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125185100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282708093523371;train;1.22317649;6;220;452;3;10;112;continuous
195_auto_price;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125185100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402997947889854;test;1.22317649;6;220;452;3;10;112;continuous
dermatology;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999951585572501;train;0.874226398333333;3;160;326;25;25;257;multinomial
dermatology;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997819356575582;test;0.874226398333333;3;160;326;25;25;257;multinomial
breast_cancer_wisconsin;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993135435992579;train;0.214129886683333;3;80;166;11;22;399;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991995073891626;test;0.214129886683333;3;80;166;11;22;399;binomial
magic;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938729783200351;train;16.48376392;6;220;452;9;9;13314;binomial
magic;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909490666502533;test;16.48376392;6;220;452;9;9;13314;binomial
spambase;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980482054762973;train;0.323021128333333;3;80;166;54;55;3221;binomial
spambase;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976319595479874;test;0.323021128333333;3;80;166;54;55;3221;binomial
mnist;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994480976671728;train;171.36384586;0;100;200;650;654;49000;multinomial
mnist;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993266865679319;test;171.36384586;0;100;200;650;654;49000;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125204232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917008429166025;train;1.283861985;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125204232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917386115651709;test;1.283861985;3;160;326;2;2;1400;multinomial
ann_thyroid;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997191785202408;train;2.80856337166667;3;160;326;5;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996723775610893;test;2.80856337166667;3;160;326;5;21;5040;multinomial
646_fri_c3_500_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812021522496597;train;1.45184817833333;9;20;366;5;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790053206871543;test;1.45184817833333;9;20;366;5;10;350;continuous
207_autoPrice;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272445300634644;train;1.23003701333333;6;220;452;1;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460526207036435;test;1.23003701333333;6;220;452;1;10;112;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124211802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782442807802443;train;0.326637951666667;7;50;344;3;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124211802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00207149257397;test;0.326637951666667;7;50;344;3;10;70;continuous
593_fri_c1_1000_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831229744755619;train;0.327824355;7;50;334;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816678058232733;test;0.327824355;7;50;334;5;10;700;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31566679495715;train;0.0841365483333333;3;15;100;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.33421661957239;test;0.0841365483333333;3;15;100;3;3;227;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.760066502959499;train;1.3143856;9;20;376;10;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.905363514549366;test;1.3143856;9;20;376;10;10;175;continuous
505_tecator;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0932867341838806;train;0.715012891666667;3;36;150;3;18;168;continuous
505_tecator;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.106027463280333;test;0.715012891666667;3;36;150;3;18;168;continuous
503_wind;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455406509599785;train;1.98900743333333;5;28;200;14;14;4602;continuous
503_wind;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464623722881405;test;1.98900743333333;5;28;200;14;14;4602;continuous
1595_poker;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816133011576514;train;2.29883974666667;3;50;166;8;10;717507;continuous
1595_poker;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81501899426173;test;2.29883974666667;3;50;166;8;10;717507;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.119006246652345;train;0.70494041;3;160;326;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.100186263149733;test;0.70494041;3;160;326;1;1;47;continuous
cars;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895288713682354;train;0.265545666666667;13;7;190;7;7;275;multinomial
cars;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.773335291813553;test;0.265545666666667;13;7;190;7;7;275;multinomial
612_fri_c1_1000_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209528276649691;train;2.35368321;16;356;744;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326134234791968;test;2.35368321;16;356;744;5;5;700;continuous
phoneme;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794244418004253;train;1.002707205;3;160;326;5;5;3783;binomial
phoneme;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796996216323222;test;1.002707205;3;160;326;5;5;3783;binomial
612_fri_c1_1000_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857323200519991;train;0.882611306666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844466457255392;test;0.882611306666667;3;160;326;5;5;700;continuous
australian;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964683561929959;train;0.849386105;3;160;326;14;14;483;binomial
australian;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938862781954887;test;0.849386105;3;160;326;14;14;483;binomial
560_bodyfat;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125143759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0286465056931844;train;0.598407061666667;3;160;326;3;14;177;continuous
560_bodyfat;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125143759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0247674218192161;test;0.598407061666667;3;160;326;3;14;177;continuous
optdigits;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999721308484426;train;30.9356221783333;2;46;96;60;60;3934;multinomial
optdigits;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998115064660893;test;30.9356221783333;2;46;96;60;60;3934;multinomial
ann_thyroid;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995007570619426;train;23.4432315766667;3;21;134;6;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993492763220219;test;23.4432315766667;3;21;134;6;21;5040;multinomial
twonorm;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999412185982387;train;5.32751221333333;3;160;326;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997184205250252;test;5.32751221333333;3;160;326;20;20;5180;binomial
609_fri_c0_1000_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480984939737392;train;0.19848223;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493661166472326;test;0.19848223;3;10;72;5;5;700;continuous
658_fri_c3_250_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125181841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.882515835970083;train;0.87800226;3;160;326;1;25;175;continuous
658_fri_c3_250_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125181841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00011106698267;test;0.87800226;3;160;326;1;25;175;continuous
analcatdata_germangss;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896138918452446;train;1.18837822333333;6;220;452;5;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.73413919900762;test;1.18837822333333;6;220;452;5;5;280;multinomial
credit_a;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93284230274815;train;1.08778907833333;14;56;628;8;14;483;binomial
credit_a;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904829277494812;test;1.08778907833333;14;56;628;8;14;483;binomial
294_satellite_image;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456754340976497;train;1.94404875833333;3;160;326;23;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447810713870912;test;1.94404875833333;3;160;326;23;27;4505;continuous
coil2000;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.749512459371614;train;6.88744888333333;11;218;458;15;59;6876;binomial
coil2000;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699887255676729;test;6.88744888333333;11;218;458;15;59;6876;binomial
cloud;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.589726041931924;train;0.289049183333333;5;7;78;3;7;76;multinomial
cloud;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.470365646258503;test;0.289049183333333;5;7;78;3;7;76;multinomial
658_fri_c3_250_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828471126856055;train;0.859669863333333;3;160;326;7;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851988210705743;test;0.859669863333333;3;160;326;7;25;175;continuous
537_houses;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.447816764653397;train;22.4092549283333;16;372;776;6;6;14448;continuous
537_houses;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496886001401689;test;22.4092549283333;16;372;776;6;6;14448;continuous
503_wind;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125210048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460103866334911;train;3.08119823333333;8;28;322;14;14;4602;continuous
503_wind;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125210048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453171480683126;test;3.08119823333333;8;28;322;14;14;4602;continuous
646_fri_c3_500_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191775080992656;train;2.00339891666667;6;220;452;7;9;350;continuous
646_fri_c3_500_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360037027592635;test;2.00339891666667;6;220;452;7;9;350;continuous
diabetes;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954253973988439;train;1.44707688833333;7;240;494;8;8;538;binomial
diabetes;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.843130553656869;test;1.44707688833333;7;240;494;8;8;538;binomial
623_fri_c4_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124204118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.139898631402668;train;5.38805935666667;17;392;818;6;10;700;continuous
623_fri_c4_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124204118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268876232454195;test;5.38805935666667;17;392;818;6;10;700;continuous
prnn_fglass;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91528124799795;train;0.115905838333333;5;9;100;4;9;144;multinomial
prnn_fglass;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876296296296296;test;0.115905838333333;5;9;100;4;9;144;multinomial
allrep;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947303430774019;train;0.787680968333333;9;24;378;4;24;2641;multinomial
allrep;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89684899460695;test;0.787680968333333;9;24;378;4;24;2641;multinomial
605_fri_c2_250_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236577459224268;train;2.85430184;14;380;788;3;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.512628508036933;test;2.85430184;14;380;788;3;25;175;continuous
wine_recognition;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999775985663083;train;0.72034848;3;160;326;13;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.72034848;3;160;326;13;13;125;multinomial
560_bodyfat;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0368347700037354;train;0.666463115;3;26;150;1;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0309440795465162;test;0.666463115;3;26;150;1;13;177;continuous
tae;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.692137936255583;train;0.40827233;7;5;78;4;5;106;multinomial
tae;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.726666666666667;test;0.40827233;7;5;78;4;5;106;multinomial
heart_c;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951828724353256;train;0.394419825;7;52;334;10;13;213;binomial
heart_c;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866897575457694;test;0.394419825;7;52;334;10;13;213;binomial
wdbc;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125130147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999866131191432;train;0.852830791666667;3;160;326;21;21;399;binomial
wdbc;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125130147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98073476702509;test;0.852830791666667;3;160;326;21;21;399;binomial
colic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888652435830278;train;0.482805066666667;8;72;384;2;22;258;binomial
colic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841253443526171;test;0.482805066666667;8;72;384;2;22;258;binomial
687_sleuth_ex1605;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125094226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417586372749302;train;0.952189861666667;5;200;410;3;4;44;continuous
687_sleuth_ex1605;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125094226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.517474122016213;test;0.952189861666667;5;200;410;3;4;44;continuous
225_puma8NH;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.484087395999854;train;11.772569455;10;245;510;5;8;5735;continuous
225_puma8NH;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.53915547280213;test;11.772569455;10;245;510;5;8;5735;continuous
mfeat_factors;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998001672219377;train;3.213285565;3;160;326;129;130;1400;multinomial
mfeat_factors;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999110291390672;test;3.213285565;3;160;326;129;130;1400;multinomial
texture;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125205502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999932131807961;train;34.6351651216667;3;14;90;14;14;3850;multinomial
texture;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125205502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999924494641517;test;34.6351651216667;3;14;90;14;14;3850;multinomial
604_fri_c4_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838010261430774;train;0.845449581666667;3;160;326;10;10;350;continuous
604_fri_c4_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81007081378958;test;0.845449581666667;3;160;326;10;10;350;continuous
1191_BNG_pbc;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785909535027749;train;41.3782404933167;1;120;242;18;18;700000;continuous
1191_BNG_pbc;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786926266447693;test;41.3782404933167;1;120;242;18;18;700000;continuous
biomed;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967513536026656;train;0.741974563333333;3;160;326;5;8;147;binomial
biomed;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931623931623932;test;0.741974563333333;3;160;326;5;8;147;binomial
sleep;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125192752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892932576960029;train;123.275640998333;1;13;36;12;13;74136;multinomial
sleep;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125192752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897570544802469;test;123.275640998333;1;13;36;12;13;74136;multinomial
tae;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856616682865121;train;3.79379639168333;20;500;1040;5;5;106;multinomial
tae;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.639872408293461;test;3.79379639168333;20;500;1040;5;5;106;multinomial
647_fri_c1_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125181312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245638278597236;train;1.42423402666667;7;240;494;5;10;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125181312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373592982520038;test;1.42423402666667;7;240;494;5;10;175;continuous
breast_cancer;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.761160181427548;train;0.768928228333333;3;160;326;6;9;201;binomial
breast_cancer;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699478487614081;test;0.768928228333333;3;160;326;6;9;201;binomial
hungarian;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912989045383412;train;1.15865685666667;8;12;174;3;12;206;binomial
hungarian;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859568733153639;test;1.15865685666667;8;12;174;3;12;206;binomial
633_fri_c0_500_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513613927903669;train;2.65235182666667;15;50;654;22;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.543237042139608;test;2.65235182666667;15;50;654;22;25;350;continuous
analcatdata_creditscore;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.074604555;3;24;70;4;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.074604555;3;24;70;4;6;70;binomial
537_houses;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.480704218813866;train;16.829561565;8;253;522;4;5;14448;continuous
537_houses;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.518587004080453;test;16.829561565;8;253;522;4;5;14448;continuous
satimage;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980468617517251;train;6.88184763166667;7;224;462;27;27;4505;multinomial
satimage;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975334835374009;test;6.88184763166667;7;224;462;27;27;4505;multinomial
cars;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848328942540765;train;1.441062805;9;6;114;3;6;275;multinomial
cars;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805864426324026;test;1.441062805;9;6;114;3;6;275;multinomial
diabetes;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842968519008419;train;0.88724784;17;32;738;8;8;538;binomial
diabetes;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830982548410232;test;0.88724784;17;32;738;8;8;538;binomial
clean2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974700702797437;train;2.517683845;3;160;326;106;106;4619;binomial
clean2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957037666732374;test;2.517683845;3;160;326;106;106;4619;binomial
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716074544264753;train;0.97168923;15;45;670;7;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.707698953049763;test;0.97168923;15;45;670;7;9;12248;continuous
twonorm;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997987597914341;train;0.303960803333333;3;59;166;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997861164841284;test;0.303960803333333;3;59;166;20;20;5180;binomial
573_cpu_act;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336117844766826;train;0.190902303333333;3;78;176;1;18;5735;continuous
573_cpu_act;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.350330845159444;test;0.190902303333333;3;78;176;1;18;5735;continuous
1191_BNG_pbc;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124211603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.792407588058369;train;500.128656715;0;100;200;18;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124211603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.793037781798147;test;500.128656715;0;100;200;18;18;700000;continuous
analcatdata_happiness;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909886587771203;train;0.0316463716666667;3;3;24;3;3;42;multinomial
analcatdata_happiness;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.585034013605442;test;0.0316463716666667;3;3;24;3;3;42;multinomial
analcatdata_lawsuit;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124212225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99859943977591;train;0.621266668333333;3;160;326;2;4;185;binomial
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texture;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998545690584856;test;5.70606988;5;184;378;15;15;3850;multinomial
dermatology;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126104350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998793560606061;train;4.45059992833333;5;25;190;19;25;257;multinomial
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analcatdata_happiness;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125155930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709821428571429;train;0.0580007833333333;3;3;24;3;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125155930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638888888888889;test;0.0580007833333333;3;3;24;3;3;42;multinomial
579_fri_c0_250_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486681004844265;train;0.830830763333333;3;160;326;5;5;175;continuous
579_fri_c0_250_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477718327042298;test;0.830830763333333;3;160;326;5;5;175;continuous
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australian;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927982398392294;train;0.730107768333333;3;160;326;13;13;483;binomial
australian;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915194681861349;test;0.730107768333333;3;160;326;13;13;483;binomial
mfeat_factors;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124202738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.216131195;3;66;138;129;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124202738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996597373151796;test;1.216131195;3;66;138;129;135;1400;multinomial
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807923025013062;train;0.121858375;3;50;166;7;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.777801196787212;test;0.121858375;3;50;166;7;10;700;continuous
auto;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124213017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916875016397744;train;3.69535856666667;6;20;194;16;20;142;multinomial
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519_vinnie;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479537531483853;train;0.575439410016667;3;160;326;1;2;266;continuous
519_vinnie;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.4448379443249;test;0.575439410016667;3;160;326;1;2;266;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144620510575524;train;6.80534880666667;14;364;756;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291952104671307;test;6.80534880666667;14;364;756;5;25;700;continuous
ring;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812303232022344;train;2.139410825;3;20;102;20;20;5180;binomial
ring;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820624275239542;test;2.139410825;3;20;102;20;20;5180;binomial
623_fri_c4_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124185354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843484164025163;train;1.694125085;6;220;452;9;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124185354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839061828448376;test;1.694125085;6;220;452;9;10;700;continuous
663_rabe_266;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.129276232326139;train;1.242091345;5;200;410;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.122912866262864;test;1.242091345;5;200;410;2;2;84;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.221115563326199;train;0.0876933266666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.198601037380927;test;0.0876933266666667;3;15;120;3;3;333;continuous
waveform_21;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967560524915795;train;1.44797431;3;160;326;21;21;3500;multinomial
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letter;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981853723346959;train;30.8987860733333;4;180;368;16;16;14000;multinomial
letter;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980325933469839;test;30.8987860733333;4;180;368;16;16;14000;multinomial
344_mv;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139749994635535;train;5.59276436998333;7;224;462;5;9;28538;continuous
344_mv;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139252068950308;test;5.59276436998333;7;224;462;5;9;28538;continuous
glass;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124212555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865673533564369;train;1.66226549;11;319;660;7;9;144;multinomial
glass;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124212555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849393670511683;test;1.66226549;11;319;660;7;9;144;multinomial
movement_libras;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978795880104444;train;2.60341675331667;6;220;452;13;21;252;multinomial
movement_libras;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949558707732177;test;2.60341675331667;6;220;452;13;21;252;multinomial
645_fri_c3_500_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798977021635752;train;0.258109148333333;3;90;186;18;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865404099408108;test;0.258109148333333;3;90;186;18;50;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124204614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192551394686936;train;4.24477349833333;16;404;840;4;49;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124204614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.351995709888972;test;4.24477349833333;16;404;840;4;49;350;continuous
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626_fri_c2_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816796003975559;train;1.43647905333333;7;100;318;5;50;350;continuous
626_fri_c2_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837668741251654;test;1.43647905333333;7;100;318;5;50;350;continuous
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622_fri_c2_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173505812375384;train;8.92171905166667;20;436;912;7;50;700;continuous
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294_satellite_image;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266485009936802;train;6.152535595;9;280;578;19;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31792197058348;test;6.152535595;9;280;578;19;26;4505;continuous
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609_fri_c0_1000_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483566438870196;test;0.330951498333333;3;10;72;5;5;700;continuous
624_fri_c0_100_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505578338007938;train;0.124178486666667;3;25;166;5;5;70;continuous
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analcatdata_authorship;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999646275488972;test;1.60240086;3;160;326;35;70;589;multinomial
561_cpu;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0915776484026554;train;0.622932171666667;3;160;326;3;7;147;continuous
561_cpu;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.13638594759498;test;0.622932171666667;3;160;326;3;7;147;continuous
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654_fri_c0_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302400196688557;train;0.704288926666667;3;160;326;5;10;350;continuous
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590_fri_c0_1000_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124192325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483635041332299;train;0.37592724;5;130;270;20;50;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124192325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494238286595993;test;0.37592724;5;130;270;20;50;700;continuous
557_analcatdata_apnea1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.32232518685045;train;1.0089116;3;160;326;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.320685107463088;test;1.0089116;3;160;326;3;3;333;continuous
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analcatdata_asbestos;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866666666666667;test;0.5933724;3;160;326;2;3;59;binomial
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645_fri_c3_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.762668035630772;train;1.102316755;5;97;234;28;50;350;continuous
645_fri_c3_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819083680154892;test;1.102316755;5;97;234;28;50;350;continuous
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647_fri_c1_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869724224571233;test;0.86255181;3;160;326;10;10;175;continuous
573_cpu_act;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146831874068509;train;31.021964825;11;320;662;11;17;5735;continuous
573_cpu_act;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193747195197551;test;31.021964825;11;320;662;11;17;5735;continuous
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608_fri_c3_1000_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229675881743602;train;2.63925250333333;9;264;546;5;10;700;continuous
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562_cpu_small;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315386407849097;train;0.307765861666667;5;60;260;3;12;5735;continuous
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529_pollen;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432480986581189;train;0.105162033333333;3;20;148;4;4;2694;continuous
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627_fri_c2_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817670201991578;train;0.53263617;3;20;134;9;10;350;continuous
627_fri_c2_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820846877467876;test;0.53263617;3;20;134;9;10;350;continuous
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663_rabe_266;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0817046181305853;train;0.55473781665;3;160;326;2;2;84;continuous
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593_fri_c1_1000_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19778417952762;train;2.832637445;20;367;774;4;10;700;continuous
593_fri_c1_1000_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27478820304198;test;2.832637445;20;367;774;4;10;700;continuous
1191_BNG_pbc;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124200211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784951899861154;train;2.264089685;3;82;176;15;18;700000;continuous
1191_BNG_pbc;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124200211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785939882948899;test;2.264089685;3;82;176;15;18;700000;continuous
604_fri_c4_500_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844675156397225;train;0.944227819983333;3;160;326;5;10;350;continuous
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592_fri_c4_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841826625901678;test;0.73520779;3;49;146;5;25;700;continuous
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527_analcatdata_election2000;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124165430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.135800702029636;train;0.03190819;3;5;40;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124165430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.105822931781864;test;0.03190819;3;5;40;1;1;47;continuous
glass2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982748184019371;train;0.853028218333333;5;200;410;2;9;115;binomial
glass2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.823214285714286;test;0.853028218333333;5;200;410;2;9;115;binomial
spambase;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876569862054035;train;2.042293725;3;42;136;5;55;3221;binomial
spambase;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872420953547204;test;2.042293725;3;42;136;5;55;3221;binomial
344_mv;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126104717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135710205706082;train;5.95275665;7;240;494;5;10;28538;continuous
344_mv;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126104717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133499121472657;test;5.95275665;7;240;494;5;10;28538;continuous
irish;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125204156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916636593287622;train;0.290307923333333;8;16;236;3;4;350;binomial
irish;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125204156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787856211585025;test;0.290307923333333;8;16;236;3;4;350;binomial
mfeat_fourier;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984561605688631;train;36.6035285516667;2;46;96;34;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969746034580783;test;36.6035285516667;2;46;96;34;76;1400;multinomial
spectf;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902581545438688;train;8.04331557833333;10;44;432;22;44;245;binomial
spectf;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932291666666667;test;8.04331557833333;10;44;432;22;44;245;binomial
537_houses;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605131110162777;train;0.381819536666667;6;25;282;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.599362040753637;test;0.381819536666667;6;25;282;5;5;14448;continuous
mfeat_karhunen;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996692740995993;train;2.31313425;3;160;326;18;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9972552585752;test;2.31313425;3;160;326;18;64;1400;multinomial
profb;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.731409544950056;train;1.23852072833333;5;200;410;5;9;471;binomial
profb;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.600975081256771;test;1.23852072833333;5;200;410;5;9;471;binomial
1193_BNG_lowbwt;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60942716427452;train;6.67557369333333;7;18;200;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606468973005945;test;6.67557369333333;7;18;200;9;9;21773;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49728245486853;train;1.55354628333333;6;204;420;34;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.51737646587621;test;1.55354628333333;6;204;420;34;50;700;continuous
analcatdata_boxing1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.614721485411141;train;0.090200515;3;3;24;1;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6421875;test;0.090200515;3;3;24;1;3;84;binomial
analcatdata_germangss;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746818318091668;train;0.624951785;3;160;326;1;5;280;multinomial
analcatdata_germangss;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680528642829681;test;0.624951785;3;160;326;1;5;280;multinomial
lupus;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864219114219114;train;0.0469742;3;2;16;1;2;61;binomial
lupus;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85207100591716;test;0.0469742;3;2;16;1;2;61;binomial
601_fri_c1_250_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818172139290248;train;0.11849004665;3;25;156;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760777899701183;test;0.11849004665;3;25;156;5;5;175;continuous
654_fri_c0_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253464058990216;train;1.49862890666667;8;241;498;7;10;350;continuous
654_fri_c0_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463630278748162;test;1.49862890666667;8;241;498;7;10;350;continuous
satimage;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976202760491905;train;6.878635215;10;245;510;22;25;4505;multinomial
satimage;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975770740330105;test;6.878635215;10;245;510;22;25;4505;multinomial
624_fri_c0_100_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.544677574042536;train;0.10562235835;3;10;76;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53679493086038;test;0.10562235835;3;10;76;5;5;70;continuous
bupa;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.701305358119191;train;1.25579084666667;6;220;452;5;5;242;binomial
bupa;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.668174962292609;test;1.25579084666667;6;220;452;5;5;242;binomial
658_fri_c3_250_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826256751127653;train;0.376022431666667;6;119;312;13;24;175;continuous
658_fri_c3_250_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839973592031904;test;0.376022431666667;6;119;312;13;24;175;continuous
529_pollen;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125153447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432129183602533;train;0.105814205;3;20;150;4;4;2694;continuous
529_pollen;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125153447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447223388801912;test;0.105814205;3;20;150;4;4;2694;continuous
analcatdata_happiness;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.858134920634921;train;0.619427371666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.548611111111111;test;0.619427371666667;3;160;326;1;3;42;multinomial
pendigits;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997432478680419;train;13.2786482566667;8;212;440;15;16;7695;multinomial
pendigits;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996514895715641;test;13.2786482566667;8;212;440;15;16;7695;multinomial
649_fri_c0_500_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459903640687575;train;0.121340935;3;25;156;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432575831608269;test;0.121340935;3;25;156;5;5;350;continuous
wine_quality_white;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909103976438399;train;14.8680321066667;20;436;912;11;11;3429;multinomial
wine_quality_white;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.765649301807984;test;14.8680321066667;20;436;912;11;11;3429;multinomial
594_fri_c2_100_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125153621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862092289481944;train;1.39615236666667;5;200;410;3;5;70;continuous
594_fri_c2_100_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125153621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.936155044995741;test;1.39615236666667;5;200;410;3;5;70;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.395502555714095;train;0.181366995;7;4;64;2;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513281876157413;test;0.181366995;7;4;64;2;2;33;continuous
analcatdata_cyyoung8092;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917708333333333;train;0.164746319983333;5;7;80;7;7;68;binomial
analcatdata_cyyoung8092;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96;test;0.164746319983333;5;7;80;7;7;68;binomial
593_fri_c1_1000_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833378394880808;train;0.943234913333333;3;160;326;6;10;700;continuous
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4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470533079100951;train;1.41373628666667;5;200;410;24;71;742;continuous
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wine_quality_red;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.771843104594514;train;10.46384375;12;11;254;4;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.710277368405724;test;10.46384375;12;11;254;4;11;1120;multinomial
mfeat_karhunen;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999904863221791;train;2.83120648666667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99629932131733;test;2.83120648666667;3;160;326;64;64;1400;multinomial
618_fri_c3_1000_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801758209727218;train;0.207349086666667;3;90;186;6;50;700;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850184540818193;test;0.207349086666667;3;90;186;6;50;700;continuous
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588_fri_c4_1000_100;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805952966986714;train;0.290248143333333;3;90;186;5;99;700;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.902352267579439;test;0.290248143333333;3;90;186;5;99;700;continuous
561_cpu;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0885264934318223;train;0.59208201;3;160;326;5;7;147;continuous
561_cpu;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150237239235408;test;0.59208201;3;160;326;5;7;147;continuous
phoneme;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818448397911074;train;0.272140736666667;6;20;204;5;5;3783;binomial
phoneme;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802327589767466;test;0.272140736666667;6;20;204;5;5;3783;binomial
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653_fri_c0_250_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511307334051434;test;0.725829868333333;3;50;150;10;25;175;continuous
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218_house_8L;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318619751876291;train;26.0667352783333;8;260;536;8;8;15949;continuous
218_house_8L;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36172385376386;test;26.0667352783333;8;260;536;8;8;15949;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.112069421951558;train;0.0321231733333333;3;5;40;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.18138485305653;test;0.0321231733333333;3;5;40;1;1;47;continuous
665_sleuth_case2002;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787391740836114;train;0.262713513333333;3;12;86;2;6;103;continuous
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calendarDOW;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866837328905587;train;1.902129805;6;220;452;8;15;280;multinomial
calendarDOW;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.77100791387523;test;1.902129805;6;220;452;8;15;280;multinomial
573_cpu_act;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.143322075006615;train;4.58177753666667;3;160;326;16;16;5735;continuous
573_cpu_act;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165589659636729;test;4.58177753666667;3;160;326;16;16;5735;continuous
537_houses;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.581020322187626;train;1.14044316;3;12;82;6;6;14448;continuous
537_houses;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.574323432962689;test;1.14044316;3;12;82;6;6;14448;continuous
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527_analcatdata_election2000;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.175364498178768;train;0.104754905;3;4;32;2;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.181554433306684;test;0.104754905;3;4;32;2;2;47;continuous
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1030_ERA;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746158666362863;train;0.232927976666667;6;20;230;4;4;700;continuous
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608_fri_c3_1000_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836081377270978;train;0.821501578333333;7;20;286;6;10;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861872409160727;test;0.821501578333333;7;20;286;6;10;700;continuous
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230_machine_cpu;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.292884178985346;test;0.29915311;3;12;88;6;6;147;continuous
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706_sleuth_case1202;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.542364762510003;test;0.815640366666667;10;12;258;3;6;66;continuous
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678_visualizing_environmental;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757501731471274;test;0.07868019;3;15;94;3;3;78;continuous
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635_fri_c0_250_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278980765195698;train;2.48459317166667;13;344;714;6;10;175;continuous
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712_chscase_geyser1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125135033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402794825099688;train;0.497388643333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125135033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507221706613831;test;0.497388643333333;3;160;326;1;2;156;continuous
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631_fri_c1_500_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255702526116174;train;1.39270085166667;7;240;494;5;5;350;continuous
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buggyCrx;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926612375606901;train;0.931409866666667;3;160;326;4;13;483;binomial
buggyCrx;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876690182245738;test;0.931409866666667;3;160;326;4;13;483;binomial
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ecoli;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985971055088702;test;0.421164716666667;3;6;44;6;6;229;multinomial
620_fri_c1_1000_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829448472284631;train;0.72538033665;3;160;326;10;25;700;continuous
620_fri_c1_1000_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869123432163808;test;0.72538033665;3;160;326;10;25;700;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818293753147815;train;0.948039918333333;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866209229492038;test;0.948039918333333;3;160;326;5;5;700;continuous
228_elusage;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126102118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.417297577262069;train;0.616119006666667;3;160;326;1;1;39;continuous
228_elusage;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126102118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.362497712394462;test;0.616119006666667;3;160;326;1;1;39;continuous
saheart;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799082647462277;train;3.36050656333333;20;424;888;8;9;324;binomial
saheart;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784436493738819;test;3.36050656333333;20;424;888;8;9;324;binomial
344_mv;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.011773924374078;train;30.9864738616667;5;200;410;4;9;28538;continuous
344_mv;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0133632573199413;test;30.9864738616667;5;200;410;4;9;28538;continuous
australian;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125195746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932830359632004;train;1.763455565;8;14;218;5;14;483;binomial
australian;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125195746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905311561561562;test;1.763455565;8;14;218;5;14;483;binomial
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350582906357955;train;4.11527642665;12;321;666;15;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461037044620372;test;4.11527642665;12;321;666;15;25;700;continuous
227_cpu_small;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124162536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.118952798604156;train;7.038775955;13;312;650;11;12;5735;continuous
227_cpu_small;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124162536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165657981783174;test;7.038775955;13;312;650;11;12;5735;continuous
ecoli;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965595766926299;train;1.13196354833333;7;192;398;4;5;229;multinomial
ecoli;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973519093627789;test;1.13196354833333;7;192;398;4;5;229;multinomial
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ring;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988687727145653;train;5.34414994835;5;200;410;20;20;5180;binomial
ring;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97177986509201;test;5.34414994835;5;200;410;20;20;5180;binomial
210_cloud;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.217871806097448;train;0.245855705;6;25;282;3;5;76;continuous
210_cloud;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324253005051558;test;0.245855705;6;25;282;3;5;76;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418347506758931;train;0.901027446666667;13;125;606;25;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607794886067772;test;0.901027446666667;13;125;606;25;25;70;continuous
529_pollen;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445523481326547;train;0.191896123333333;6;20;264;4;4;2694;continuous
529_pollen;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.421805303175967;test;0.191896123333333;6;20;264;4;4;2694;continuous
irish;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.874208860759494;train;0.651975541666667;3;160;326;3;4;350;binomial
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647_fri_c1_250_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125181312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812887700534166;train;0.239286355;5;50;250;4;10;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125181312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849010903832021;test;0.239286355;5;50;250;4;10;175;continuous
analcatdata_boxing1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938401442307692;train;1.221429935;7;240;494;1;3;84;binomial
analcatdata_boxing1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.726923076923077;test;1.221429935;7;240;494;1;3;84;binomial
574_house_16H;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480773265607188;train;1.21698899833333;15;75;680;14;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466879788649823;test;1.21698899833333;15;75;680;14;15;15949;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.246575895607834;train;0.256270716666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314402141209778;test;0.256270716666667;3;6;48;3;3;333;continuous
653_fri_c0_250_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496188948428238;train;1.80633338666667;14;264;556;16;25;175;continuous
653_fri_c0_250_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479251961805891;test;1.80633338666667;14;264;556;16;25;175;continuous
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657_fri_c2_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124191527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.750636692161729;train;0.927702005;3;160;326;8;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124191527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897752575839952;test;0.927702005;3;160;326;8;10;175;continuous
712_chscase_geyser1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.52859435143027;train;0.0622960833333333;3;10;80;2;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.610745254308461;test;0.0622960833333333;3;10;80;2;2;156;continuous
nikuradse_2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840871117831297;train;0.0349579216666667;3;5;40;0;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.743468290883518;test;0.0349579216666667;3;5;40;0;1;254;continuous
spambase;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985228224910217;train;0.323027858333333;3;80;166;50;54;3221;binomial
spambase;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980003509715024;test;0.323027858333333;3;80;166;50;54;3221;binomial
hepatitis;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929989550679206;train;0.942101926666667;12;76;552;17;19;109;binomial
hepatitis;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.697222222222222;test;0.942101926666667;12;76;552;17;19;109;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.62169567;3;160;326;19;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.62169567;3;160;326;19;20;5702;binomial
537_houses;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564120805250081;train;3.57591846666667;19;272;582;6;6;14448;continuous
537_houses;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.568686655247359;test;3.57591846666667;19;272;582;6;6;14448;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992630385487528;train;0.333389953333333;5;71;250;9;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986520146520147;test;0.333389953333333;5;71;250;9;21;399;binomial
621_fri_c0_100_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291922945030512;train;1.52167506333333;6;220;452;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.652792803396141;test;1.52167506333333;6;220;452;10;10;70;continuous
1030_ERA;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.745337096095873;train;0.412685923333333;6;8;108;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791095159502616;test;0.412685923333333;6;8;108;4;4;700;continuous
695_chatfield_4;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.341604334314329;train;0.139887841666667;3;45;166;4;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.355513107496457;test;0.139887841666667;3;45;166;4;9;165;continuous
tokyo1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997446048971299;train;1.18896258333333;3;160;326;20;20;672;binomial
tokyo1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978133478024959;test;1.18896258333333;3;160;326;20;20;672;binomial
cmc;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735982188431003;train;1.45217165333333;5;184;378;8;9;1032;multinomial
cmc;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.700827289531676;test;1.45217165333333;5;184;378;8;9;1032;multinomial
582_fri_c1_500_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803085510108959;train;0.16891006;3;90;186;3;25;350;continuous
582_fri_c1_500_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878580766661444;test;0.16891006;3;90;186;3;25;350;continuous
analcatdata_aids;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618421052631579;train;0.08550286;3;3;24;2;3;35;binomial
analcatdata_aids;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796296296296296;test;0.08550286;3;3;24;2;3;35;binomial
breast;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997800142990706;train;0.792348659983333;3;160;326;10;10;490;binomial
breast;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981500513874615;test;0.792348659983333;3;160;326;10;10;490;binomial
522_pm10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.519169725202347;train;2.60168971;10;300;620;7;7;350;continuous
522_pm10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.687927315958045;test;2.60168971;10;300;620;7;7;350;continuous
fars;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905954926161371;train;32.5637270483333;11;21;460;20;21;70678;multinomial
fars;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879065924261815;test;32.5637270483333;11;21;460;20;21;70678;multinomial
344_mv;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.393801009182308;train;0.534746073333333;7;50;334;10;10;28538;continuous
344_mv;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394145135241765;test;0.534746073333333;7;50;334;10;10;28538;continuous
665_sleuth_case2002;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787233654883376;train;0.289801968333333;7;30;334;2;6;103;continuous
665_sleuth_case2002;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.693538967393903;test;0.289801968333333;7;30;334;2;6;103;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82969716580555;train;2.15858145166667;10;295;610;10;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844852820239424;test;2.15858145166667;10;295;610;10;25;350;continuous
294_satellite_image;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.492902193283448;train;0.208796491666667;3;85;176;24;25;4505;continuous
294_satellite_image;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460393761429502;test;0.208796491666667;3;85;176;24;25;4505;continuous
712_chscase_geyser1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.532209171132941;train;0.06133146835;3;10;80;2;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.629880212308774;test;0.06133146835;3;10;80;2;2;156;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.958475922490823;train;0.804478630016667;3;160;326;1;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.929721353823671;test;0.804478630016667;3;160;326;1;5;70;continuous
542_pollution;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.594565691856372;train;0.697716156666667;7;20;280;5;10;42;continuous
542_pollution;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.611429913733161;test;0.697716156666667;7;20;280;5;10;42;continuous
695_chatfield_4;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329648312974362;train;0.304004148316667;3;10;72;5;5;165;continuous
695_chatfield_4;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353026124056717;test;0.304004148316667;3;10;72;5;5;165;continuous
ecoli;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977036748527737;train;0.495032595;3;5;36;5;5;229;multinomial
ecoli;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956772786829498;test;0.495032595;3;5;36;5;5;229;multinomial
schizo;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.607207457687784;train;1.67923008;11;13;266;3;13;238;multinomial
schizo;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.460765306122449;test;1.67923008;11;13;266;3;13;238;multinomial
horse_colic;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952920377160817;train;3.22212168333333;20;452;944;10;22;258;binomial
horse_colic;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.873106060606061;test;3.22212168333333;20;452;944;10;22;258;binomial
687_sleuth_ex1605;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740326905315724;train;0.567796748333333;3;160;326;2;5;44;continuous
687_sleuth_ex1605;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.741643533321612;test;0.567796748333333;3;160;326;2;5;44;continuous
mfeat_karhunen;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124161456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999742656449905;train;2.65621631833333;3;160;326;64;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124161456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995778950296538;test;2.65621631833333;3;160;326;64;64;1400;multinomial
optdigits;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999825264683644;train;3.862505495;3;160;326;52;61;3934;multinomial
optdigits;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998882038096647;test;3.862505495;3;160;326;52;61;3934;multinomial
653_fri_c0_250_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263851531854098;train;0.833491866683333;3;160;326;24;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593178641717403;test;0.833491866683333;3;160;326;24;25;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479636550203141;train;1.14156476166667;5;200;410;5;5;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493716868549027;test;1.14156476166667;5;200;410;5;5;175;continuous
628_fri_c3_1000_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187969649716763;train;1.26199447666667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291585575528418;test;1.26199447666667;3;160;326;5;5;700;continuous
diabetes;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884689002661023;train;0.904937151666667;3;160;326;5;8;538;binomial
diabetes;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.835604430631923;test;0.904937151666667;3;160;326;5;8;538;binomial
optdigits;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.41224239666667;3;54;138;54;61;3934;multinomial
optdigits;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974971690364186;test;1.41224239666667;3;54;138;54;61;3934;multinomial
analcatdata_cyyoung8092;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913541666666667;train;0.51676853;8;7;112;3;7;68;binomial
analcatdata_cyyoung8092;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93;test;0.51676853;8;7;112;3;7;68;binomial
611_fri_c3_100_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76859389587755;train;0.236241318333333;5;8;92;3;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.06827452016477;test;0.236241318333333;5;8;92;3;4;70;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20522668579441;train;2.707825845;15;352;734;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307355416841405;test;2.707825845;15;352;734;5;10;700;continuous
spectf;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125154629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895256916996048;train;5.55423084666667;14;44;600;27;44;245;binomial
spectf;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125154629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845167652859961;test;5.55423084666667;14;44;600;27;44;245;binomial
letter;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126103253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981041283394791;train;61.1698126333333;1;16;42;16;16;14000;multinomial
letter;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126103253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980326390679371;test;61.1698126333333;1;16;42;16;16;14000;multinomial
letter;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970457812506937;train;30.7281720333333;2;140;284;16;16;14000;multinomial
letter;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972119249585054;test;30.7281720333333;2;140;284;16;16;14000;multinomial
prnn_crabs;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999179487179487;train;0.810606393333333;5;184;378;3;3;140;binomial
prnn_crabs;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993142857142857;test;0.810606393333333;5;184;378;3;3;140;binomial
breast_w;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991889251414772;train;0.664052583333333;3;160;326;8;8;490;binomial
breast_w;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991686942416869;test;0.664052583333333;3;160;326;8;8;490;binomial
dermatology;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;5.128653705;5;25;216;23;25;257;multinomial
dermatology;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995192682561104;test;5.128653705;5;25;216;23;25;257;multinomial
598_fri_c0_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504729224979735;train;1.37113636666667;5;200;410;11;25;700;continuous
598_fri_c0_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493947816338112;test;1.37113636666667;5;200;410;11;25;700;continuous
banana;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97968667255075;train;3.13131711666667;3;160;326;2;2;3710;binomial
banana;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96136714365881;test;3.13131711666667;3;160;326;2;2;3710;binomial
657_fri_c2_250_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787830943107688;train;1.25204476835;5;200;410;8;10;175;continuous
657_fri_c2_250_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897095093156596;test;1.25204476835;5;200;410;8;10;175;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842148438582642;train;0.633905343333333;3;160;326;32;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864866377621518;test;0.633905343333333;3;160;326;32;50;350;continuous
344_mv;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0447729172373745;train;34.878890805;3;160;326;6;10;28538;continuous
344_mv;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0462497671085935;test;34.878890805;3;160;326;6;10;28538;continuous
529_pollen;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452180988318039;train;0.29383023;9;20;378;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432015818900893;test;0.29383023;9;20;378;4;4;2694;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125194816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818640199358731;train;0.163733628333333;3;90;186;18;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125194816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846447713584363;test;0.163733628333333;3;90;186;18;25;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.7664858787861;train;0.757528728333333;9;10;192;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858198960123947;test;0.757528728333333;9;10;192;5;5;175;continuous
cleveland;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.651582647953616;train;0.56030755;15;13;372;2;13;213;multinomial
cleveland;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.566086871069182;test;0.56030755;15;13;372;2;13;213;multinomial
phoneme;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980116128738227;train;5.90013779833333;20;452;944;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942566134613238;test;5.90013779833333;20;452;944;5;5;3783;binomial
mfeat_zernike;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989046584213087;train;0.442366401666667;3;32;138;25;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931569657803805;test;0.442366401666667;3;32;138;25;32;1400;multinomial
flags;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84948449441505;train;15.8586239033333;15;39;642;18;39;125;multinomial
flags;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73810405643739;test;15.8586239033333;15;39;642;18;39;125;multinomial
1096_FacultySalaries;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.304440059581692;train;0.0671272483333333;3;10;80;1;2;35;continuous
1096_FacultySalaries;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703448630334013;test;0.0671272483333333;3;10;80;1;2;35;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.339587483638549;train;1.031270785;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.332866816362989;test;1.031270785;3;160;326;0;3;333;continuous
wine_recognition;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125094313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.632040405;3;13;86;12;13;125;multinomial
wine_recognition;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125094313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.632040405;3;13;86;12;13;125;multinomial
churn;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125142540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864704333226533;train;0.790633458333333;10;60;460;5;15;3500;binomial
churn;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125142540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855006354393609;test;0.790633458333333;10;60;460;5;15;3500;binomial
581_fri_c3_500_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850398916137705;train;1.28502377166667;5;50;234;20;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830789829922972;test;1.28502377166667;5;50;234;20;25;350;continuous
646_fri_c3_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779752245293966;train;0.474929893333333;8;50;376;6;10;350;continuous
646_fri_c3_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847507933388814;test;0.474929893333333;8;50;376;6;10;350;continuous
505_tecator;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.097119042912577;train;0.176207904983333;3;81;186;3;18;168;continuous
505_tecator;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.10072420118417;test;0.176207904983333;3;81;186;3;18;168;continuous
hypothyroid;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993541382478216;train;3.45767131666667;9;280;578;11;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970556854554948;test;3.45767131666667;9;280;578;11;20;2215;binomial
breast;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983948863636364;train;0.22565405;3;36;158;2;9;490;binomial
breast;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98046875;test;0.22565405;3;36;158;2;9;490;binomial
penguins;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999825406802151;train;0.777007326666667;3;160;326;7;7;241;multinomial
penguins;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.777007326666667;3;160;326;7;7;241;multinomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965976331360947;train;0.604409636666667;3;160;326;6;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.698412698412698;test;0.604409636666667;3;160;326;6;6;65;binomial
542_pollution;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616291100662224;train;1.41476877333333;19;65;848;5;13;42;continuous
542_pollution;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.635617467991882;test;1.41476877333333;19;65;848;5;13;42;continuous
allhypo;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.707801463466412;train;1.34272824333333;3;160;326;1;25;2639;multinomial
allhypo;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.709703683662017;test;1.34272824333333;3;160;326;1;25;2639;multinomial
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213082472908197;train;3.31896758665;7;240;494;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30006522078847;test;3.31896758665;7;240;494;5;50;700;continuous
228_elusage;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.405014883599719;train;0.0363655933333333;3;5;40;1;1;39;continuous
228_elusage;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.338559659748975;test;0.0363655933333333;3;5;40;1;1;39;continuous
527_analcatdata_election2000;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.303534579440723;train;0.0839511766666667;6;2;28;1;1;47;continuous
527_analcatdata_election2000;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;7.98407983883772;test;0.0839511766666667;6;2;28;1;1;47;continuous
waveform_21;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125144737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961557957939247;train;0.376191211666667;6;21;212;16;21;3500;multinomial
waveform_21;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125144737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959997731759174;test;0.376191211666667;6;21;212;16;21;3500;multinomial
648_fri_c1_250_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199721922469744;train;2.65479247666667;11;320;662;6;50;175;continuous
648_fri_c1_250_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471464625408161;test;2.65479247666667;11;320;662;6;50;175;continuous
617_fri_c3_500_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197851128874034;train;1.974318585;13;328;682;4;4;350;continuous
617_fri_c3_500_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306128309539534;test;1.974318585;13;328;682;4;4;350;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.229691112218741;train;1.05875732666667;5;200;410;3;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240383782363423;test;1.05875732666667;5;200;410;3;4;227;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353043601285946;train;1.95965718166667;8;260;536;9;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.679711014735589;test;1.95965718166667;8;260;536;9;10;70;continuous
622_fri_c2_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193288514379946;train;5.05028199833333;11;320;662;5;50;700;continuous
622_fri_c2_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292914649474099;test;5.05028199833333;11;320;662;5;50;700;continuous
581_fri_c3_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832354088897409;train;0.532182409983333;3;48;150;14;25;350;continuous
581_fri_c3_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85090341901741;test;0.532182409983333;3;48;150;14;25;350;continuous
574_house_16H;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480193826826911;train;6.30317420835;13;360;746;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467809946933261;test;6.30317420835;13;360;746;15;15;15949;continuous
haberman;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718368990108121;train;0.706836011666667;3;160;326;2;3;215;binomial
haberman;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.671296296296296;test;0.706836011666667;3;160;326;2;3;215;binomial
207_autoPrice;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.370480445642533;train;0.51569215;9;50;428;4;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.531720715873555;test;0.51569215;9;50;428;4;10;112;continuous
ecoli;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125151838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967553054353054;train;1.24657872333333;6;220;452;4;5;229;multinomial
ecoli;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125151838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948137626262626;test;1.24657872333333;6;220;452;4;5;229;multinomial
dis;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697929429061505;train;14.4257599816667;17;25;696;3;25;2641;binomial
dis;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.671377413991559;test;14.4257599816667;17;25;696;3;25;2641;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540665526736543;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.525053240036507;test;;-Inf;-Inf;;1;1;849;binomial
saheart;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799768518518519;train;0.628352568333333;11;36;494;8;9;324;binomial
saheart;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779069767441861;test;0.628352568333333;11;36;494;8;9;324;binomial
1193_BNG_lowbwt;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609144832727936;train;2.81071866;3;18;106;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607668196738648;test;2.81071866;3;18;106;9;9;21773;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820142036418278;train;0.102657643333333;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.895640629641188;test;0.102657643333333;3;25;156;5;5;700;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257026299279857;train;0.0799476066666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332399398558876;test;0.0799476066666667;3;15;120;3;3;333;continuous
biomed;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963765097875885;train;0.369076315;6;8;104;4;8;147;binomial
biomed;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857905982905983;test;0.369076315;6;8;104;4;8;147;binomial
589_fri_c2_1000_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796351795688973;train;2.00611135333333;17;280;594;12;25;700;continuous
589_fri_c2_1000_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85977005547055;test;2.00611135333333;17;280;594;12;25;700;continuous
573_cpu_act;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.163105507623302;train;2.18987831833333;7;192;398;17;17;5735;continuous
573_cpu_act;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.165817964858639;test;2.18987831833333;7;192;398;17;17;5735;continuous
breast_w;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124213243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987577639751553;train;0.390291961666667;6;32;282;2;8;490;binomial
breast_w;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124213243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971796937953263;test;0.390291961666667;6;32;282;2;8;490;binomial
561_cpu;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.175824972098719;train;2.08895498833333;16;14;464;5;7;147;continuous
561_cpu;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.239793771496996;test;2.08895498833333;16;14;464;5;7;147;continuous
663_rabe_266;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.114908469226337;train;0.900920776666667;3;160;326;2;2;84;continuous
663_rabe_266;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133476866237674;test;0.900920776666667;3;160;326;2;2;84;continuous
credit_a;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124211806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969626168224299;train;0.896193520016667;3;160;326;14;14;483;binomial
credit_a;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124211806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913978494623656;test;0.896193520016667;3;160;326;14;14;483;binomial
breast_cancer;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758892337073287;train;1.28169178666667;6;220;452;8;9;201;binomial
breast_cancer;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.697196870925685;test;1.28169178666667;6;220;452;8;9;201;binomial
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812748450079808;train;1.33013621333333;6;20;254;5;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839907467787232;test;1.33013621333333;6;20;254;5;10;700;continuous
633_fri_c0_500_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267297153686187;train;1.58749472;6;220;452;7;25;350;continuous
633_fri_c0_500_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.512047363901468;test;1.58749472;6;220;452;7;25;350;continuous
vehicle;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.696147025813693;train;0.805941115;3;160;326;8;13;593;multinomial
vehicle;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737441149282421;test;0.805941115;3;160;326;8;13;593;multinomial
spectf;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928853754940711;train;3.660381235;6;44;264;31;44;245;binomial
spectf;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898915187376726;test;3.660381235;6;44;264;31;44;245;binomial
609_fri_c0_1000_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124182435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485290172634748;train;1.14435428333333;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124182435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482609060524032;test;1.14435428333333;3;160;326;5;5;700;continuous
adult;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883071946304528;train;9.57421602166667;3;12;76;5;12;34190;binomial
adult;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885185349327593;test;9.57421602166667;3;12;76;5;12;34190;binomial
609_fri_c0_1000_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472985507393943;train;0.734028521666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491008948389102;test;0.734028521666667;3;160;326;5;5;700;continuous
mfeat_morphological;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921527948269823;train;1.41186120833333;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910078196554181;test;1.41186120833333;3;160;326;2;2;1400;multinomial
1595_poker;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814111093704391;train;37.2901034633333;2;140;284;10;10;717507;continuous
1595_poker;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814685904564814;test;37.2901034633333;2;140;284;10;10;717507;continuous
yeast;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878733775266409;train;0.308016663333333;9;8;152;7;8;1036;multinomial
yeast;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860431108390292;test;0.308016663333333;9;8;152;7;8;1036;multinomial
594_fri_c2_100_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125114147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8875484370008;train;0.833923606666667;3;160;326;1;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125114147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892049454845833;test;0.833923606666667;3;160;326;1;5;70;continuous
nikuradse_1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499202983051737;train;0.94418572;5;200;410;1;2;254;continuous
nikuradse_1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446481344146153;test;0.94418572;5;200;410;1;2;254;continuous
687_sleuth_ex1605;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461503657399961;train;0.651786011666667;3;160;326;5;5;44;continuous
687_sleuth_ex1605;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598831245059047;test;0.651786011666667;3;160;326;5;5;44;continuous
624_fri_c0_100_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301628530295504;train;2.35562145833333;17;435;904;5;5;70;continuous
624_fri_c0_100_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.523833596666368;test;2.35562145833333;17;435;904;5;5;70;continuous
589_fri_c2_1000_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792142516203621;train;1.16748315833333;5;200;410;11;25;700;continuous
589_fri_c2_1000_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838577821058757;test;1.16748315833333;5;200;410;11;25;700;continuous
Hill_Valley_with_noise;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.540818195949547;train;0.646063818333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.527654396105872;test;0.646063818333333;3;160;326;1;1;849;binomial
583_fri_c1_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817455794887429;train;1.41018479833333;6;220;452;29;50;700;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828417631371692;test;1.41018479833333;6;220;452;29;50;700;continuous
labor;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.652380446666667;3;160;326;15;15;40;binomial
labor;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883333333333333;test;0.652380446666667;3;160;326;15;15;40;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989795918367347;train;0.158768546666667;3;6;46;1;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.158768546666667;3;6;46;1;6;70;binomial
654_fri_c0_500_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.545405201382752;train;0.904769565;3;160;326;5;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523233603085121;test;0.904769565;3;160;326;5;10;350;continuous
new_thyroid;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999619047619048;train;1.04527307;3;160;326;4;5;151;multinomial
new_thyroid;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975308641975309;test;1.04527307;3;160;326;4;5;151;multinomial
prnn_synth;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935719885027437;train;0.130222618333333;7;8;128;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933048433048433;test;0.130222618333333;7;8;128;2;2;175;binomial
crx;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942924248245032;train;0.81624813165;3;160;326;13;13;483;binomial
crx;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938120202209324;test;0.81624813165;3;160;326;13;13;483;binomial
230_machine_cpu;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.268527085618118;train;0.44825922;10;30;460;4;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.322291849140726;test;0.44825922;10;30;460;4;6;147;continuous
analcatdata_lawsuit;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995080500894454;train;0.199276125;6;16;216;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.199276125;6;16;216;2;4;185;binomial
heart_statlog;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964401669758813;train;1.55012756333333;8;260;536;9;13;189;binomial
heart_statlog;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832313341493268;test;1.55012756333333;8;260;536;9;13;189;binomial
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807574614428441;train;1.712189355;6;220;452;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801221791295154;test;1.712189355;6;220;452;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485476927088321;train;1.28420101333333;5;200;410;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487148166564961;test;1.28420101333333;5;200;410;5;5;700;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125210002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859167736372325;train;1.80918629333333;8;20;332;8;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125210002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833041696240248;test;1.80918629333333;8;20;332;8;10;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815840699469098;train;0.106638003333333;3;25;156;5;5;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885445822614261;test;0.106638003333333;3;25;156;5;5;350;continuous
coil2000;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.754278123521491;train;7.97183180166667;20;260;560;9;59;6876;binomial
coil2000;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732662194903087;test;7.97183180166667;20;260;560;9;59;6876;binomial
breast;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.440651423333333;7;40;322;8;10;490;binomial
breast;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971634121274409;test;0.440651423333333;7;40;322;8;10;490;binomial
hungarian;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892106050034885;train;1.29057259833333;12;12;284;4;12;206;binomial
hungarian;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921372191863995;test;1.29057259833333;12;12;284;4;12;206;binomial
646_fri_c3_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793774628373463;train;0.613950016666667;12;45;544;5;9;350;continuous
646_fri_c3_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839324558509375;test;0.613950016666667;12;45;544;5;9;350;continuous
analcatdata_cyyoung9302;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899408284023669;train;0.240581378333333;3;7;52;1;7;65;binomial
analcatdata_cyyoung9302;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.773809523809524;test;0.240581378333333;3;7;52;1;7;65;binomial
615_fri_c4_250_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202881559531281;train;2.77928998833333;20;353;746;5;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441389371445758;test;2.77928998833333;20;353;746;5;10;175;continuous
228_elusage;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.381151546730763;train;0.57918304;3;160;326;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451975307575109;test;0.57918304;3;160;326;1;1;39;continuous
profb;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.667930694290295;train;1.21892063333333;20;36;850;2;9;471;binomial
profb;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.64626218851571;test;1.21892063333333;20;36;850;2;9;471;binomial
flags;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854322750424448;train;1.53881064166667;6;220;452;25;36;125;multinomial
flags;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.613541666666667;test;1.53881064166667;6;220;452;25;36;125;multinomial
195_auto_price;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272537356051283;train;0.59795645;3;160;326;5;10;112;continuous
195_auto_price;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338325632694213;test;0.59795645;3;160;326;5;10;112;continuous
227_cpu_small;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.12481270916284;train;13.066090915;11;298;618;11;12;5735;continuous
227_cpu_small;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178516670648601;test;13.066090915;11;298;618;11;12;5735;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813432747241891;train;0.188855833333333;3;90;186;5;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782090910677357;test;0.188855833333333;3;90;186;5;25;350;continuous
601_fri_c1_250_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815460867418186;train;0.784243165016667;3;160;326;5;5;175;continuous
601_fri_c1_250_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.75280278050213;test;0.784243165016667;3;160;326;5;5;175;continuous
658_fri_c3_250_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210042707585829;train;2.92108512333333;11;320;662;22;24;175;continuous
658_fri_c3_250_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.565931743448963;test;2.92108512333333;11;320;662;22;24;175;continuous
564_fried;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124201040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486996821489869;train;3.15780480168333;3;160;326;9;10;28538;continuous
564_fried;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124201040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486326054394304;test;3.15780480168333;3;160;326;9;10;28538;continuous
segmentation;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995297924691416;train;2.60982301833333;7;208;430;12;14;1617;multinomial
segmentation;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994397033916142;test;2.60982301833333;7;208;430;12;14;1617;multinomial
mfeat_zernike;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989992659801096;train;0.835669976666667;6;33;264;29;33;1400;multinomial
mfeat_zernike;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95262934284988;test;0.835669976666667;6;33;264;29;33;1400;multinomial
294_satellite_image;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303006505974976;train;6.76205097666667;7;240;494;18;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328665726521456;test;6.76205097666667;7;240;494;18;26;4505;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.115732206173981;train;2.60199590333333;20;292;624;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.106231169336527;test;2.60199590333333;20;292;624;3;3;333;continuous
wine_quality_red;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.790051313398264;train;8.02532520666667;12;11;258;4;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67100272069296;test;8.02532520666667;12;11;258;4;11;1120;multinomial
643_fri_c2_500_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840328872577801;train;0.373001728333333;6;125;312;22;25;350;continuous
643_fri_c2_500_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894303835459141;test;0.373001728333333;6;125;312;22;25;350;continuous
titanic;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126104156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854977033492823;train;1.136747125;3;160;326;8;8;1545;binomial
titanic;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126104156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.834433223694581;test;1.136747125;3;160;326;8;8;1545;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998901871276452;train;3.79324749666667;3;20;68;10;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999675869253634;test;3.79324749666667;3;20;68;10;20;5702;binomial
cleveland;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.810453918841016;train;0.218775765;6;13;162;13;13;213;multinomial
cleveland;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.632995002246182;test;0.218775765;6;13;162;13;13;213;multinomial
605_fri_c2_250_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.740897264261307;train;0.314917786666667;6;123;312;17;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823377031845994;test;0.314917786666667;6;123;312;17;25;175;continuous
collins;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.32742114166667;3;160;326;1;20;340;multinomial
collins;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.32742114166667;3;160;326;1;20;340;multinomial
207_autoPrice;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.449221643622431;train;0.36587912165;3;18;100;3;9;112;continuous
207_autoPrice;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.34921453553014;test;0.36587912165;3;18;100;3;9;112;continuous
644_fri_c4_250_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805648280141299;train;0.825051195;3;48;150;16;24;175;continuous
644_fri_c4_250_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893380534410702;test;0.825051195;3;48;150;16;24;175;continuous
vehicle;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917343719073604;train;3.32375327833333;5;13;122;12;13;593;multinomial
vehicle;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927753816990353;test;3.32375327833333;5;13;122;12;13;593;multinomial
allhyper;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95666299926312;train;4.26327760333333;20;276;592;14;24;2640;multinomial
allhyper;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990643939393939;test;4.26327760333333;20;276;592;14;24;2640;multinomial
579_fri_c0_250_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479892299877801;train;0.589371521666667;6;10;132;5;5;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493781129006705;test;0.589371521666667;6;10;132;5;5;175;continuous
segmentation;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527815379367548;train;10.40632558;3;14;88;12;14;1617;multinomial
segmentation;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.510235273180179;test;10.40632558;3;14;88;12;14;1617;multinomial
mfeat_karhunen;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.729540288333333;3;59;138;56;64;1400;multinomial
mfeat_karhunen;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983078697991672;test;0.729540288333333;3;59;138;56;64;1400;multinomial
yeast;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905145403524351;train;0.206172628333333;6;8;104;7;8;1036;multinomial
yeast;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85675956224469;test;0.206172628333333;6;8;104;7;8;1036;multinomial
mfeat_zernike;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988652045140667;train;34.9829141666667;3;32;138;28;32;1400;multinomial
mfeat_zernike;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979479405435039;test;34.9829141666667;3;32;138;28;32;1400;multinomial
analcatdata_authorship;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99968151368736;train;0.935798816666667;3;160;326;17;70;589;multinomial
analcatdata_authorship;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999220051475905;test;0.935798816666667;3;160;326;17;70;589;multinomial
confidence;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918024691358025;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
vehicle;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98535800776036;train;0.747071861666667;3;160;326;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927872728899299;test;0.747071861666667;3;160;326;13;13;593;multinomial
mfeat_karhunen;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997865901631656;train;2.70244582333333;3;160;326;18;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995129714693912;test;2.70244582333333;3;160;326;18;64;1400;multinomial
593_fri_c1_1000_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804082079355223;train;0.847435529983333;3;160;326;8;10;700;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864632915000776;test;0.847435529983333;3;160;326;8;10;700;continuous
634_fri_c2_100_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808778588759574;train;0.731113791666667;5;18;196;6;9;70;continuous
634_fri_c2_100_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796501559984726;test;0.731113791666667;5;18;196;6;9;70;continuous
allhyper;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952841176485633;train;32.8613705633333;7;25;272;24;25;2640;multinomial
allhyper;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887640077204506;test;32.8613705633333;7;25;272;24;25;2640;multinomial
599_fri_c2_1000_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811139286265735;train;0.108683271666667;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811788056379001;test;0.108683271666667;3;25;156;5;5;700;continuous
651_fri_c0_100_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423103200589869;train;0.732828255;11;125;522;22;25;70;continuous
651_fri_c0_100_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.652965171770439;test;0.732828255;11;125;522;22;25;70;continuous
mfeat_zernike;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991187894720622;train;2.90418832166667;3;160;326;33;33;1400;multinomial
mfeat_zernike;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975812845663039;test;2.90418832166667;3;160;326;33;33;1400;multinomial
analcatdata_japansolvent;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860119047619048;train;0.257240895;9;4;78;1;4;37;binomial
analcatdata_japansolvent;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759259259259259;test;0.257240895;9;4;78;1;4;37;binomial
687_sleuth_ex1605;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.633495647322993;train;0.385062678333333;7;10;152;3;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.500429038570108;test;0.385062678333333;7;10;152;3;5;44;continuous
buggyCrx;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929694225405461;train;0.761770401666667;11;56;502;4;14;483;binomial
buggyCrx;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850627082108564;test;0.761770401666667;11;56;502;4;14;483;binomial
diabetes;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125103512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.800405496733499;train;0.92403113;8;8;132;2;8;538;binomial
diabetes;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125103512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826021505376344;test;0.92403113;8;8;132;2;8;538;binomial
glass;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876043097643098;train;0.0750238583333333;3;9;62;3;9;144;multinomial
glass;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85090811965812;test;0.0750238583333333;3;9;62;3;9;144;multinomial
653_fri_c0_250_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455802963900302;train;2.03258108166667;6;50;276;22;25;175;continuous
653_fri_c0_250_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50000009216827;test;2.03258108166667;6;50;276;22;25;175;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83329576258116;train;1.79860348;9;20;370;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801988402974098;test;1.79860348;9;20;370;5;10;700;continuous
flags;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924012521222411;train;0.370022106666667;5;36;222;12;36;125;multinomial
flags;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668354166666667;test;0.370022106666667;5;36;222;12;36;125;multinomial
581_fri_c3_500_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834129604347148;train;2.03731171666667;12;304;632;5;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835233620646628;test;2.03731171666667;12;304;632;5;25;350;continuous
627_fri_c2_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818192888264662;train;1.14296857;5;20;216;6;10;350;continuous
627_fri_c2_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817718843551547;test;1.14296857;5;20;216;6;10;350;continuous
207_autoPrice;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430138171925989;train;0.69474838165;3;160;326;7;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500352139718844;test;0.69474838165;3;160;326;7;10;112;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47043825101646;train;1.46770885666667;9;216;450;28;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49430064655407;test;1.46770885666667;9;216;450;28;50;700;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539165503091747;train;0.760320461666667;3;160;326;8;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.693092916618937;test;0.760320461666667;3;160;326;8;10;356;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782792201158998;train;0.158422383316667;3;50;166;8;10;700;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814955194900862;test;0.158422383316667;3;50;166;8;10;700;continuous
712_chscase_geyser1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393851133379179;train;0.561844575;3;160;326;2;2;156;continuous
712_chscase_geyser1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.504084772796313;test;0.561844575;3;160;326;2;2;156;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459903640687575;train;0.0941213983333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.43257583160827;test;0.0941213983333333;3;25;156;5;5;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863451934057866;train;1.79099015333333;6;220;452;5;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829675473425663;test;1.79099015333333;6;220;452;5;10;350;continuous
contraceptive;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733881743704987;train;7.76423408;16;9;292;4;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694626513389143;test;7.76423408;16;9;292;4;9;1032;multinomial
230_machine_cpu;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.158692302785965;train;4.35143864833333;20;500;1040;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231057731583647;test;4.35143864833333;20;500;1040;6;6;147;continuous
lupus;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880718954248366;train;0.0537762716666667;3;2;16;2;2;61;binomial
lupus;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8125;test;0.0537762716666667;3;2;16;2;2;61;binomial
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204603045113286;train;3.32333453666667;6;220;452;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301692680507724;test;3.32333453666667;6;220;452;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801904690912106;train;1.879192655;8;260;536;6;50;700;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877369100533614;test;1.879192655;8;260;536;6;50;700;continuous
mfeat_zernike;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990867782880724;train;0.43534404;3;31;138;27;32;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959298328401849;test;0.43534404;3;31;138;27;32;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125110646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99979926177022;train;2.12016023833333;3;160;326;136;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125110646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997845525848308;test;2.12016023833333;3;160;326;136;136;1400;multinomial
218_house_8L;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125150445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500785109001607;train;5.02699673833333;10;268;556;7;8;15949;continuous
218_house_8L;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125150445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495375439823395;test;5.02699673833333;10;268;556;7;8;15949;continuous
cmc;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718900624032413;train;3.05768645001667;6;9;116;3;9;1032;multinomial
cmc;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686545991651778;test;3.05768645001667;6;9;116;3;9;1032;multinomial
confidence;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919726731601732;train;1.34528341333333;5;200;410;1;1;51;multinomial
confidence;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9275;test;1.34528341333333;5;200;410;1;1;51;multinomial
waveform_40;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956586101699947;train;0.531651125;5;40;220;15;40;3500;multinomial
waveform_40;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.957593115491491;test;0.531651125;5;40;220;15;40;3500;multinomial
biomed;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955731225296443;train;0.778107585;11;8;184;8;8;147;binomial
biomed;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965476190476191;test;0.778107585;11;8;184;8;8;147;binomial
sonar;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.42699741666667;20;389;818;50;60;146;binomial
sonar;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.858974358974359;test;3.42699741666667;20;389;818;50;60;146;binomial
643_fri_c2_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.877974165070949;train;1.87009358666667;8;50;360;12;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.884183374632396;test;1.87009358666667;8;50;360;12;25;350;continuous
Hill_Valley_without_noise;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871740578342676;train;1.41226629;6;220;452;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.554571776897287;test;1.41226629;6;220;452;1;1;849;binomial
228_elusage;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503453043387565;train;0.116136281666667;7;2;32;1;1;39;continuous
228_elusage;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487005659571848;test;0.116136281666667;7;2;32;1;1;39;continuous
225_puma8NH;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.744877774136753;train;1.87431335;7;201;416;3;8;5735;continuous
225_puma8NH;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.730430058412827;test;1.87431335;7;201;416;3;8;5735;continuous
218_house_8L;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460251682595133;train;2.87534228833333;6;220;452;5;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442013518790683;test;2.87534228833333;6;220;452;5;8;15949;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250648998894727;train;2.38373481833333;12;292;608;8;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444847963168812;test;2.38373481833333;12;292;608;8;25;350;continuous
hepatitis;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87353206865402;train;2.91876990833333;16;414;860;9;19;109;binomial
hepatitis;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819512195121951;test;2.91876990833333;16;414;860;9;19;109;binomial
collins;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;4.44642618831667;15;368;766;1;20;340;multinomial
collins;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;4.44642618831667;15;368;766;1;20;340;multinomial
596_fri_c2_250_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807357895512523;train;0.204395873333333;3;10;72;4;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889467961263291;test;0.204395873333333;3;10;72;4;5;175;continuous
labor;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.695574583316667;10;60;460;3;15;40;binomial
labor;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.716666666666667;test;0.695574583316667;10;60;460;3;15;40;binomial
irish;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125202620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85982416279759;train;0.431975701666667;6;4;54;4;4;350;binomial
irish;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125202620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858146323663565;test;0.431975701666667;6;4;54;4;4;350;binomial
breast;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98671132238548;train;0.781233548333333;5;9;98;3;9;490;binomial
breast;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988421395955642;test;0.781233548333333;5;9;98;3;9;490;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747863247863248;train;0.210189791666667;7;3;48;1;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585561497326203;test;0.210189791666667;7;3;48;1;3;93;binomial
saheart;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783357603494903;train;1.24394533166667;13;9;238;8;9;324;binomial
saheart;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.77299880525687;test;1.24394533166667;13;9;238;8;9;324;binomial
breast_w;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124213243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996469239869861;train;0.92176281;6;8;104;7;8;490;binomial
breast_w;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124213243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993654311039484;test;0.92176281;6;8;104;7;8;490;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96301775147929;train;0.196789448333333;5;24;236;3;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.714285714285714;test;0.196789448333333;5;24;236;3;6;65;binomial
churn;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862774636797168;train;1.709726805;18;60;796;7;15;3500;binomial
churn;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860157952069717;test;1.709726805;18;60;796;7;15;3500;binomial
637_fri_c1_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126115252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843317877684819;train;0.688401505;3;160;326;38;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126115252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88732023653274;test;0.688401505;3;160;326;38;50;350;continuous
breast;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9828125;train;0.73789972;3;160;326;2;9;490;binomial
breast;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980082947530864;test;0.73789972;3;160;326;2;9;490;binomial
648_fri_c1_250_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.735361577505834;train;0.20353021;3;90;186;4;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865520487510703;test;0.20353021;3;90;186;4;50;175;continuous
294_satellite_image;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455432126525697;train;1.63158132666667;5;200;410;26;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462861269037077;test;1.63158132666667;5;200;410;26;26;4505;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841549067426344;train;1.34499421666667;5;200;410;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.908256524585394;test;1.34499421666667;5;200;410;5;5;350;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125152237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811276183143289;train;0.932567333333333;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125152237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868575314472436;test;0.932567333333333;3;160;326;10;10;700;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394261742079854;train;0.0629390683333333;3;10;74;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.545113363600433;test;0.0629390683333333;3;10;74;1;2;33;continuous
vowel;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.63992687833333;6;220;452;8;13;693;multinomial
vowel;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995373224767314;test;2.63992687833333;6;220;452;8;13;693;multinomial
608_fri_c3_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832476570685142;train;1.14122202;5;20;206;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856502450729243;test;1.14122202;5;20;206;5;10;700;continuous
207_autoPrice;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332470987744012;train;0.397709588333333;7;55;354;3;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257090872709863;test;0.397709588333333;7;55;354;3;11;112;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125200105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.571557631453362;train;1.28834996333333;9;20;372;7;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125200105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455930961435928;test;1.28834996333333;9;20;372;7;10;175;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362763090282826;train;1.27363480833333;5;200;410;5;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.642905705715815;test;1.27363480833333;5;200;410;5;9;70;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.912614170185873;train;0.16300787;3;90;186;1;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.963165266469493;test;0.16300787;3;90;186;1;24;175;continuous
australian;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942421499686695;train;0.68755025;3;160;326;13;13;483;binomial
australian;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935808270676692;test;0.68755025;3;160;326;13;13;483;binomial
backache;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806132075471698;train;1.69204660335;10;252;524;12;32;126;binomial
backache;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.436734693877551;test;1.69204660335;10;252;524;12;32;126;binomial
haberman;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.728763567720623;train;0.299307253333333;7;3;48;2;3;215;binomial
haberman;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.689655172413793;test;0.299307253333333;7;3;48;2;3;215;binomial
credit_a;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981742695341;train;0.789825346666667;3;160;326;12;14;483;binomial
credit_a;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913412563667233;test;0.789825346666667;3;160;326;12;14;483;binomial
596_fri_c2_250_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806202266960582;train;0.0964500466666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841192696150906;test;0.0964500466666667;3;25;156;5;5;175;continuous
608_fri_c3_1000_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124182635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83837202387922;train;0.347950601666667;8;50;376;6;10;700;continuous
608_fri_c3_1000_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124182635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832262635438014;test;0.347950601666667;8;50;376;6;10;700;continuous
207_autoPrice;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124200601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.415375428709942;train;1.31833995666667;5;200;410;7;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124200601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480384134806238;test;1.31833995666667;5;200;410;7;10;112;continuous
207_autoPrice;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124155346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.552738038150861;train;0.344646055;5;18;178;1;9;112;continuous
207_autoPrice;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124155346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.636980670904087;test;0.344646055;5;18;178;1;9;112;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487635887321412;train;0.348446158333333;8;50;376;8;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528870513590351;test;0.348446158333333;8;50;376;8;10;700;continuous
603_fri_c0_250_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462468345972097;train;1.72832085666667;10;252;524;20;50;175;continuous
603_fri_c0_250_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.501917676358649;test;1.72832085666667;10;252;524;20;50;175;continuous
mfeat_zernike;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987646931523046;train;25.83715772;3;32;138;23;32;1400;multinomial
mfeat_zernike;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980830182844943;test;25.83715772;3;32;138;23;32;1400;multinomial
iris;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999481999481999;train;0.0282158733333333;3;3;24;2;3;105;multinomial
iris;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993761140819964;test;0.0282158733333333;3;3;24;2;3;105;multinomial
calendarDOW;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861950996709303;train;0.390679158333333;12;13;284;4;13;280;multinomial
calendarDOW;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.688474884311091;test;0.390679158333333;12;13;284;4;13;280;multinomial
505_tecator;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0461499601031191;train;0.889620095;3;34;150;17;17;168;continuous
505_tecator;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0504373637637307;test;0.889620095;3;34;150;17;17;168;continuous
645_fri_c3_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176717770747492;train;2.666965935;12;340;704;5;50;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358084433144358;test;2.666965935;12;340;704;5;50;350;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187391248194255;train;0.829966833333333;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291489551074536;test;0.829966833333333;3;160;326;5;5;700;continuous
analcatdata_cyyoung9302;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960459183673469;train;0.358806578333333;7;6;94;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986111111111111;test;0.358806578333333;7;6;94;6;6;65;binomial
pima;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829806359218124;train;0.727475583333333;3;160;326;8;8;538;binomial
pima;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850360427541636;test;0.727475583333333;3;160;326;8;8;538;binomial
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255783560502367;train;1.39097560166667;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355299035000336;test;1.39097560166667;3;160;326;5;10;700;continuous
573_cpu_act;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331948539226674;train;0.380070083333333;7;85;344;1;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336427735119932;test;0.380070083333333;7;85;344;1;17;5735;continuous
1201_BNG_breastTumor;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915361030629816;train;5.21362062666667;6;18;230;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914069482247582;test;5.21362062666667;6;18;230;9;9;81648;continuous
dis;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998014576526766;train;5.10092771333333;17;360;754;5;25;2641;binomial
dis;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884755734286565;test;5.10092771333333;17;360;754;5;25;2641;binomial
641_fri_c1_500_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840492818535962;train;0.263915638333333;6;50;292;7;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822352827932783;test;0.263915638333333;6;50;292;7;10;350;continuous
magic;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865028675122075;train;0.915043851666667;10;36;442;9;9;13314;binomial
magic;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867212880467367;test;0.915043851666667;10;36;442;9;9;13314;binomial
589_fri_c2_1000_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277210417402629;train;2.66437099001667;6;220;452;15;25;700;continuous
589_fri_c2_1000_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348650271013592;test;2.66437099001667;6;220;452;15;25;700;continuous
analcatdata_cyyoung9302;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961734693877551;train;1.46944956665;20;268;576;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986111111111111;test;1.46944956665;20;268;576;6;6;65;binomial
colic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888652435830278;train;0.765913071666667;10;77;468;2;22;258;binomial
colic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841253443526171;test;0.765913071666667;10;77;468;2;22;258;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126091133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995664739884393;train;0.10824085;3;16;120;2;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126091133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.10824085;3;16;120;2;4;185;binomial
credit_a;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931038651514628;train;0.555460301666667;8;56;376;8;14;483;binomial
credit_a;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899192773399962;test;0.555460301666667;8;56;376;8;14;483;binomial
644_fri_c4_250_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250741128843345;train;2.77018024666667;15;384;798;3;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438123589021311;test;2.77018024666667;15;384;798;3;25;175;continuous
twonorm;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999073265682921;train;3.88618976;3;160;326;20;20;5180;binomial
twonorm;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995843520186818;test;3.88618976;3;160;326;20;20;5180;binomial
ionosphere;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882336018411968;train;1.13108580668333;13;127;594;12;32;246;binomial
ionosphere;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739984289080911;test;1.13108580668333;13;127;594;12;32;246;binomial
vehicle;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947104491118576;train;1.52850955;3;13;78;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93589067458399;test;1.52850955;3;13;78;13;13;593;multinomial
651_fri_c0_100_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125195307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.574038240307817;train;1.79897094;11;50;486;24;25;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125195307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515457289841946;test;1.79897094;11;50;486;24;25;70;continuous
mnist;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995005987955851;train;87.1598809766667;0;100;200;579;582;49000;multinomial
mnist;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994091587229542;test;87.1598809766667;0;100;200;579;582;49000;multinomial
agaricus_lepiota;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999419656278802;train;3.76826390666667;3;20;70;10;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999549018107728;test;3.76826390666667;3;20;70;10;20;5702;binomial
602_fri_c3_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873310490487329;train;0.962415773333333;3;160;326;5;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870871518949674;test;0.962415773333333;3;160;326;5;9;175;continuous
clean2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976860579516963;train;0.547082983333333;3;80;166;101;107;4619;binomial
clean2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95002546159406;test;0.547082983333333;3;80;166;101;107;4619;binomial
547_no2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.61456919109302;train;0.71994953;13;35;580;7;7;350;continuous
547_no2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.660193275598256;test;0.71994953;13;35;580;7;7;350;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126110702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837888151744115;train;0.200804108333333;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126110702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855980277648051;test;0.200804108333333;3;85;176;5;25;700;continuous
1595_poker;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125141521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816197152139626;train;34.4023039083167;2;20;82;5;10;717507;continuous
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581_fri_c3_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831423816219381;train;0.76987355;11;125;522;5;25;350;continuous
581_fri_c3_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82711530147731;test;0.76987355;11;125;522;5;25;350;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.978462331551896;train;0.82540881;3;160;326;0;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.974380738843869;test;0.82540881;3;160;326;0;5;70;continuous
irish;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911941580756014;train;0.429016695016667;10;16;338;3;4;350;binomial
irish;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807990620490621;test;0.429016695016667;10;16;338;3;4;350;binomial
nikuradse_2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144698997108788;train;0.576884821666667;3;160;326;1;1;254;continuous
nikuradse_2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170510038866444;test;0.576884821666667;3;160;326;1;1;254;continuous
579_fri_c0_250_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476325364285257;train;2.09022161833333;20;260;560;5;5;175;continuous
579_fri_c0_250_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506618230997026;test;2.09022161833333;20;260;560;5;5;175;continuous
churn;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851832164337978;train;3.46747460666667;5;15;156;7;15;3500;binomial
churn;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855353611451172;test;3.46747460666667;5;15;156;7;15;3500;binomial
cleve;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932189832918592;train;0.623040615;3;160;326;13;13;213;binomial
cleve;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895470383275261;test;0.623040615;3;160;326;13;13;213;binomial
analcatdata_happiness;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833577533577534;train;0.116923854983333;3;3;24;2;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.615873015873016;test;0.116923854983333;3;3;24;2;3;42;multinomial
magic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851877148556452;train;1.42229675666667;13;36;570;7;9;13314;binomial
magic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843119342169903;test;1.42229675666667;13;36;570;7;9;13314;binomial
631_fri_c1_500_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790560847493282;train;2.11250599166667;20;260;560;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883308443136082;test;2.11250599166667;20;260;560;5;5;350;continuous
hungarian;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90094537815126;train;0.606416748333333;9;48;418;3;12;206;binomial
hungarian;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897702991452992;test;0.606416748333333;9;48;418;3;12;206;binomial
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800262487028009;train;0.175523491666667;3;85;176;6;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875060681542584;test;0.175523491666667;3;85;176;6;25;700;continuous
heart_c;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912812333864965;train;1.34600265;8;13;206;7;13;213;binomial
heart_c;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959778783308195;test;1.34600265;8;13;206;7;13;213;binomial
schizo;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.687965377372157;train;1.48305417831667;6;13;158;3;13;238;multinomial
schizo;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.612859140605136;test;1.48305417831667;6;13;158;3;13;238;multinomial
210_cloud;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.195942457076882;train;0.425584991666667;10;25;450;4;5;76;continuous
210_cloud;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.296361940896836;test;0.425584991666667;10;25;450;4;5;76;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.419972006727045;train;0.545112758333333;6;150;312;53;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461359234348779;test;0.545112758333333;6;150;312;53;72;742;continuous
588_fri_c4_1000_100;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217235856345728;train;4.81465023666667;5;200;410;5;100;700;continuous
588_fri_c4_1000_100;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300494806504342;test;4.81465023666667;5;200;410;5;100;700;continuous
611_fri_c3_100_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318829331897049;train;1.58094304;8;260;536;4;4;70;continuous
611_fri_c3_100_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.68133495394957;test;1.58094304;8;260;536;4;4;70;continuous
606_fri_c2_1000_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.779004991089682;train;0.904943111666667;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799504611273834;test;0.904943111666667;3;160;326;5;10;700;continuous
643_fri_c2_500_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.909452954087869;train;1.92269467;8;260;536;11;25;350;continuous
643_fri_c2_500_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.928808319278026;test;1.92269467;8;260;536;11;25;350;continuous
prnn_crabs;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.684047718333333;3;160;326;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970982142857143;test;0.684047718333333;3;160;326;4;4;140;binomial
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243632408859293;train;1.33377802833333;3;160;326;10;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330766839233474;test;1.33377802833333;3;160;326;10;50;700;continuous
hepatitis;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928030303030303;train;0.848119403333333;5;200;410;14;18;109;binomial
hepatitis;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724675324675325;test;0.848119403333333;5;200;410;14;18;109;binomial
590_fri_c0_1000_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487015868006902;train;0.433752223333333;5;130;270;17;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483088369297488;test;0.433752223333333;5;130;270;17;50;700;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799756557127278;train;0.174559971666667;3;90;186;7;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849398905275755;test;0.174559971666667;3;90;186;7;25;350;continuous
cars;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839593393638486;train;0.142601246666667;10;6;128;2;6;275;multinomial
cars;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817940685045948;test;0.142601246666667;10;6;128;2;6;275;multinomial
207_autoPrice;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124191034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332470987744009;train;0.161130405;3;52;186;3;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124191034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257090872709869;test;0.161130405;3;52;186;3;11;112;continuous
spambase;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989373715386234;train;2.95468671166667;5;200;410;54;54;3221;binomial
spambase;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971335022404257;test;2.95468671166667;5;200;410;54;54;3221;binomial
breast_cancer_wisconsin;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99514091350826;train;0.191477086666667;3;69;166;11;22;399;binomial
breast_cancer_wisconsin;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99032967032967;test;0.191477086666667;3;69;166;11;22;399;binomial
auto;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927905617779288;train;3.60597721166667;7;20;282;20;20;142;multinomial
auto;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860291316526611;test;3.60597721166667;7;20;282;20;20;142;multinomial
611_fri_c3_100_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124181901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757851985234203;train;0.413571966666667;6;8;108;3;4;70;continuous
611_fri_c3_100_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124181901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.05614812609001;test;0.413571966666667;6;8;108;3;4;70;continuous
344_mv;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0199944333361801;train;23.1628088216667;10;236;492;6;10;28538;continuous
344_mv;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0222300100615204;test;23.1628088216667;10;236;492;6;10;28538;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818326076120697;train;0.122172368333333;3;25;156;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862219595332523;test;0.122172368333333;3;25;156;5;5;350;continuous
608_fri_c3_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125143612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835695927262999;train;0.29504626835;3;20;132;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125143612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863556696879869;test;0.29504626835;3;20;132;5;10;700;continuous
294_satellite_image;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455227419643094;train;0.199812543333333;3;85;176;20;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478886226740441;test;0.199812543333333;3;85;176;20;25;4505;continuous
529_pollen;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429078344076068;train;1.98729694166667;3;160;326;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.495718319584264;test;1.98729694166667;3;160;326;4;4;2694;continuous
207_autoPrice;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.389322331363296;train;1.43247793666667;8;260;536;6;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.372794456375365;test;1.43247793666667;8;260;536;6;11;112;continuous
597_fri_c2_500_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125161144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88166322304638;train;1.67477960166667;5;200;410;3;5;350;continuous
597_fri_c2_500_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125161144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.911770380521;test;1.67477960166667;5;200;410;3;5;350;continuous
allhyper;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995639624147884;train;0.962249355016667;11;25;428;22;25;2640;multinomial
allhyper;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953416673559986;test;0.962249355016667;11;25;428;22;25;2640;multinomial
heart_statlog;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941009320300068;train;1.99543856333333;10;13;262;11;13;189;binomial
heart_statlog;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886977886977887;test;1.99543856333333;10;13;262;11;13;189;binomial
iris;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993137254901961;train;0.711161678333333;3;160;326;1;3;105;multinomial
iris;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992361111111111;test;0.711161678333333;3;160;326;1;3;105;multinomial
analcatdata_happiness;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.713492063492064;train;0.03118653;3;3;24;1;3;42;multinomial
analcatdata_happiness;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792857142857143;test;0.03118653;3;3;24;1;3;42;multinomial
556_analcatdata_apnea2;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.289630032664659;train;1.40484109666667;6;220;452;2;3;333;continuous
556_analcatdata_apnea2;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.214756995493854;test;1.40484109666667;6;220;452;2;3;333;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.694656561403573;train;1.21038950833333;5;200;410;2;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446145433772909;test;1.21038950833333;5;200;410;2;5;44;continuous
Hill_Valley_without_noise;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.530971874129769;train;0.040122985;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.456421595725078;test;0.040122985;3;4;32;1;1;849;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997092710240121;train;1.38215919335;3;22;134;22;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992482311320755;test;1.38215919335;3;22;134;22;22;399;binomial
dis;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776032503979224;train;2.63670775833333;11;266;554;14;25;2641;binomial
dis;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798629728924635;test;2.63670775833333;11;266;554;14;25;2641;binomial
218_house_8L;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378139624813827;train;11.5239740833333;3;160;326;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390902146157848;test;11.5239740833333;3;160;326;8;8;15949;continuous
1199_BNG_echoMonths;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.715611224881988;train;0.176517593333333;3;45;166;7;9;12248;continuous
1199_BNG_echoMonths;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.708252111956757;test;0.176517593333333;3;45;166;7;9;12248;continuous
663_rabe_266;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.107566396930203;train;0.052638765;3;4;32;2;2;84;continuous
663_rabe_266;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.121563848762392;test;0.052638765;3;4;32;2;2;84;continuous
503_wind;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307403315674759;train;10.7404672916667;7;240;494;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446348849449209;test;10.7404672916667;7;240;494;13;14;4602;continuous
519_vinnie;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457016820704182;train;0.97512694;3;160;326;2;2;266;continuous
519_vinnie;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.596238628427489;test;0.97512694;3;160;326;2;2;266;continuous
analcatdata_creditscore;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995192307692308;train;0.235808118333333;3;112;230;4;6;70;binomial
analcatdata_creditscore;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.235808118333333;3;112;230;4;6;70;binomial
texture;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999726874574149;train;8.87611174833333;11;320;662;12;12;3850;multinomial
texture;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997905873554371;test;8.87611174833333;11;320;662;12;12;3850;multinomial
228_elusage;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.374616623518717;train;0.06637165;6;5;70;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46458759831193;test;0.06637165;6;5;70;1;1;39;continuous
analcatdata_aids;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881578947368421;train;3.18572059833333;20;450;940;2;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.657407407407407;test;3.18572059833333;20;450;940;2;3;35;binomial
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125094005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227170840639976;train;1.77185008333333;5;200;410;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125094005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337079765572221;test;1.77185008333333;5;200;410;5;25;700;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124183931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.609611065200336;train;8.35866245833333;7;45;332;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124183931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607660527053047;test;8.35866245833333;7;45;332;9;9;21773;continuous
allrep;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974192918192918;train;4.44999762833333;18;375;786;5;24;2641;multinomial
allrep;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954385647701704;test;4.44999762833333;18;375;786;5;24;2641;multinomial
haberman;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712790430181735;train;0.119993385;3;3;24;1;3;215;binomial
haberman;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679108796296296;test;0.119993385;3;3;24;1;3;215;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125102645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995518842457618;train;0.185421036666667;3;72;166;11;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125102645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992234432234432;test;0.185421036666667;3;72;166;11;21;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125105621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994912242920211;train;0.604952436666667;3;160;326;10;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125105621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991450471698113;test;0.604952436666667;3;160;326;10;22;399;binomial
breast_w;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989382292761157;train;0.928525023333333;3;160;326;5;8;490;binomial
breast_w;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990470397404704;test;0.928525023333333;3;160;326;5;8;490;binomial
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125151056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814875154788705;train;1.49778113;7;50;314;4;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125151056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797022851571411;test;1.49778113;7;50;314;4;25;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328022742649431;train;2.886279385;13;307;642;27;50;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475289269842578;test;2.886279385;13;307;642;27;50;700;continuous
647_fri_c1_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875987757145153;train;1.37119992;7;20;290;8;10;175;continuous
647_fri_c1_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785670936020627;test;1.37119992;7;20;290;8;10;175;continuous
207_autoPrice;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508591305576237;train;1.41347868331667;8;260;536;9;9;112;continuous
207_autoPrice;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506335094020593;test;1.41347868331667;8;260;536;9;9;112;continuous
heart_statlog;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962160930020515;train;1.11982761166667;7;240;494;9;13;189;binomial
heart_statlog;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837821297429621;test;1.11982761166667;7;240;494;9;13;189;binomial
adult;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906000996812524;train;10.5176295866667;9;232;482;9;12;34190;binomial
adult;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900582475766422;test;10.5176295866667;9;232;482;9;12;34190;binomial
analcatdata_germangss;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.739270568493131;train;0.695756605;3;160;326;1;5;280;multinomial
analcatdata_germangss;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.721955409356725;test;0.695756605;3;160;326;1;5;280;multinomial
574_house_16H;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479987668692006;train;7.72569262166667;10;30;412;15;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487525234401705;test;7.72569262166667;10;30;412;15;15;15949;continuous
satimage;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979029672148732;train;0.733078093333333;5;27;200;27;27;4505;multinomial
satimage;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97694395109524;test;0.733078093333333;5;27;200;27;27;4505;multinomial
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245146123124686;train;0.68699566;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508585394742816;test;0.68699566;3;160;326;0;3;333;continuous
1089_USCrime;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327983485431298;train;0.56949794;3;160;326;1;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.514254307412394;test;0.56949794;3;160;326;1;3;33;continuous
allhypo;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848154642857143;train;1.728674325;20;25;798;22;25;2639;multinomial
allhypo;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837313047740702;test;1.728674325;20;25;798;22;25;2639;multinomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.277691025;7;240;494;5;5;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857142857142857;test;1.277691025;7;240;494;5;5;37;binomial
712_chscase_geyser1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379224528388625;train;0.52455164;3;160;326;2;2;156;continuous
712_chscase_geyser1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.547456932726874;test;0.52455164;3;160;326;2;2;156;continuous
527_analcatdata_election2000;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.138986691924407;train;0.06793571;3;10;80;1;2;47;continuous
527_analcatdata_election2000;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0511993201918595;test;0.06793571;3;10;80;1;2;47;continuous
1089_USCrime;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.388510559461547;train;0.322106068333333;7;8;124;4;4;33;continuous
1089_USCrime;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526915923499737;test;0.322106068333333;7;8;124;4;4;33;continuous
646_fri_c3_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78431077573958;train;1.51849472333333;8;20;330;5;10;350;continuous
646_fri_c3_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842431318767116;test;1.51849472333333;8;20;330;5;10;350;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849042115999416;train;2.11481863333333;6;220;452;8;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835534434423368;test;2.11481863333333;6;220;452;8;10;700;continuous
analcatdata_lawsuit;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.110821181666667;3;4;30;2;4;185;binomial
analcatdata_lawsuit;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986486486486486;test;0.110821181666667;3;4;30;2;4;185;binomial
195_auto_price;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.376499927396429;train;0.144690435;3;49;176;2;10;112;continuous
195_auto_price;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445102607946389;test;0.144690435;3;49;176;2;10;112;continuous
647_fri_c1_250_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21799346832809;train;2.37867854666667;13;344;714;9;10;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389266677157445;test;2.37867854666667;13;344;714;9;10;175;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829156800091711;train;0.971624626666667;20;235;548;13;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852201943369002;test;0.971624626666667;20;235;548;13;50;700;continuous
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648_fri_c1_250_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.738641365655015;train;0.547504523333333;10;182;384;7;50;175;continuous
648_fri_c1_250_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840226413369129;test;0.547504523333333;10;182;384;7;50;175;continuous
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604_fri_c4_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847230424974923;train;0.604364391666667;3;20;134;5;10;350;continuous
604_fri_c4_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800390119658596;test;0.604364391666667;3;20;134;5;10;350;continuous
analcatdata_boxing1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638521634615385;train;0.051941085;3;3;24;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.588461538461539;test;0.051941085;3;3;24;1;3;84;binomial
192_vineyard;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125101615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.644013383216625;train;0.150569053333333;5;4;48;2;2;37;continuous
192_vineyard;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125101615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608165625716303;test;0.150569053333333;5;4;48;2;2;37;continuous
texture;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124190938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999203980053337;train;4.49591875;3;160;326;13;13;3850;multinomial
texture;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124190938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999359338844519;test;4.49591875;3;160;326;13;13;3850;multinomial
595_fri_c0_1000_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496486364763415;train;1.83518461833333;8;20;332;10;10;700;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487963576982793;test;1.83518461833333;8;20;332;10;10;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227822257364223;train;1.15435081666667;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317381749025314;test;1.15435081666667;3;160;326;5;25;700;continuous
596_fri_c2_250_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2288178416514;train;2.06187253333333;12;340;704;3;5;175;continuous
596_fri_c2_250_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.544220456710216;test;2.06187253333333;12;340;704;3;5;175;continuous
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analcatdata_lawsuit;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126103942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994186046511628;train;0.511796996666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126103942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.511796996666667;3;160;326;2;4;185;binomial
601_fri_c1_250_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125202022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814143945245383;train;0.12336948;3;25;156;5;5;175;continuous
601_fri_c1_250_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125202022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750723037287618;test;0.12336948;3;25;156;5;5;175;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496057679042753;train;0.143496001666667;3;50;166;8;10;700;continuous
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653_fri_c0_250_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.428386721934451;train;0.922913908333333;3;49;150;16;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485550541939516;test;0.922913908333333;3;49;150;16;25;175;continuous
letter;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981917874831133;train;8.87909395833333;13;16;368;16;16;14000;multinomial
letter;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980405961967729;test;8.87909395833333;13;16;368;16;16;14000;multinomial
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30827613890607;train;1.57469178833333;3;160;326;10;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416576921997864;test;1.57469178833333;3;160;326;10;50;700;continuous
credit_g;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910029384472626;train;1.48004359166667;5;200;410;7;20;700;binomial
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1030_ERA;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.758836876485199;train;1.049272345;6;204;420;4;4;700;continuous
1030_ERA;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.760218953608947;test;1.049272345;6;204;420;4;4;700;continuous
597_fri_c2_500_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807626117611752;train;0.100376538333333;3;25;156;5;5;350;continuous
597_fri_c2_500_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.879081577011818;test;0.100376538333333;3;25;156;5;5;350;continuous
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tae;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125152020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730483058608059;train;0.984973475;5;200;410;5;5;106;multinomial
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623_fri_c4_1000_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125103814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224139319573164;train;0.782898086666667;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125103814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310791903703577;test;0.782898086666667;3;160;326;5;10;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826823167390945;train;0.775644365;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869292438675729;test;0.775644365;3;160;326;5;25;700;continuous
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228_elusage;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.406500552480581;train;0.569028056666667;3;160;326;1;1;39;continuous
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allhyper;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126094302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976442557897476;test;20.024632605;3;25;128;25;25;2640;multinomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.530971874129769;train;0.0370162383333333;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.456421595725078;test;0.0370162383333333;3;4;32;1;1;849;binomial
shuttle;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949680522792986;train;2.54182348833333;8;9;150;9;9;40600;multinomial
shuttle;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933359208710387;test;2.54182348833333;8;9;150;9;9;40600;multinomial
1193_BNG_lowbwt;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124183931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.614747957722612;train;4.54548867;5;200;410;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124183931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611961139919751;test;4.54548867;5;200;410;9;9;21773;continuous
590_fri_c0_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495378929447687;train;1.98645563;6;100;276;11;50;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499270224935103;test;1.98645563;6;100;276;11;50;700;continuous
Hill_Valley_without_noise;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124190923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.676761347813979;train;1.55666168166667;7;240;494;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124190923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.503531724095572;test;1.55666168166667;7;240;494;1;1;849;binomial
saheart;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817815500685871;train;0.538981521666667;10;36;426;9;9;324;binomial
saheart;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746869409660107;test;0.538981521666667;10;36;426;9;9;324;binomial
cleveland;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924973611111111;train;2.880814875;15;400;830;12;13;213;multinomial
cleveland;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.655062582345191;test;2.880814875;15;400;830;12;13;213;multinomial
218_house_8L;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124154539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505365711804058;train;4.64554752331667;8;16;250;7;8;15949;continuous
218_house_8L;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124154539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503475661774387;test;4.64554752331667;8;16;250;7;8;15949;continuous
bupa;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.690710382513661;train;2.22300793666667;11;320;662;5;5;242;binomial
bupa;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.650793650793651;test;2.22300793666667;11;320;662;5;5;242;binomial
601_fri_c1_250_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82568896646356;train;0.842283448333333;3;160;326;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886100097480647;test;0.842283448333333;3;160;326;5;5;175;continuous
heart_h;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952078705172961;train;1.253384995;7;240;494;9;12;206;binomial
heart_h;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906730259671436;test;1.253384995;7;240;494;9;12;206;binomial
tokyo1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124190833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958613551547193;train;1.023348805;3;23;130;10;23;672;binomial
tokyo1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124190833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975218284540319;test;1.023348805;3;23;130;10;23;672;binomial
663_rabe_266;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.149135455328003;train;0.0485186816666667;3;4;32;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.12402759630923;test;0.0485186816666667;3;4;32;2;2;84;continuous
tae;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.709111721611722;train;0.880830838333333;3;160;326;4;4;106;multinomial
tae;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.655392156862745;test;0.880830838333333;3;160;326;4;4;106;multinomial
appendicitis;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909250585480094;train;0.556262936666667;3;160;326;4;4;75;binomial
appendicitis;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892857142857143;test;0.556262936666667;3;160;326;4;4;75;binomial
602_fri_c3_250_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794313695776786;train;0.439406605;3;18;122;5;9;175;continuous
602_fri_c3_250_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.903939768259133;test;0.439406605;3;18;122;5;9;175;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478346665377838;train;0.158103888333333;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.497185413041598;test;0.158103888333333;3;10;72;5;5;700;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800213640063872;train;1.51832860166667;6;220;452;5;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837643480439683;test;1.51832860166667;6;220;452;5;5;70;continuous
heart_c;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911217437533227;train;0.747083041666667;3;160;326;12;13;213;binomial
heart_c;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955756661639015;test;0.747083041666667;3;160;326;12;13;213;binomial
650_fri_c0_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354071408114639;train;2.49459990666667;8;260;536;25;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.518580391367706;test;2.49459990666667;8;260;536;25;50;350;continuous
waveform_21;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967463810017936;train;7.203046005;3;21;116;21;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965958681991969;test;7.203046005;3;21;116;21;21;3500;multinomial
movement_libras;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999816452896948;train;1.36035171166667;3;160;326;22;22;252;multinomial
movement_libras;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962610949141561;test;1.36035171166667;3;160;326;22;22;252;multinomial
hungarian;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914971309337506;train;2.83569062;14;12;330;3;12;206;binomial
hungarian;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857951482479784;test;2.83569062;14;12;330;3;12;206;binomial
prnn_crabs;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.795691268333333;5;184;378;3;3;140;binomial
prnn_crabs;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988839285714286;test;0.795691268333333;5;184;378;3;3;140;binomial
519_vinnie;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481475377197934;train;0.215693086666667;6;4;56;1;2;266;continuous
519_vinnie;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457567652904761;test;0.215693086666667;6;4;56;1;2;266;continuous
505_tecator;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0462970837465198;train;1.612265035;8;260;536;8;19;168;continuous
505_tecator;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0712342009781951;test;1.612265035;8;260;536;8;19;168;continuous
609_fri_c0_1000_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.244145472288307;train;2.62285575333333;19;384;806;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425465714508931;test;2.62285575333333;19;384;806;5;5;700;continuous
1191_BNG_pbc;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807417606009397;train;35.0316181916667;1;120;242;8;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806734936032512;test;35.0316181916667;1;120;242;8;18;700000;continuous
twonorm;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997667632312111;train;0.268094735;3;59;166;20;20;5180;binomial
twonorm;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998726920357014;test;0.268094735;3;59;166;20;20;5180;binomial
690_visualizing_galaxy;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316858948080354;train;0.198399898333333;6;20;232;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.299579365183641;test;0.198399898333333;6;20;232;4;4;227;continuous
analcatdata_happiness;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.713492063492064;train;0.0707368366666667;7;3;48;1;3;42;multinomial
analcatdata_happiness;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792857142857143;test;0.0707368366666667;7;3;48;1;3;42;multinomial
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542_pollution;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603855848437522;train;1.16182578666667;12;20;434;8;10;42;continuous
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1196_BNG_pharynx;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656930129097894;train;2.33594905333333;3;50;166;10;10;700000;continuous
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ecoli;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971524867724868;train;0.0657257116666667;5;5;56;4;5;229;multinomial
ecoli;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952715884333531;test;0.0657257116666667;5;5;56;4;5;229;multinomial
503_wind;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45413424788714;train;1.3896249;3;160;326;14;14;4602;continuous
503_wind;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454043399019346;test;1.3896249;3;160;326;14;14;4602;continuous
texture;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126115026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999802029635342;train;4.984785205;3;160;326;15;15;3850;multinomial
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522_pm10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840307028500467;train;0.736579466683333;8;14;220;7;7;350;continuous
522_pm10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871884587685795;test;0.736579466683333;8;14;220;7;7;350;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219066716260671;train;3.82420650333333;17;355;744;7;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309806710181153;test;3.82420650333333;17;355;744;7;25;700;continuous
ann_thyroid;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993076055978435;train;0.767218341666667;8;21;312;7;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991575310762559;test;0.767218341666667;8;21;312;7;21;5040;multinomial
581_fri_c3_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161266540846943;train;4.00582002833333;17;392;818;5;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303994993889363;test;4.00582002833333;17;392;818;5;25;350;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84100420392505;train;1.09062693833333;6;20;250;4;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837733973398199;test;1.09062693833333;6;20;250;4;10;700;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32171662750209;train;1.03619542833333;3;160;326;23;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.510999604399932;test;1.03619542833333;3;160;326;23;50;350;continuous
bupa;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.69207650273224;train;0.701480238333333;15;20;522;5;5;242;binomial
bupa;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708994708994709;test;0.701480238333333;15;20;522;5;5;242;binomial
nikuradse_2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827468846486993;train;0.697385303333333;3;160;326;1;1;254;continuous
nikuradse_2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786411584922227;test;0.697385303333333;3;160;326;1;1;254;continuous
631_fri_c1_500_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.172155538277022;train;2.13631878333333;12;303;630;4;5;350;continuous
631_fri_c1_500_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365327952420269;test;2.13631878333333;12;303;630;4;5;350;continuous
profb;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.708709103409229;train;3.32239762;18;460;956;4;9;471;binomial
profb;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.627216610549944;test;3.32239762;18;460;956;4;9;471;binomial
auto;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975347901092582;train;0.774730181666667;12;22;482;14;22;142;multinomial
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backache;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731786292498651;train;5.322196215;20;32;840;7;32;126;binomial
backache;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.671195652173913;test;5.322196215;20;32;840;7;32;126;binomial
344_mv;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125181328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0177682569169898;train;31.99963257335;4;180;368;6;10;28538;continuous
344_mv;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125181328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0188051179009063;test;31.99963257335;4;180;368;6;10;28538;continuous
623_fri_c4_1000_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124204118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826547546936976;train;0.788937256666667;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124204118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811251830087415;test;0.788937256666667;3;160;326;5;10;700;continuous
mfeat_karhunen;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.00881063666667;5;61;222;40;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984907850084843;test;1.00881063666667;5;61;222;40;64;1400;multinomial
712_chscase_geyser1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.502615368706621;train;0.637899931666667;3;160;326;2;2;156;continuous
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4544_GeographicalOriginalofMusic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455872753185556;train;1.90159744166667;5;112;234;29;70;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.441285248001897;test;1.90159744166667;5;112;234;29;70;742;continuous
iris;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997916666666667;train;0.07896587;3;3;24;3;3;105;multinomial
iris;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988888888888889;test;0.07896587;3;3;24;3;3;105;multinomial
clean2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999765680954725;train;4.52563782166667;5;200;410;2;102;4619;binomial
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606_fri_c2_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802228707736298;train;0.248370815;5;50;250;8;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799977254421449;test;0.248370815;5;50;250;8;10;700;continuous
589_fri_c2_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796566228396127;train;0.161171786666667;3;85;176;8;25;700;continuous
589_fri_c2_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8525269271195;test;0.161171786666667;3;85;176;8;25;700;continuous
breast_cancer_wisconsin;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125150904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999919241951114;train;1.39267440833333;5;200;410;12;22;399;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125150904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981721698113208;test;1.39267440833333;5;200;410;12;22;399;binomial
590_fri_c0_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484173069409418;train;1.43772529;6;215;442;20;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486204433415079;test;1.43772529;6;215;442;20;50;700;continuous
prnn_crabs;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997948717948718;train;0.186266646683333;6;4;54;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998857142857143;test;0.186266646683333;6;4;54;4;4;140;binomial
591_fri_c1_100_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.776115728615298;train;0.337989845;7;50;344;5;10;70;continuous
591_fri_c1_100_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.906107570346689;test;0.337989845;7;50;344;5;10;70;continuous
nikuradse_2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.113239361918152;train;0.562457961666667;3;160;326;1;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156661259129778;test;0.562457961666667;3;160;326;1;1;254;continuous
saheart;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801539421676722;train;0.322396726666667;7;36;324;9;9;324;binomial
saheart;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.766547192353644;test;0.322396726666667;7;36;324;9;9;324;binomial
695_chatfield_4;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332310457881976;train;0.582653176666667;3;160;326;5;9;165;continuous
695_chatfield_4;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.431688266012028;test;0.582653176666667;3;160;326;5;9;165;continuous
waveform_40;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969312161394969;train;0.435440735;5;40;220;21;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971991551717693;test;0.435440735;5;40;220;21;40;3500;multinomial
twonorm;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999245080500894;train;5.92468881333333;3;160;326;20;20;5180;binomial
twonorm;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997503350104825;test;5.92468881333333;3;160;326;20;20;5180;binomial
601_fri_c1_250_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.761044921189696;train;0.107501373333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861388108586552;test;0.107501373333333;3;25;156;5;5;175;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865317460713429;train;1.39574628333333;7;20;292;10;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820883638255979;test;1.39574628333333;7;20;292;10;10;350;continuous
titanic;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.787002863690644;train;0.80769558;6;7;90;2;7;1545;binomial
titanic;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780018510900864;test;0.80769558;6;7;90;2;7;1545;binomial
1089_USCrime;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124161842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48314103913586;train;0.915274516666667;5;200;410;1;3;33;continuous
1089_USCrime;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124161842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.382994618634689;test;0.915274516666667;5;200;410;1;3;33;continuous
satimage;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979913074983802;train;37.3824188383333;4;25;150;25;25;4505;multinomial
satimage;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979280961027259;test;37.3824188383333;4;25;150;25;25;4505;multinomial
522_pm10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125185542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594275190056741;train;1.27386359833333;5;200;410;7;7;350;continuous
522_pm10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125185542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.741552729948421;test;1.27386359833333;5;200;410;7;7;350;continuous
allhypo;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825973448161648;train;2.74815048333333;5;200;410;10;25;2639;multinomial
allhypo;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855028228549837;test;2.74815048333333;5;200;410;10;25;2639;multinomial
633_fri_c0_500_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126105853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489848526009897;train;0.201664675;3;90;186;25;25;350;continuous
633_fri_c0_500_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126105853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525709131722845;test;0.201664675;3;90;186;25;25;350;continuous
coil2000;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.762441859782023;train;10.1052745683333;6;214;440;10;59;6876;binomial
coil2000;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732573074292928;test;10.1052745683333;6;214;440;10;59;6876;binomial
lupus;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900871459694989;train;0.570380451666667;3;160;326;1;2;61;binomial
lupus;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711805555555556;test;0.570380451666667;3;160;326;1;2;61;binomial
cleve;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929434767152506;train;1.681184305;20;330;700;12;13;213;binomial
cleve;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893479342956695;test;1.681184305;20;330;700;12;13;213;binomial
547_no2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.643930933614543;train;0.158999963333333;3;35;162;7;7;350;continuous
547_no2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616560198961816;test;0.158999963333333;3;35;162;7;7;350;continuous
678_visualizing_environmental;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767232330183427;train;0.207321455;5;6;72;3;3;78;continuous
678_visualizing_environmental;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.604681486132117;test;0.207321455;5;6;72;3;3;78;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828543916357582;train;0.329226933333333;5;130;270;15;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.896467303016407;test;0.329226933333333;5;130;270;15;50;350;continuous
heart_c;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917419812156654;train;0.182530923333333;3;52;166;10;13;213;binomial
heart_c;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914027149321267;test;0.182530923333333;3;52;166;10;13;213;binomial
prnn_synth;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125142205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96;train;1.03461508666667;5;200;410;2;2;175;binomial
prnn_synth;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125142205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925357142857143;test;1.03461508666667;5;200;410;2;2;175;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999552772808587;train;0.641667555;3;160;326;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990867579908676;test;0.641667555;3;160;326;2;4;185;binomial
cars;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848192858045075;train;0.840863985;5;6;66;3;6;275;multinomial
cars;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799366700528055;test;0.840863985;5;6;66;3;6;275;multinomial
601_fri_c1_250_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195800259060965;train;1.89417332166667;12;340;704;4;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375927242183443;test;1.89417332166667;12;340;704;4;5;175;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.139731863577488;train;5.10101849;17;349;732;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27311636340113;test;5.10101849;17;349;732;5;5;700;continuous
626_fri_c2_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815370356606606;train;0.784654836666667;3;160;326;5;50;350;continuous
626_fri_c2_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844168502837637;test;0.784654836666667;3;160;326;5;50;350;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220258440281492;train;1.47798207501667;8;260;536;5;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429812828340459;test;1.47798207501667;8;260;536;5;5;175;continuous
Hill_Valley_with_noise;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.559370803227561;train;1.45808335166667;9;280;578;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.517046144505161;test;1.45808335166667;9;280;578;1;1;849;binomial
611_fri_c3_100_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836366474862528;train;0.316389363333333;9;20;384;3;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.738395544705996;test;0.316389363333333;9;20;384;3;4;70;continuous
663_rabe_266;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0951641689966069;train;2.2874596;13;328;682;2;2;84;continuous
663_rabe_266;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.102591684734001;test;2.2874596;13;328;682;2;2;84;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299327906414437;train;2.50404649335;14;377;782;11;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527991999137858;test;2.50404649335;14;377;782;11;25;175;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475032260609408;train;0.357454125;8;50;376;7;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501369261159692;test;0.357454125;8;50;376;7;10;700;continuous
coil2000;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.703930623362705;train;6.43557515666667;5;200;410;3;59;6876;binomial
coil2000;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742832471605357;test;6.43557515666667;5;200;410;3;59;6876;binomial
634_fri_c2_100_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.649133635009642;train;1.61742122833333;6;220;452;9;9;70;continuous
634_fri_c2_100_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874552435582969;test;1.61742122833333;6;220;452;9;9;70;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792761111490945;train;0.893026606666667;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84011188928135;test;0.893026606666667;3;160;326;5;5;700;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.189047305864574;train;2.20804051;9;280;578;10;10;700;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345801741044812;test;2.20804051;9;280;578;10;10;700;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660602610144786;train;16.5135194516667;3;20;132;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662468394398406;test;16.5135194516667;3;20;132;10;10;700000;continuous
satimage;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991901445510329;train;3.93320018166667;3;160;326;25;25;4505;multinomial
satimage;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983246602276334;test;3.93320018166667;3;160;326;25;25;4505;multinomial
503_wind;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467258795780881;train;2.09442318666667;5;28;228;13;14;4602;continuous
503_wind;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466891635900723;test;2.09442318666667;5;28;228;13;14;4602;continuous
optdigits;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999701641790423;train;43.2303400883333;3;53;138;60;61;3934;multinomial
optdigits;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998833939085612;test;43.2303400883333;3;53;138;60;61;3934;multinomial
heart_c;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906422836752899;train;1.05884708833333;12;13;276;3;13;213;binomial
heart_c;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.806531420089065;test;1.05884708833333;12;13;276;3;13;213;binomial
dermatology;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.544828738333333;8;25;308;19;25;257;multinomial
dermatology;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942708385624262;test;0.544828738333333;8;25;308;19;25;257;multinomial
shuttle;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948454040500143;train;2.74995947166667;16;8;256;4;8;40600;multinomial
shuttle;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932482236446885;test;2.74995947166667;16;8;256;4;8;40600;multinomial
analcatdata_happiness;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817460317460317;train;0.0312056466666667;3;3;24;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.534722222222222;test;0.0312056466666667;3;3;24;1;3;42;multinomial
lupus;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124175636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.873310810810811;train;1.167537625;6;220;452;2;2;61;binomial
lupus;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124175636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.793939393939394;test;1.167537625;6;220;452;2;2;61;binomial
622_fri_c2_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803982913842462;train;0.614934241666667;3;160;326;10;50;700;continuous
622_fri_c2_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862196412722021;test;0.614934241666667;3;160;326;10;50;700;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.739253776528765;train;0.160119765;3;50;176;6;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.02352248546156;test;0.160119765;3;50;176;6;10;70;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279384873564629;train;0.894351905;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345611052634259;test;0.894351905;3;160;326;5;25;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811485168157657;train;0.30710970835;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812329397033774;test;0.30710970835;3;10;72;5;5;700;continuous
pima;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833541137535596;train;0.759903588333333;6;8;104;5;8;538;binomial
pima;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820770791075051;test;0.759903588333333;6;8;104;5;8;538;binomial
waveform_21;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96751741603515;train;0.210090165;3;21;120;17;21;3500;multinomial
waveform_21;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965583314820485;test;0.210090165;3;21;120;17;21;3500;multinomial
633_fri_c0_500_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490333484535532;train;0.197445336666667;3;90;186;22;25;350;continuous
633_fri_c0_500_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523003458160166;test;0.197445336666667;3;90;186;22;25;350;continuous
australian;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124191958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958800878171174;train;0.739557668333333;3;160;326;13;13;483;binomial
australian;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124191958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920795795795796;test;0.739557668333333;3;160;326;13;13;483;binomial
breast;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991411579167379;train;0.630469309983333;3;160;326;10;10;490;binomial
breast;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991933935087382;test;0.630469309983333;3;160;326;10;10;490;binomial
624_fri_c0_100_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297154319746124;train;0.605313131666667;3;160;326;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.573123664664529;test;0.605313131666667;3;160;326;5;5;70;continuous
344_mv;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.39361447089806;train;0.817643305;11;50;502;10;10;28538;continuous
344_mv;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.3955936451685;test;0.817643305;11;50;502;10;10;28538;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798122243570886;train;1.83773405333333;9;280;578;3;25;700;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860122530089148;test;1.83773405333333;9;280;578;3;25;700;continuous
confidence;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919259259259259;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
634_fri_c2_100_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763940345749234;train;0.490560128316667;5;18;200;5;9;70;continuous
634_fri_c2_100_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78370071112786;test;0.490560128316667;5;18;200;5;9;70;continuous
653_fri_c0_250_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479236478170202;train;1.81616728666667;9;50;402;20;25;175;continuous
653_fri_c0_250_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457913930327324;test;1.81616728666667;9;50;402;20;25;175;continuous
641_fri_c1_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844883613970128;train;0.126868286666667;3;50;166;5;10;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859880818493118;test;0.126868286666667;3;50;166;5;10;350;continuous
iris;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994819994819995;train;0.635844073316667;3;160;326;2;3;105;multinomial
iris;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.635844073316667;3;160;326;2;3;105;multinomial
678_visualizing_environmental;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.766004664716367;train;0.132304523333333;5;15;142;3;3;78;continuous
678_visualizing_environmental;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604588576640795;test;0.132304523333333;5;15;142;3;3;78;continuous
calendarDOW;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8148113913282;train;2.34448673665;10;300;620;15;15;280;multinomial
calendarDOW;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75581897443889;test;2.34448673665;10;300;620;15;15;280;multinomial
hungarian;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894887845592071;train;0.528580161666667;3;160;326;3;12;206;binomial
hungarian;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923180592991914;test;0.528580161666667;3;160;326;3;12;206;binomial
648_fri_c1_250_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.641277042947118;train;0.40187169;5;130;270;38;50;175;continuous
648_fri_c1_250_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.964136619873125;test;0.40187169;5;130;270;38;50;175;continuous
cmc;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716346224039808;train;1.72548830166667;7;224;462;8;9;1032;multinomial
cmc;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71964586097406;test;1.72548830166667;7;224;462;8;9;1032;multinomial
penguins;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.693227071666667;3;160;326;7;7;241;multinomial
penguins;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.693227071666667;3;160;326;7;7;241;multinomial
622_fri_c2_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803046255128385;train;1.04960989501667;3;72;150;22;50;700;continuous
622_fri_c2_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824250005079757;test;1.04960989501667;3;72;150;22;50;700;continuous
207_autoPrice;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.409403421740379;train;0.687590348333333;3;160;326;8;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.382300278636058;test;0.687590348333333;3;160;326;8;11;112;continuous
titanic;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.806836363636364;train;0.63898227;3;7;50;7;7;1545;binomial
titanic;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820840470360757;test;0.63898227;3;7;50;7;7;1545;binomial
207_autoPrice;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.358248326874767;train;0.173335223333333;3;55;186;5;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529461442617482;test;0.173335223333333;3;55;186;5;11;112;continuous
satimage;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980571550356957;train;0.402282478333333;3;25;130;23;25;4505;multinomial
satimage;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979119298036702;test;0.402282478333333;3;25;130;23;25;4505;multinomial
collins;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997391403739288;train;12.08308580665;3;20;110;2;20;340;multinomial
collins;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998081990473295;test;12.08308580665;3;20;110;2;20;340;multinomial
magic;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866272055486593;train;3.13323728333333;5;200;410;9;9;13314;binomial
magic;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862772371871044;test;3.13323728333333;5;200;410;9;9;13314;binomial
mfeat_karhunen;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99923533589393;train;18.36982765;3;60;138;23;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994102572731492;test;18.36982765;3;60;138;23;64;1400;multinomial
crx;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913682349646433;train;0.748322025;3;160;326;4;13;483;binomial
crx;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890794392523364;test;0.748322025;3;160;326;4;13;483;binomial
analcatdata_germangss;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81898164455031;train;1.75803158666667;7;240;494;4;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.734482544745703;test;1.75803158666667;7;240;494;4;5;280;multinomial
pendigits;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997799432554326;train;14.253708575;8;228;472;15;16;7695;multinomial
pendigits;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996270804192838;test;14.253708575;8;228;472;15;16;7695;multinomial
wine_quality_red;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125105710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783443600351099;train;0.275198121666667;8;11;186;5;11;1120;multinomial
wine_quality_red;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125105710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802583121222635;test;0.275198121666667;8;11;186;5;11;1120;multinomial
663_rabe_266;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176562049121666;train;0.757686016666667;5;200;410;2;2;84;continuous
663_rabe_266;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.152976625600548;test;0.757686016666667;5;200;410;2;2;84;continuous
cmc;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.739631816766263;train;2.56579527333333;5;9;98;5;9;1032;multinomial
cmc;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712550929462694;test;2.56579527333333;5;9;98;5;9;1032;multinomial
657_fri_c2_250_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822332217068668;train;0.85681756;3;160;326;10;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.911742304266323;test;0.85681756;3;160;326;10;10;175;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4266043581173;train;1.544405565;5;200;410;48;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.542566781791965;test;1.544405565;5;200;410;48;50;350;continuous
651_fri_c0_100_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126103849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524352199137423;train;0.532084075;3;49;150;24;25;70;continuous
651_fri_c0_100_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126103849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.693174411782611;test;0.532084075;3;49;150;24;25;70;continuous
churn;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125103343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868194850086198;train;1.41443188;6;204;420;15;15;3500;binomial
churn;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125103343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85640088593577;test;1.41443188;6;204;420;15;15;3500;binomial
prnn_fglass;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94921391504901;train;0.18553067;7;9;134;6;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919319727891157;test;0.18553067;7;9;134;6;9;144;multinomial
624_fri_c0_100_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.678470898908142;train;2.41026305166667;10;268;556;4;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.645133483570704;test;2.41026305166667;10;268;556;4;5;70;continuous
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125131325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.637435601350151;train;0.796977876666667;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125131325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.486564853048336;test;0.796977876666667;3;160;326;1;1;849;binomial
344_mv;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144212969592447;train;5.20788113666667;7;224;462;7;10;28538;continuous
344_mv;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143567789913722;test;5.20788113666667;7;224;462;7;10;28538;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819047750285772;train;0.39303148;10;30;460;1;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.773769687827223;test;0.39303148;10;30;460;1;6;103;continuous
biomed;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956324110671937;train;0.600049138333333;11;32;490;6;8;147;binomial
biomed;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961904761904762;test;0.600049138333333;11;32;490;6;8;147;binomial
bupa;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898647263783562;train;3.56446517166667;20;500;1040;4;5;242;binomial
bupa;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.598398169336385;test;3.56446517166667;20;500;1040;4;5;242;binomial
fars;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126103432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879057180301518;train;16.0011815366667;5;21;206;9;21;70678;multinomial
fars;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126103432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872938694168159;test;16.0011815366667;5;21;206;9;21;70678;multinomial
glass;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912842544892967;train;0.196265343333333;8;9;154;4;9;144;multinomial
glass;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847824074074074;test;0.196265343333333;8;9;154;4;9;144;multinomial
Hill_Valley_without_noise;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52730199256258;train;0.0332597466666667;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.462968607131972;test;0.0332597466666667;3;4;32;1;1;849;binomial
637_fri_c1_500_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824450599660571;train;2.25294329333333;9;100;402;10;50;350;continuous
637_fri_c1_500_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889990085641222;test;2.25294329333333;9;100;402;10;50;350;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485287238038364;train;1.814278545;15;20;610;10;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.577347694613302;test;1.814278545;15;20;610;10;10;175;continuous
mfeat_factors;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998273122632237;train;2.84797993333333;3;160;326;20;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995975307307227;test;2.84797993333333;3;160;326;20;135;1400;multinomial
654_fri_c0_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49903004877479;train;0.522582731666667;9;50;418;10;10;350;continuous
654_fri_c0_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.573383265702751;test;0.522582731666667;9;50;418;10;10;350;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224219448259466;train;5.195423825;20;428;898;5;10;700;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367248453863027;test;5.195423825;20;428;898;5;10;700;continuous
vowel;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125193714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967204896032757;train;3.04142947666667;6;220;452;9;13;693;multinomial
vowel;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125193714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958333345237994;test;3.04142947666667;6;220;452;9;13;693;multinomial
1199_BNG_echoMonths;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.714791159296126;train;0.32944391;6;45;292;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.704007034297477;test;0.32944391;6;45;292;9;9;12248;continuous
irish;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860199103375527;train;0.690169578333333;3;160;326;4;4;350;binomial
irish;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893895348837209;test;0.690169578333333;3;160;326;4;4;350;binomial
allhypo;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967509506802721;train;7.99847642166667;20;423;886;3;25;2639;multinomial
allhypo;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92716818066463;test;7.99847642166667;20;423;886;3;25;2639;multinomial
labor;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125131118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.242445285;3;112;230;2;15;40;binomial
labor;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125131118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.666666666666667;test;0.242445285;3;112;230;2;15;40;binomial
iris;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995078995078995;train;0.0267052083333333;3;3;24;1;3;105;multinomial
iris;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998217468805704;test;0.0267052083333333;3;3;24;1;3;105;multinomial
616_fri_c4_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238870963936527;train;1.01552586665;3;160;326;10;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38887962959779;test;1.01552586665;3;160;326;10;50;350;continuous
coil2000;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708114115648479;train;5.401881345;20;171;880;2;59;6876;binomial
coil2000;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.696805226278911;test;5.401881345;20;171;880;2;59;6876;binomial
627_fri_c2_500_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125194816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82227137294308;train;1.76886884833333;8;20;328;8;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125194816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819955804109045;test;1.76886884833333;8;20;328;8;10;350;continuous
wdbc;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994870438921206;train;1.51695990333333;3;23;134;15;23;399;binomial
wdbc;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992547741034001;test;1.51695990333333;3;23;134;15;23;399;binomial
646_fri_c3_500_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784491846943555;train;0.60841274;12;45;544;5;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847767689497008;test;0.60841274;12;45;544;5;9;350;continuous
sleep;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899069164189195;train;32.2343952450167;0;100;200;13;13;74136;multinomial
sleep;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895804059673179;test;32.2343952450167;0;100;200;13;13;74136;multinomial
glass2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798850574712644;train;0.509143338333333;3;160;326;2;9;115;binomial
glass2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.607985480943739;test;0.509143338333333;3;160;326;2;9;115;binomial
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610653871851562;train;2.33695578166667;3;18;94;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60402572150279;test;2.33695578166667;3;18;94;9;9;21773;continuous
prnn_synth;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95359477124183;train;0.0859101433166667;3;2;16;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900714285714286;test;0.0859101433166667;3;2;16;2;2;175;binomial
analcatdata_boxing2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.711775878442545;train;0.529855091666667;3;160;326;3;3;93;binomial
analcatdata_boxing2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.552139037433155;test;0.529855091666667;3;160;326;3;3;93;binomial
wine_quality_white;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638203659440637;train;1.976667855;3;11;66;1;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594281285755319;test;1.976667855;3;11;66;1;11;3429;multinomial
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breast;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992011772125289;test;1.559259505;6;9;114;7;9;490;binomial
glass2;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.7681598062954;train;1.05047074166667;18;36;796;6;9;115;binomial
glass2;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.689285714285714;test;1.05047074166667;18;36;796;6;9;115;binomial
glass;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994665571856448;train;0.692738826683333;3;160;326;7;9;144;multinomial
glass;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937960317460318;test;0.692738826683333;3;160;326;7;9;144;multinomial
1096_FacultySalaries;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126103723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.413548666801887;train;0.141487906666667;5;4;48;2;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126103723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440227977889813;test;0.141487906666667;5;4;48;2;2;35;continuous
581_fri_c3_500_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827338009326868;train;0.31329679;5;122;270;6;25;350;continuous
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glass;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124213111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.797065299549772;test;0.175044905;6;9;114;4;9;144;multinomial
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643_fri_c2_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.885519959592472;train;1.15539522666667;5;200;410;7;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879001882211223;test;1.15539522666667;5;200;410;7;25;350;continuous
lupus;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864219114219114;train;0.06190238;3;8;64;1;2;61;binomial
lupus;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85207100591716;test;0.06190238;3;8;64;1;2;61;binomial
segmentation;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124200721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99735665556953;train;0.16791652;3;14;92;7;14;1617;multinomial
segmentation;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124200721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996718865275137;test;0.16791652;3;14;92;7;14;1617;multinomial
irish;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871085646547466;train;0.68102902;3;160;326;4;4;350;binomial
irish;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869549352307973;test;0.68102902;3;160;326;4;4;350;binomial
618_fri_c3_1000_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828503590324161;train;0.239091371666667;3;90;186;10;50;700;continuous
618_fri_c3_1000_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.893254583067835;test;0.239091371666667;3;90;186;10;50;700;continuous
analcatdata_cyyoung9302;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906666666666667;train;0.817862325;16;24;664;2;6;65;binomial
analcatdata_cyyoung9302;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934782608695652;test;0.817862325;16;24;664;2;6;65;binomial
iris;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999481999481999;train;0.0425261933333333;3;3;24;2;3;105;multinomial
iris;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993761140819964;test;0.0425261933333333;3;3;24;2;3;105;multinomial
heart_statlog;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951675404604513;train;2.157813955;11;320;662;7;13;189;binomial
heart_statlog;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850061199510404;test;2.157813955;11;320;662;7;13;189;binomial
1193_BNG_lowbwt;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608684180314676;train;8.139327775;9;18;260;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608834966136325;test;8.139327775;9;18;260;9;9;21773;continuous
waveform_21;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125110526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969328278151796;train;19.01732797;8;21;270;19;21;3500;multinomial
waveform_21;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125110526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967367401696287;test;19.01732797;8;21;270;19;21;3500;multinomial
656_fri_c1_100_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.727970992008132;train;1.39251747333333;6;220;452;5;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.906296109490739;test;1.39251747333333;6;220;452;5;5;70;continuous
heart_c;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925958965209634;train;1.34944355833333;8;260;536;13;13;213;binomial
heart_c;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84463137060861;test;1.34944355833333;8;260;536;13;13;213;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540665526736543;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.525053240036507;test;;-Inf;-Inf;;1;1;849;binomial
573_cpu_act;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190079231978049;train;8.165827995;3;160;326;10;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217072528513559;test;8.165827995;3;160;326;10;17;5735;continuous
clean2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.624231200345442;train;13.7994596116667;6;81;262;54;104;4619;binomial
clean2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.619160833840536;test;13.7994596116667;6;81;262;54;104;4619;binomial
503_wind;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472533662077185;train;2.43871200166667;20;260;560;9;14;4602;continuous
503_wind;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474029171855793;test;2.43871200166667;20;260;560;9;14;4602;continuous
ann_thyroid;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125120703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996734620178289;train;3.18388253166667;3;160;326;10;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125120703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993582921166368;test;3.18388253166667;3;160;326;10;21;5040;multinomial
649_fri_c0_500_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472039343361686;train;1.38499962666667;6;204;420;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446692660106178;test;1.38499962666667;6;204;420;5;5;350;continuous
nikuradse_2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.129291791357787;train;0.52494025;3;160;326;1;1;254;continuous
nikuradse_2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144099549622212;test;0.52494025;3;160;326;1;1;254;continuous
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207_autoPrice;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314476296948793;test;0.457252146666667;9;45;428;2;9;112;continuous
626_fri_c2_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840647612982722;train;1.30516907833333;6;220;452;19;50;350;continuous
626_fri_c2_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852063765204371;test;1.30516907833333;6;220;452;19;50;350;continuous
haberman;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.721532091097309;train;0.700036363333333;3;160;326;1;3;215;binomial
haberman;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.665509259259259;test;0.700036363333333;3;160;326;1;3;215;binomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.61598440545809;train;0.695655399983333;3;160;326;1;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.579365079365079;test;0.695655399983333;3;160;326;1;3;84;binomial
529_pollen;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4293509071508;train;1.41199593666667;5;184;378;4;4;2694;continuous
529_pollen;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446660887924736;test;1.41199593666667;5;184;378;4;4;2694;continuous
650_fri_c0_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468476511500481;train;0.952954628333333;3;72;150;18;50;350;continuous
650_fri_c0_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464122697537861;test;0.952954628333333;3;72;150;18;50;350;continuous
586_fri_c3_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125100913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245553287854258;train;2.11755557333333;9;280;578;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125100913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313476004520939;test;2.11755557333333;9;280;578;5;25;700;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.716196016808988;train;2.60060617;11;18;408;9;9;12248;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.700692991479608;test;2.60060617;11;18;408;9;9;12248;continuous
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601_fri_c1_250_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797249281956455;train;0.314513151666667;8;25;366;5;5;175;continuous
601_fri_c1_250_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793625115069328;test;0.314513151666667;8;25;366;5;5;175;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193028860303593;train;1.83067922833333;11;320;662;8;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34916477552054;test;1.83067922833333;11;320;662;8;9;350;continuous
634_fri_c2_100_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319153146965716;train;1.05978362333333;5;200;410;3;10;70;continuous
634_fri_c2_100_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485433752669752;test;1.05978362333333;5;200;410;3;10;70;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812239493672582;train;0.165474898333333;3;85;176;6;25;700;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812788250186696;test;0.165474898333333;3;85;176;6;25;700;continuous
schizo;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125145620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.684152852796921;train;3.316601975;13;13;328;4;13;238;multinomial
schizo;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125145620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618243071446733;test;3.316601975;13;13;328;4;13;238;multinomial
ring;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774906205390255;train;0.527257013333333;5;65;250;20;20;5180;binomial
ring;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75974265795115;test;0.527257013333333;5;65;250;20;20;5180;binomial
coil2000;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698981714396285;train;6.16028778;20;176;880;2;59;6876;binomial
coil2000;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723244405831497;test;6.16028778;20;176;880;2;59;6876;binomial
621_fri_c0_100_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25916303272418;train;0.690651301666667;3;160;326;5;10;70;continuous
621_fri_c0_100_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.469538018860809;test;0.690651301666667;3;160;326;5;10;70;continuous
mnist;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125135441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995016871521106;train;177.046332051667;0;100;200;658;660;49000;multinomial
mnist;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125135441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99375172714279;test;177.046332051667;0;100;200;658;660;49000;multinomial
594_fri_c2_100_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867255784495028;train;0.504599706666667;6;10;136;1;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891348414968881;test;0.504599706666667;6;10;136;1;5;70;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430253429709683;train;1.51709841166667;7;240;494;1;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.778976945086655;test;1.51709841166667;7;240;494;1;6;66;continuous
643_fri_c2_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843528364026658;train;1.24125505333333;5;200;410;9;25;350;continuous
643_fri_c2_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883605155446408;test;1.24125505333333;5;200;410;9;25;350;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834891757977862;train;1.18168176498333;3;160;326;10;100;700;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800011933036882;test;1.18168176498333;3;160;326;10;100;700;continuous
561_cpu;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0969736538637553;train;0.72225414;3;160;326;7;7;147;continuous
561_cpu;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.13263979241733;test;0.72225414;3;160;326;7;7;147;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793875778839675;train;0.86273191;3;160;326;31;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901433872367701;test;0.86273191;3;160;326;31;50;350;continuous
591_fri_c1_100_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.737169892885628;train;0.552365401666667;10;50;470;7;10;70;continuous
591_fri_c1_100_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8972665652759;test;0.552365401666667;10;50;470;7;10;70;continuous
tokyo1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977175842851311;train;0.20209216;3;65;166;17;20;672;binomial
tokyo1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97200217037439;test;0.20209216;3;65;166;17;20;672;binomial
620_fri_c1_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315292903508521;train;1.149766625;3;160;326;10;25;700;continuous
620_fri_c1_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397257269529773;test;1.149766625;3;160;326;10;25;700;continuous
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crx;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935967047369406;test;2.957746005;12;14;302;14;14;483;binomial
prnn_fglass;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900244444444444;train;0.222117731666667;9;9;172;4;9;144;multinomial
prnn_fglass;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876282467532468;test;0.222117731666667;9;9;172;4;9;144;multinomial
wine_recognition;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.664643451666667;3;144;294;13;13;125;multinomial
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analcatdata_japansolvent;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895833333333333;train;0.460567411666667;14;16;426;4;4;37;binomial
analcatdata_japansolvent;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722222222222222;test;0.460567411666667;14;16;426;4;4;37;binomial
663_rabe_266;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.106882446420038;train;0.063030975;3;10;80;2;2;84;continuous
663_rabe_266;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.122865135960485;test;0.063030975;3;10;80;2;2;84;continuous
letter;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995285979762428;train;30.02959072;12;340;704;15;16;14000;multinomial
letter;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992035077468655;test;30.02959072;12;340;704;15;16;14000;multinomial
analcatdata_boxing1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644135802469136;train;0.179807231666667;7;12;164;1;3;84;binomial
analcatdata_boxing1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.517361111111111;test;0.179807231666667;7;12;164;1;3;84;binomial
sleep;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.589950114297596;train;33.4814640966833;1;13;36;9;13;74136;multinomial
sleep;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.590547263116638;test;33.4814640966833;1;13;36;9;13;74136;multinomial
analcatdata_boxing1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125131838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921377517868746;train;1.42907486833333;7;240;494;1;3;84;binomial
analcatdata_boxing1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125131838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826984126984127;test;1.42907486833333;7;240;494;1;3;84;binomial
hungarian;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126092618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914814814814815;train;0.997887258333333;5;200;410;4;12;206;binomial
hungarian;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126092618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913477088948787;test;0.997887258333333;5;200;410;4;12;206;binomial
195_auto_price;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.331604245716246;train;1.08623336666667;5;200;410;3;9;112;continuous
195_auto_price;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46800053395435;test;1.08623336666667;5;200;410;3;9;112;continuous
hypothyroid;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996936439262464;train;2.95373840666667;5;200;410;5;20;2215;binomial
hypothyroid;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974739348693526;test;2.95373840666667;5;200;410;5;20;2215;binomial
analcatdata_boxing2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901711378353377;train;0.885183635;5;200;410;1;3;93;binomial
analcatdata_boxing2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.834285714285714;test;0.885183635;5;200;410;1;3;93;binomial
tokyo1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946475232767648;train;1.67512265333333;7;21;270;9;21;672;binomial
tokyo1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951308058973506;test;1.67512265333333;7;21;270;9;21;672;binomial
218_house_8L;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125132001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50876612132967;train;0.509353466666667;9;40;418;8;8;15949;continuous
218_house_8L;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125132001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501186407853531;test;0.509353466666667;9;40;418;8;8;15949;continuous
hungarian;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888069371075451;train;2.10752412166667;9;12;216;4;12;206;binomial
hungarian;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936551305403764;test;2.10752412166667;9;12;216;4;12;206;binomial
227_cpu_small;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295684102591738;train;4.56124671;20;383;806;3;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.314200363890229;test;4.56124671;20;383;806;3;12;5735;continuous
1030_ERA;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732799278863918;train;1.238409615;7;240;494;3;3;700;continuous
1030_ERA;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804981767503616;test;1.238409615;7;240;494;3;3;700;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788495444994013;train;0.898082388333333;3;72;150;46;50;700;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821723465435864;test;0.898082388333333;3;72;150;46;50;700;continuous
560_bodyfat;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0350093106519429;train;0.212322333333333;3;65;186;1;13;177;continuous
560_bodyfat;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0322741599296335;test;0.212322333333333;3;65;186;1;13;177;continuous
credit_a;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940854647751199;train;1.73212771666667;8;14;206;11;14;483;binomial
credit_a;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925554484088717;test;1.73212771666667;8;14;206;11;14;483;binomial
magic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824851626568682;train;8.747480645;14;9;260;8;9;13314;binomial
magic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825016595022564;test;8.747480645;14;9;260;8;9;13314;binomial
602_fri_c3_250_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810224746697128;train;0.830221598333333;3;160;326;9;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.887731176647416;test;0.830221598333333;3;160;326;9;9;175;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813513983059697;train;1.96247460333333;10;264;548;7;10;700;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848538577953716;test;1.96247460333333;10;264;548;7;10;700;continuous
dermatology;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981656883720099;train;0.343969703333333;5;25;184;7;25;257;multinomial
dermatology;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921243438411277;test;0.343969703333333;5;25;184;7;25;257;multinomial
contraceptive;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124184720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739530582355695;train;0.12187539;5;9;98;8;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124184720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707831952432891;test;0.12187539;5;9;98;8;9;1032;multinomial
637_fri_c1_500_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125152414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845853760332913;train;1.11069147;3;72;150;9;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125152414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891111522806803;test;1.11069147;3;72;150;9;50;350;continuous
hepatitis;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923160173160173;train;1.20750092333333;6;220;452;3;19;109;binomial
hepatitis;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.767532467532468;test;1.20750092333333;6;220;452;3;19;109;binomial
buggyCrx;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928549292379739;train;1.43678487;7;240;494;12;13;483;binomial
buggyCrx;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883548892808152;test;1.43678487;7;240;494;12;13;483;binomial
560_bodyfat;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0684342886248401;train;0.648640763333333;3;26;150;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0631808961242013;test;0.648640763333333;3;26;150;1;13;177;continuous
sonar;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.12652627498333;20;495;1030;56;60;146;binomial
sonar;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976495726495726;test;4.12652627498333;20;495;1030;56;60;146;binomial
tokyo1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982586969056314;train;1.539271555;6;220;452;16;22;672;binomial
tokyo1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984867591424969;test;1.539271555;6;220;452;16;22;672;binomial
credit_a;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941736441649585;train;0.70683499;3;160;326;10;14;483;binomial
credit_a;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90784757592907;test;0.70683499;3;160;326;10;14;483;binomial
penguins;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.621359125016667;3;160;326;5;7;241;multinomial
penguins;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.621359125016667;3;160;326;5;7;241;multinomial
573_cpu_act;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.330800049594983;train;3.89605891333333;9;35;386;4;18;5735;continuous
573_cpu_act;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329067002306914;test;3.89605891333333;9;35;386;4;18;5735;continuous
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126111821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.52532053060998;train;0.588836751666667;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126111821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.468043279487961;test;0.588836751666667;3;160;326;1;1;849;binomial
590_fri_c0_1000_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488548698723928;train;1.64010857333333;6;100;276;26;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490362376970841;test;1.64010857333333;6;100;276;26;50;700;continuous
banana;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.554728581365196;train;0.18549584;8;8;144;2;2;3710;binomial
banana;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.533362177707859;test;0.18549584;8;8;144;2;2;3710;binomial
197_cpu_act;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.16458913381439;train;1.63221008333333;3;160;326;16;17;5735;continuous
197_cpu_act;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.16719885227799;test;1.63221008333333;3;160;326;16;17;5735;continuous
mfeat_fourier;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995990890081782;train;5.522990635;5;200;410;11;76;1400;multinomial
mfeat_fourier;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974326976321644;test;5.522990635;5;200;410;11;76;1400;multinomial
yeast;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890666313643628;train;4.20341533333333;11;240;502;8;8;1036;multinomial
yeast;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878198962680583;test;4.20341533333333;11;240;502;8;8;1036;multinomial
601_fri_c1_250_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.775196779772828;train;0.195909996666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839555654230867;test;0.195909996666667;3;10;72;5;5;175;continuous
page_blocks;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991314803881643;train;3.68604530166667;5;184;378;5;7;3832;multinomial
page_blocks;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974403207236654;test;3.68604530166667;5;184;378;5;7;3832;multinomial
allhypo;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864256220143789;train;18.6803995116667;7;24;288;14;24;2639;multinomial
allhypo;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798028387631022;test;18.6803995116667;7;24;288;14;24;2639;multinomial
movement_libras;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971448385819565;train;2.19922492666667;5;200;410;9;19;252;multinomial
movement_libras;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918072157434402;test;2.19922492666667;5;200;410;9;19;252;multinomial
344_mv;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125200211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.138739803593961;train;4.52354329833333;6;204;420;6;9;28538;continuous
344_mv;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125200211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139586825113436;test;4.52354329833333;6;204;420;6;9;28538;continuous
690_visualizing_galaxy;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314935915354013;train;0.114360683333333;5;15;132;3;3;227;continuous
690_visualizing_galaxy;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332113684539934;test;0.114360683333333;5;15;132;3;3;227;continuous
651_fri_c0_100_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441987788070828;train;0.954191355;3;160;326;25;25;70;continuous
651_fri_c0_100_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.58877495751252;test;0.954191355;3;160;326;25;25;70;continuous
australian;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94002648452746;train;1.08407402666667;5;200;410;11;13;483;binomial
australian;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894613363363363;test;1.08407402666667;5;200;410;11;13;483;binomial
mfeat_zernike;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988927260244638;train;44.986065765;3;32;136;32;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979695271607833;test;44.986065765;3;32;136;32;32;1400;multinomial
665_sleuth_case2002;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.699768422126932;train;0.354324818316667;3;12;84;2;6;103;continuous
665_sleuth_case2002;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.699318469027708;test;0.354324818316667;3;12;84;2;6;103;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124190055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317003259115431;train;0.936651211666667;3;160;326;10;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124190055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49710323333655;test;0.936651211666667;3;160;326;10;25;350;continuous
hungarian;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939200637894947;train;0.72430675;3;160;326;12;12;206;binomial
hungarian;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890406800242866;test;0.72430675;3;160;326;12;12;206;binomial
695_chatfield_4;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333138724311024;train;0.647647306666667;12;45;544;3;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.322145030351192;test;0.647647306666667;12;45;544;3;9;165;continuous
wine_recognition;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999820981023989;train;0.675228415;3;160;326;5;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999278499278499;test;0.675228415;3;160;326;5;13;125;multinomial
phoneme;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803948729874656;train;0.271206698333333;3;5;36;5;5;3783;binomial
phoneme;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.794163516935158;test;0.271206698333333;3;5;36;5;5;3783;binomial
backache;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126091438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842452830188679;train;1.30653406166667;8;32;348;30;32;126;binomial
backache;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126091438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497959183673469;test;1.30653406166667;8;32;348;30;32;126;binomial
628_fri_c3_1000_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854512724738329;train;1.336464635;5;200;410;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82531894994621;test;1.336464635;5;200;410;5;5;700;continuous
522_pm10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.505911327720121;train;2.21024824;11;320;662;7;7;350;continuous
522_pm10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.716799959826053;test;2.21024824;11;320;662;7;7;350;continuous
crx;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916001540292656;train;2.13785495833333;8;13;208;5;13;483;binomial
crx;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925046728971963;test;2.13785495833333;8;13;208;5;13;483;binomial
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.462012949880357;train;0.109862763333333;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523274396865111;test;0.109862763333333;3;25;156;5;5;700;continuous
adult;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899496203638169;train;3.67449603333333;8;48;376;12;12;34190;binomial
adult;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895984577894223;test;3.67449603333333;8;48;376;12;12;34190;binomial
sleep;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890690590536672;train;34.8425272133333;2;140;284;13;13;74136;multinomial
sleep;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889704959373662;test;34.8425272133333;2;140;284;13;13;74136;multinomial
1089_USCrime;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455207388243005;train;0.231300195;6;20;254;2;4;33;continuous
1089_USCrime;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.393449586116982;test;0.231300195;6;20;254;2;4;33;continuous
labor;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994791666666667;train;1.02797798666667;10;15;294;8;15;40;binomial
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1191_BNG_pbc;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.788780445464968;test;664.527262391667;0;100;200;18;18;700000;continuous
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197_cpu_act;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125152154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.346618188025048;test;0.460572201666667;8;85;386;4;17;5735;continuous
596_fri_c2_250_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.778571117566005;train;0.206415578333333;3;10;72;5;5;175;continuous
596_fri_c2_250_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861658049341499;test;0.206415578333333;3;10;72;5;5;175;continuous
haberman;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.745;train;0.117637313333333;5;12;124;3;3;215;binomial
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602_fri_c3_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280420876776853;train;2.47534856;14;364;756;3;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.503605566448738;test;2.47534856;14;364;756;3;9;175;continuous
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690_visualizing_galaxy;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.300503080413021;test;0.223438348333333;3;8;60;4;4;227;continuous
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665_sleuth_case2002;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826081724015622;test;2.05060337666667;19;12;464;2;6;103;continuous
lupus;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880718954248366;train;0.0581485183333333;3;2;16;2;2;61;binomial
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593_fri_c1_1000_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125183756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820778809620251;train;1.78090218;8;20;326;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125183756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828757481856069;test;1.78090218;8;20;326;10;10;700;continuous
letter;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990059720489702;train;22.3232020333333;12;340;704;11;16;14000;multinomial
letter;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987390876276384;test;22.3232020333333;12;340;704;11;16;14000;multinomial
glass2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820346320346321;train;0.843190615;15;36;670;6;9;115;binomial
glass2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.73015873015873;test;0.843190615;15;36;670;6;9;115;binomial
sonar;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124183408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802629107981221;train;1.84963423331667;8;260;536;3;60;146;binomial
sonar;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124183408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760683760683761;test;1.84963423331667;8;260;536;3;60;146;binomial
analcatdata_boxing2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678300094966762;train;0.07689085335;3;12;78;1;3;93;binomial
analcatdata_boxing2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.693850267379679;test;0.07689085335;3;12;78;1;3;93;binomial
635_fri_c0_250_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.544901275969032;train;1.728846435;5;200;410;10;10;175;continuous
635_fri_c0_250_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5297243891629;test;1.728846435;5;200;410;10;10;175;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.1979678530232;train;0.795236394983333;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311634870727404;test;0.795236394983333;3;160;326;5;5;700;continuous
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522_pm10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.887345829116703;train;0.37877041;3;14;94;6;7;350;continuous
522_pm10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871906981590923;test;0.37877041;3;14;94;6;7;350;continuous
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1191_BNG_pbc;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803827421925995;test;43.0140910966667;1;120;242;18;18;700000;continuous
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mfeat_zernike;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97247376805851;test;3.94384800666667;5;200;410;19;32;1400;multinomial
605_fri_c2_250_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867999573001311;train;0.733062291666667;11;125;522;1;25;175;continuous
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breast_w;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989695662592859;train;0.63703498;3;160;326;8;8;490;binomial
breast_w;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990774533657745;test;0.63703498;3;160;326;8;8;490;binomial
637_fri_c1_500_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315207928832248;train;1.09593729333333;3;160;326;2;50;350;continuous
637_fri_c1_500_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.546588549911431;test;1.09593729333333;3;160;326;2;50;350;continuous
547_no2;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515322083351569;train;0.711625065;3;160;326;7;7;350;continuous
547_no2;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.666863766901038;test;0.711625065;3;160;326;7;7;350;continuous
coil2000;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723908177748663;train;7.228224525;20;204;880;10;59;6876;binomial
coil2000;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.705338074300072;test;7.228224525;20;204;880;10;59;6876;binomial
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1196_BNG_pharynx;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.660860732197067;train;207.920346875;0;100;200;5;10;700000;continuous
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651_fri_c0_100_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126102611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498949407102871;train;3.46730409166667;20;402;844;20;25;70;continuous
651_fri_c0_100_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126102611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.625384735961765;test;3.46730409166667;20;402;844;20;25;70;continuous
clean1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.82414165665;3;160;326;1;88;334;binomial
clean1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.82414165665;3;160;326;1;88;334;binomial
analcatdata_aids;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697368421052632;train;0.681973001666667;3;160;326;3;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.648148148148148;test;0.681973001666667;3;160;326;3;3;35;binomial
analcatdata_creditscore;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.417542105;3;112;230;5;6;70;binomial
analcatdata_creditscore;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.417542105;3;112;230;5;6;70;binomial
labor;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.302169308333333;3;15;96;5;15;40;binomial
labor;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783333333333333;test;0.302169308333333;3;15;96;5;15;40;binomial
mfeat_factors;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999449435849145;train;2.12251250166667;3;160;326;43;130;1400;multinomial
mfeat_factors;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997633391043651;test;2.12251250166667;3;160;326;43;130;1400;multinomial
ann_thyroid;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125155146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999990610837892;train;3.84106283333333;3;160;326;21;21;5040;multinomial
ann_thyroid;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125155146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999938763991723;test;3.84106283333333;3;160;326;21;21;5040;multinomial
heart_c;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936965811965812;train;0.421980883333333;7;52;334;8;13;213;binomial
heart_c;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86359126984127;test;0.421980883333333;7;52;334;8;13;213;binomial
1199_BNG_echoMonths;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.710740798278039;train;0.164982148333333;3;45;166;9;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.710962906554511;test;0.164982148333333;3;45;166;9;9;12248;continuous
new_thyroid;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999721293199554;train;1.08084563166667;3;160;326;5;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982025221155656;test;1.08084563166667;3;160;326;5;5;151;multinomial
644_fri_c4_250_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.759529343067541;train;0.186457626666667;3;90;186;23;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.946707422348101;test;0.186457626666667;3;90;186;23;25;175;continuous
mnist;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.831065347566613;train;2.31601604333333;0;5;10;10;519;49000;multinomial
mnist;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82850272511896;test;2.31601604333333;0;5;10;10;519;49000;multinomial
621_fri_c0_100_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483955097254808;train;1.24754686831667;5;200;410;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.677991129392077;test;1.24754686831667;5;200;410;10;10;70;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220408399621148;train;2.26384421333333;14;311;650;5;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381428729097274;test;2.26384421333333;14;311;650;5;50;350;continuous
fars;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91100653508443;train;32.22398088665;1;120;242;21;21;70678;multinomial
fars;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890322170901146;test;32.22398088665;1;120;242;21;21;70678;multinomial
cars;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.664758963333333;3;160;326;1;7;275;multinomial
cars;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993653277690836;test;0.664758963333333;3;160;326;1;7;275;multinomial
german;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848036442100216;train;1.05209521666667;3;160;326;20;20;700;binomial
german;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.754035567715458;test;1.05209521666667;3;160;326;20;20;700;binomial
analcatdata_happiness;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.769291819291819;train;0.329696036666667;9;3;60;1;3;42;multinomial
analcatdata_happiness;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802380952380952;test;0.329696036666667;9;3;60;1;3;42;multinomial
197_cpu_act;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126100721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.276100401642952;train;1.68767923;3;160;326;2;16;5735;continuous
197_cpu_act;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126100721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.28523099288523;test;1.68767923;3;160;326;2;16;5735;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829726203225502;train;0.872174289983333;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846054551768338;test;0.872174289983333;3;160;326;5;25;700;continuous
clean1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;1.65900802666667;3;48;138;2;91;334;binomial
clean1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;1.65900802666667;3;48;138;2;91;334;binomial
mfeat_factors;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.42035132;5;99;222;118;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980236425183319;test;2.42035132;5;99;222;118;136;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998002910431518;train;1.16004674333333;7;61;306;17;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995273581946227;test;1.16004674333333;7;61;306;17;64;1400;multinomial
hungarian;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881142230638892;train;0.866622553333333;3;160;326;4;12;206;binomial
hungarian;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910443230115361;test;0.866622553333333;3;160;326;4;12;206;binomial
analcatdata_cyyoung9302;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985333333333333;train;1.447391555;9;280;578;2;6;65;binomial
analcatdata_cyyoung9302;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91304347826087;test;1.447391555;9;280;578;2;6;65;binomial
647_fri_c1_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787937227499133;train;1.196040975;10;20;402;6;10;175;continuous
647_fri_c1_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891519405738121;test;1.196040975;10;20;402;6;10;175;continuous
spectf;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910605267748125;train;7.345057395;12;44;516;35;44;245;binomial
spectf;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904079861111111;test;7.345057395;12;44;516;35;44;245;binomial
503_wind;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486150599900818;train;2.26945321833333;14;252;532;12;14;4602;continuous
503_wind;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497027278550182;test;2.26945321833333;14;252;532;12;14;4602;continuous
shuttle;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945557585740639;train;3.38122205166667;13;8;208;5;8;40600;multinomial
shuttle;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943197384219519;test;3.38122205166667;13;8;208;5;8;40600;multinomial
breast;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995173763514412;train;1.18387579166667;6;10;128;9;10;490;binomial
breast;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996159016708277;test;1.18387579166667;6;10;128;9;10;490;binomial
confidence;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944814814814815;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947222222222222;test;;-Inf;-Inf;;1;1;51;multinomial
spectf;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857491714634572;train;1.551116295;7;240;494;44;44;245;binomial
spectf;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8984375;test;1.551116295;7;240;494;44;44;245;binomial
mfeat_karhunen;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995838263839588;train;2.50572995333333;3;160;326;64;64;1400;multinomial
mfeat_karhunen;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995625765236488;test;2.50572995333333;3;160;326;64;64;1400;multinomial
flags;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883510988421133;train;3.21558535833333;13;360;746;27;39;125;multinomial
flags;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.707716379481085;test;3.21558535833333;13;360;746;27;39;125;multinomial
561_cpu;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.150179798485122;train;0.588423629983333;10;35;460;6;7;147;continuous
561_cpu;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.236382537803646;test;0.588423629983333;10;35;460;6;7;147;continuous
bupa;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725626836100294;train;0.143160531666667;5;20;176;5;5;242;binomial
bupa;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.646453089244851;test;0.143160531666667;5;20;176;5;5;242;binomial
australian;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920490148297709;train;0.931435533333333;7;14;186;6;14;483;binomial
australian;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932612781954887;test;0.931435533333333;7;14;186;6;14;483;binomial
hungarian;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943763518385004;train;2.24895755666667;12;340;704;8;12;206;binomial
hungarian;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811019283746557;test;2.24895755666667;12;340;704;8;12;206;binomial
sonar;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929953051643193;train;4.02137908;9;60;390;48;60;146;binomial
sonar;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92948717948718;test;4.02137908;9;60;390;48;60;146;binomial
666_rmftsa_ladata;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.556593592297331;train;1.20512399;6;220;452;6;10;356;continuous
666_rmftsa_ladata;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.572652342514695;test;1.20512399;6;220;452;6;10;356;continuous
210_cloud;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.283902656678961;train;1.39503261833333;6;220;452;3;5;76;continuous
210_cloud;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.309855332937342;test;1.39503261833333;6;220;452;3;5;76;continuous
dis;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.717108813883007;train;3.77358678;15;340;710;7;24;2641;binomial
dis;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714543114543115;test;3.77358678;15;340;710;7;24;2641;binomial
phoneme;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124185844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803885277092396;train;0.472414906666667;10;20;328;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124185844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799063971199114;test;0.472414906666667;10;20;328;5;5;3783;binomial
adult;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921140362412394;train;30.7271839666667;4;180;368;10;12;34190;binomial
adult;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90954727096774;test;30.7271839666667;4;180;368;10;12;34190;binomial
spambase;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989597663014452;train;2.62996259666667;3;160;326;54;54;3221;binomial
spambase;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973853313379542;test;2.62996259666667;3;160;326;54;54;3221;binomial
adult;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885375307425831;train;14.031831455;3;12;78;5;12;34190;binomial
adult;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879176930782906;test;14.031831455;3;12;78;5;12;34190;binomial
584_fri_c4_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287809017189852;train;2.36425155333333;11;316;654;11;25;350;continuous
584_fri_c4_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383049079028633;test;2.36425155333333;11;316;654;11;25;350;continuous
cleve;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918882500898311;train;0.617157503333333;3;160;326;9;13;213;binomial
cleve;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888833992094862;test;0.617157503333333;3;160;326;9;13;213;binomial
648_fri_c1_250_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.618235517980047;train;0.360862746666667;5;130;270;47;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.950014456764087;test;0.360862746666667;5;130;270;47;50;175;continuous
712_chscase_geyser1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455334301097514;train;0.134376395;6;10;134;1;2;156;continuous
712_chscase_geyser1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473240523376751;test;0.134376395;6;10;134;1;2;156;continuous
adult;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923126674854972;train;30.972012745;8;260;536;10;12;34190;binomial
adult;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90945761513372;test;30.972012745;8;260;536;10;12;34190;binomial
shuttle;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942822300915301;train;1.99024971666667;6;8;104;6;8;40600;multinomial
shuttle;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937358353181139;test;1.99024971666667;6;8;104;6;8;40600;multinomial
wine_quality_red;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.652244275441352;train;0.169966316666667;5;11;120;2;11;1120;multinomial
wine_quality_red;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72472495335125;test;0.169966316666667;5;11;120;2;11;1120;multinomial
contraceptive;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742214729967656;train;3.04720414666667;20;337;714;8;9;1032;multinomial
contraceptive;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71734368048922;test;3.04720414666667;20;337;714;8;9;1032;multinomial
hypothyroid;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942594762584064;train;1.01708845;13;83;586;8;21;2215;binomial
hypothyroid;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948661532819949;test;1.01708845;13;83;586;8;21;2215;binomial
profb;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.636171852813502;train;0.709193768333333;12;36;534;1;9;471;binomial
profb;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700155936734239;test;0.709193768333333;12;36;534;1;9;471;binomial
645_fri_c3_500_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18072713391885;train;2.67253895833333;16;347;726;4;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315517611573705;test;2.67253895833333;16;347;726;4;50;350;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.462901691872069;train;0.272780578333333;5;121;270;16;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.448092726437335;test;0.272780578333333;5;121;270;16;25;175;continuous
643_fri_c2_500_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858056032830923;train;0.895941473333333;3;160;326;6;25;350;continuous
643_fri_c2_500_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88189037701343;test;0.895941473333333;3;160;326;6;25;350;continuous
706_sleuth_case1202;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.51233251941012;train;0.718060356666667;3;160;326;4;6;66;continuous
706_sleuth_case1202;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.713589435751574;test;0.718060356666667;3;160;326;4;6;66;continuous
560_bodyfat;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0911819790166205;train;0.364786713333333;5;65;270;4;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0916319078813894;test;0.364786713333333;5;65;270;4;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0120814923798847;train;0.614640375;3;26;150;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0118191291912029;test;0.614640375;3;26;150;1;13;177;continuous
dermatology;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999671052631579;train;3.46418526998333;3;25;126;17;25;257;multinomial
dermatology;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989472327278885;test;3.46418526998333;3;25;126;17;25;257;multinomial
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606706997597166;train;9.22215801666667;8;45;376;9;9;21773;continuous
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labor;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998666666666667;train;1.07057164833333;17;60;754;4;15;40;binomial
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617_fri_c3_500_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224955118787803;train;1.85755811666667;10;268;556;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315613803917305;test;1.85755811666667;10;268;556;5;5;350;continuous
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605_fri_c2_250_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124201331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794268816543099;test;2.75755032;10;50;444;20;25;175;continuous
analcatdata_cyyoung9302;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954081632653061;train;0.911942596666667;5;200;410;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972222222222222;test;0.911942596666667;5;200;410;6;6;65;binomial
643_fri_c2_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871626092284842;train;2.55750202;8;50;360;14;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876975535229121;test;2.55750202;8;50;360;14;25;350;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.664374087056566;train;0.228624395;5;25;230;4;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50585611546673;test;0.228624395;5;25;230;4;5;44;continuous
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4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317038310219162;train;2.26643156168333;3;160;326;49;72;742;continuous
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665_sleuth_case2002;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819966004115233;train;0.837151445;3;160;326;1;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.773212972690458;test;0.837151445;3;160;326;1;6;103;continuous
650_fri_c0_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125201644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343086643542745;train;4.090582075;9;280;578;37;50;350;continuous
650_fri_c0_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125201644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.552181326800523;test;4.090582075;9;280;578;37;50;350;continuous
prnn_fglass;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995151835479531;train;0.668781535;3;160;326;5;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911922398589065;test;0.668781535;3;160;326;5;9;144;multinomial
603_fri_c0_250_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293472169901863;train;2.332865495;8;260;536;43;50;175;continuous
603_fri_c0_250_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.63530210793594;test;2.332865495;8;260;536;43;50;175;continuous
diabetes;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125180410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879116918224825;train;1.697848665;6;220;452;8;8;538;binomial
diabetes;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125180410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856344086021505;test;1.697848665;6;220;452;8;8;538;binomial
648_fri_c1_250_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.702115423697896;train;3.08909312;12;340;704;44;50;175;continuous
648_fri_c1_250_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812049616737289;test;3.08909312;12;340;704;44;50;175;continuous
ecoli;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972949954572177;train;0.172565905;10;5;106;5;5;229;multinomial
ecoli;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95453678946326;test;0.172565905;10;5;106;5;5;229;multinomial
618_fri_c3_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215342509945194;train;3.35209482;7;240;494;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298104172398246;test;3.35209482;7;240;494;5;50;700;continuous
analcatdata_germangss;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.812387836438272;train;0.809103811666667;3;160;326;5;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.697769554444872;test;0.809103811666667;3;160;326;5;5;280;multinomial
vowel;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970213928834474;train;14.768286325;7;13;168;12;13;693;multinomial
vowel;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964510567417914;test;14.768286325;7;13;168;12;13;693;multinomial
mfeat_morphological;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92462897931311;train;1.33634367166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913233253923805;test;1.33634367166667;3;160;326;2;2;1400;multinomial
618_fri_c3_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24757907815753;train;5.74228552666667;6;220;452;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328115552330621;test;5.74228552666667;6;220;452;5;50;700;continuous
yeast;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874058021315311;train;3.451007005;8;244;504;7;8;1036;multinomial
yeast;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865509899454633;test;3.451007005;8;244;504;7;8;1036;multinomial
irish;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859198524811485;train;0.588235628333333;3;160;326;4;4;350;binomial
irish;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872286079182631;test;0.588235628333333;3;160;326;4;4;350;binomial
678_visualizing_environmental;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125143847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.760477836605327;train;0.205883273333333;6;6;84;3;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125143847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.745640224520837;test;0.205883273333333;6;6;84;3;3;78;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533999927137904;train;0.494391903333333;10;50;470;9;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523013446299927;test;0.494391903333333;10;50;470;9;10;70;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270810315686201;train;3.03016795333333;13;360;746;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392672682096963;test;3.03016795333333;13;360;746;6;10;700;continuous
letter;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981131181462163;train;58.4020621116833;1;16;42;16;16;14000;multinomial
letter;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980791655181228;test;58.4020621116833;1;16;42;16;16;14000;multinomial
penguins;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0528888366666667;3;7;50;5;7;241;multinomial
penguins;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0528888366666667;3;7;50;5;7;241;multinomial
haberman;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712790430181735;train;0.0727400766666667;3;3;24;1;3;215;binomial
haberman;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679108796296296;test;0.0727400766666667;3;3;24;1;3;215;binomial
glass2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.748453927025356;train;0.24422435;3;9;62;2;9;115;binomial
glass2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.681657848324515;test;0.24422435;3;9;62;2;9;115;binomial
yeast;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885284976127751;train;0.314706475;9;8;152;7;8;1036;multinomial
yeast;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848793735873505;test;0.314706475;9;8;152;7;8;1036;multinomial
colic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874572051042639;train;0.660615576666667;3;160;326;5;22;258;binomial
colic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929971416904859;test;0.660615576666667;3;160;326;5;22;258;binomial
satimage;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125203136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981843323369201;train;36.523664165;3;27;116;27;27;4505;multinomial
satimage;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125203136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977536440739441;test;36.523664165;3;27;116;27;27;4505;multinomial
texture;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125130556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999768973972955;train;6.11154181;3;160;326;14;15;3850;multinomial
texture;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125130556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999647559202147;test;6.11154181;3;160;326;14;15;3850;multinomial
allhypo;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832007622138349;train;32.0990564383333;6;25;206;23;25;2639;multinomial
allhypo;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855289013756709;test;32.0990564383333;6;25;206;23;25;2639;multinomial
ring;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.77487991740124;train;0.274601323333333;3;57;166;20;20;5180;binomial
ring;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.766497618624042;test;0.274601323333333;3;57;166;20;20;5180;binomial
coil2000;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724731229755796;train;5.76439976498333;7;208;430;10;59;6876;binomial
coil2000;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.69671347810481;test;5.76439976498333;7;208;430;10;59;6876;binomial
appendicitis;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823333333333333;train;0.0943837883333333;3;16;96;1;4;75;binomial
appendicitis;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93;test;0.0943837883333333;3;16;96;1;4;75;binomial
615_fri_c4_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125094552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795752480732651;train;0.495638235;10;45;460;6;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125094552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831258821225532;test;0.495638235;10;45;460;6;9;175;continuous
cleve;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94987557767508;train;1.099344695;14;52;628;10;13;213;binomial
cleve;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860627177700349;test;1.099344695;14;52;628;10;13;213;binomial
cloud;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125203707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.548405536457007;train;0.583555673333333;8;7;120;1;7;76;multinomial
cloud;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125203707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.570450680272109;test;0.583555673333333;8;7;120;1;7;76;multinomial
wine_recognition;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.65128097;3;13;88;8;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99890350877193;test;0.65128097;3;13;88;8;13;125;multinomial
602_fri_c3_250_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819417024951301;train;1.04196362331667;7;18;268;7;9;175;continuous
602_fri_c3_250_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831940929603111;test;1.04196362331667;7;18;268;7;9;175;continuous
623_fri_c4_1000_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812747927312236;train;2.38781236833333;20;287;614;7;10;700;continuous
623_fri_c4_1000_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848504756214448;test;2.38781236833333;20;287;614;7;10;700;continuous
waveform_40;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969867388311557;train;2.59839804666667;7;240;494;35;40;3500;multinomial
waveform_40;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976880830064079;test;2.59839804666667;7;240;494;35;40;3500;multinomial
ann_thyroid;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992659654948737;train;0.765865975;10;20;342;5;20;5040;multinomial
ann_thyroid;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991687454325655;test;0.765865975;10;20;342;5;20;5040;multinomial
diabetes;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.828320955516423;train;1.659115145;8;260;536;4;8;538;binomial
diabetes;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.809359888533727;test;1.659115145;8;260;536;4;8;538;binomial
579_fri_c0_250_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22864100559299;train;1.61159476666667;12;276;576;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490499407277464;test;1.61159476666667;12;276;576;5;5;175;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527462485720692;train;0.494865498333333;7;50;334;5;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.579400425854511;test;0.494865498333333;7;50;334;5;10;356;continuous
labor;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997333333333333;train;0.732575946666667;3;160;326;15;15;40;binomial
labor;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983333333333333;test;0.732575946666667;3;160;326;15;15;40;binomial
562_cpu_small;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.203872260172008;train;0.163087758333333;3;60;176;12;12;5735;continuous
562_cpu_small;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.20909698451289;test;0.163087758333333;3;60;176;12;12;5735;continuous
ann_thyroid;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975382819952108;train;1.914546435;3;160;326;10;21;5040;multinomial
ann_thyroid;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945335311974311;test;1.914546435;3;160;326;10;21;5040;multinomial
633_fri_c0_500_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54343449770734;train;0.168405113333333;3;90;186;7;25;350;continuous
633_fri_c0_500_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.587133334137382;test;0.168405113333333;3;90;186;7;25;350;continuous
503_wind;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124185824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454198296565463;train;1.50964504;3;160;326;14;14;4602;continuous
503_wind;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124185824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.464499045840832;test;1.50964504;3;160;326;14;14;4602;continuous
1030_ERA;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.707191799049413;train;0.638587231666667;3;160;326;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.822543850815702;test;0.638587231666667;3;160;326;4;4;700;continuous
594_fri_c2_100_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.968050110602985;train;0.172407271666667;4;25;208;0;5;70;continuous
594_fri_c2_100_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.98437822402666;test;0.172407271666667;4;25;208;0;5;70;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437697696235958;train;0.908861735;3;72;150;50;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53785417132434;test;0.908861735;3;72;150;50;50;350;continuous
cleve;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993158182813355;train;3.95765612333333;20;500;1040;7;13;213;binomial
cleve;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878833584715938;test;3.95765612333333;20;500;1040;7;13;213;binomial
218_house_8L;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455504770051614;train;5.83655864833333;12;16;394;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445869928796484;test;5.83655864833333;12;16;394;8;8;15949;continuous
294_satellite_image;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457770573076754;train;2.23352918833333;3;46;146;23;24;4505;continuous
294_satellite_image;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484102073370145;test;2.23352918833333;3;46;146;23;24;4505;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917220705951324;train;1.32289015166667;5;200;410;4;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.908330802385554;test;1.32289015166667;5;200;410;4;5;350;continuous
615_fri_c4_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222726029885943;train;2.86409727166667;20;500;1040;3;9;175;continuous
615_fri_c4_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.448350133828108;test;2.86409727166667;20;500;1040;3;9;175;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7703771169969;train;0.992630528333333;3;160;326;10;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812679762013326;test;0.992630528333333;3;160;326;10;10;70;continuous
712_chscase_geyser1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608892044390658;train;0.15967835835;7;10;160;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501869702213547;test;0.15967835835;7;10;160;2;2;156;continuous
627_fri_c2_500_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321181959460035;train;1.21274013;6;220;452;5;10;350;continuous
627_fri_c2_500_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386020439816687;test;1.21274013;6;220;452;5;10;350;continuous
cmc;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.739940055238529;train;1.29137766833333;3;160;326;9;9;1032;multinomial
cmc;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710668789949617;test;1.29137766833333;3;160;326;9;9;1032;multinomial
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.71400074748518;train;0.74631081;3;18;122;7;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.711635898994518;test;0.74631081;3;18;122;7;9;12248;continuous
603_fri_c0_250_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345620661991922;train;3.55147958666667;18;456;948;29;50;175;continuous
603_fri_c0_250_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.544087605373988;test;3.55147958666667;18;456;948;29;50;175;continuous
satimage;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977445061892537;train;5.53948381;10;294;608;21;25;4505;multinomial
satimage;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976327364017688;test;5.53948381;10;294;608;21;25;4505;multinomial
225_puma8NH;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739268922691157;train;0.887151231683333;5;16;176;3;8;5735;continuous
225_puma8NH;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.771495035194233;test;0.887151231683333;5;16;176;3;8;5735;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612484529676218;train;3.24947357833333;6;204;420;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611617742426332;test;3.24947357833333;6;204;420;9;9;21773;continuous
banana;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.546793909973522;train;0.798557346683333;3;160;326;2;2;3710;binomial
banana;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.53365967120702;test;0.798557346683333;3;160;326;2;2;3710;binomial
594_fri_c2_100_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428694185084648;train;0.530568863333333;3;160;326;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.779037453528474;test;0.530568863333333;3;160;326;2;5;70;continuous
1030_ERA;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.758762612389048;train;1.26921973;8;240;496;4;4;700;continuous
1030_ERA;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.760586093689548;test;1.26921973;8;240;496;4;4;700;continuous
503_wind;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45810878202523;train;4.63507186166667;9;28;360;14;14;4602;continuous
503_wind;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454543803253688;test;4.63507186166667;9;28;360;14;14;4602;continuous
analcatdata_cyyoung8092;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125161915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929559748427673;train;1.23788043166667;6;220;452;7;7;68;binomial
analcatdata_cyyoung8092;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125161915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822222222222222;test;1.23788043166667;6;220;452;7;7;68;binomial
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605309041096502;train;9.98115390666667;9;45;418;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608717506869158;test;9.98115390666667;9;45;418;9;9;21773;continuous
segmentation;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997217261695542;train;0.31917096;6;14;176;7;14;1617;multinomial
segmentation;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996718161118001;test;0.31917096;6;14;176;7;14;1617;multinomial
profb;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.668218440415999;train;1.02131642166667;12;9;220;3;9;471;binomial
profb;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.651191765980498;test;1.02131642166667;12;9;220;3;9;471;binomial
687_sleuth_ex1605;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125105247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.931247209559296;train;0.0965125916666667;3;25;142;0;5;44;continuous
687_sleuth_ex1605;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125105247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.970639352850682;test;0.0965125916666667;3;25;142;0;5;44;continuous
pima;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829288358700124;train;0.526877843316667;11;32;486;7;8;538;binomial
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dis;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.716698656429943;train;17.2986938599833;20;25;800;3;25;2641;binomial
dis;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.652758422821543;test;17.2986938599833;20;25;800;3;25;2641;binomial
breast;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125190731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996458333333333;train;1.03573249333333;6;9;116;8;9;490;binomial
breast;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125190731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986014660493827;test;1.03573249333333;6;9;116;8;9;490;binomial
breast;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988286876980697;train;1.45614327833333;7;9;134;3;9;490;binomial
breast;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989291150250054;test;1.45614327833333;7;9;134;3;9;490;binomial
optdigits;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.91842196666667;3;55;138;61;62;3934;multinomial
optdigits;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976946799232935;test;1.91842196666667;3;55;138;61;62;3934;multinomial
new_thyroid;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125190139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.188072905;3;5;36;5;5;151;multinomial
new_thyroid;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125190139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99802371541502;test;0.188072905;3;5;36;5;5;151;multinomial
631_fri_c1_500_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814056962733213;train;0.244148765;5;10;112;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865884466858321;test;0.244148765;5;10;112;5;5;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463828803580931;train;6.48676217666667;20;100;864;48;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468434525568362;test;6.48676217666667;20;100;864;48;50;350;continuous
647_fri_c1_250_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125210025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813993744249565;train;0.229460861666667;5;50;250;4;10;175;continuous
647_fri_c1_250_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125210025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854438493526997;test;0.229460861666667;5;50;250;4;10;175;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848797184864829;train;0.502941313333333;10;50;460;1;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894002921426005;test;0.502941313333333;10;50;460;1;10;350;continuous
analcatdata_germangss;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746818318091668;train;0.092253895;6;5;66;1;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680528642829681;test;0.092253895;6;5;66;1;5;280;multinomial
breast_w;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996399446356427;train;1.00448238333333;3;160;326;8;8;490;binomial
breast_w;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989571035025581;test;1.00448238333333;3;160;326;8;8;490;binomial
592_fri_c4_1000_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840483908549056;train;0.177446225;3;85;176;16;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852955410460139;test;0.177446225;3;85;176;16;25;700;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843266684327639;train;0.301602483333333;7;50;334;9;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858730473876616;test;0.301602483333333;7;50;334;9;10;350;continuous
analcatdata_cyyoung9302;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934666666666667;train;0.582223248333333;11;28;488;4;7;65;binomial
analcatdata_cyyoung9302;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836956521739131;test;0.582223248333333;11;28;488;4;7;65;binomial
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.245146123124686;train;0.918017713333333;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508585394742816;test;0.918017713333333;3;160;326;0;3;333;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42135769451211;train;0.681925178333333;3;160;326;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.543941198075637;test;0.681925178333333;3;160;326;1;1;33;continuous
movement_libras;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976903464502798;train;1.52076827333333;3;160;326;18;19;252;multinomial
movement_libras;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90924117265954;test;1.52076827333333;3;160;326;18;19;252;multinomial
519_vinnie;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481116830223381;train;0.174066768333333;3;4;32;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46791170000724;test;0.174066768333333;3;4;32;1;2;266;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181822393750811;train;2.74739529833333;10;300;620;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311970952824397;test;2.74739529833333;10;300;620;5;25;700;continuous
analcatdata_japansolvent;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927941176470588;train;0.533077268333333;3;160;326;3;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.6875;test;0.533077268333333;3;160;326;3;3;37;binomial
german;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124204246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.810145475338974;train;1.00570945333333;3;160;326;12;20;700;binomial
german;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124204246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.739922253581128;test;1.00570945333333;3;160;326;12;20;700;binomial
529_pollen;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.443207109768809;train;0.183171996666667;6;20;260;4;4;2694;continuous
529_pollen;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418228846995942;test;0.183171996666667;6;20;260;4;4;2694;continuous
647_fri_c1_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812215978519338;train;1.31062405333333;7;20;294;7;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838421539444097;test;1.31062405333333;7;20;294;7;10;175;continuous
ring;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.774771913499683;train;1.39568668333333;3;160;326;20;20;5180;binomial
ring;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.787279808935469;test;1.39568668333333;3;160;326;20;20;5180;binomial
607_fri_c4_1000_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828932181089182;train;1.28634546168333;5;98;234;14;50;700;continuous
607_fri_c4_1000_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829337175522149;test;1.28634546168333;5;98;234;14;50;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806360217924122;train;0.684240498316667;5;20;212;7;10;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774980249129455;test;0.684240498316667;5;20;212;7;10;700;continuous
195_auto_price;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27052008941649;train;0.54861384;3;160;326;2;10;112;continuous
195_auto_price;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404533000343794;test;0.54861384;3;160;326;2;10;112;continuous
credit_a;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911980525126065;train;1.83566783835;10;13;260;5;13;483;binomial
credit_a;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933063453210318;test;1.83566783835;10;13;260;5;13;483;binomial
598_fri_c0_1000_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210278154286762;train;5.58905539833333;13;312;650;13;25;700;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421070206909608;test;5.58905539833333;13;312;650;13;25;700;continuous
appendicitis;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841334894613583;train;0.0784990366666667;3;4;30;1;4;75;binomial
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prnn_crabs;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.102550611666667;3;16;102;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96484375;test;0.102550611666667;3;16;102;4;4;140;binomial
waveform_40;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971304102453149;train;9.94355007;3;38;136;33;40;3500;multinomial
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vehicle;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936580580813706;test;2.033459575;7;224;462;13;13;593;multinomial
615_fri_c4_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809688963514856;train;1.34856439833333;5;200;410;5;10;175;continuous
615_fri_c4_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.74952457288142;test;1.34856439833333;5;200;410;5;10;175;continuous
663_rabe_266;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.125900535856051;train;0.0669139233333333;3;10;80;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.117860485887196;test;0.0669139233333333;3;10;80;2;2;84;continuous
glass2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.758547008547009;train;0.892062341666667;13;36;586;4;9;115;binomial
glass2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777777777777778;test;0.892062341666667;13;36;586;4;9;115;binomial
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waveform_40;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973540802110996;test;1.57255631665;3;160;326;40;40;3500;multinomial
waveform_40;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97125180146379;train;10.7782455316667;3;40;136;27;40;3500;multinomial
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556_analcatdata_apnea2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.207470275679311;train;0.0796554766666667;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.232489618648746;test;0.0796554766666667;3;15;120;3;3;333;continuous
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german;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.738303693570451;test;0.950302101683333;7;20;202;3;20;700;binomial
678_visualizing_environmental;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124170341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.609265749627553;train;4.396897825;20;500;1040;2;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124170341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.738473536854661;test;4.396897825;20;500;1040;2;3;78;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839781614370156;train;0.514592235;6;10;132;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.907076945649246;test;0.514592235;6;10;132;5;5;350;continuous
641_fri_c1_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834296394919305;train;0.512020693333333;10;50;460;9;10;350;continuous
641_fri_c1_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820448073912427;test;0.512020693333333;10;50;460;9;10;350;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272205310116838;train;2.869261795;19;480;998;5;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387139072990426;test;2.869261795;19;480;998;5;10;175;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.554201379987547;train;1.135629625;3;160;326;5;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619212814043897;test;1.135629625;3;160;326;5;25;350;continuous
658_fri_c3_250_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126105814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855032301224789;train;1.35416724;6;220;452;17;25;175;continuous
658_fri_c3_250_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126105814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835687717392732;test;1.35416724;6;220;452;17;25;175;continuous
pima;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908603379191615;train;2.719752795;12;340;704;4;8;538;binomial
pima;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83801474852929;test;2.719752795;12;340;704;4;8;538;binomial
glass2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.769370460048426;train;0.862196225;5;200;410;6;9;115;binomial
glass2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.692857142857143;test;0.862196225;5;200;410;6;9;115;binomial
analcatdata_creditscore;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.674195586666667;3;160;326;5;6;70;binomial
analcatdata_creditscore;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.674195586666667;3;160;326;5;6;70;binomial
207_autoPrice;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.370029963278552;train;1.21906316666667;8;20;334;10;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.399902773115583;test;1.21906316666667;8;20;334;10;10;112;continuous
cars;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839751382937723;train;0.11650351;7;7;102;4;7;275;multinomial
cars;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848068086883876;test;0.11650351;7;7;102;4;7;275;multinomial
horse_colic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907563570316554;train;2.50963950166667;10;22;346;5;22;258;binomial
horse_colic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873074229691877;test;2.50963950166667;10;22;346;5;22;258;binomial
hungarian;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125163927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913983853284162;train;0.823624146666667;12;48;544;9;12;206;binomial
hungarian;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125163927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903460837887067;test;0.823624146666667;12;48;544;9;12;206;binomial
credit_a;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967199958579269;train;0.772143946666667;3;160;326;10;13;483;binomial
credit_a;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936837029893925;test;0.772143946666667;3;160;326;10;13;483;binomial
631_fri_c1_500_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869648373942485;train;1.871248595;7;240;494;3;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794157494417725;test;1.871248595;7;240;494;3;5;350;continuous
glass;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90743066973495;train;2.38500659833333;15;330;690;7;9;144;multinomial
glass;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.749490740740741;test;2.38500659833333;15;330;690;7;9;144;multinomial
credit_a;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905251260650322;train;1.72788441166667;8;14;210;5;14;483;binomial
credit_a;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916305780455658;test;1.72788441166667;8;14;210;5;14;483;binomial
624_fri_c0_100_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300484001439341;train;0.96646192;5;200;410;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.56998030676654;test;0.96646192;5;200;410;5;5;70;continuous
620_fri_c1_1000_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255182444009343;train;0.804069248333333;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305180357632293;test;0.804069248333333;3;160;326;5;25;700;continuous
wine_quality_red;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.845065648099454;train;5.57908390333333;18;386;810;11;11;1120;multinomial
wine_quality_red;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.794807103300742;test;5.57908390333333;18;386;810;11;11;1120;multinomial
665_sleuth_case2002;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.719203829163428;train;0.329617825;7;30;334;2;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822794667190722;test;0.329617825;7;30;334;2;6;103;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794751126640563;train;1.14561682333333;5;98;234;44;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847172728374404;test;1.14561682333333;5;98;234;44;50;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475872006019055;train;0.849677323316667;3;72;150;23;50;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48370568262837;test;0.849677323316667;3;72;150;23;50;700;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125143311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811918192768295;train;1.755342275;6;220;452;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125143311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868834030027794;test;1.755342275;6;220;452;5;5;350;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.676240867512106;train;4.19953870833333;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.694021833400097;test;4.19953870833333;3;160;326;9;9;12248;continuous
biomed;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125182636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974264705882353;train;0.568978671666667;3;160;326;7;8;147;binomial
biomed;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125182636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914473684210526;test;0.568978671666667;3;160;326;7;8;147;binomial
schizo;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.728709871608886;train;3.89848025666667;18;460;956;3;13;238;multinomial
schizo;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.707081056466302;test;3.89848025666667;18;460;956;3;13;238;multinomial
optdigits;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999938745145826;train;2.04942003333333;3;56;138;44;61;3934;multinomial
optdigits;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994294014796467;test;2.04942003333333;3;56;138;44;61;3934;multinomial
prnn_crabs;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.648853193333333;3;160;326;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952008928571429;test;0.648853193333333;3;160;326;4;4;140;binomial
586_fri_c3_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206064313007155;train;3.27841450333333;5;200;410;17;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312314582127609;test;3.27841450333333;5;200;410;17;25;700;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.562225893906345;train;1.601528115;5;200;410;22;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.759228387088001;test;1.601528115;5;200;410;22;25;70;continuous
nikuradse_1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.055613388694957;train;1.864646855;11;320;662;2;2;254;continuous
nikuradse_1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0760279271882752;test;1.864646855;11;320;662;2;2;254;continuous
vehicle;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861398254183876;train;1.69032437666667;5;200;410;12;13;593;multinomial
vehicle;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862203963955172;test;1.69032437666667;5;200;410;12;13;593;multinomial
analcatdata_happiness;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724950396825397;train;1.38262921;7;240;494;3;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.513888888888889;test;1.38262921;7;240;494;3;3;42;multinomial
606_fri_c2_1000_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782432940247829;train;1.46955497;5;200;410;9;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813748388019181;test;1.46955497;5;200;410;9;10;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508355719826061;train;1.41103734166667;5;200;410;13;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.571165911259394;test;1.41103734166667;5;200;410;13;25;700;continuous
mfeat_morphological;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950765679285841;train;2.28853852;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943664603982091;test;2.28853852;3;160;326;3;3;1400;multinomial
cleveland;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.681585465816235;train;3.64456357166667;8;13;218;13;13;213;multinomial
cleveland;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.632069830246914;test;3.64456357166667;8;13;218;13;13;213;multinomial
522_pm10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850683345778785;train;1.61811044166667;8;260;536;6;7;350;continuous
522_pm10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865490714130805;test;1.61811044166667;8;260;536;6;7;350;continuous
225_puma8NH;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.486676329242769;train;3.40893600666667;3;160;326;5;8;5735;continuous
225_puma8NH;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.551081204795962;test;3.40893600666667;3;160;326;5;8;5735;continuous
1030_ERA;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.71902221726493;train;0.6279457;3;160;326;2;4;700;continuous
1030_ERA;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.778846908247445;test;0.6279457;3;160;326;2;4;700;continuous
breast_w;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996765010351967;train;0.71062605;3;160;326;8;8;490;binomial
breast_w;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991236905721193;test;0.71062605;3;160;326;8;8;490;binomial
218_house_8L;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458503950917645;train;0.526411273333333;9;40;418;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.44396189024885;test;0.526411273333333;9;40;418;8;8;15949;continuous
620_fri_c1_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.258712903654045;train;1.32743968166667;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368485131289518;test;1.32743968166667;3;160;326;5;25;700;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810911484765308;train;1.59660045833333;12;20;484;6;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793776601919998;test;1.59660045833333;12;20;484;6;10;350;continuous
695_chatfield_4;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342788435667132;train;0.333580285;3;16;112;2;8;165;continuous
695_chatfield_4;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.323658823580966;test;0.333580285;3;16;112;2;8;165;continuous
ecoli;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965934910677591;train;2.210183385;9;280;578;6;6;229;multinomial
ecoli;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927658755163481;test;2.210183385;9;280;578;6;6;229;multinomial
624_fri_c0_100_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462931421920873;train;2.45269595666667;20;296;632;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551947959572678;test;2.45269595666667;20;296;632;5;5;70;continuous
contraceptive;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709743600169695;train;0.0785665216666667;3;9;60;2;9;1032;multinomial
contraceptive;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.686269560619525;test;0.0785665216666667;3;9;60;2;9;1032;multinomial
584_fri_c4_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838825426828653;train;0.89671105;3;160;326;13;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801931639775636;test;0.89671105;3;160;326;13;24;350;continuous
mfeat_karhunen;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.686441533333333;3;58;138;38;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989484811894061;test;0.686441533333333;3;58;138;38;64;1400;multinomial
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816690194840237;train;0.850242391666667;3;160;326;8;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892406786412497;test;0.850242391666667;3;160;326;8;10;700;continuous
flags;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853612648556876;train;0.922603493316667;3;160;326;35;36;125;multinomial
flags;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.614083333333333;test;0.922603493316667;3;160;326;35;36;125;multinomial
294_satellite_image;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237282911262422;train;16.643507825;11;266;554;22;25;4505;continuous
294_satellite_image;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280069912742346;test;16.643507825;11;266;554;22;25;4505;continuous
biomed;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943356934610579;train;0.289997659983333;7;8;120;4;8;147;binomial
biomed;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957264957264957;test;0.289997659983333;7;8;120;4;8;147;binomial
1191_BNG_pbc;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795167313455518;train;33.40235036;3;36;146;16;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796300172825216;test;33.40235036;3;36;146;16;18;700000;continuous
texture;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999633879379522;train;4.31394630166667;6;220;452;12;12;3850;multinomial
texture;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9982703436867;test;4.31394630166667;6;220;452;12;12;3850;multinomial
waveform_21;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995933240791857;train;5.48505765333333;8;260;536;19;21;3500;multinomial
waveform_21;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965924901781259;test;5.48505765333333;8;260;536;19;21;3500;multinomial
allhyper;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97713621837768;train;32.4339002983333;7;25;266;25;25;2640;multinomial
allhyper;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989502016653656;test;32.4339002983333;7;25;266;25;25;2640;multinomial
607_fri_c4_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222751927675469;train;2.45448065166667;8;260;536;10;50;700;continuous
607_fri_c4_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356222202880027;test;2.45448065166667;8;260;536;10;50;700;continuous
635_fri_c0_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491381831747411;train;1.25259745333333;5;200;410;10;10;175;continuous
635_fri_c0_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.62822077925102;test;1.25259745333333;5;200;410;10;10;175;continuous
vowel;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124165149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963465739794963;train;0.433157215;7;13;194;8;13;693;multinomial
vowel;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124165149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946807366372883;test;0.433157215;7;13;194;8;13;693;multinomial
659_sleuth_ex1714;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265552265558195;train;0.569524936666667;3;160;326;1;2;33;continuous
659_sleuth_ex1714;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522075827755171;test;0.569524936666667;3;160;326;1;2;33;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841131338631767;train;0.328411193333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858062885155732;test;0.328411193333333;3;10;72;5;5;700;continuous
waveform_21;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125154405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966610853655191;train;0.189194081666667;3;21;114;21;21;3500;multinomial
waveform_21;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125154405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974107041072813;test;0.189194081666667;3;21;114;21;21;3500;multinomial
magic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867152826048591;train;3.84653768166667;6;9;112;9;9;13314;binomial
magic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862829635167548;test;3.84653768166667;6;9;112;9;9;13314;binomial
ann_thyroid;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991569506135247;train;26.514800615;5;20;170;3;20;5040;multinomial
ann_thyroid;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992970409096982;test;26.514800615;5;20;170;3;20;5040;multinomial
analcatdata_authorship;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.13371782166667;3;160;326;69;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.13371782166667;3;160;326;69;70;589;multinomial
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21179618825547;train;4.017132285;8;260;536;5;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286687645745858;test;4.017132285;8;260;536;5;100;700;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27857457788413;train;2.86181104;3;160;326;49;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458188169985416;test;2.86181104;3;160;326;49;72;742;continuous
mfeat_fourier;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981689686879696;train;0.422764081666667;3;50;138;24;76;1400;multinomial
mfeat_fourier;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962451520391679;test;0.422764081666667;3;50;138;24;76;1400;multinomial
Hill_Valley_without_noise;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0389901766666667;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0389901766666667;3;4;32;0;1;849;binomial
lupus;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842342342342342;train;0.496257503316667;3;160;326;2;2;61;binomial
lupus;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806060606060606;test;0.496257503316667;3;160;326;2;2;61;binomial
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914450380374928;train;11.8958840716667;5;200;410;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916790032444267;test;11.8958840716667;5;200;410;9;9;81648;continuous
clean1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126092329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;1.52756736168333;3;47;138;1;96;334;binomial
clean1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126092329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;1.52756736168333;3;47;138;1;96;334;binomial
heart_statlog;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934189588542851;train;1.55865382;8;13;208;7;13;189;binomial
heart_statlog;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853194103194103;test;1.55865382;8;13;208;7;13;189;binomial
dis;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99180698668007;train;8.30802240833333;20;447;934;3;25;2641;binomial
dis;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908139708072684;test;8.30802240833333;20;447;934;3;25;2641;binomial
nikuradse_1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.203031299856874;train;0.63424512665;3;160;326;1;2;254;continuous
nikuradse_1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.196746760116906;test;0.63424512665;3;160;326;1;2;254;continuous
contraceptive;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733872517991722;train;3.29584926166667;7;9;128;4;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694554699925852;test;3.29584926166667;7;9;128;4;9;1032;multinomial
waveform_40;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968733111707169;train;5.827430235;14;367;762;20;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970688296104996;test;5.827430235;14;367;762;20;40;3500;multinomial
1193_BNG_lowbwt;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.592271426857238;train;9.95758460833333;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.60032124155714;test;9.95758460833333;3;160;326;9;9;21773;continuous
594_fri_c2_100_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86061006260739;train;0.200343468333333;6;10;136;1;5;70;continuous
594_fri_c2_100_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882140811934344;test;0.200343468333333;6;10;136;1;5;70;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818527376599505;train;4.145258755;13;171;538;42;99;700;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83053382619858;test;4.145258755;13;171;538;42;99;700;continuous
wine_quality_white;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616900815938124;train;0.13612354;3;11;70;1;11;3429;multinomial
wine_quality_white;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.639495072381911;test;0.13612354;3;11;70;1;11;3429;multinomial
593_fri_c1_1000_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169229558190093;train;3.766730435;20;348;736;8;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32015812332284;test;3.766730435;20;348;736;8;10;700;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818379015253343;train;1.72955890833333;7;240;494;13;25;700;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830294281711488;test;1.72955890833333;7;240;494;13;25;700;continuous
mfeat_morphological;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917861506881231;train;0.0421890183333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910907866581868;test;0.0421890183333333;3;2;16;2;2;1400;multinomial
prnn_synth;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125145413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933071895424837;train;0.05686823;3;2;16;2;2;175;binomial
prnn_synth;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125145413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950714285714286;test;0.05686823;3;2;16;2;2;175;binomial
586_fri_c3_1000_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805354041179215;train;0.21299357;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839734846982881;test;0.21299357;3;85;176;5;25;700;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823402503438151;train;0.595689331666667;6;10;132;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8130868358185;test;0.595689331666667;6;10;132;5;5;350;continuous
calendarDOW;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898013465347159;train;1.32204188833333;6;220;452;13;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.869064448966739;test;1.32204188833333;6;220;452;13;14;280;multinomial
credit_a;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950701184760457;train;0.731092655;3;160;326;14;14;483;binomial
credit_a;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923553719008264;test;0.731092655;3;160;326;14;14;483;binomial
225_puma8NH;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743442642051777;train;1.85880154;5;200;410;2;8;5735;continuous
225_puma8NH;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.72912259842611;test;1.85880154;5;200;410;2;8;5735;continuous
analcatdata_creditscore;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9935;train;0.12891915;3;24;156;2;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962732919254658;test;0.12891915;3;24;156;2;6;70;binomial
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825181175943145;train;0.618274278333333;3;58;150;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8641033554992;test;0.618274278333333;3;58;150;5;50;700;continuous
1201_BNG_breastTumor;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914310233627516;train;3.53289912666667;6;18;230;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916211848503526;test;3.53289912666667;6;18;230;9;9;81648;continuous
1096_FacultySalaries;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228323218877334;train;0.60093284;3;160;326;1;2;35;continuous
1096_FacultySalaries;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.850956670639822;test;0.60093284;3;160;326;1;2;35;continuous
texture;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999986300750132;train;0.538029991666667;3;15;94;15;15;3850;multinomial
texture;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999052183431397;test;0.538029991666667;3;15;94;15;15;3850;multinomial
601_fri_c1_250_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797249281956455;train;0.118183193333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793625115069328;test;0.118183193333333;3;25;156;5;5;175;continuous
analcatdata_happiness;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902281746031746;train;0.0345425666666667;3;3;24;2;3;42;multinomial
analcatdata_happiness;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638888888888889;test;0.0345425666666667;3;3;24;2;3;42;multinomial
557_analcatdata_apnea1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.341481091226946;train;0.922510253333333;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.349988968714888;test;0.922510253333333;3;160;326;0;3;333;continuous
agaricus_lepiota;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.36912451;3;48;102;20;20;5702;binomial
agaricus_lepiota;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.36912451;3;48;102;20;20;5702;binomial
574_house_16H;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368813581673785;train;35.7419147933333;3;160;326;15;15;15949;continuous
574_house_16H;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40421678369214;test;35.7419147933333;3;160;326;15;15;15949;continuous
1089_USCrime;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.349298261776185;train;0.0772948183333333;3;10;80;2;2;33;continuous
1089_USCrime;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.725636740254912;test;0.0772948183333333;3;10;80;2;2;33;continuous
ring;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777169098872426;train;0.582221738333333;7;75;334;20;20;5180;binomial
ring;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763463000943918;test;0.582221738333333;7;75;334;20;20;5180;binomial
irish;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846436577004219;train;0.172318655;3;4;30;4;4;350;binomial
irish;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893168604651163;test;0.172318655;3;4;30;4;4;350;binomial
new_thyroid;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.07992424;6;5;66;5;5;151;multinomial
new_thyroid;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998353909465021;test;0.07992424;6;5;66;5;5;151;multinomial
mfeat_morphological;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125131222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916240363059055;train;0.0443731783333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125131222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914938600035641;test;0.0443731783333333;3;2;16;2;2;1400;multinomial
pima;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949444239744535;train;1.22111774833333;5;200;410;6;8;538;binomial
pima;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.815150032615786;test;1.22111774833333;5;200;410;6;8;538;binomial
564_fried;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486674055789154;train;6.116025495;5;200;410;8;10;28538;continuous
564_fried;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488406863713002;test;6.116025495;5;200;410;8;10;28538;continuous
allhypo;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974233514827482;train;7.93488035333333;20;429;898;18;24;2639;multinomial
allhypo;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962670093275281;test;7.93488035333333;20;429;898;18;24;2639;multinomial
pendigits;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99833492249737;train;0.79772455;5;16;152;15;16;7695;multinomial
pendigits;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996889051973565;test;0.79772455;5;16;152;15;16;7695;multinomial
616_fri_c4_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806462761093509;train;0.220824476666667;3;90;186;5;49;350;continuous
616_fri_c4_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.900006129155601;test;0.220824476666667;3;90;186;5;49;350;continuous
sonar;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125154727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932706766917293;train;0.659752713333333;8;151;384;25;60;146;binomial
sonar;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125154727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767195767195767;test;0.659752713333333;8;151;384;25;60;146;binomial
344_mv;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0251053049640538;train;36.4676330833333;3;160;326;5;9;28538;continuous
344_mv;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0265092320216356;test;36.4676330833333;3;160;326;5;9;28538;continuous
waveform_21;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966428387370207;train;0.453080195;7;21;248;17;21;3500;multinomial
waveform_21;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964193298031896;test;0.453080195;7;21;248;17;21;3500;multinomial
Hill_Valley_with_noise;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.555724262746491;train;1.62402758166667;8;260;536;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.514511712808032;test;1.62402758166667;8;260;536;1;1;849;binomial
666_rmftsa_ladata;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446684802846922;train;0.986590441666667;3;160;326;10;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413716752304596;test;0.986590441666667;3;160;326;10;10;356;continuous
analcatdata_authorship;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.2420034;3;56;138;53;70;589;multinomial
analcatdata_authorship;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999892264598147;test;0.2420034;3;56;138;53;70;589;multinomial
665_sleuth_case2002;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.680569411022311;train;0.438406443333333;9;30;418;2;6;103;continuous
665_sleuth_case2002;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77387241144759;test;0.438406443333333;9;30;418;2;6;103;continuous
344_mv;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.024633633915447;train;30.00996467;4;200;368;8;9;28538;continuous
344_mv;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0259928004428401;test;30.00996467;4;200;368;8;9;28538;continuous
cloud;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994970715558951;train;0.706225998333333;3;160;326;1;6;76;multinomial
cloud;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893518518518519;test;0.706225998333333;3;160;326;1;6;76;multinomial
cmc;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.778845507263881;train;1.69240471;5;200;410;6;9;1032;multinomial
cmc;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.749100605534285;test;1.69240471;5;200;410;6;9;1032;multinomial
601_fri_c1_250_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823297320914061;train;0.858367060016667;8;10;172;5;5;175;continuous
601_fri_c1_250_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757825457801183;test;0.858367060016667;8;10;172;5;5;175;continuous
657_fri_c2_250_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.749153404471929;train;0.803194041666667;5;20;210;10;10;175;continuous
657_fri_c2_250_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.930044124856431;test;0.803194041666667;5;20;210;10;10;175;continuous
optdigits;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997962456294614;train;3.78704034;5;184;378;42;59;3934;multinomial
optdigits;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997453442978842;test;3.78704034;5;184;378;42;59;3934;multinomial
634_fri_c2_100_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.755448071140144;train;1.85927535666667;8;244;504;6;10;70;continuous
634_fri_c2_100_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.767139069632378;test;1.85927535666667;8;244;504;6;10;70;continuous
225_puma8NH;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756385749346257;train;0.692417253333333;6;16;208;2;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.766087095109205;test;0.692417253333333;6;16;208;2;8;5735;continuous
503_wind;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470685499368098;train;1.69639526666667;6;204;420;12;14;4602;continuous
503_wind;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478891299658706;test;1.69639526666667;6;204;420;12;14;4602;continuous
634_fri_c2_100_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.663450500316872;train;0.30340468;6;45;302;9;9;70;continuous
634_fri_c2_100_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792643519560452;test;0.30340468;6;45;302;9;9;70;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259803776535804;train;1.35151701333333;8;257;530;5;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430278909000567;test;1.35151701333333;8;257;530;5;9;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790894498330182;train;0.862288658333333;3;160;326;5;5;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838345304197731;test;0.862288658333333;3;160;326;5;5;175;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805520901956562;train;2.27843754331667;20;292;624;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837213638718589;test;2.27843754331667;20;292;624;5;5;700;continuous
584_fri_c4_500_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820996525313206;train;0.94601892335;3;48;150;5;24;350;continuous
584_fri_c4_500_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796355601812177;test;0.94601892335;3;48;150;5;24;350;continuous
mfeat_zernike;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99419052213338;train;4.098605285;5;200;410;33;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978418254449712;test;4.098605285;5;200;410;33;33;1400;multinomial
haberman;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744204545454546;train;0.29656168;11;12;276;3;3;215;binomial
haberman;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670118343195266;test;0.29656168;11;12;276;3;3;215;binomial
appendicitis;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995555555555556;train;3.40269468666667;20;500;1040;4;4;75;binomial
appendicitis;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75;test;3.40269468666667;20;500;1040;4;4;75;binomial
690_visualizing_galaxy;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.104731686826799;train;0.609876938333333;3;160;326;4;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179597941032523;test;0.609876938333333;3;160;326;4;4;227;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213158143141489;train;2.72183440333333;16;372;776;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354743798333136;test;2.72183440333333;16;372;776;5;5;350;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445492018493611;train;0.885015961666667;9;50;402;24;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.570212424894073;test;0.885015961666667;9;50;402;24;25;70;continuous
547_no2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.620432651622375;train;0.23976726;5;35;226;7;7;350;continuous
547_no2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.708534610672008;test;0.23976726;5;35;226;7;7;350;continuous
saheart;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803203661327231;train;0.438677658333333;8;36;368;9;9;324;binomial
saheart;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759617682198327;test;0.438677658333333;8;36;368;9;9;324;binomial
clean1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.454755981666667;3;112;230;1;89;334;binomial
clean1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.454755981666667;3;112;230;1;89;334;binomial
glass2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999092558983666;train;2.07403426833333;11;320;662;7;9;115;binomial
glass2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901996370235935;test;2.07403426833333;11;320;662;7;9;115;binomial
pendigits;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997817634595507;train;1.25566265833333;5;16;140;15;16;7695;multinomial
pendigits;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997076128975239;test;1.25566265833333;5;16;140;15;16;7695;multinomial
breast;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992997121853746;train;0.822789268333333;3;160;326;5;10;490;binomial
breast;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975128468653649;test;0.822789268333333;3;160;326;5;10;490;binomial
segmentation;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999611153567928;train;1.28327284333333;3;160;326;10;14;1617;multinomial
segmentation;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996003186961483;test;1.28327284333333;3;160;326;10;14;1617;multinomial
new_thyroid;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999332264957265;train;0.0417943983333333;3;5;36;2;5;151;multinomial
new_thyroid;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991624317711274;test;0.0417943983333333;3;5;36;2;5;151;multinomial
1201_BNG_breastTumor;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124193928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914122675848654;train;0.732017818333333;6;45;292;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124193928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91649197101744;test;0.732017818333333;6;45;292;9;9;81648;continuous
heart_c;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922631766381766;train;0.669302833333333;3;160;326;10;13;213;binomial
heart_c;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909970238095238;test;0.669302833333333;3;160;326;10;13;213;binomial
waveform_40;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125203628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968217243302777;train;0.586643741666667;6;40;262;19;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125203628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974044775660607;test;0.586643741666667;6;40;262;19;40;3500;multinomial
653_fri_c0_250_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.43545289816114;train;1.01514280666667;7;50;318;23;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486456874533312;test;1.01514280666667;7;50;318;23;25;175;continuous
cloud;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998412698412698;train;2.70298120333333;14;380;788;3;5;76;multinomial
cloud;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740740740740741;test;2.70298120333333;14;380;788;3;5;76;multinomial
spambase;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.778385514519016;train;2.82447468666667;3;51;136;1;53;3221;binomial
spambase;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784276782010793;test;2.82447468666667;3;51;136;1;53;3221;binomial
527_analcatdata_election2000;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.447173318556087;train;0.036564915;3;2;16;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316811827466103;test;0.036564915;3;2;16;1;1;47;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805418905685344;train;0.186264021683333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837725093489719;test;0.186264021683333;3;10;72;5;5;700;continuous
diabetes;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835651493256262;train;0.30122736;6;32;284;8;8;538;binomial
diabetes;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854408749145591;test;0.30122736;6;32;284;8;8;538;binomial
analcatdata_cyyoung8092;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903114186851211;train;0.30965063;8;7;120;3;7;68;binomial
analcatdata_cyyoung8092;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935064935064935;test;0.30965063;8;7;120;3;7;68;binomial
1096_FacultySalaries;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.374525240468037;train;0.702611243333333;3;160;326;1;2;35;continuous
1096_FacultySalaries;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663657163783385;test;0.702611243333333;3;160;326;1;2;35;continuous
wine_quality_red;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946402608509747;train;6.711226335;20;500;1040;11;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.755989695766709;test;6.711226335;20;500;1040;11;11;1120;multinomial
contraceptive;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.723462449055799;train;1.91785073666667;10;252;524;7;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710517651362722;test;1.91785073666667;10;252;524;7;9;1032;multinomial
prnn_synth;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949803921568627;train;1.76025288666667;10;300;620;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905;test;1.76025288666667;10;300;620;2;2;175;binomial
591_fri_c1_100_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.877232994564062;train;0.36653989335;7;50;344;1;10;70;continuous
591_fri_c1_100_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.97654477489137;test;0.36653989335;7;50;344;1;10;70;continuous
diabetes;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83863410152362;train;0.847079235;15;32;634;7;8;538;binomial
diabetes;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839111548233751;test;0.847079235;15;32;634;7;8;538;binomial
623_fri_c4_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820514808394902;train;0.930681731683333;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826785978839079;test;0.930681731683333;3;160;326;5;10;700;continuous
analcatdata_germangss;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.736853645549298;train;0.738127665;3;160;326;1;5;280;multinomial
analcatdata_germangss;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.717135575218189;test;0.738127665;3;160;326;1;5;280;multinomial
620_fri_c1_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830109786881895;train;0.677987051666667;10;125;470;6;25;700;continuous
620_fri_c1_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.869122415286834;test;0.677987051666667;10;125;470;6;25;700;continuous
522_pm10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125152507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829239902307863;train;0.32552555;6;35;292;5;7;350;continuous
522_pm10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125152507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859657192373531;test;0.32552555;6;35;292;5;7;350;continuous
adult;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905803096826474;train;24.4737747133333;7;208;430;12;12;34190;binomial
adult;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902819899498419;test;24.4737747133333;7;208;430;12;12;34190;binomial
mfeat_factors;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999995470207862;train;24.0316700283333;3;66;138;94;136;1400;multinomial
mfeat_factors;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998767276460507;test;24.0316700283333;3;66;138;94;136;1400;multinomial
207_autoPrice;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503415254116546;train;1.062686055;6;204;420;4;9;112;continuous
207_autoPrice;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515290270284787;test;1.062686055;6;204;420;4;9;112;continuous
colic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942105604566684;train;0.740310583333333;3;160;326;10;22;258;binomial
colic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831757703081233;test;0.740310583333333;3;160;326;10;22;258;binomial
ring;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989623873617695;train;4.14372991833333;3;160;326;20;20;5180;binomial
ring;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985343484652347;test;4.14372991833333;3;160;326;20;20;5180;binomial
haberman;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.649436090225564;train;1.13815468666667;8;260;536;3;3;215;binomial
haberman;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.684931506849315;test;1.13815468666667;8;260;536;3;3;215;binomial
allhyper;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948691577823524;train;5.581590025;17;344;722;1;25;2640;multinomial
allhyper;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737815563813749;test;5.581590025;17;344;722;1;25;2640;multinomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.661888891683333;3;160;326;4;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989189189189189;test;0.661888891683333;3;160;326;4;4;185;binomial
credit_g;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950596788505023;train;2.90811667666667;10;300;620;16;20;700;binomial
credit_g;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.777802454055855;test;2.90811667666667;10;300;620;16;20;700;binomial
movement_libras;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977130890603002;train;29.7676562983333;8;21;290;20;21;252;multinomial
movement_libras;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917204990461793;test;29.7676562983333;8;21;290;20;21;252;multinomial
228_elusage;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.447621460307838;train;0.0717980833333333;5;2;24;1;1;39;continuous
228_elusage;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46016216328156;test;0.0717980833333333;5;2;24;1;1;39;continuous
529_pollen;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436039938047734;train;2.35314613333333;20;276;592;4;4;2694;continuous
529_pollen;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442445531000127;test;2.35314613333333;20;276;592;4;4;2694;continuous
coil2000;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747984093041973;train;8.87669581166667;8;260;536;9;59;6876;binomial
coil2000;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.703002533709737;test;8.87669581166667;8;260;536;9;59;6876;binomial
heart_h;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929729185543139;train;0.219892278333333;3;48;166;8;12;206;binomial
heart_h;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886616014026885;test;0.219892278333333;3;48;166;8;12;206;binomial
1096_FacultySalaries;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124191742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.281932974430977;train;0.117183693333333;5;10;118;1;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124191742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.549174997939409;test;0.117183693333333;5;10;118;1;2;35;continuous
pima;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851756325227217;train;1.28615324;8;8;132;8;8;538;binomial
pima;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82281474233529;test;1.28615324;8;8;132;8;8;538;binomial
542_pollution;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.683325754763591;train;1.721675525;7;240;494;5;10;42;continuous
542_pollution;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.769370798441647;test;1.721675525;7;240;494;5;10;42;continuous
wine_quality_white;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.640021026492606;train;5.22406565;14;380;788;1;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.615777078523851;test;5.22406565;14;380;788;1;11;3429;multinomial
654_fri_c0_500_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125143242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505084972297497;train;0.757410885;14;50;628;9;10;350;continuous
654_fri_c0_500_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125143242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.585037400529992;test;0.757410885;14;50;628;9;10;350;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126101245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.555400011878348;train;0.967637056666667;3;160;326;5;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126101245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562936191240727;test;0.967637056666667;3;160;326;5;6;66;continuous
195_auto_price;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46043183766072;train;1.13505138666667;5;200;410;10;10;112;continuous
195_auto_price;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43221355675028;test;1.13505138666667;5;200;410;10;10;112;continuous
saheart;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798739711934156;train;0.931795246666667;12;9;216;7;9;324;binomial
saheart;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784212880143113;test;0.931795246666667;12;9;216;7;9;324;binomial
227_cpu_small;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.345972160427691;train;0.869472535;5;24;158;1;12;5735;continuous
227_cpu_small;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.344411859691151;test;0.869472535;5;24;158;1;12;5735;continuous
192_vineyard;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.600807383004654;train;1.51929411333333;10;284;588;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.02487224425021;test;1.51929411333333;10;284;588;1;1;37;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840237178086119;train;0.967672528333333;3;160;326;5;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848338232801646;test;0.967672528333333;3;160;326;5;9;175;continuous
218_house_8L;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460363552931226;train;1.46542806166667;16;40;712;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.438066139301384;test;1.46542806166667;16;40;712;8;8;15949;continuous
breast_cancer_wisconsin;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99665327978581;train;0.756600931666667;3;160;326;17;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994175627240143;test;0.756600931666667;3;160;326;17;20;399;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940828402366864;train;1.49874184001667;8;260;536;5;6;65;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944444444444444;test;1.49874184001667;8;260;536;5;6;65;binomial
641_fri_c1_500_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865753962555521;train;1.35950877833333;5;200;410;6;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817204940846838;test;1.35950877833333;5;200;410;6;10;350;continuous
australian;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942145109317071;train;1.35445633333333;7;240;494;12;14;483;binomial
australian;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939173789173789;test;1.35445633333333;7;240;494;12;14;483;binomial
620_fri_c1_1000_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125102433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863598042829697;train;0.685770621666667;3;49;146;22;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125102433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818900637314649;test;0.685770621666667;3;49;146;22;25;700;continuous
sleep;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893886925085978;train;3.40456314;5;13;122;12;13;74136;multinomial
sleep;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892880070960707;test;3.40456314;5;13;122;12;13;74136;multinomial
617_fri_c3_500_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124192933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817207046273387;train;0.254465006666667;3;10;72;5;5;350;continuous
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biomed;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956126482213439;train;0.146578671666667;3;32;158;7;8;147;binomial
biomed;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970238095238095;test;0.146578671666667;3;32;158;7;8;147;binomial
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817154409218048;train;0.343943765;7;50;334;7;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892446002797037;test;0.343943765;7;50;334;7;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475055791873184;train;0.244583580016667;5;50;250;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50292528138302;test;0.244583580016667;5;50;250;6;10;700;continuous
503_wind;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359583274899489;train;9.18243549833333;6;220;452;14;14;4602;continuous
503_wind;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428869509597358;test;9.18243549833333;6;220;452;14;14;4602;continuous
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592_fri_c4_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838032456743989;train;0.16354641;3;85;176;10;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850161807390724;test;0.16354641;3;85;176;10;25;700;continuous
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allhyper;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125141121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979234430566398;test;5.80270780833333;14;364;756;17;25;2640;multinomial
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598_fri_c0_1000_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50449695343149;test;0.193892411666667;3;85;176;5;25;700;continuous
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659_sleuth_ex1714;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.391197799695524;train;0.0342836833333333;3;5;40;1;1;33;continuous
659_sleuth_ex1714;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.343300546202847;test;0.0342836833333333;3;5;40;1;1;33;continuous
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611_fri_c3_100_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.774081077432554;test;0.77900536;3;160;326;3;4;70;continuous
344_mv;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.393679261479977;train;1.65709471166667;6;20;256;8;10;28538;continuous
344_mv;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.39556774732394;test;1.65709471166667;6;20;256;8;10;28538;continuous
562_cpu_small;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.31680253050145;train;1.72198339666667;5;24;194;3;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.323418859426413;test;1.72198339666667;5;24;194;3;12;5735;continuous
583_fri_c1_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817934041807765;train;1.19432033333333;5;200;410;28;50;700;continuous
583_fri_c1_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843520587324612;test;1.19432033333333;5;200;410;28;50;700;continuous
movement_libras;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986579703518834;train;30.2179990633333;6;22;238;14;22;252;multinomial
movement_libras;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952045780393286;test;30.2179990633333;6;22;238;14;22;252;multinomial
haberman;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8193133553563;train;2.57479107333333;20;462;966;2;3;215;binomial
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597_fri_c2_500_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830420932269372;train;0.30512747165;3;10;72;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813911412923364;test;0.30512747165;3;10;72;5;5;350;continuous
heart_statlog;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950214495371416;train;0.49804338;3;13;86;12;13;189;binomial
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analcatdata_bankruptcy;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973684210526316;train;0.897848658333333;3;160;326;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851851851851852;test;0.897848658333333;3;160;326;2;3;35;binomial
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527_analcatdata_election2000;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395380768562944;test;0.53212867665;3;160;326;2;2;47;continuous
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574_house_16H;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486675484447119;test;10.09530933165;11;30;476;15;15;15949;continuous
fars;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125182934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914286531386233;train;31.6997700616833;1;120;242;21;21;70678;multinomial
fars;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125182934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895438157894927;test;31.6997700616833;1;120;242;21;21;70678;multinomial
analcatdata_germangss;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125142819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.827202931052569;train;0.0949311066666667;6;5;66;4;5;280;multinomial
analcatdata_germangss;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125142819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739274109147381;test;0.0949311066666667;6;5;66;4;5;280;multinomial
Hill_Valley_without_noise;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125131823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.530788081314397;train;0.826155686666667;5;200;410;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125131823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.456651925557398;test;0.826155686666667;5;200;410;1;1;849;binomial
666_rmftsa_ladata;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.619728600891568;train;1.3014494;16;50;712;3;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46523750992112;test;1.3014494;16;50;712;3;10;356;continuous
analcatdata_asbestos;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829254079254079;train;0.126067525;5;3;36;2;3;59;binomial
analcatdata_asbestos;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902097902097902;test;0.126067525;5;3;36;2;3;59;binomial
618_fri_c3_1000_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826970567056613;train;2.14956922833333;10;284;588;17;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883956481467628;test;2.14956922833333;10;284;588;17;50;700;continuous
iris;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995078995078995;train;0.751819525;3;160;326;1;3;105;multinomial
iris;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990196078431373;test;0.751819525;3;160;326;1;3;105;multinomial
556_analcatdata_apnea2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.301979552779332;train;1.07961993166667;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143621889484001;test;1.07961993166667;3;160;326;0;3;333;continuous
crx;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924653447973329;train;0.66901094665;3;160;326;14;14;483;binomial
crx;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903361344537815;test;0.66901094665;3;160;326;14;14;483;binomial
594_fri_c2_100_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879886235966445;train;0.86511559;3;160;326;1;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.90224185036475;test;0.86511559;3;160;326;1;5;70;continuous
dermatology;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996325142748208;train;0.910234911666667;3;160;326;26;26;257;multinomial
dermatology;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988730158730159;test;0.910234911666667;3;160;326;26;26;257;multinomial
wine_recognition;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.530313396666667;3;13;56;13;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.530313396666667;3;13;56;13;13;125;multinomial
560_bodyfat;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0847409909851857;train;1.339602645;6;204;420;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0726650893614482;test;1.339602645;6;204;420;1;13;177;continuous
pendigits;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999345965605198;train;3.65960281666667;3;160;326;16;16;7695;multinomial
pendigits;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999153101608427;test;3.65960281666667;3;160;326;16;16;7695;multinomial
fars;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915838434901186;train;43.5232464716667;1;120;242;21;21;70678;multinomial
fars;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920233237688983;test;43.5232464716667;1;120;242;21;21;70678;multinomial
631_fri_c1_500_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809425485218441;train;1.69918867666667;6;220;452;5;5;350;continuous
631_fri_c1_500_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863965647713838;test;1.69918867666667;6;220;452;5;5;350;continuous
hypothyroid;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948355569618028;train;1.12173190666667;14;80;628;9;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944186046511628;test;1.12173190666667;14;80;628;9;20;2215;binomial
294_satellite_image;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445427963423868;train;2.268550585;8;228;472;24;24;4505;continuous
294_satellite_image;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449639579839136;test;2.268550585;8;228;472;24;24;4505;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807703019078022;train;0.631111255;10;18;372;3;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862619369340954;test;0.631111255;10;18;372;3;9;70;continuous
page_blocks;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957672046709648;train;3.89614734666667;7;192;398;7;8;3832;multinomial
page_blocks;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961624475809181;test;3.89614734666667;7;192;398;7;8;3832;multinomial
1191_BNG_pbc;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795009993228282;train;39.174962335;1;120;242;18;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794262012193488;test;39.174962335;1;120;242;18;18;700000;continuous
641_fri_c1_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821852989421811;train;0.679156693333333;3;20;136;10;10;350;continuous
641_fri_c1_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869337692843445;test;0.679156693333333;3;20;136;10;10;350;continuous
645_fri_c3_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851999661602628;train;0.812415588333333;3;160;326;13;50;350;continuous
645_fri_c3_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83299229621657;test;0.812415588333333;3;160;326;13;50;350;continuous
589_fri_c2_1000_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792575350024996;train;0.861205858316667;3;50;146;19;25;700;continuous
589_fri_c2_1000_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846461469056769;test;0.861205858316667;3;50;146;19;25;700;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.884394896129013;train;25.63054163;5;200;410;5;9;81648;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.890840655130741;test;25.63054163;5;200;410;5;9;81648;continuous
allhypo;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836455102040816;train;30.631410095;10;25;422;15;25;2639;multinomial
allhypo;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828200341388289;test;30.631410095;10;25;422;15;25;2639;multinomial
547_no2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.664734964334239;train;0.658572993333333;3;160;326;7;7;350;continuous
547_no2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.686028736632693;test;0.658572993333333;3;160;326;7;7;350;continuous
621_fri_c0_100_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455974011700015;train;0.629839366666667;10;50;470;10;10;70;continuous
621_fri_c0_100_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.64745786151679;test;0.629839366666667;10;50;470;10;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.885282620735168;train;0.462697378333333;3;20;138;2;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.98173189691859;test;0.462697378333333;3;20;138;2;10;70;continuous
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623_fri_c4_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16931770460113;train;3.63787289;13;312;650;8;10;700;continuous
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650_fri_c0_500_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.560156599617895;test;0.66400252;10;209;448;35;50;350;continuous
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backache;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877572016460905;train;4.24433234166667;20;500;1040;31;31;126;binomial
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631_fri_c1_500_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837475846779366;train;0.207837433333333;6;25;282;5;5;350;continuous
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657_fri_c2_250_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237419034862529;train;2.04960330333333;10;300;620;4;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.424846617077371;test;2.04960330333333;10;300;620;4;10;175;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.584803679528369;train;0.760444141666667;3;160;326;10;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518561095146833;test;0.760444141666667;3;160;326;10;10;356;continuous
analcatdata_authorship;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.236989718333333;3;66;138;56;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999756985193878;test;0.236989718333333;3;66;138;56;70;589;multinomial
628_fri_c3_1000_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168412084877845;train;1.98028015833333;8;260;536;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266177614707628;test;1.98028015833333;8;260;536;5;5;700;continuous
analcatdata_boxing1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.659151193633952;train;0.749913298333333;3;160;326;2;3;84;binomial
analcatdata_boxing1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5609375;test;0.749913298333333;3;160;326;2;3;84;binomial
phoneme;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964306607364667;train;2.77762159;3;160;326;5;5;3783;binomial
phoneme;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931875100909784;test;2.77762159;3;160;326;5;5;3783;binomial
634_fri_c2_100_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.511533193925595;train;1.02345037;5;200;410;1;9;70;continuous
634_fri_c2_100_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.626836805448344;test;1.02345037;5;200;410;1;9;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125103126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461670151154135;train;1.60356901833333;8;260;536;4;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125103126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.587640351673172;test;1.60356901833333;8;260;536;4;10;70;continuous
cleve;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967211642112828;train;0.561091445;3;13;86;12;13;213;binomial
cleve;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831521739130435;test;0.561091445;3;13;86;12;13;213;binomial
banana;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545544762366278;train;0.100939525;3;2;16;2;2;3710;binomial
banana;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527261352163067;test;0.100939525;3;2;16;2;2;3710;binomial
634_fri_c2_100_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772582376804375;train;1.58050218333333;6;220;452;3;9;70;continuous
634_fri_c2_100_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860353096271682;test;1.58050218333333;6;220;452;3;9;70;continuous
titanic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803857956517623;train;0.544479621666667;8;28;352;7;7;1545;binomial
titanic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812445497066751;test;0.544479621666667;8;28;352;7;7;1545;binomial
allbp;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987573480954264;train;2.592356865;6;188;388;17;25;2641;multinomial
allbp;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97197656840514;test;2.592356865;6;188;388;17;25;2641;multinomial
519_vinnie;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479834061648916;train;0.0987127033333333;3;4;32;2;2;266;continuous
519_vinnie;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461393162056614;test;0.0987127033333333;3;4;32;2;2;266;continuous
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925;train;0.713371488333333;15;28;654;6;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96;test;0.713371488333333;15;28;654;6;7;68;binomial
617_fri_c3_500_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125141852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862535109878176;train;1.40792337;6;220;452;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125141852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.930052544447088;test;1.40792337;6;220;452;5;5;350;continuous
656_fri_c1_100_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827910304374932;train;0.438504445;7;10;156;5;5;70;continuous
656_fri_c1_100_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828461753923487;test;0.438504445;7;10;156;5;5;70;continuous
hungarian;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917579551382368;train;0.45528643;7;48;334;8;12;206;binomial
hungarian;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849595687331536;test;0.45528643;7;48;334;8;12;206;binomial
593_fri_c1_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807001448149582;train;0.121572796666667;3;50;166;9;10;700;continuous
593_fri_c1_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857762168484486;test;0.121572796666667;3;50;166;9;10;700;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795341267876329;train;0.205506178333333;3;90;186;10;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868057867804466;test;0.205506178333333;3;90;186;10;25;350;continuous
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623_fri_c4_1000_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210838297550293;train;0.87003515;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308319874764176;test;0.87003515;3;160;326;5;10;700;continuous
horse_colic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853858572812399;train;1.17489180166667;3;160;326;2;22;258;binomial
horse_colic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81954754330152;test;1.17489180166667;3;160;326;2;22;258;binomial
sleep;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89305176462688;train;31.8836305083333;4;180;368;12;13;74136;multinomial
sleep;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889678267452779;test;31.8836305083333;4;180;368;12;13;74136;multinomial
analcatdata_asbestos;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864219114219114;train;0.579594461666667;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951048951048951;test;0.579594461666667;3;160;326;3;3;59;binomial
glass2;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813861985472155;train;0.648655443333333;8;9;154;5;9;115;binomial
glass2;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6875;test;0.648655443333333;8;9;154;5;9;115;binomial
backache;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751214247166757;train;1.52438373833333;5;32;222;13;32;126;binomial
backache;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.654891304347826;test;1.52438373833333;5;32;222;13;32;126;binomial
clean1;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951746670017592;train;0.763276438333333;3;160;326;89;89;334;binomial
clean1;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886096014492754;test;0.763276438333333;3;160;326;89;89;334;binomial
225_puma8NH;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746699393003081;train;0.305144286666667;7;40;334;4;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77940751389609;test;0.305144286666667;7;40;334;4;8;5735;continuous
1595_poker;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751623621240413;train;219.036025685;0;100;200;5;10;717507;continuous
1595_poker;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751870033562381;test;219.036025685;0;100;200;5;10;717507;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806420422784349;train;1.88583755333333;6;220;452;4;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834164150377556;test;1.88583755333333;6;220;452;4;5;175;continuous
titanic;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125183134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859522115746746;train;5.31014601165;20;425;890;6;7;1545;binomial
titanic;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125183134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786475956663287;test;5.31014601165;20;425;890;6;7;1545;binomial
1201_BNG_breastTumor;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915364170067374;train;4.449243865;6;18;230;8;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917623656809587;test;4.449243865;6;18;230;8;9;81648;continuous
mfeat_morphological;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91624817722454;train;0.040232175;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914938600035641;test;0.040232175;3;2;16;2;2;1400;multinomial
712_chscase_geyser1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510427934758714;train;0.57791597;3;160;326;1;2;156;continuous
712_chscase_geyser1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.37813681733182;test;0.57791597;3;160;326;1;2;156;continuous
saheart;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803497942386831;train;1.032067;8;9;152;9;9;324;binomial
saheart;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780635062611807;test;1.032067;8;9;152;9;9;324;binomial
banana;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.597204196861899;train;4.99425560333333;20;500;1040;1;2;3710;binomial
banana;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.585335432637459;test;4.99425560333333;20;500;1040;1;2;3710;binomial
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26687482872402;train;2.907720555;6;220;452;5;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329608129028773;test;2.907720555;6;220;452;5;50;700;continuous
595_fri_c0_1000_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480747041308244;train;0.79866529;7;20;292;9;10;700;continuous
595_fri_c0_1000_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.51673425930505;test;0.79866529;7;20;292;9;10;700;continuous
225_puma8NH;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742809385882476;train;2.0884356;5;200;410;4;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.754219114349496;test;2.0884356;5;200;410;4;8;5735;continuous
heart_h;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923622130540569;train;0.852549288333333;5;200;410;11;12;206;binomial
heart_h;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898781134075252;test;0.852549288333333;5;200;410;11;12;206;binomial
ecoli;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964858083480306;train;1.23041100165;8;212;440;4;5;229;multinomial
ecoli;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949441102198455;test;1.23041100165;8;212;440;4;5;229;multinomial
collins;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.89727537665;6;220;452;1;20;340;multinomial
collins;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;2.89727537665;6;220;452;1;20;340;multinomial
582_fri_c1_500_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785896256365723;train;1.416613965;6;220;452;9;25;350;continuous
582_fri_c1_500_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872331298526981;test;1.416613965;6;220;452;9;25;350;continuous
643_fri_c2_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853005998067406;train;0.281288675;5;122;270;12;25;350;continuous
643_fri_c2_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874251755115499;test;0.281288675;5;122;270;12;25;350;continuous
breast;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992597846646297;train;0.78281818;3;160;326;9;9;490;binomial
breast;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987597225141896;test;0.78281818;3;160;326;9;9;490;binomial
auto;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126111458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92352739350022;train;7.268004945;11;20;340;16;20;142;multinomial
auto;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126111458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841432350718065;test;7.268004945;11;20;340;16;20;142;multinomial
allrep;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936745633333739;train;31.6853615416667;8;24;340;8;24;2641;multinomial
allrep;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896503107605847;test;31.6853615416667;8;24;340;8;24;2641;multinomial
movement_libras;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126094247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975409872751007;train;2.961421825;8;244;504;12;20;252;multinomial
movement_libras;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126094247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950603143455184;test;2.961421825;8;244;504;12;20;252;multinomial
cmc;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840399583729356;train;1.41768858333333;3;160;326;9;9;1032;multinomial
cmc;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.764431482958243;test;1.41768858333333;3;160;326;9;9;1032;multinomial
wine_quality_white;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.608903345705708;train;3.15787629;10;284;588;1;11;3429;multinomial
wine_quality_white;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.556043278083499;test;3.15787629;10;284;588;1;11;3429;multinomial
207_autoPrice;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.364974071105055;train;1.46373743501667;8;260;536;2;10;112;continuous
207_autoPrice;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459699084425687;test;1.46373743501667;8;260;536;2;10;112;continuous
547_no2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663152001790772;train;1.844504075;13;280;586;7;7;350;continuous
547_no2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.626118425909934;test;1.844504075;13;280;586;7;7;350;continuous
analcatdata_aids;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884868421052632;train;2.66269563333333;20;423;886;3;3;35;binomial
analcatdata_aids;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.62962962962963;test;2.66269563333333;20;423;886;3;3;35;binomial
sonar;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882441314553991;train;3.52251227;14;60;600;58;60;146;binomial
sonar;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881410256410256;test;3.52251227;14;60;600;58;60;146;binomial
597_fri_c2_500_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818648479849491;train;0.767927936666667;10;10;212;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837604779386032;test;0.767927936666667;10;10;212;5;5;350;continuous
analcatdata_japansolvent;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916666666666667;train;0.71643026665;5;184;378;4;4;37;binomial
analcatdata_japansolvent;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962962962962963;test;0.71643026665;5;184;378;4;4;37;binomial
687_sleuth_ex1605;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.645592779522021;train;0.356445441666667;6;10;132;5;5;44;continuous
687_sleuth_ex1605;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540738468937862;test;0.356445441666667;6;10;132;5;5;44;continuous
analcatdata_boxing2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959876543209877;train;0.629897471666667;3;160;326;2;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.695187165775401;test;0.629897471666667;3;160;326;2;3;93;binomial
1199_BNG_echoMonths;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125094505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.714197268453581;train;1.37410767166667;8;18;304;8;9;12248;continuous
1199_BNG_echoMonths;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125094505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704203106741383;test;1.37410767166667;8;18;304;8;9;12248;continuous
620_fri_c1_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857045796202896;train;1.24611565;5;50;230;10;25;700;continuous
620_fri_c1_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807272156891929;test;1.24611565;5;50;230;10;25;700;continuous
irish;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911941580756014;train;0.245464086666667;6;16;200;3;4;350;binomial
irish;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807990620490621;test;0.245464086666667;6;16;200;3;4;350;binomial
breast_w;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124184114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979453464013168;train;0.560933055;8;36;368;2;9;490;binomial
breast_w;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124184114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992817788272334;test;0.560933055;8;36;368;2;9;490;binomial
626_fri_c2_500_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880481676065819;train;1.68289463;6;220;452;5;50;350;continuous
626_fri_c2_500_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889931609428027;test;1.68289463;6;220;452;5;50;350;continuous
201_pol;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446340461165157;train;4.45665804666667;10;252;524;25;26;10500;continuous
201_pol;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457348282976601;test;4.45665804666667;10;252;524;25;26;10500;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861882235773053;train;0.311577115;7;50;334;3;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838732143663427;test;0.311577115;7;50;334;3;10;350;continuous
1030_ERA;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.733017718862855;train;1.15551107166667;6;220;452;4;4;700;continuous
1030_ERA;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793477495234798;test;1.15551107166667;6;220;452;4;4;700;continuous
bupa;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125114556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724328755892601;train;0.487406161666667;7;5;76;5;5;242;binomial
bupa;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125114556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.649885583524028;test;0.487406161666667;7;5;76;5;5;242;binomial
analcatdata_germangss;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125185524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817048990334125;train;1.18989675333333;9;5;96;5;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125185524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731582048555733;test;1.18989675333333;9;5;96;5;5;280;multinomial
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799306933520065;train;0.153278683333333;3;85;176;8;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854898059015879;test;0.153278683333333;3;85;176;8;25;700;continuous
hungarian;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915126050420168;train;1.53413675166667;6;220;452;7;12;206;binomial
hungarian;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889423076923077;test;1.53413675166667;6;220;452;7;12;206;binomial
663_rabe_266;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.147485990193524;train;0.0595818266666667;3;10;80;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.122736570735875;test;0.0595818266666667;3;10;80;2;2;84;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474856238929879;train;1.64975930166667;5;200;410;13;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466009150118217;test;1.64975930166667;5;200;410;13;25;175;continuous
627_fri_c2_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816604575740235;train;0.565358448333333;3;20;132;8;10;350;continuous
627_fri_c2_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845907219373451;test;0.565358448333333;3;20;132;8;10;350;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125155958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.325259803562339;train;1.63029770833333;7;224;462;1;3;333;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125155958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.311050212323537;test;1.63029770833333;7;224;462;1;3;333;continuous
cloud;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.645402437069104;train;0.60580253;3;160;326;5;5;76;multinomial
cloud;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.418490460157127;test;0.60580253;3;160;326;5;5;76;multinomial
626_fri_c2_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814508074158132;train;0.828980518316667;3;160;326;5;50;350;continuous
626_fri_c2_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840342840195515;test;0.828980518316667;3;160;326;5;50;350;continuous
218_house_8L;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126115253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449783861364481;train;0.357534781683333;6;40;292;8;8;15949;continuous
218_house_8L;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126115253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431660262559656;test;0.357534781683333;6;40;292;8;8;15949;continuous
credit_a;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928377861932391;train;0.671908813333333;3;160;326;12;13;483;binomial
credit_a;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898321071495944;test;0.671908813333333;3;160;326;12;13;483;binomial
magic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86673378395311;train;5.14779064666667;20;268;576;9;9;13314;binomial
magic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862098078069559;test;5.14779064666667;20;268;576;9;9;13314;binomial
230_machine_cpu;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.211180998110702;train;2.22313421333333;12;340;704;6;6;147;continuous
230_machine_cpu;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.325773480397545;test;2.22313421333333;12;340;704;6;6;147;continuous
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heart_c;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896465903434545;test;1.82776626166667;10;300;620;6;13;213;binomial
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heart_c;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893353174603175;test;1.08802947333333;8;13;208;6;13;213;binomial
527_analcatdata_election2000;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.103124890294562;train;0.644666571666667;3;160;326;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.174600508334841;test;0.644666571666667;3;160;326;1;1;47;continuous
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analcatdata_boxing1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.175816635;10;3;66;3;3;84;binomial
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648_fri_c1_250_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74743985603972;train;0.9886889;20;228;516;7;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836073441311639;test;0.9886889;20;228;516;7;50;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835421781542662;train;1.383587775;8;50;360;15;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842821259690621;test;1.383587775;8;50;360;15;25;175;continuous
wine_recognition;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.201190196666667;7;13;186;6;13;125;multinomial
wine_recognition;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998917748917749;test;0.201190196666667;7;13;186;6;13;125;multinomial
fars;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126103432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913337564979082;train;31.3437779183333;0;100;200;21;21;70678;multinomial
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labor;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.54405407;8;59;376;4;15;40;binomial
labor;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.54405407;8;59;376;4;15;40;binomial
letter;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125130212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995262447258483;train;23.7624650183333;9;280;578;14;16;14000;multinomial
letter;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125130212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992384422228717;test;23.7624650183333;9;280;578;14;16;14000;multinomial
592_fri_c4_1000_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832659678147208;train;0.172949453333333;3;85;176;8;25;700;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811270979300426;test;0.172949453333333;3;85;176;8;25;700;continuous
574_house_16H;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.494634697785467;train;5.424409625;9;280;578;15;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477448525205745;test;5.424409625;9;280;578;15;15;15949;continuous
shuttle;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942915621078743;train;1.58572326666667;6;8;104;6;8;40600;multinomial
shuttle;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93740837176314;test;1.58572326666667;6;8;104;6;8;40600;multinomial
coil2000;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708055935240731;train;3.59403901666667;0;5;10;2;59;6876;binomial
coil2000;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.698428955271061;test;3.59403901666667;0;5;10;2;59;6876;binomial
new_thyroid;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124180927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999111111111111;train;0.306572091666667;3;5;36;3;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124180927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996707818930041;test;0.306572091666667;3;5;36;3;5;151;multinomial
647_fri_c1_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802423188055407;train;0.96288757;10;20;412;8;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842495520946375;test;0.96288757;10;20;412;8;10;175;continuous
tae;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.531883394383394;train;0.096114665;6;5;68;1;5;106;multinomial
tae;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.408660130718954;test;0.096114665;6;5;68;1;5;106;multinomial
606_fri_c2_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790820587391417;train;0.867694471683333;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801461831528567;test;0.867694471683333;3;160;326;5;10;700;continuous
656_fri_c1_100_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.982253344905397;train;0.281040853333333;7;25;332;0;5;70;continuous
656_fri_c1_100_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.956504639218263;test;0.281040853333333;7;25;332;0;5;70;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832934714315517;train;0.565796468333333;11;50;502;4;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89743451834388;test;0.565796468333333;11;50;502;4;10;350;continuous
ecoli;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977386860036405;train;0.0865987266666667;6;5;66;4;5;229;multinomial
ecoli;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964398819108964;test;0.0865987266666667;6;5;66;4;5;229;multinomial
analcatdata_boxing2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770541549953315;train;5.050526895;20;500;1040;1;3;93;binomial
analcatdata_boxing2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.568421052631579;test;5.050526895;20;500;1040;1;3;93;binomial
credit_g;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.809810039022622;train;0.222146535;3;77;166;8;20;700;binomial
credit_g;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.785575481650103;test;0.222146535;3;77;166;8;20;700;binomial
624_fri_c0_100_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.584757662225457;train;0.15713838;3;25;166;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457495260081881;test;0.15713838;3;25;166;5;5;70;continuous
biomed;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990808823529412;train;0.550379938333333;3;160;326;2;8;147;binomial
biomed;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827850877192983;test;0.550379938333333;3;160;326;2;8;147;binomial
564_fried;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487576733179805;train;3.51581994166667;3;160;326;10;10;28538;continuous
564_fried;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489360158471891;test;3.51581994166667;3;160;326;10;10;28538;continuous
nikuradse_2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821585222199037;train;0.04277478;3;5;40;0;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.774931503822394;test;0.04277478;3;5;40;0;1;254;continuous
buggyCrx;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914690552621587;train;0.925699921666667;6;13;160;10;13;483;binomial
buggyCrx;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919431051108968;test;0.925699921666667;6;13;160;10;13;483;binomial
649_fri_c0_500_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4539119725261;train;0.306537995;3;10;72;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478134570288481;test;0.306537995;3;10;72;5;5;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835570546395025;train;1.22863307666667;7;20;290;4;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841551569894081;test;1.22863307666667;7;20;290;4;10;350;continuous
624_fri_c0_100_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305801509663701;train;1.49990366666667;8;260;536;5;5;70;continuous
624_fri_c0_100_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.533009966857632;test;1.49990366666667;8;260;536;5;5;70;continuous
wdbc;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997176646068613;train;1.50195956833333;5;21;196;20;21;399;binomial
wdbc;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999393939393939;test;1.50195956833333;5;21;196;20;21;399;binomial
581_fri_c3_500_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195599545586919;train;2.75149553166667;20;315;670;5;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300600265560775;test;2.75149553166667;20;315;670;5;25;350;continuous
analcatdata_cyyoung8092;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945911949685535;train;0.534689578333333;11;28;502;6;7;68;binomial
analcatdata_cyyoung8092;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838888888888889;test;0.534689578333333;11;28;502;6;7;68;binomial
1030_ERA;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126092526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.71422250409547;train;0.734884948333333;3;160;326;2;4;700;continuous
1030_ERA;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126092526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.785148274800292;test;0.734884948333333;3;160;326;2;4;700;continuous
calendarDOW;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989052753494246;train;2.43682741;12;333;690;11;14;280;multinomial
calendarDOW;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.823260714285714;test;2.43682741;12;333;690;11;14;280;multinomial
621_fri_c0_100_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564033845072255;train;1.33597174165;5;200;410;10;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.598419188300078;test;1.33597174165;5;200;410;10;10;70;continuous
titanic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80599075580564;train;1.00850863333333;3;160;326;7;7;1545;binomial
titanic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.790718839983546;test;1.00850863333333;3;160;326;7;7;1545;binomial
collins;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.808927806666667;7;20;242;6;20;340;multinomial
collins;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976376069582591;test;0.808927806666667;7;20;242;6;20;340;multinomial
analcatdata_bankruptcy;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125093019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973684210526316;train;0.49799036;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125093019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888888888888889;test;0.49799036;3;160;326;3;3;35;binomial
nikuradse_2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125181956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816334943194554;train;0.0998952216666667;7;5;80;1;1;254;continuous
nikuradse_2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125181956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764610785542405;test;0.0998952216666667;7;5;80;1;1;254;continuous
mfeat_karhunen;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999845532788556;train;2.98743997666667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996566947081698;test;2.98743997666667;3;160;326;64;64;1400;multinomial
hepatitis;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900180668473352;train;3.16492612;15;19;566;12;19;109;binomial
hepatitis;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84390243902439;test;3.16492612;15;19;566;12;19;109;binomial
598_fri_c0_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510125171284371;train;0.701540976666667;3;50;146;6;25;700;continuous
598_fri_c0_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505416376006215;test;0.701540976666667;3;50;146;6;25;700;continuous
658_fri_c3_250_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812991280234615;train;0.344529598333333;5;120;270;3;24;175;continuous
658_fri_c3_250_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888361196048305;test;0.344529598333333;5;120;270;3;24;175;continuous
207_autoPrice;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124155346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619477594928072;train;3.132070965;16;404;840;9;9;112;continuous
207_autoPrice;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124155346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857164029278697;test;3.132070965;16;404;840;9;9;112;continuous
new_thyroid;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999238095238095;train;0.758970425;3;160;326;3;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993415637860082;test;0.758970425;3;160;326;3;5;151;multinomial
678_visualizing_environmental;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.759455596178293;train;0.286996706683333;6;6;84;2;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.75401654439377;test;0.286996706683333;6;6;84;2;3;78;continuous
diabetes;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836153433887145;train;1.02095746833333;6;220;452;8;8;538;binomial
diabetes;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844766822391607;test;1.02095746833333;6;220;452;8;8;538;binomial
cleve;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95697089471793;train;0.516028065;8;52;376;7;13;213;binomial
cleve;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812252964426877;test;0.516028065;8;52;376;7;13;213;binomial
horse_colic;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889024149503191;train;3.084546295;20;408;856;2;22;258;binomial
horse_colic;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854188034188034;test;3.084546295;20;408;856;2;22;258;binomial
nikuradse_1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.191452951281158;train;0.0696826333333333;3;10;80;2;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.180379727324104;test;0.0696826333333333;3;10;80;2;2;254;continuous
calendarDOW;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82389623491677;train;0.206480271666667;6;16;148;2;16;280;multinomial
calendarDOW;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.728157651943259;test;0.206480271666667;6;16;148;2;16;280;multinomial
616_fri_c4_500_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814953122496467;train;0.236936608333333;3;90;186;5;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832921098691619;test;0.236936608333333;3;90;186;5;50;350;continuous
banana;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;4.09325593833333;19;463;964;1;2;3710;binomial
banana;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;4.09325593833333;19;463;964;1;2;3710;binomial
biomed;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99901185770751;train;0.603116728333333;3;160;326;6;8;147;binomial
biomed;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948809523809524;test;0.603116728333333;3;160;326;6;8;147;binomial
analcatdata_boxing2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126092844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678300094966762;train;0.149679323333333;5;3;36;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126092844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693850267379679;test;0.149679323333333;5;3;36;1;3;93;binomial
657_fri_c2_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.737290650600374;train;1.63297901501667;7;240;494;10;10;175;continuous
657_fri_c2_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.922140200722601;test;1.63297901501667;7;240;494;10;10;175;continuous
695_chatfield_4;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342432494974351;train;0.622050356666667;3;18;124;3;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353507974080512;test;0.622050356666667;3;18;124;3;9;165;continuous
626_fri_c2_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787235157167176;train;0.852231370016667;3;160;326;32;50;350;continuous
626_fri_c2_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875196974488945;test;0.852231370016667;3;160;326;32;50;350;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160947074912127;train;2.71807472166667;14;348;724;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28823815124823;test;2.71807472166667;14;348;724;5;10;700;continuous
1089_USCrime;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408176252739412;train;0.069202245;3;10;74;2;2;33;continuous
1089_USCrime;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.359973673774681;test;0.069202245;3;10;74;2;2;33;continuous
557_analcatdata_apnea1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.1766272030076;train;0.0850273233333333;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292490958574829;test;0.0850273233333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.143229962646026;train;3.53389411;20;479;998;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144260597338203;test;3.53389411;20;479;998;3;3;333;continuous
horse_colic;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882464641173389;train;1.24889748166667;15;87;678;2;22;258;binomial
horse_colic;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877582644628099;test;1.24889748166667;15;87;678;2;22;258;binomial
calendarDOW;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125111637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900888520145867;train;26.05772328665;10;13;264;13;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125111637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.77477806122449;test;26.05772328665;10;13;264;13;13;280;multinomial
analcatdata_happiness;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.721230158730159;train;0.568621488333333;3;150;306;2;3;42;multinomial
analcatdata_happiness;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.621527777777778;test;0.568621488333333;3;150;306;2;3;42;multinomial
mfeat_factors;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998320090816547;train;2.56071984666667;3;160;326;21;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99686862309289;test;2.56071984666667;3;160;326;21;136;1400;multinomial
207_autoPrice;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369613558294065;train;1.32581483666667;8;22;352;5;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530582914625122;test;1.32581483666667;8;22;352;5;11;112;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.692545375491424;train;0.0827858333333333;3;6;48;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.927054434332412;test;0.0827858333333333;3;6;48;3;3;78;continuous
irish;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852485495780591;train;1.16670159666667;5;200;410;3;4;350;binomial
irish;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898164970930232;test;1.16670159666667;5;200;410;3;4;350;binomial
cmc;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.741324669560316;train;5.21837847;11;9;200;8;9;1032;multinomial
cmc;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.704414283195796;test;5.21837847;11;9;200;8;9;1032;multinomial
cloud;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;3.36018001166667;13;360;746;2;6;76;multinomial
cloud;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;3.36018001166667;13;360;746;2;6;76;multinomial
611_fri_c3_100_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814916626906696;train;1.997409875;8;244;504;4;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.701969615924524;test;1.997409875;8;244;504;4;4;70;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799776481931608;train;1.212380965;6;48;276;9;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805433699675824;test;1.212380965;6;48;276;9;24;350;continuous
647_fri_c1_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273189329516552;train;1.08546152666667;5;200;410;5;10;175;continuous
647_fri_c1_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.474061949371657;test;1.08546152666667;5;200;410;5;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837023578004503;train;0.568236805;3;20;134;10;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785138472934281;test;0.568236805;3;20;134;10;10;175;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355206786603334;train;5.57380211168333;20;500;1040;1;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272383021564486;test;5.57380211168333;20;500;1040;1;3;333;continuous
503_wind;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481075574218934;train;1.67911822333333;10;220;460;6;14;4602;continuous
503_wind;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48582033705815;test;1.67911822333333;10;220;460;6;14;4602;continuous
1191_BNG_pbc;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79506326187718;train;6.32367913833333;9;90;428;16;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796324724267775;test;6.32367913833333;9;90;428;16;18;700000;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830348855240521;train;0.429213613333333;6;150;312;6;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847307743661181;test;0.429213613333333;6;150;312;6;50;700;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799348350026916;train;0.922248708333333;3;160;326;5;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82757579146754;test;0.922248708333333;3;160;326;5;9;70;continuous
210_cloud;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.210808107325259;train;0.52939084;7;10;152;5;5;76;continuous
210_cloud;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316467497169013;test;0.52939084;7;10;152;5;5;76;continuous
197_cpu_act;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.275017993901142;train;2.30591127665;5;200;410;4;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287530101073886;test;2.30591127665;5;200;410;4;17;5735;continuous
hypothyroid;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940704618969633;train;0.231605643333333;3;68;166;18;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897155361050328;test;0.231605643333333;3;68;166;18;20;2215;binomial
hungarian;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879201680672269;train;0.412099223316667;7;48;334;2;12;206;binomial
hungarian;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83840811965812;test;0.412099223316667;7;48;334;2;12;206;binomial
616_fri_c4_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840899640058358;train;0.77085324;3;160;326;14;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877906584346247;test;0.77085324;3;160;326;14;49;350;continuous
623_fri_c4_1000_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205273333882896;train;2.08584116;10;268;556;4;10;700;continuous
623_fri_c4_1000_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306429751445957;test;2.08584116;10;268;556;4;10;700;continuous
diabetes;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837807212311462;train;0.247772161666667;5;32;242;8;8;538;binomial
diabetes;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839193508728793;test;0.247772161666667;5;32;242;8;8;538;binomial
cleve;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126093211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954365792310456;train;0.401989013333333;6;52;292;12;13;213;binomial
cleve;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126093211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824110671936759;test;0.401989013333333;6;52;292;12;13;213;binomial
magic;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845617451768457;train;1.024559445;10;36;440;8;9;13314;binomial
magic;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82763831792958;test;1.024559445;10;36;440;8;9;13314;binomial
557_analcatdata_apnea1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341481091226946;train;0.714296373333333;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349988968714888;test;0.714296373333333;3;160;326;0;3;333;continuous
mfeat_factors;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999949680369806;train;2.95192743666667;3;160;326;92;130;1400;multinomial
mfeat_factors;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999529885435641;test;2.95192743666667;3;160;326;92;130;1400;multinomial
mfeat_fourier;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993402349757565;train;1.033397655;6;73;264;53;76;1400;multinomial
mfeat_fourier;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944748239443831;test;1.033397655;6;73;264;53;76;1400;multinomial
new_thyroid;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997700637887554;train;0.0443855316666667;3;5;36;2;5;151;multinomial
new_thyroid;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0443855316666667;3;5;36;2;5;151;multinomial
615_fri_c4_250_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823920155297752;train;1.00952566333333;9;20;364;6;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.748545344223183;test;1.00952566333333;9;20;364;6;10;175;continuous
503_wind;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458433148701052;train;1.56418456833333;3;28;120;14;14;4602;continuous
503_wind;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457699733094548;test;1.56418456833333;3;28;120;14;14;4602;continuous
690_visualizing_galaxy;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.311718009993184;train;0.18525374;6;20;236;4;4;227;continuous
690_visualizing_galaxy;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.294511499146628;test;0.18525374;6;20;236;4;4;227;continuous
waveform_40;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971218621426333;train;15.1079143333333;5;40;220;39;40;3500;multinomial
waveform_40;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973448912457211;test;15.1079143333333;5;40;220;39;40;3500;multinomial
609_fri_c0_1000_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481087925146446;train;0.106728738333333;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484865913666148;test;0.106728738333333;3;25;156;5;5;700;continuous
230_machine_cpu;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.250562164042418;train;0.38646827;3;12;88;6;6;147;continuous
230_machine_cpu;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.267322717704538;test;0.38646827;3;12;88;6;6;147;continuous
vehicle;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125201122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94258593755238;train;1.337070795;3;13;78;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125201122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93697495604522;test;1.337070795;3;13;78;13;13;593;multinomial
1199_BNG_echoMonths;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.690303981598391;train;24.8456567183333;11;320;662;7;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.688005969309858;test;24.8456567183333;11;320;662;7;9;12248;continuous
210_cloud;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164770925675899;train;1.09849050166667;7;240;494;5;5;76;continuous
210_cloud;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.37896890206611;test;1.09849050166667;7;240;494;5;5;76;continuous
227_cpu_small;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.120078128900332;train;21.0052677533333;13;308;642;11;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157950305773492;test;21.0052677533333;13;308;642;11;12;5735;continuous
iris;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994088811995386;train;0.719332681666667;3;160;326;1;3;105;multinomial
iris;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990885416666667;test;0.719332681666667;3;160;326;1;3;105;multinomial
vowel;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959208675141932;train;0.203578355;3;13;88;8;13;693;multinomial
vowel;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960373040638823;test;0.203578355;3;13;88;8;13;693;multinomial
227_cpu_small;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31863738267741;train;0.373566755;7;60;344;3;12;5735;continuous
227_cpu_small;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.312698994983213;test;0.373566755;7;60;344;3;12;5735;continuous
labor;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.577124873333333;3;160;326;10;15;40;binomial
labor;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942307692307692;test;0.577124873333333;3;160;326;10;15;40;binomial
542_pollution;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611324648347029;train;1.2525232;5;200;410;7;12;42;continuous
542_pollution;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.763658621788065;test;1.2525232;5;200;410;7;12;42;continuous
clean2;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124211217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970063478477943;train;3.59301479666667;11;272;566;103;109;4619;binomial
clean2;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124211217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965333035225916;test;3.59301479666667;11;272;566;103;109;4619;binomial
648_fri_c1_250_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377644166619809;train;2.73002661;12;340;704;2;50;175;continuous
648_fri_c1_250_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.549266010631998;test;2.73002661;12;340;704;2;50;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463854781686917;train;0.771648171666667;3;160;326;2;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.557474698406718;test;0.771648171666667;3;160;326;2;25;175;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822440785213547;train;1.55502166833333;7;20;290;10;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837255043057025;test;1.55502166833333;7;20;290;10;10;700;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594823367098053;train;10.5682295733333;3;160;326;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.608436851712019;test;10.5682295733333;3;160;326;8;9;21773;continuous
542_pollution;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490759799385739;train;1.78833708;11;272;566;9;11;42;continuous
542_pollution;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748272957113981;test;1.78833708;11;272;566;9;11;42;continuous
542_pollution;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604497240731322;train;0.266864163333333;5;65;260;6;13;42;continuous
542_pollution;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.627350118860976;test;0.266864163333333;5;65;260;6;13;42;continuous
sleep;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.59409286712504;train;58.5615774816667;1;13;36;10;13;74136;multinomial
sleep;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.59197152515561;test;58.5615774816667;1;13;36;10;13;74136;multinomial
597_fri_c2_500_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828471523694978;train;0.669445163333333;7;10;152;5;5;350;continuous
597_fri_c2_500_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826442255902466;test;0.669445163333333;7;10;152;5;5;350;continuous
phoneme;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804032989218175;train;0.355701526666667;7;20;224;5;5;3783;binomial
phoneme;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794198378041173;test;0.355701526666667;7;20;224;5;5;3783;binomial
confidence;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941991341991342;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925555555555556;test;;-Inf;-Inf;;1;1;51;multinomial
credit_g;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804571269984439;train;1.043005885;3;160;326;20;20;700;binomial
credit_g;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.790665786399878;test;1.043005885;3;160;326;20;20;700;binomial
allrep;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916656902189107;train;30.1602082866667;8;24;330;7;24;2641;multinomial
allrep;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894249339093535;test;30.1602082866667;8;24;330;7;24;2641;multinomial
flags;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.771124918778428;train;1.16428992831667;5;200;410;3;40;125;multinomial
flags;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.578633557800225;test;1.16428992831667;5;200;410;3;40;125;multinomial
cmc;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741778062231093;train;0.223560305;8;9;152;8;9;1032;multinomial
cmc;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.704876006346595;test;0.223560305;8;9;152;8;9;1032;multinomial
611_fri_c3_100_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879132543582115;train;0.80513297665;3;160;326;4;4;70;continuous
611_fri_c3_100_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.900840986200198;test;0.80513297665;3;160;326;4;4;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.687322926371759;train;1.67021235666667;20;125;900;11;25;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569032448408569;test;1.67021235666667;20;125;900;11;25;70;continuous
663_rabe_266;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.149135455328003;train;0.0689226416666667;3;4;32;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.12402759630923;test;0.0689226416666667;3;4;32;2;2;84;continuous
706_sleuth_case1202;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.589135814635621;train;0.64079353;3;160;326;3;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.71453801734619;test;0.64079353;3;160;326;3;6;66;continuous
634_fri_c2_100_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479367378296915;train;1.158513;6;220;452;1;9;70;continuous
634_fri_c2_100_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.586656371159292;test;1.158513;6;220;452;1;9;70;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852878259033897;train;0.176607996666667;3;85;176;4;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.899095639909286;test;0.176607996666667;3;85;176;4;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849697458395732;train;0.502730265;8;125;386;25;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792444066512906;test;0.502730265;8;125;386;25;25;700;continuous
analcatdata_japansolvent;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.46942266;3;160;326;4;4;37;binomial
analcatdata_japansolvent;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.785714285714286;test;0.46942266;3;160;326;4;4;37;binomial
mfeat_karhunen;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999322967531169;train;21.2317855083333;3;57;138;45;64;1400;multinomial
mfeat_karhunen;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998762544855344;test;21.2317855083333;3;57;138;45;64;1400;multinomial
601_fri_c1_250_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125202022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845201697911098;train;1.22389769666667;5;200;410;3;5;175;continuous
601_fri_c1_250_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125202022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8348656885407;test;1.22389769666667;5;200;410;3;5;175;continuous
wine_quality_red;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801578574482522;train;2.39339998666667;7;208;430;6;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82496070719999;test;2.39339998666667;7;208;430;6;11;1120;multinomial
satimage;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958055593496691;train;0.535348773333333;6;25;244;6;25;4505;multinomial
satimage;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.957077571295886;test;0.535348773333333;6;25;244;6;25;4505;multinomial
Hill_Valley_with_noise;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.647219755826859;train;3.26798269333333;15;400;830;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.513705907352316;test;3.26798269333333;15;400;830;1;1;849;binomial
glass;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928137965142767;train;0.171741421666667;7;9;132;6;9;144;multinomial
glass;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826531746031746;test;0.171741421666667;7;9;132;6;9;144;multinomial
adult;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919280736434985;train;30.9190098583333;4;180;368;12;12;34190;binomial
adult;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909265419783367;test;30.9190098583333;4;180;368;12;12;34190;binomial
586_fri_c3_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126094058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193007042934526;train;1.61040946833333;3;160;326;10;25;700;continuous
586_fri_c3_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126094058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292353702682214;test;1.61040946833333;3;160;326;10;25;700;continuous
591_fri_c1_100_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280389716940373;train;1.09684243666667;5;200;410;5;10;70;continuous
591_fri_c1_100_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479592932612456;test;1.09684243666667;5;200;410;5;10;70;continuous
heart_statlog;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126104937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947999545351216;train;0.721554371666667;3;160;326;5;13;189;binomial
heart_statlog;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126104937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849201474201474;test;0.721554371666667;3;160;326;5;13;189;binomial
584_fri_c4_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126095901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186569347733287;train;3.326387865;12;340;704;3;25;350;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126095901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299246350159643;test;3.326387865;12;340;704;3;25;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229751835601887;train;2.30773261166667;11;320;662;5;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350485233440235;test;2.30773261166667;11;320;662;5;50;350;continuous
vehicle;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941622534301471;train;0.09773825;3;13;82;13;13;593;multinomial
vehicle;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929060870523733;test;0.09773825;3;13;82;13;13;593;multinomial
588_fri_c4_1000_100;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815705981918674;train;0.287802261666667;3;90;186;10;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.92073891325372;test;0.287802261666667;3;90;186;10;99;700;continuous
clean2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996371455112134;train;3.77048956166667;3;160;326;1;103;4619;binomial
clean2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995906094189371;test;3.77048956166667;3;160;326;1;103;4619;binomial
1196_BNG_pharynx;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662364931603379;train;233.288336675;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.663128402322172;test;233.288336675;0;100;200;5;10;700000;continuous
195_auto_price;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.374648177843305;train;0.66722659835;3;160;326;7;10;112;continuous
195_auto_price;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.549288873999071;test;0.66722659835;3;160;326;7;10;112;continuous
breast_w;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989544366302559;train;0.664415206666667;3;160;326;9;9;490;binomial
breast_w;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994490358126722;test;0.664415206666667;3;160;326;9;9;490;binomial
schizo;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.615165219127483;train;0.159613721666667;6;13;164;1;13;238;multinomial
schizo;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.591882352941176;test;0.159613721666667;6;13;164;1;13;238;multinomial
195_auto_price;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.353573545890226;train;1.92746839833333;10;300;620;10;10;112;continuous
195_auto_price;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442669976720731;test;1.92746839833333;10;300;620;10;10;112;continuous
597_fri_c2_500_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823402614804373;train;0.951403015;3;160;326;5;5;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845367650668597;test;0.951403015;3;160;326;5;5;350;continuous
allhypo;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838807568027211;train;0.985780483333333;12;25;502;11;25;2639;multinomial
allhypo;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835598851075594;test;0.985780483333333;12;25;502;11;25;2639;multinomial
650_fri_c0_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.459247222870876;train;0.752703253333333;3;72;150;7;50;350;continuous
650_fri_c0_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508445153788947;test;0.752703253333333;3;72;150;7;50;350;continuous
mfeat_morphological;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92205371301649;train;1.21104156666667;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918787287209176;test;1.21104156666667;3;160;326;2;2;1400;multinomial
analcatdata_asbestos;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927586206896552;train;0.503615053333333;3;160;326;3;3;59;binomial
analcatdata_asbestos;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71875;test;0.503615053333333;3;160;326;3;3;59;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.760208926875594;train;0.262720221666667;10;12;242;2;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.574866310160428;test;0.262720221666667;10;12;242;2;3;93;binomial
527_analcatdata_election2000;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.111656805275524;train;0.07038462;3;10;80;2;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.347461862508244;test;0.07038462;3;10;80;2;2;47;continuous
vowel;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966877303303498;train;3.462179185;6;204;420;11;13;693;multinomial
vowel;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966887862691103;test;3.462179185;6;204;420;11;13;693;multinomial
banana;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550040817601151;train;0.08445478;3;8;64;2;2;3710;binomial
banana;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.525641005247661;test;0.08445478;3;8;64;2;2;3710;binomial
663_rabe_266;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.106970250089066;train;0.0493179266666667;3;10;80;2;2;84;continuous
663_rabe_266;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.122720609442098;test;0.0493179266666667;3;10;80;2;2;84;continuous
643_fri_c2_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17187349690725;train;4.07877521333333;18;423;882;5;25;350;continuous
643_fri_c2_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344809693604927;test;4.07877521333333;18;423;882;5;25;350;continuous
wine_quality_white;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.601567321397684;train;1.26195888331667;3;11;68;1;11;3429;multinomial
wine_quality_white;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.655615505050457;test;1.26195888331667;3;11;68;1;11;3429;multinomial
591_fri_c1_100_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790360625149289;train;1.48758295166667;6;220;452;10;10;70;continuous
591_fri_c1_100_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776593881375319;test;1.48758295166667;6;220;452;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.600968278126857;train;1.54446168666667;8;260;536;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50380973540219;test;1.54446168666667;8;260;536;10;10;70;continuous
clean2;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124174601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972989934289863;train;2.76582345833333;3;61;136;110;110;4619;binomial
clean2;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124174601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965584514390053;test;2.76582345833333;3;61;136;110;110;4619;binomial
706_sleuth_case1202;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481776307845864;train;0.137317048333333;3;30;176;6;6;66;continuous
706_sleuth_case1202;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.41356445674925;test;0.137317048333333;3;30;176;6;6;66;continuous
594_fri_c2_100_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125154157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796708893106781;train;1.33066425166667;6;220;452;5;5;70;continuous
594_fri_c2_100_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125154157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.991538413480204;test;1.33066425166667;6;220;452;5;5;70;continuous
diabetes;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826890655105973;train;0.710327455016667;7;8;118;7;8;538;binomial
diabetes;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836978810663021;test;0.710327455016667;7;8;118;7;8;538;binomial
615_fri_c4_250_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782578821268779;train;0.21775427;5;50;250;4;10;175;continuous
615_fri_c4_250_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845045840539801;test;0.21775427;5;50;250;4;10;175;continuous
flags;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798056836132199;train;0.738541436666667;3;160;326;10;39;125;multinomial
flags;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677801544860368;test;0.738541436666667;3;160;326;10;39;125;multinomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.538700257594599;train;3.48577217166667;20;444;928;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.520505019774871;test;3.48577217166667;20;444;928;1;1;849;binomial
574_house_16H;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495251681107024;train;1.09308722833333;15;75;680;15;15;15949;continuous
574_house_16H;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.477152064871035;test;1.09308722833333;15;75;680;15;15;15949;continuous
613_fri_c3_250_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787447249034492;train;0.461199649983333;5;10;112;4;5;175;continuous
613_fri_c3_250_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807978477858003;test;0.461199649983333;5;10;112;4;5;175;continuous
credit_a;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957231699266928;train;0.974681183333333;3;160;326;12;13;483;binomial
credit_a;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908602150537634;test;0.974681183333333;3;160;326;12;13;483;binomial
627_fri_c2_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82078964716894;train;1.08690417335;5;20;204;4;10;350;continuous
627_fri_c2_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841868002381109;test;1.08690417335;5;20;204;4;10;350;continuous
breast_cancer;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.791238959178802;train;0.95954283665;5;200;410;9;9;201;binomial
breast_cancer;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.687092568448501;test;0.95954283665;5;200;410;9;9;201;binomial
586_fri_c3_1000_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8196526165701;train;1.68236389666667;7;50;314;17;25;700;continuous
586_fri_c3_1000_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825811998529596;test;1.68236389666667;7;50;314;17;25;700;continuous
contraceptive;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.789210463447898;train;2.95455956166667;12;340;704;6;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.755893799122168;test;2.95455956166667;12;340;704;6;9;1032;multinomial
644_fri_c4_250_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126103954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219341346996446;train;2.96727730166667;11;304;630;14;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126103954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483970334715479;test;2.96727730166667;11;304;630;14;25;175;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124212908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312210954402309;train;0.591518086666667;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124212908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.67699428772941;test;0.591518086666667;3;160;326;1;2;33;continuous
penguins;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.825272873333333;3;7;50;7;7;241;multinomial
penguins;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.825272873333333;3;7;50;7;7;241;multinomial
659_sleuth_ex1714;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313176882207349;train;0.614166416666667;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.654311318623368;test;0.614166416666667;3;160;326;1;2;33;continuous
analcatdata_happiness;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.698229548229548;train;0.0913134216666667;3;3;24;3;3;42;multinomial
analcatdata_happiness;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636507936507937;test;0.0913134216666667;3;3;24;3;3;42;multinomial
678_visualizing_environmental;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770428549097816;train;0.145538863333333;5;15;152;3;3;78;continuous
678_visualizing_environmental;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.646392922048596;test;0.145538863333333;5;15;152;3;3;78;continuous
biomed;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946688879633486;train;0.726381358333333;13;32;578;6;8;147;binomial
biomed;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967948717948718;test;0.726381358333333;13;32;578;6;8;147;binomial
657_fri_c2_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743669579427912;train;0.805719411666667;3;160;326;10;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917950715420684;test;0.805719411666667;3;160;326;10;10;175;continuous
hepatitis;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969286359530262;train;1.76263586166667;9;280;578;10;19;109;binomial
hepatitis;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84390243902439;test;1.76263586166667;9;280;578;10;19;109;binomial
560_bodyfat;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524760456039633;train;1.68694451833333;8;260;536;3;14;177;continuous
560_bodyfat;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493170444815357;test;1.68694451833333;8;260;536;3;14;177;continuous
195_auto_price;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124211813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.418843532150554;train;1.41513830333333;7;240;494;3;10;112;continuous
195_auto_price;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124211813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.332897882006695;test;1.41513830333333;7;240;494;3;10;112;continuous
waveform_40;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125154911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968333218636852;train;8.64869983666667;3;36;136;17;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125154911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970171348737268;test;8.64869983666667;3;36;136;17;40;3500;multinomial
tokyo1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973938306417158;train;0.534853758333333;8;96;376;18;24;672;binomial
tokyo1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971242539338036;test;0.534853758333333;8;96;376;18;24;672;binomial
581_fri_c3_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125151903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836435257887586;train;4.97038674333333;13;50;570;5;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125151903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835346683801694;test;4.97038674333333;13;50;570;5;25;350;continuous
522_pm10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.51040885321962;train;1.74595444333333;7;240;494;7;7;350;continuous
522_pm10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.734580762553694;test;1.74595444333333;7;240;494;7;7;350;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267172343684792;train;11.0565424816833;20;466;972;11;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409653908406453;test;11.0565424816833;20;466;972;11;50;700;continuous
analcatdata_happiness;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817460317460317;train;0.104586016683333;3;3;24;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534722222222222;test;0.104586016683333;3;3;24;1;3;42;multinomial
622_fri_c2_1000_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788681122322192;train;1.68754176;8;244;504;15;50;700;continuous
622_fri_c2_1000_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8651112324547;test;1.68754176;8;244;504;15;50;700;continuous
dermatology;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126102702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999196174196174;train;1.04719261166667;3;160;326;25;25;257;multinomial
dermatology;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126102702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999245614035088;test;1.04719261166667;3;160;326;25;25;257;multinomial
657_fri_c2_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126115054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241658584786849;train;0.93715936;5;200;410;2;10;175;continuous
657_fri_c2_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126115054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.431704204275089;test;0.93715936;5;200;410;2;10;175;continuous
542_pollution;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425902139760795;train;1.20034704833333;6;220;452;10;13;42;continuous
542_pollution;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.59780362864897;test;1.20034704833333;6;220;452;10;13;42;continuous
tae;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125185943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735489163614164;train;0.0523200666666667;3;5;38;5;5;106;multinomial
tae;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125185943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.649237472766885;test;0.0523200666666667;3;5;38;5;5;106;multinomial
irish;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916636593287622;train;0.20868056;5;16;178;3;4;350;binomial
irish;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787856211585025;test;0.20868056;5;16;178;3;4;350;binomial
satimage;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992055194726194;train;2.75398214166667;3;160;326;25;25;4505;multinomial
satimage;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986195092119572;test;2.75398214166667;3;160;326;25;25;4505;multinomial
waveform_40;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969643063243517;train;20.0642996466667;6;40;262;27;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971657931538704;test;20.0642996466667;6;40;262;27;40;3500;multinomial
breast_cancer;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742573682989093;train;0.873866943333333;3;160;326;9;9;201;binomial
breast_cancer;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.698457223001403;test;0.873866943333333;3;160;326;9;9;201;binomial
294_satellite_image;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45016620085593;train;3.25672185166667;9;232;482;24;25;4505;continuous
294_satellite_image;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.426520314347775;test;3.25672185166667;9;232;482;24;25;4505;continuous
new_thyroid;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126103153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999567861818979;train;0.629047131666667;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126103153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.629047131666667;3;160;326;5;5;151;multinomial
cmc;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711977006924882;train;1.968962875;5;9;98;3;9;1032;multinomial
cmc;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.738692772874877;test;1.968962875;5;9;98;3;9;1032;multinomial
segmentation;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998063970140189;train;0.486721701666667;6;14;176;14;14;1617;multinomial
segmentation;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995231750150426;test;0.486721701666667;6;14;176;14;14;1617;multinomial
hungarian;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125183839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893999800657829;train;0.613561561666667;10;48;460;3;12;206;binomial
hungarian;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125183839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915604128718883;test;0.613561561666667;10;48;460;3;12;206;binomial
churn;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861891049432468;train;7.79140290166667;13;15;372;5;15;3500;binomial
churn;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854230967078189;test;7.79140290166667;13;15;372;5;15;3500;binomial
spambase;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985217754936304;train;0.28634588;3;80;166;53;55;3221;binomial
spambase;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98280482211166;test;0.28634588;3;80;166;53;55;3221;binomial
vehicle;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992646129628705;train;0.808606495;3;160;326;13;13;593;multinomial
vehicle;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934098553874046;test;0.808606495;3;160;326;13;13;593;multinomial
584_fri_c4_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214446200374866;train;1.14853095666667;3;160;326;10;24;350;continuous
584_fri_c4_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359038831976207;test;1.14853095666667;3;160;326;10;24;350;continuous
sonar;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815962441314554;train;1.90729170333333;9;280;578;12;60;146;binomial
sonar;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92948717948718;test;1.90729170333333;9;280;578;12;60;146;binomial
glass;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908561264845995;train;1.17344689666667;6;9;114;3;9;144;multinomial
glass;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.760614366729679;test;1.17344689666667;6;9;114;3;9;144;multinomial
flags;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125102003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999702380952381;train;1.057557115;13;39;558;34;39;125;multinomial
flags;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125102003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.564722222222222;test;1.057557115;13;39;558;34;39;125;multinomial
mnist;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99456339657611;train;171.266866203333;0;100;200;644;647;49000;multinomial
mnist;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993239964529261;test;171.266866203333;0;100;200;644;647;49000;multinomial
vehicle;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942304928052456;train;1.75856243166667;6;212;436;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939421578404821;test;1.75856243166667;6;212;436;13;13;593;multinomial
505_tecator;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0759745629409336;train;1.06931953666667;3;160;326;19;19;168;continuous
505_tecator;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0745780470363646;test;1.06931953666667;3;160;326;19;19;168;continuous
294_satellite_image;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449590611130265;train;1.85800002833333;5;200;410;25;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473674700811984;test;1.85800002833333;5;200;410;25;25;4505;continuous
labor;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.634603821666667;9;60;418;4;15;40;binomial
labor;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.634603821666667;9;60;418;4;15;40;binomial
602_fri_c3_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830544829854087;train;1.57472298;9;18;336;4;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820816670422486;test;1.57472298;9;18;336;4;9;175;continuous
collins;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.32580115833333;16;20;490;2;20;340;multinomial
collins;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999681477942348;test;1.32580115833333;16;20;490;2;20;340;multinomial
522_pm10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125182430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848350852310968;train;1.78823716333333;8;244;504;6;7;350;continuous
522_pm10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125182430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818564586217026;test;1.78823716333333;8;244;504;6;7;350;continuous
collins;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.297147015;3;160;326;20;20;340;multinomial
collins;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.297147015;3;160;326;20;20;340;multinomial
649_fri_c0_500_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476081110551804;train;1.33849769835;5;200;410;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441977539394894;test;1.33849769835;5;200;410;5;5;350;continuous
519_vinnie;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466575094481643;train;0.533878458316667;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481596149859935;test;0.533878458316667;3;160;326;1;2;266;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.583658879623931;train;0.0794512683333333;3;4;32;1;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522653089927673;test;0.0794512683333333;3;4;32;1;2;156;continuous
648_fri_c1_250_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.690185582906667;train;1.16000849666667;5;200;410;25;50;175;continuous
648_fri_c1_250_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.941730693712008;test;1.16000849666667;5;200;410;25;50;175;continuous
wine_quality_white;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74907017093753;train;5.54236005833333;6;220;452;11;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.687209676399681;test;5.54236005833333;6;220;452;11;11;3429;multinomial
1595_poker;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.750870129191562;train;173.068160875;0;100;200;5;10;717507;continuous
1595_poker;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.749969502758918;test;173.068160875;0;100;200;5;10;717507;continuous
analcatdata_boxing1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644135802469136;train;0.07056276;3;3;24;1;3;84;binomial
analcatdata_boxing1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.517361111111111;test;0.07056276;3;3;24;1;3;84;binomial
prnn_crabs;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997753267973856;train;0.538276905;3;160;326;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983258928571429;test;0.538276905;3;160;326;2;3;140;binomial
analcatdata_lawsuit;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994186046511628;train;0.256227096666667;5;4;46;2;4;185;binomial
analcatdata_lawsuit;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.256227096666667;5;4;46;2;4;185;binomial
560_bodyfat;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0777513110333303;train;0.3181433;5;65;270;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0776185618502619;test;0.3181433;5;65;270;1;13;177;continuous
clean1;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125205837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.20872397;3;160;326;1;96;334;binomial
clean1;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125205837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.20872397;3;160;326;1;96;334;binomial
calendarDOW;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125111637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983473437842692;train;0.754650131666667;3;160;326;10;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125111637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.798040306122449;test;0.754650131666667;3;160;326;10;13;280;multinomial
phoneme;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125152139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795221113648809;train;1.50224668335;5;184;378;5;5;3783;binomial
phoneme;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125152139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778135525125128;test;1.50224668335;5;184;378;5;5;3783;binomial
cleveland;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.68540131209486;train;3.53659324666667;18;460;956;3;13;213;multinomial
cleveland;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.550788971248877;test;3.53659324666667;18;460;956;3;13;213;multinomial
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spectf;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936769579626722;train;0.222196575;3;84;174;15;44;245;binomial
spectf;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835503472222222;test;0.222196575;3;84;174;15;44;245;binomial
201_pol;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124191509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.656151641015636;train;2.78122955666667;3;52;146;11;26;10500;continuous
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1193_BNG_lowbwt;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608872187419768;train;7.59748226833333;9;18;256;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608897095870825;test;7.59748226833333;9;18;256;9;9;21773;continuous
210_cloud;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184683879371043;train;0.522010685016667;3;160;326;2;5;76;continuous
210_cloud;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32493560146224;test;0.522010685016667;3;160;326;2;5;76;continuous
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saheart;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.785185185185185;test;0.680364041666667;13;36;578;8;9;324;binomial
shuttle;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.71441458757998;train;48.805537405;1;8;24;2;8;40600;multinomial
shuttle;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718880015723681;test;48.805537405;1;8;24;2;8;40600;multinomial
227_cpu_small;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222044366280508;train;4.91702808333333;3;160;326;10;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2593416822265;test;4.91702808333333;3;160;326;10;12;5735;continuous
prnn_fglass;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905778236914601;train;0.290118123333333;11;9;202;4;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875802469135803;test;0.290118123333333;11;9;202;4;9;144;multinomial
1096_FacultySalaries;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353106031572484;train;0.568293371666667;3;160;326;1;2;35;continuous
1096_FacultySalaries;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.878548401900934;test;0.568293371666667;3;160;326;1;2;35;continuous
626_fri_c2_500_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78795507549385;train;1.96736023333333;7;240;494;34;50;350;continuous
626_fri_c2_500_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89043319880048;test;1.96736023333333;7;240;494;34;50;350;continuous
irish;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875892149088026;train;0.874956268333333;8;4;70;3;4;350;binomial
irish;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857593795093795;test;0.874956268333333;8;4;70;3;4;350;binomial
522_pm10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831529275369185;train;1.118009615;6;220;452;3;7;350;continuous
522_pm10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853209812460591;test;1.118009615;6;220;452;3;7;350;continuous
mfeat_karhunen;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.716991011666667;3;59;138;34;64;1400;multinomial
mfeat_karhunen;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984818752109473;test;0.716991011666667;3;59;138;34;64;1400;multinomial
new_thyroid;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996421294155922;train;0.96453572;3;160;326;5;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993991331757289;test;0.96453572;3;160;326;5;5;151;multinomial
590_fri_c0_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200075648733545;train;3.77378808166667;15;368;766;7;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378388898084081;test;3.77378808166667;15;368;766;7;50;700;continuous
519_vinnie;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484392944187032;train;0.868520826666667;3;160;326;2;2;266;continuous
519_vinnie;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471257402875972;test;0.868520826666667;3;160;326;2;2;266;continuous
irish;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877676447264076;train;1.88396689;9;280;578;3;4;350;binomial
irish;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864267676767677;test;1.88396689;9;280;578;3;4;350;binomial
615_fri_c4_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125181015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2108326547947;train;1.21360217833333;6;220;452;5;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125181015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430927553750683;test;1.21360217833333;6;220;452;5;10;175;continuous
cars;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837902978983881;train;1.15062525666667;8;6;102;3;6;275;multinomial
cars;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829730576441103;test;1.15062525666667;8;6;102;3;6;275;multinomial
analcatdata_asbestos;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125100133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922988505747126;train;0.623684141666667;3;160;326;2;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125100133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71875;test;0.623684141666667;3;160;326;2;3;59;binomial
auto;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922095685111989;train;1.04746467166667;5;200;410;18;21;142;multinomial
auto;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835582010582011;test;1.04746467166667;5;200;410;18;21;142;multinomial
heart_statlog;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957100925716866;train;0.747001183333333;3;160;326;12;13;189;binomial
heart_statlog;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.874217772215269;test;0.747001183333333;3;160;326;12;13;189;binomial
prnn_fglass;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864222248339895;train;1.454316735;7;9;132;4;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81031746031746;test;1.454316735;7;9;132;4;9;144;multinomial
556_analcatdata_apnea2;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.229794240547696;train;0.249909916683333;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.245296939427499;test;0.249909916683333;3;6;48;3;3;333;continuous
movement_libras;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999819483348895;train;3.64734565;11;320;662;18;22;252;multinomial
movement_libras;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969187223711033;test;3.64734565;11;320;662;18;22;252;multinomial
waveform_40;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969266923250826;train;15.0795941916667;5;40;220;18;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971472356405442;test;15.0795941916667;5;40;220;18;40;3500;multinomial
618_fri_c3_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79483761933247;train;0.210531791666667;3;90;186;12;50;700;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875138080602229;test;0.210531791666667;3;90;186;12;50;700;continuous
diabetes;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819373732822708;train;1.90641339166667;14;8;232;7;8;538;binomial
diabetes;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851440860215054;test;1.90641339166667;14;8;232;7;8;538;binomial
nikuradse_1;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.200288896416894;train;0.145593014983333;3;4;32;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.228812377858657;test;0.145593014983333;3;4;32;2;2;254;continuous
648_fri_c1_250_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.686919463010451;train;0.526595601666667;7;169;354;23;50;175;continuous
648_fri_c1_250_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894477743195814;test;0.526595601666667;7;169;354;23;50;175;continuous
505_tecator;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.102794125021762;train;0.991758638333333;5;200;410;18;19;168;continuous
505_tecator;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.138807369231976;test;0.991758638333333;5;200;410;18;19;168;continuous
623_fri_c4_1000_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810197358745647;train;0.552850551666667;11;50;502;6;10;700;continuous
623_fri_c4_1000_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839831981089801;test;0.552850551666667;11;50;502;6;10;700;continuous
594_fri_c2_100_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850101288084135;train;0.11513287;3;25;166;2;5;70;continuous
594_fri_c2_100_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.9388415504126;test;0.11513287;3;25;166;2;5;70;continuous
225_puma8NH;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.733053265825288;train;1.37971675;3;160;326;2;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.764907348730398;test;1.37971675;3;160;326;2;8;5735;continuous
1191_BNG_pbc;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125141813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.787245922499073;train;389.659889813333;0;100;200;18;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125141813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786278600575526;test;389.659889813333;0;100;200;18;18;700000;continuous
tokyo1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977265652268246;train;0.360583095;5;80;250;14;21;672;binomial
tokyo1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984868639840372;test;0.360583095;5;80;250;14;21;672;binomial
analcatdata_lawsuit;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.76728078;3;160;326;2;4;185;binomial
analcatdata_lawsuit;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.76728078;3;160;326;2;4;185;binomial
192_vineyard;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506235097467488;train;1.11678812666667;12;222;468;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84322682620044;test;1.11678812666667;12;222;468;1;1;37;continuous
623_fri_c4_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820269544854744;train;0.879986008333333;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827169719992265;test;0.879986008333333;3;160;326;5;10;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125194226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82767184265341;train;0.296182423333333;3;90;186;19;99;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125194226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79628789013918;test;0.296182423333333;3;90;186;19;99;700;continuous
616_fri_c4_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225074375455452;train;1.16456310333333;3;160;326;5;49;350;continuous
616_fri_c4_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342125594131254;test;1.16456310333333;3;160;326;5;49;350;continuous
penguins;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.573597571666667;3;7;46;6;7;241;multinomial
penguins;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.573597571666667;3;7;46;6;7;241;multinomial
new_thyroid;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126090954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997352285395764;train;0.730359046666667;3;160;326;5;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126090954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.730359046666667;3;160;326;5;5;151;multinomial
appendicitis;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819672131147541;train;0.49196822335;3;160;326;3;4;75;binomial
appendicitis;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875;test;0.49196822335;3;160;326;3;4;75;binomial
595_fri_c0_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25604016639876;train;2.64294572333333;13;312;650;7;10;700;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373891937178621;test;2.64294572333333;13;312;650;7;10;700;continuous
ionosphere;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999153020892151;train;0.690039448333333;3;160;326;32;32;246;binomial
ionosphere;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968931234465617;test;0.690039448333333;3;160;326;32;32;246;binomial
197_cpu_act;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326331324804795;train;2.08910565666667;7;34;298;4;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.345840481659573;test;2.08910565666667;7;34;298;4;17;5735;continuous
yeast;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884466350377022;train;5.85527731;10;8;168;7;8;1036;multinomial
yeast;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884628767252562;test;5.85527731;10;8;168;7;8;1036;multinomial
churn;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861731348961956;train;2.26340637;16;244;520;4;15;3500;binomial
churn;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848247118501185;test;2.26340637;16;244;520;4;15;3500;binomial
saheart;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708628817380611;train;1.66876623831667;12;9;222;9;9;324;binomial
saheart;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820341966306261;test;1.66876623831667;12;9;222;9;9;324;binomial
clean2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.619314218465818;train;21.9960337483333;7;90;304;55;107;4619;binomial
clean2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.62089619873118;test;21.9960337483333;7;90;304;55;107;4619;binomial
movement_libras;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126094247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989839170495698;train;17.137989525;5;20;168;17;20;252;multinomial
movement_libras;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126094247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.962516701552416;test;17.137989525;5;20;168;17;20;252;multinomial
tokyo1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957543724774169;train;0.778468331666667;3;22;118;6;22;672;binomial
tokyo1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966319882303489;test;0.778468331666667;3;22;118;6;22;672;binomial
labor;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.635050645;3;160;326;15;15;40;binomial
labor;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866666666666667;test;0.635050645;3;160;326;15;15;40;binomial
vehicle;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975261073786364;train;1.07119911166667;3;160;326;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924828821971679;test;1.07119911166667;3;160;326;13;13;593;multinomial
backache;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856818181818182;train;4.63191745;20;500;1040;20;31;126;binomial
backache;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.641975308641975;test;4.63191745;20;500;1040;20;31;126;binomial
prnn_crabs;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997133497133497;train;0.119890125;3;3;24;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.119890125;3;3;24;3;3;140;binomial
1193_BNG_lowbwt;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126090153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.62167440241573;train;2.97156948333333;3;18;90;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126090153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.614787627104639;test;2.97156948333333;3;18;90;8;9;21773;continuous
titanic;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822369314851547;train;1.34114316166667;9;7;134;7;7;1545;binomial
titanic;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796309319960861;test;1.34114316166667;9;7;134;7;7;1545;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944444444444444;train;0.557326568333333;3;160;326;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.557326568333333;3;160;326;4;4;35;binomial
backache;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784133837021047;train;3.09651147833333;14;380;788;5;32;126;binomial
backache;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.589673913043478;test;3.09651147833333;14;380;788;5;32;126;binomial
589_fri_c2_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802848853935177;train;1.12395118166667;3;160;326;20;25;700;continuous
589_fri_c2_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817360311425848;test;1.12395118166667;3;160;326;20;25;700;continuous
allrep;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968098216058311;train;6.39500834833333;17;440;914;3;24;2641;multinomial
allrep;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938559101591231;test;6.39500834833333;17;440;914;3;24;2641;multinomial
cleveland;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833999228691537;train;1.56941273833333;6;220;452;13;13;213;multinomial
cleveland;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.585500941619586;test;1.56941273833333;6;220;452;13;13;213;multinomial
glass2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793135435992579;train;1.05087093833333;12;9;226;9;9;115;binomial
glass2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.744268077601411;test;1.05087093833333;12;9;226;9;9;115;binomial
analcatdata_authorship;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.306293515016667;3;63;138;48;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999582604577411;test;0.306293515016667;3;63;138;48;70;589;multinomial
631_fri_c1_500_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81872392971117;train;1.68824876833333;6;220;452;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848093421214497;test;1.68824876833333;6;220;452;5;5;350;continuous
bupa;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.661563696008748;train;0.739369751666667;3;160;326;1;5;242;binomial
bupa;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.639328808446456;test;0.739369751666667;3;160;326;1;5;242;binomial
glass;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125130340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680230976430976;train;1.27965107;3;160;326;3;9;144;multinomial
glass;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125130340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.56383547008547;test;1.27965107;3;160;326;3;9;144;multinomial
ecoli;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972529241986456;train;0.763807388333333;3;160;326;4;5;229;multinomial
ecoli;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983374183006536;test;0.763807388333333;3;160;326;4;5;229;multinomial
pima;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820442326490714;train;0.331508943333333;3;8;56;7;8;538;binomial
pima;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857448912326961;test;0.331508943333333;3;8;56;7;8;538;binomial
biomed;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965587044534413;train;0.299513013333333;6;32;284;6;8;147;binomial
biomed;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942028985507246;test;0.299513013333333;6;32;284;6;8;147;binomial
wine_quality_white;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.755953885619816;train;10.1155261933333;14;348;724;11;11;3429;multinomial
wine_quality_white;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683902880076376;test;10.1155261933333;14;348;724;11;11;3429;multinomial
654_fri_c0_500_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518962012600894;train;0.87880092;3;160;326;4;10;350;continuous
654_fri_c0_500_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53026041912726;test;0.87880092;3;160;326;4;10;350;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806551086659152;train;1.02695162666667;6;18;230;5;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917031682208907;test;1.02695162666667;6;18;230;5;9;175;continuous
cleve;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985177865612648;train;0.656570351666667;3;160;326;13;13;213;binomial
cleve;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856225296442688;test;0.656570351666667;3;160;326;13;13;213;binomial
665_sleuth_case2002;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.628653923336124;train;0.59682967;3;160;326;3;6;103;continuous
665_sleuth_case2002;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.587528914063952;test;0.59682967;3;160;326;3;6;103;continuous
529_pollen;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436714647627919;train;1.14942070666667;3;160;326;4;4;2694;continuous
529_pollen;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435303607397539;test;1.14942070666667;3;160;326;4;4;2694;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834432192290554;train;1.37036202166667;3;160;326;5;99;700;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823617015707729;test;1.37036202166667;3;160;326;5;99;700;continuous
505_tecator;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0473037643784839;train;0.457631816666667;3;32;150;16;16;168;continuous
505_tecator;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0480704732766399;test;0.457631816666667;3;32;150;16;16;168;continuous
591_fri_c1_100_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.760971336806593;train;0.884428541666667;9;20;368;9;10;70;continuous
591_fri_c1_100_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862286774340791;test;0.884428541666667;9;20;368;9;10;70;continuous
225_puma8NH;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.724806748367614;train;1.66917606;5;200;410;7;8;5735;continuous
225_puma8NH;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.757340829851888;test;1.66917606;5;200;410;7;8;5735;continuous
movement_libras;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997548958256973;train;1.48548649666667;3;160;326;16;22;252;multinomial
movement_libras;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962518501748944;test;1.48548649666667;3;160;326;16;22;252;multinomial
1030_ERA;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.715012368491901;train;0.626921445;3;160;326;3;4;700;continuous
1030_ERA;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.785780678411963;test;0.626921445;3;160;326;3;4;700;continuous
profb;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66803346076376;train;0.727145888333333;6;9;114;2;9;471;binomial
profb;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.646695557963164;test;0.727145888333333;6;9;114;2;9;471;binomial
656_fri_c1_100_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786310927563887;train;0.12770104;3;25;166;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.938780462713351;test;0.12770104;3;25;166;5;5;70;continuous
letter;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125102126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978687053367606;train;6.66129802335;10;16;270;15;16;14000;multinomial
letter;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125102126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977859848643508;test;6.66129802335;10;16;270;15;16;14000;multinomial
1196_BNG_pharynx;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667206266398949;train;34.6475874616833;1;120;242;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667930884786025;test;34.6475874616833;1;120;242;5;10;700000;continuous
210_cloud;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.222844449199238;train;1.35674116666667;9;280;578;2;5;76;continuous
210_cloud;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.30961732234294;test;1.35674116666667;9;280;578;2;5;76;continuous
678_visualizing_environmental;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.757126352685973;train;1.29143101166667;5;200;410;3;3;78;continuous
678_visualizing_environmental;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785382909334136;test;1.29143101166667;5;200;410;3;3;78;continuous
satimage;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124192316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975621514639128;train;3.49298034;3;160;326;16;22;4505;multinomial
satimage;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124192316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974261629234475;test;3.49298034;3;160;326;16;22;4505;multinomial
547_no2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.777340085982833;train;1.25122461;9;14;258;5;7;350;continuous
547_no2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803904210411412;test;1.25122461;9;14;258;5;7;350;continuous
wine_quality_white;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.641076429750986;train;5.10286144833333;7;240;494;1;11;3429;multinomial
wine_quality_white;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.599189984869812;test;5.10286144833333;7;240;494;1;11;3429;multinomial
596_fri_c2_250_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801597422439053;train;0.234048643333333;3;10;72;5;5;175;continuous
596_fri_c2_250_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849031307231878;test;0.234048643333333;3;10;72;5;5;175;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.598567382975179;train;3.58989141333333;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.48119212962963;test;3.58989141333333;20;500;1040;1;1;849;binomial
new_thyroid;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999360971323588;train;0.640385366666667;3;160;326;4;5;151;multinomial
new_thyroid;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.640385366666667;3;160;326;4;5;151;multinomial
credit_a;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911006496890526;train;0.669280546666667;9;52;418;4;13;483;binomial
credit_a;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917609884927372;test;0.669280546666667;9;52;418;4;13;483;binomial
clean1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958260869565217;train;31.2741414966667;17;95;726;89;95;334;binomial
clean1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925283797729618;test;31.2741414966667;17;95;726;89;95;334;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915865384615385;train;0.965343333316667;5;200;410;4;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904761904761905;test;0.965343333316667;5;200;410;4;7;68;binomial
643_fri_c2_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821440618506329;train;0.29598247;5;123;270;25;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.928560628566734;test;0.29598247;5;123;270;25;25;350;continuous
analcatdata_cyyoung8092;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125152153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939622641509434;train;0.363274891666667;7;28;334;5;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125152153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816666666666667;test;0.363274891666667;7;28;334;5;7;68;binomial
706_sleuth_case1202;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345128745035187;train;0.526364858333333;3;160;326;6;6;66;continuous
706_sleuth_case1202;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.681440309227058;test;0.526364858333333;3;160;326;6;6;66;continuous
hepatitis;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793103448275862;train;1.66027736833333;20;76;888;6;19;109;binomial
hepatitis;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.819444444444445;test;1.66027736833333;20;76;888;6;19;109;binomial
penguins;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125181233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999963378012158;train;0.710178563333333;3;160;326;6;7;241;multinomial
penguins;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125181233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.710178563333333;3;160;326;6;7;241;multinomial
195_auto_price;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202088766887872;train;2.29735824;11;315;652;3;9;112;continuous
195_auto_price;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406988918533152;test;2.29735824;11;315;652;3;9;112;continuous
magic;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96742059303485;train;13.1206930416667;13;353;732;9;9;13314;binomial
magic;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925023501256397;test;13.1206930416667;13;353;732;9;9;13314;binomial
650_fri_c0_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386462137433599;train;1.07801097;3;160;326;15;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.54677207353028;test;1.07801097;3;160;326;15;50;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.519437896396264;train;0.444135678333333;10;50;460;10;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.53892698164346;test;0.444135678333333;10;50;460;10;10;350;continuous
optdigits;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998922476720939;train;1.65035670666667;5;57;222;33;61;3934;multinomial
optdigits;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996241139642456;test;1.65035670666667;5;57;222;33;61;3934;multinomial
horse_colic;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852359693877551;train;0.471704023333333;7;77;342;2;22;258;binomial
horse_colic;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818713450292398;test;0.471704023333333;7;77;342;2;22;258;binomial
colic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919350707562272;train;1.24287411333333;15;87;678;6;22;258;binomial
colic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876128566269411;test;1.24287411333333;15;87;678;6;22;258;binomial
ecoli;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97363934087015;train;0.5257786;3;5;36;4;5;229;multinomial
ecoli;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984232026143791;test;0.5257786;3;5;36;4;5;229;multinomial
656_fri_c1_100_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764593898075146;train;0.42239417;9;25;418;4;5;70;continuous
656_fri_c1_100_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.985720080365273;test;0.42239417;9;25;418;4;5;70;continuous
599_fri_c2_1000_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126110634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792230672262204;train;0.106779933333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126110634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840938806351548;test;0.106779933333333;3;25;156;5;5;700;continuous
1191_BNG_pbc;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806822066115021;train;42.7848877083333;1;120;242;18;18;700000;continuous
1191_BNG_pbc;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806120556555254;test;42.7848877083333;1;120;242;18;18;700000;continuous
ann_thyroid;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126095413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989564069736366;train;0.91922648;11;21;402;5;21;5040;multinomial
ann_thyroid;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126095413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993245731764604;test;0.91922648;11;21;402;5;21;5040;multinomial
617_fri_c3_500_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838511475285335;train;0.104179555;3;25;156;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908315650895883;test;0.104179555;3;25;156;5;5;350;continuous
collins;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975229162666662;train;1.44354467166667;3;160;326;3;20;340;multinomial
collins;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967156354628484;test;1.44354467166667;3;160;326;3;20;340;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942350149670029;train;2.40189407;8;260;536;10;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747959658080568;test;2.40189407;8;260;536;10;11;1120;multinomial
adult;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882924015896797;train;16.48712429;3;12;76;5;12;34190;binomial
adult;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885065110350423;test;16.48712429;3;12;76;5;12;34190;binomial
hypothyroid;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125200120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921043916853475;train;2.12932997833333;20;260;560;9;21;2215;binomial
hypothyroid;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125200120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928972384417929;test;2.12932997833333;20;260;560;9;21;2215;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986928104575163;train;0.458839673333333;3;160;326;1;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892857142857143;test;0.458839673333333;3;160;326;1;3;35;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908;train;0.975435833333333;17;24;702;3;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91304347826087;test;0.975435833333333;17;24;702;3;6;65;binomial
601_fri_c1_250_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.761044921189696;train;0.0932631083333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861388108586552;test;0.0932631083333333;3;25;156;5;5;175;continuous
allbp;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978347803209682;train;0.95129204335;10;25;430;13;25;2641;multinomial
allbp;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920609719737627;test;0.95129204335;10;25;430;13;25;2641;multinomial
contraceptive;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734707464193136;train;2.84075498;8;9;150;6;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.710721003913492;test;2.84075498;8;9;150;6;9;1032;multinomial
1201_BNG_breastTumor;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915367935218234;train;9.13778996833333;3;160;326;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91399852404223;test;9.13778996833333;3;160;326;9;9;81648;continuous
635_fri_c0_250_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365516007886185;train;0.618282051666667;3;160;326;10;10;175;continuous
635_fri_c0_250_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452404838746859;test;0.618282051666667;3;160;326;10;10;175;continuous
344_mv;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0119090478891048;train;22.6051564166667;9;248;514;5;9;28538;continuous
344_mv;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0125693344297209;test;22.6051564166667;9;248;514;5;9;28538;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805337540454156;train;1.56498486166667;5;50;230;12;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81565286262682;test;1.56498486166667;5;50;230;12;25;700;continuous
657_fri_c2_250_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835639644287361;train;0.832766676666667;3;160;326;3;10;175;continuous
657_fri_c2_250_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917864951053184;test;0.832766676666667;3;160;326;3;10;175;continuous
credit_a;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927204587060896;train;2.268035985;20;387;814;10;13;483;binomial
credit_a;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913030943686335;test;2.268035985;20;387;814;10;13;483;binomial
589_fri_c2_1000_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811198524701436;train;1.56697498166667;7;50;314;7;25;700;continuous
589_fri_c2_1000_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807888646137051;test;1.56697498166667;7;50;314;7;25;700;continuous
547_no2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.640211570963959;train;0.169667943333333;3;35;166;7;7;350;continuous
547_no2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.66548011527311;test;0.169667943333333;3;35;166;7;7;350;continuous
nikuradse_1;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.192803415390307;train;0.870374303333333;5;184;378;1;2;254;continuous
nikuradse_1;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.203297072535254;test;0.870374303333333;5;184;378;1;2;254;continuous
pendigits;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997597790840313;train;0.718686225;3;16;96;15;16;7695;multinomial
pendigits;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996676997258547;test;0.718686225;3;16;96;15;16;7695;multinomial
banana;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982447484158976;train;1.964371065;3;160;326;2;2;3710;binomial
banana;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967091167721919;test;1.964371065;3;160;326;2;2;3710;binomial
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32847900671145;train;0.535180121666667;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178042569295852;test;0.535180121666667;3;160;326;0;3;333;continuous
218_house_8L;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452394434261008;train;5.668514285;8;16;250;8;8;15949;continuous
218_house_8L;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431158898593185;test;5.668514285;8;16;250;8;8;15949;continuous
1595_poker;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125161353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81611322840622;train;41.241610115;1;19;54;5;10;717507;continuous
1595_poker;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125161353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814991170247042;test;41.241610115;1;19;54;5;10;717507;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818380224159214;train;0.628561125;15;195;434;9;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843897382372546;test;0.628561125;15;195;434;9;49;350;continuous
593_fri_c1_1000_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831738690822595;train;1.057292595;5;20;214;7;10;700;continuous
593_fri_c1_1000_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813240062542597;test;1.057292595;5;20;214;7;10;700;continuous
210_cloud;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.276636253233566;train;0.11426208;3;10;72;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.211185919493595;test;0.11426208;3;10;72;5;5;76;continuous
560_bodyfat;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125151432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0696280641084537;train;0.941715258333333;3;160;326;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125151432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0645380996040381;test;0.941715258333333;3;160;326;1;13;177;continuous
iris;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.673764673764674;train;1.96135949835;20;269;578;1;3;105;multinomial
iris;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.672699849170438;test;1.96135949835;20;269;578;1;3;105;multinomial
movement_libras;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125104415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.463514385;12;20;458;19;20;252;multinomial
movement_libras;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125104415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.884305645538639;test;1.463514385;12;20;458;19;20;252;multinomial
nikuradse_1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0422572718293709;train;0.627970238333333;3;160;326;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0383344600862655;test;0.627970238333333;3;160;326;2;2;254;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.712762750220311;train;1.44454728335;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.706881553341797;test;1.44454728335;3;160;326;9;9;12248;continuous
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627_fri_c2_500_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821049596798318;train;0.293639848333333;3;20;134;9;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819842788074774;test;0.293639848333333;3;20;134;9;10;350;continuous
penguins;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.791240175;3;160;326;5;7;241;multinomial
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618_fri_c3_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815669290263807;train;0.522812521666667;3;72;150;46;50;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840646167197576;test;0.522812521666667;3;72;150;46;50;700;continuous
635_fri_c0_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.571568993178795;train;0.356953895;8;50;376;10;10;175;continuous
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192_vineyard;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.545697597588071;train;0.607799046666667;3;160;326;2;2;37;continuous
192_vineyard;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.599528933700787;test;0.607799046666667;3;160;326;2;2;37;continuous
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618_fri_c3_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125133231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251417316302533;train;2.31640857833333;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125133231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333186629766154;test;2.31640857833333;3;160;326;5;50;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832274317950308;train;1.42955467498333;5;200;410;6;10;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870292629015222;test;1.42955467498333;5;200;410;6;10;700;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126104736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499327055754416;train;0.753758245;6;20;260;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126104736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.677137469970945;test;0.753758245;6;20;260;10;10;70;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791079248848714;train;0.723101713333333;3;160;326;32;50;700;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850987133780514;test;0.723101713333333;3;160;326;32;50;700;continuous
breast_w;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999723497207322;train;0.85890205;3;160;326;8;8;490;binomial
breast_w;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992903487429035;test;0.85890205;3;160;326;8;8;490;binomial
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125143631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.531324511822327;train;0.422888379983333;7;125;344;7;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125143631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.530119248588629;test;0.422888379983333;7;125;344;7;25;700;continuous
yeast;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894452441489782;train;4.186370155;10;300;620;8;8;1036;multinomial
yeast;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891736310807303;test;4.186370155;10;300;620;8;8;1036;multinomial
satimage;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975543323505805;train;2.769632825;3;160;326;20;25;4505;multinomial
satimage;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977960561725101;test;2.769632825;3;160;326;20;25;4505;multinomial
pima;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.847938144329897;train;1.49102341833333;15;8;244;8;8;538;binomial
pima;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.806219681219681;test;1.49102341833333;15;8;244;8;8;538;binomial
637_fri_c1_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124162202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837463104010562;train;1.91610271666667;10;300;620;31;50;350;continuous
637_fri_c1_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124162202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.896872681522321;test;1.91610271666667;10;300;620;31;50;350;continuous
ann_thyroid;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989419322567881;train;3.17569775333333;9;248;514;11;20;5040;multinomial
ann_thyroid;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977674742972112;test;3.17569775333333;9;248;514;11;20;5040;multinomial
228_elusage;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125154639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.388023453263976;train;0.0366371033333333;3;5;40;1;1;39;continuous
228_elusage;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125154639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.358665169404104;test;0.0366371033333333;3;5;40;1;1;39;continuous
Hill_Valley_without_noise;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52730199256258;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.462968607131972;test;;-Inf;-Inf;;1;1;849;binomial
horse_colic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907613344739093;train;3.69458879;10;22;382;11;22;258;binomial
horse_colic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851623931623932;test;3.69458879;10;22;382;11;22;258;binomial
634_fri_c2_100_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82409761527833;train;0.555726473333333;9;18;340;2;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85658672897261;test;0.555726473333333;9;18;340;2;9;70;continuous
1096_FacultySalaries;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.327991150862856;train;0.0688247983333333;3;4;32;2;2;35;continuous
1096_FacultySalaries;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.550636804787514;test;0.0688247983333333;3;4;32;2;2;35;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821015289543678;train;0.381095851666667;8;50;376;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827924028139634;test;0.381095851666667;8;50;376;10;10;700;continuous
192_vineyard;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481449141854556;train;0.522937306666667;3;160;326;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537877841294932;test;0.522937306666667;3;160;326;1;1;37;continuous
analcatdata_boxing1;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638521634615385;train;0.164831295;6;3;42;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.588461538461539;test;0.164831295;6;3;42;1;3;84;binomial
tokyo1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975475687103594;train;1.76299196666667;8;260;536;20;21;672;binomial
tokyo1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987599831862127;test;1.76299196666667;8;260;536;20;21;672;binomial
tokyo1;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978211009174312;train;0.279457745;3;63;166;21;23;672;binomial
tokyo1;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977298407806882;test;0.279457745;3;63;166;21;23;672;binomial
344_mv;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.393266861831101;train;2.71234485666667;6;20;254;10;10;28538;continuous
344_mv;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.395309651508316;test;2.71234485666667;6;20;254;10;10;28538;continuous
192_vineyard;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.593039165624659;train;0.653130166666667;3;160;326;2;2;37;continuous
192_vineyard;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.579141430581499;test;0.653130166666667;3;160;326;2;2;37;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81958768382517;train;0.910340808333333;3;50;150;16;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851855314884478;test;0.910340808333333;3;50;150;16;25;350;continuous
tae;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.699233058608059;train;0.0758802516666667;6;5;68;4;5;106;multinomial
tae;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.641025641025641;test;0.0758802516666667;6;5;68;4;5;106;multinomial
644_fri_c4_250_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831814891202163;train;0.182532003333333;3;90;186;5;25;175;continuous
644_fri_c4_250_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.912427442120592;test;0.182532003333333;3;90;186;5;25;175;continuous
mnist;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.64485831504332;train;238.483119293333;1;25;52;72;525;49000;multinomial
mnist;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.646957463796489;test;238.483119293333;1;25;52;72;525;49000;multinomial
appendicitis;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845555555555556;train;0.929929019983333;5;200;410;4;4;75;binomial
appendicitis;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88;test;0.929929019983333;5;200;410;4;4;75;binomial
615_fri_c4_250_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261089134454391;train;1.36048451;6;220;452;9;10;175;continuous
615_fri_c4_250_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.540217854267;test;1.36048451;6;220;452;9;10;175;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80663398656312;train;1.13691280166667;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800701275668348;test;1.13691280166667;3;160;326;5;5;700;continuous
analcatdata_germangss;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.739322369851671;train;0.643863185;3;160;326;2;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701067512921108;test;0.643863185;3;160;326;2;5;280;multinomial
clean2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97311888965194;train;0.547698571666667;3;80;166;102;106;4619;binomial
clean2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968245131551112;test;0.547698571666667;3;80;166;102;106;4619;binomial
1030_ERA;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.744067852813446;train;0.246157058333333;3;8;60;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792621357891564;test;0.246157058333333;3;8;60;4;4;700;continuous
622_fri_c2_1000_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801199705884615;train;2.330851095;9;276;570;13;50;700;continuous
622_fri_c2_1000_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824048953206093;test;2.330851095;9;276;570;13;50;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812177581232726;train;1.32635442833333;7;50;314;5;25;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795861880789156;test;1.32635442833333;7;50;314;5;25;700;continuous
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896193771626298;train;1.89856552833333;10;284;588;3;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909090909090909;test;1.89856552833333;10;284;588;3;7;68;binomial
659_sleuth_ex1714;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.405497130597696;train;0.0729482883333333;6;5;70;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526425668318874;test;0.0729482883333333;6;5;70;1;1;33;continuous
197_cpu_act;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.327866362530316;train;0.33414933;5;85;260;4;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.346618188025045;test;0.33414933;5;85;260;4;17;5735;continuous
phoneme;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802831095662931;train;1.70502124;7;240;494;5;5;3783;binomial
phoneme;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801449275362319;test;1.70502124;7;240;494;5;5;3783;binomial
hypothyroid;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947443278309897;train;1.73691547333333;6;220;452;9;20;2215;binomial
hypothyroid;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955572480324956;test;1.73691547333333;6;220;452;9;20;2215;binomial
horse_colic;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888103269330566;train;0.648813571666667;3;160;326;5;22;258;binomial
horse_colic;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832282913165266;test;0.648813571666667;3;160;326;5;22;258;binomial
210_cloud;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236711970395827;train;0.595605038333333;3;160;326;2;5;76;continuous
210_cloud;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347876649109633;test;0.595605038333333;3;160;326;2;5;76;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125101750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860602290844198;train;2.12890345998333;6;100;276;46;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125101750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856054618420063;test;2.12890345998333;6;100;276;46;50;350;continuous
prnn_crabs;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.123508425;3;4;30;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983258928571429;test;0.123508425;3;4;30;4;4;140;binomial
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599653207419666;train;13.860475285;8;260;536;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.60514002058767;test;13.860475285;8;260;536;9;9;21773;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809576982819669;train;0.335968775;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80567792417623;test;0.335968775;3;10;72;5;5;700;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469136832777738;train;1.13219222666667;20;232;548;24;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463723932644146;test;1.13219222666667;20;232;548;24;50;350;continuous
706_sleuth_case1202;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463980922861027;train;1.5267179;5;200;410;6;6;66;continuous
706_sleuth_case1202;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.601686688061002;test;1.5267179;5;200;410;6;6;66;continuous
letter;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980900436651639;train;67.6418670933167;1;16;42;16;16;14000;multinomial
letter;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980925508842308;test;67.6418670933167;1;16;42;16;16;14000;multinomial
612_fri_c1_1000_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829428339809739;train;0.350306895;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891766023028191;test;0.350306895;3;10;72;5;5;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225096364381386;train;1.22150402833333;3;160;326;10;25;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319610080805199;test;1.22150402833333;3;160;326;10;25;700;continuous
analcatdata_lawsuit;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.185031715016667;3;4;30;4;4;185;binomial
analcatdata_lawsuit;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974025974025974;test;0.185031715016667;3;4;30;4;4;185;binomial
iris;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995078995078995;train;0.552907996666667;3;160;326;1;3;105;multinomial
iris;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998217468805704;test;0.552907996666667;3;160;326;1;3;105;multinomial
vehicle;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982699213330177;train;0.785440568333333;3;160;326;13;13;593;multinomial
vehicle;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921845508988366;test;0.785440568333333;3;160;326;13;13;593;multinomial
712_chscase_geyser1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457860510927028;train;0.517579418333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.455565035396849;test;0.517579418333333;3;160;326;1;2;156;continuous
mfeat_fourier;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983439910658938;train;3.64515629331667;7;240;494;66;76;1400;multinomial
mfeat_fourier;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974173339452886;test;3.64515629331667;7;240;494;66;76;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9997801050392;train;3.19502865335;5;200;410;65;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998610658322002;test;3.19502865335;5;200;410;65;136;1400;multinomial
analcatdata_happiness;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779181929181929;train;0.662251016666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784920634920635;test;0.662251016666667;3;160;326;1;3;42;multinomial
bupa;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.654661452973863;train;0.368791493333333;10;20;354;5;5;242;binomial
bupa;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769756838905775;test;0.368791493333333;10;20;354;5;5;242;binomial
641_fri_c1_500_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195848061580137;train;2.42642489331667;16;378;788;3;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363788652770059;test;2.42642489331667;16;378;788;3;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53659597588845;train;1.66293786668333;6;220;452;8;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.569357353059829;test;1.66293786668333;6;220;452;8;10;350;continuous
594_fri_c2_100_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125191227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848309326298649;train;0.234620021666667;6;25;292;3;5;70;continuous
594_fri_c2_100_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125191227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91849443267716;test;0.234620021666667;6;25;292;3;5;70;continuous
backache;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125131955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891975308641975;train;3.68852433833333;20;500;1040;25;31;126;binomial
backache;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125131955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.683890577507599;test;3.68852433833333;20;500;1040;25;31;126;binomial
hepatitis;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910569105691057;train;0.310389325;5;76;258;12;19;109;binomial
hepatitis;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84390243902439;test;0.310389325;5;76;258;12;19;109;binomial
twonorm;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997947823494335;train;0.29579062;3;55;166;20;20;5180;binomial
twonorm;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998006576026479;test;0.29579062;3;55;166;20;20;5180;binomial
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843064440335587;train;0.768381601666667;3;72;150;4;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848840939822045;test;0.768381601666667;3;72;150;4;100;700;continuous
503_wind;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406409369402908;train;5.95497629166667;3;160;326;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.455498038062949;test;5.95497629166667;3;160;326;14;14;4602;continuous
heart_statlog;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925292529252925;train;1.36591681833333;6;220;452;10;13;189;binomial
heart_statlog;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934948979591837;test;1.36591681833333;6;220;452;10;13;189;binomial
547_no2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616807284213036;train;0.511941453333333;8;35;364;7;7;350;continuous
547_no2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.702319055163346;test;0.511941453333333;8;35;364;7;7;350;continuous
irish;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916538171319839;train;0.255741778333333;6;16;210;3;4;350;binomial
irish;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.78748370273794;test;0.255741778333333;6;16;210;3;4;350;binomial
603_fri_c0_250_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.512732510011054;train;0.94969718165;3;160;326;50;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.636252756770798;test;0.94969718165;3;160;326;50;50;175;continuous
pima;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828694181635358;train;0.218023536666667;3;8;56;8;8;538;binomial
pima;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850360427541636;test;0.218023536666667;3;8;56;8;8;538;binomial
analcatdata_happiness;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722771672771673;train;0.0872634733333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803968253968254;test;0.0872634733333333;3;3;24;1;3;42;multinomial
prnn_fglass;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827227080530463;train;2.11984725166667;13;9;240;2;9;144;multinomial
prnn_fglass;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.809115646258503;test;2.11984725166667;13;9;240;2;9;144;multinomial
633_fri_c0_500_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504406732333706;train;0.655087271666667;3;49;150;18;25;350;continuous
633_fri_c0_500_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.521097125459206;test;0.655087271666667;3;49;150;18;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125101614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835291953327416;train;0.740155885016667;11;125;522;6;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125101614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834723007207763;test;0.740155885016667;11;125;522;6;25;350;continuous
satimage;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980132687388105;train;5.18820605166667;12;318;660;23;24;4505;multinomial
satimage;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977088697814519;test;5.18820605166667;12;318;660;23;24;4505;multinomial
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124200326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300088124559975;train;1.44477844833333;5;200;410;7;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124200326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.4045229470272;test;1.44477844833333;5;200;410;7;10;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125102433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856876688229045;train;0.614947073333333;10;125;470;6;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125102433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802119874628006;test;0.614947073333333;10;125;470;6;25;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83778433816066;train;0.905772013333333;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844261508015775;test;0.905772013333333;3;160;326;5;100;700;continuous
ann_thyroid;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125130724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9941413243307;train;0.855938506666667;10;21;362;5;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125130724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994088520415567;test;0.855938506666667;10;21;362;5;21;5040;multinomial
phoneme;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792928281817171;train;1.44124162833333;5;200;410;4;5;3783;binomial
phoneme;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793860775751349;test;1.44124162833333;5;200;410;4;5;3783;binomial
clean1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963069109377834;train;1.01495976;3;160;326;90;90;334;binomial
clean1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881568144499179;test;1.01495976;3;160;326;90;90;334;binomial
mfeat_factors;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.23185849833333;3;66;138;107;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988788756263306;test;1.23185849833333;3;66;138;107;135;1400;multinomial
195_auto_price;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.411056481467076;train;1.95987464833333;12;340;704;4;10;112;continuous
195_auto_price;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.367791483172376;test;1.95987464833333;12;340;704;4;10;112;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801847356972744;train;0.166041846666667;3;10;76;5;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840585252514038;test;0.166041846666667;3;10;76;5;5;70;continuous
diabetes;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842081511336581;train;0.330984306666667;3;8;56;8;8;538;binomial
diabetes;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831699737030839;test;0.330984306666667;3;8;56;8;8;538;binomial
564_fried;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282075361620482;train;44.2332464666667;2;140;284;10;10;28538;continuous
564_fried;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304580419141632;test;44.2332464666667;2;140;284;10;10;28538;continuous
dermatology;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998394888577217;train;4.071013475;5;25;204;20;25;257;multinomial
dermatology;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987479382216224;test;4.071013475;5;25;204;20;25;257;multinomial
607_fri_c4_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822119813759203;train;1.334395845;6;204;420;19;50;700;continuous
607_fri_c4_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832900276766797;test;1.334395845;6;204;420;19;50;700;continuous
646_fri_c3_500_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778795329175227;train;1.46654100666667;5;200;410;7;10;350;continuous
646_fri_c3_500_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847533917823984;test;1.46654100666667;5;200;410;7;10;350;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419553097081281;train;2.19612942;8;260;536;23;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48836045364256;test;2.19612942;8;260;536;23;50;175;continuous
adult;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898204836171972;train;12.0566364616667;10;220;460;11;12;34190;binomial
adult;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891797636789877;test;12.0566364616667;10;220;460;11;12;34190;binomial
654_fri_c0_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53808096552975;train;1.73823133833333;8;20;334;10;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558457980651537;test;1.73823133833333;8;20;334;10;10;350;continuous
schizo;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.775518119197364;train;0.835528358333333;3;160;326;10;13;238;multinomial
schizo;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.591450980392157;test;0.835528358333333;3;160;326;10;13;238;multinomial
optdigits;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999909062867424;train;32.0761279016667;2;46;96;61;61;3934;multinomial
optdigits;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998401158687255;test;32.0761279016667;2;46;96;61;61;3934;multinomial
hepatitis;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940205627705628;train;1.41524908333333;6;220;452;5;18;109;binomial
hepatitis;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.605194805194805;test;1.41524908333333;6;220;452;5;18;109;binomial
582_fri_c1_500_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790207971860399;train;1.94760003666667;8;260;536;15;25;350;continuous
582_fri_c1_500_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872261468525389;test;1.94760003666667;8;260;536;15;25;350;continuous
637_fri_c1_500_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124211217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829205216627124;train;0.223586128333333;3;90;186;14;50;350;continuous
637_fri_c1_500_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124211217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878284118096516;test;0.223586128333333;3;90;186;14;50;350;continuous
coil2000;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.703790806856644;train;7.601984395;0;5;10;2;59;6876;binomial
coil2000;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.721087580760948;test;7.601984395;0;5;10;2;59;6876;binomial
623_fri_c4_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819975712535207;train;0.131823156666667;3;50;166;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832782273748983;test;0.131823156666667;3;50;166;5;10;700;continuous
fars;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900743203003407;train;56.2985563566667;0;5;10;21;21;70678;multinomial
fars;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906866121971421;test;56.2985563566667;0;5;10;21;21;70678;multinomial
horse_colic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853697126251211;train;1.70300579666667;7;22;224;2;22;258;binomial
horse_colic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818840579710145;test;1.70300579666667;7;22;224;2;22;258;binomial
621_fri_c0_100_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792427862405955;train;1.71410849;7;224;462;8;10;70;continuous
621_fri_c0_100_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803619608485461;test;1.71410849;7;224;462;8;10;70;continuous
602_fri_c3_250_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195364619039733;train;1.52181117;8;260;536;5;9;175;continuous
602_fri_c3_250_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377192936495761;test;1.52181117;8;260;536;5;9;175;continuous
nikuradse_1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0222470404970624;train;1.92201239668333;9;280;578;2;2;254;continuous
nikuradse_1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0275144789703635;test;1.92201239668333;9;280;578;2;2;254;continuous
analcatdata_japansolvent;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912280701754386;train;0.194159786666667;6;5;66;3;5;37;binomial
analcatdata_japansolvent;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.194159786666667;6;5;66;3;5;37;binomial
218_house_8L;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456588885785342;train;0.19860399;3;40;166;8;8;15949;continuous
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527_analcatdata_election2000;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143354039590926;train;1.36598759333333;7;240;494;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.110886713812022;test;1.36598759333333;7;240;494;1;1;47;continuous
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coil2000;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.752070458929286;train;5.94696504;7;218;450;7;59;6876;binomial
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564_fried;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28430057608156;train;26.55545444;13;232;490;5;10;28538;continuous
564_fried;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30528411997283;test;26.55545444;13;232;490;5;10;28538;continuous
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637_fri_c1_500_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87572333522372;test;2.17261648833333;5;97;234;7;50;350;continuous
678_visualizing_environmental;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.696410187105452;train;0.090125515;3;15;114;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.936511822399865;test;0.090125515;3;15;114;3;3;78;continuous
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credit_a;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93136885708906;test;0.324878631683333;5;55;250;3;14;483;binomial
hypothyroid;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949435334947988;train;1.58345192166667;20;80;880;11;20;2215;binomial
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712_chscase_geyser1;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503524454818846;train;0.618573395;3;160;326;2;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.578312796543206;test;0.618573395;3;160;326;2;2;156;continuous
cleve;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968828602227812;train;0.622881756666667;3;160;326;12;13;213;binomial
cleve;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824604743083004;test;0.622881756666667;3;160;326;12;13;213;binomial
analcatdata_boxing2;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.756769374416433;train;0.563869365;3;160;326;2;3;93;binomial
analcatdata_boxing2;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.536842105263158;test;0.563869365;3;160;326;2;3;93;binomial
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bupa;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724533715925395;train;0.568880733333333;15;5;156;5;5;242;binomial
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segmentation;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999740233208302;train;1.630257285;3;160;326;13;14;1617;multinomial
segmentation;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999024950862663;test;1.630257285;3;160;326;13;14;1617;multinomial
labor;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984;train;0.676544811666667;3;160;326;10;15;40;binomial
labor;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95;test;0.676544811666667;3;160;326;10;15;40;binomial
195_auto_price;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187224402555568;train;1.93884930833333;12;340;704;4;10;112;continuous
195_auto_price;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349727100554703;test;1.93884930833333;12;340;704;4;10;112;continuous
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mfeat_morphological;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918037263814469;test;1.42359811;3;160;326;2;2;1400;multinomial
tokyo1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980713050163367;train;0.91404791;3;160;326;12;22;672;binomial
tokyo1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979692097519966;test;0.91404791;3;160;326;12;22;672;binomial
allhypo;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953228401360544;train;5.346619375;8;260;536;2;25;2639;multinomial
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dermatology;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999896480331263;train;0.800899296666667;3;160;326;25;25;257;multinomial
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562_cpu_small;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.13811584199811;train;9.04256041333333;7;240;494;11;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.158800922360805;test;9.04256041333333;7;240;494;11;12;5735;continuous
529_pollen;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.429342429142285;train;0.556868195;6;8;108;4;4;2694;continuous
529_pollen;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446991459764256;test;0.556868195;6;8;108;4;4;2694;continuous
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hepatitis;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125204648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898809523809524;train;0.948598443333333;6;220;452;13;19;109;binomial
hepatitis;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125204648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818181818181818;test;0.948598443333333;6;220;452;13;19;109;binomial
cmc;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734808285404685;train;0.379829008333333;13;9;240;9;9;1032;multinomial
cmc;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698405903133057;test;0.379829008333333;13;9;240;9;9;1032;multinomial
calendarDOW;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992723874146659;train;1.869851615;8;260;536;10;14;280;multinomial
calendarDOW;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837802409983819;test;1.869851615;8;260;536;10;14;280;multinomial
646_fri_c3_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809645676279474;train;0.873109978333334;3;160;326;5;9;350;continuous
646_fri_c3_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761990217053041;test;0.873109978333334;3;160;326;5;9;350;continuous
588_fri_c4_1000_100;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841416077155471;train;0.885272978333333;3;160;326;10;100;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811058633810693;test;0.885272978333333;3;160;326;10;100;700;continuous
texture;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999955487548833;train;0.442831875;3;14;86;13;14;3850;multinomial
texture;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999254470702455;test;0.442831875;3;14;86;13;14;3850;multinomial
1199_BNG_echoMonths;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713942268471269;train;0.15696932;3;45;166;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703750898291034;test;0.15696932;3;45;166;9;9;12248;continuous
horse_colic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889798323729701;train;0.59337175835;9;86;426;3;22;258;binomial
horse_colic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878787878787879;test;0.59337175835;9;86;426;3;22;258;binomial
645_fri_c3_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81294510092425;train;1.520136425;6;220;452;20;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875315441056697;test;1.520136425;6;220;452;20;50;350;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832990602247529;train;0.39843798;8;50;376;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799209168370593;test;0.39843798;8;50;376;5;10;700;continuous
confidence;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900396825396826;train;1.25411742333333;5;200;410;1;1;51;multinomial
confidence;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953333333333333;test;1.25411742333333;5;200;410;1;1;51;multinomial
542_pollution;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525933124223797;train;2.17990296335;13;360;746;9;12;42;continuous
542_pollution;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.748537509499134;test;2.17990296335;13;360;746;9;12;42;continuous
608_fri_c3_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831334980527359;train;0.115617146666667;3;50;166;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867603991009649;test;0.115617146666667;3;50;166;5;10;700;continuous
breast;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991924604305611;train;1.06737188333333;3;160;326;9;10;490;binomial
breast;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997791434607259;test;1.06737188333333;3;160;326;9;10;490;binomial
phoneme;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982476086720853;train;6.911049165;10;300;620;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949024946867915;test;6.911049165;10;300;620;5;5;3783;binomial
nikuradse_1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.326198214345098;train;0.0804934333333333;3;10;80;2;2;254;continuous
nikuradse_1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.361746480447247;test;0.0804934333333333;3;10;80;2;2;254;continuous
1595_poker;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816107075631705;train;2.68106725331667;3;48;162;10;10;717507;continuous
1595_poker;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815007454633028;test;2.68106725331667;3;48;162;10;10;717507;continuous
230_machine_cpu;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.257975222544723;train;1.08105439333333;5;200;410;4;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297053602887944;test;1.08105439333333;5;200;410;4;6;147;continuous
sleep;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880599149291018;train;33.19409366;1;120;242;12;13;74136;multinomial
sleep;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884989954690768;test;33.19409366;1;120;242;12;13;74136;multinomial
505_tecator;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125193404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0783028571677257;train;0.818518053333333;5;184;378;2;16;168;continuous
505_tecator;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125193404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.103774260528246;test;0.818518053333333;5;184;378;2;16;168;continuous
695_chatfield_4;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.332858910301306;train;0.857529975;3;160;326;2;5;165;continuous
695_chatfield_4;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.32261646665;test;0.857529975;3;160;326;2;5;165;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786362723385294;train;0.777401693333333;3;160;326;4;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860347059478012;test;0.777401693333333;3;160;326;4;9;70;continuous
irish;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916538171319839;train;0.295137203333333;8;16;252;3;4;350;binomial
irish;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.78748370273794;test;0.295137203333333;8;16;252;3;4;350;binomial
letter;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980740531763148;train;10.954284695;3;160;326;16;16;14000;multinomial
letter;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977109983260549;test;10.954284695;3;160;326;16;16;14000;multinomial
analcatdata_aids;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80921052631579;train;0.16426697;7;12;152;3;3;35;binomial
analcatdata_aids;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.16426697;7;12;152;3;3;35;binomial
mnist;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995260531523695;train;66.93357165665;0;100;200;647;651;49000;multinomial
mnist;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993809543085213;test;66.93357165665;0;100;200;647;651;49000;multinomial
1089_USCrime;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124185908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.407048777096636;train;0.126438388333333;3;6;48;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124185908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.400011259035725;test;0.126438388333333;3;6;48;3;3;33;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770404145662071;train;0.243986923333333;5;8;92;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.02032230660587;test;0.243986923333333;5;8;92;4;4;70;continuous
617_fri_c3_500_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829877214386702;train;0.313537918333333;3;10;72;5;5;350;continuous
617_fri_c3_500_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823027830650452;test;0.313537918333333;3;10;72;5;5;350;continuous
527_analcatdata_election2000;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318053693233935;train;0.615783388333333;3;160;326;1;2;47;continuous
527_analcatdata_election2000;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279100747173041;test;0.615783388333333;3;160;326;1;2;47;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551765783774779;train;0.638490993333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.499101486354776;test;0.638490993333333;3;160;326;1;1;849;binomial
649_fri_c0_500_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261545196757242;train;1.91294275666667;15;352;734;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379048692213607;test;1.91294275666667;15;352;734;5;5;350;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465549702624293;train;2.19225460166667;7;100;318;50;50;350;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494995567769097;test;2.19225460166667;7;100;318;50;50;350;continuous
vowel;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964669019996467;train;6.03048573833333;3;13;88;10;13;693;multinomial
vowel;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964679978879895;test;6.03048573833333;3;13;88;10;13;693;multinomial
617_fri_c3_500_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214112997878871;train;1.57901820333333;7;240;494;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356494548616325;test;1.57901820333333;7;240;494;5;5;350;continuous
confidence;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891913580246914;train;0.94601877;5;200;410;1;1;51;multinomial
confidence;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918518518518519;test;0.94601877;5;200;410;1;1;51;multinomial
592_fri_c4_1000_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204318191031299;train;1.29533718998333;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292985017653984;test;1.29533718998333;3;160;326;5;25;700;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124165430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183896410882876;train;1.18252737;8;255;526;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124165430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.137588099429045;test;1.18252737;8;255;526;1;1;47;continuous
wine_quality_white;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125141210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897703796558662;train;12.5579427866667;20;389;818;11;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125141210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.713917046757376;test;12.5579427866667;20;389;818;11;11;3429;multinomial
wine_quality_red;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770846435971589;train;2.808698875;7;224;462;5;11;1120;multinomial
wine_quality_red;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714780513176144;test;2.808698875;7;224;462;5;11;1120;multinomial
breast_cancer;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.758215130023641;train;1.14807609166667;17;36;746;5;9;201;binomial
breast_cancer;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640333333333333;test;1.14807609166667;17;36;746;5;9;201;binomial
678_visualizing_environmental;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.719474017768324;train;0.10444673165;3;6;48;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769886502850758;test;0.10444673165;3;6;48;3;3;78;continuous
flags;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.805260009141997;train;0.769649321666667;3;160;326;10;39;125;multinomial
flags;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.660428240740741;test;0.769649321666667;3;160;326;10;39;125;multinomial
schizo;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.643823716145966;train;2.05709810833333;20;253;546;1;13;238;multinomial
schizo;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642426303854875;test;2.05709810833333;20;253;546;1;13;238;multinomial
breast_w;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988773986617265;train;0.737791115;3;160;326;7;8;490;binomial
breast_w;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991078669910787;test;0.737791115;3;160;326;7;8;490;binomial
621_fri_c0_100_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499980799822848;train;0.366334396666667;3;20;140;10;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.551958301382935;test;0.366334396666667;3;20;140;10;10;70;continuous
pendigits;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99847239616548;train;0.456943863333333;3;16;94;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997976966999499;test;0.456943863333333;3;16;94;16;16;7695;multinomial
615_fri_c4_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125181015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810831562565156;train;0.414971588333333;8;50;376;5;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125181015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783443261648282;test;0.414971588333333;8;50;376;5;10;175;continuous
haberman;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719289164941339;train;0.171317698333333;6;12;160;2;3;215;binomial
haberman;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.669560185185185;test;0.171317698333333;6;12;160;2;3;215;binomial
banana;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.549388643718741;train;0.129951995;6;8;112;2;2;3710;binomial
banana;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535975283134374;test;0.129951995;6;8;112;2;2;3710;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941176470588235;train;0.49745583;13;20;490;3;5;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.776785714285714;test;0.49745583;13;20;490;3;5;37;binomial
collins;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.21652302166667;3;144;294;20;20;340;multinomial
collins;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.21652302166667;3;144;294;20;20;340;multinomial
hepatitis;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858175248419151;train;2.83226501166667;16;19;534;11;19;109;binomial
hepatitis;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8;test;2.83226501166667;16;19;534;11;19;109;binomial
heart_h;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945679258447124;train;0.671548301666667;3;160;326;10;12;206;binomial
heart_h;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916211293260474;test;0.671548301666667;3;160;326;10;12;206;binomial
ecoli;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125125739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977476916692603;train;0.628882593333333;3;160;326;5;5;229;multinomial
ecoli;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125125739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962329819938516;test;0.628882593333333;3;160;326;5;5;229;multinomial
651_fri_c0_100_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452510953652168;train;1.28855228;5;200;410;21;25;70;continuous
651_fri_c0_100_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.62223593247244;test;1.28855228;5;200;410;21;25;70;continuous
573_cpu_act;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125202050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.263047546742397;train;0.856261068333333;3;30;116;2;17;5735;continuous
573_cpu_act;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125202050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.270967715682436;test;0.856261068333333;3;30;116;2;17;5735;continuous
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.507969332918813;train;0.669221581666667;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.518976196259412;test;0.669221581666667;3;160;326;1;1;849;binomial
analcatdata_happiness;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.685164835164835;train;1.04744808;3;160;326;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.670634920634921;test;1.04744808;3;160;326;1;3;42;multinomial
603_fri_c0_250_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483579146164334;train;1.63636634833333;6;94;276;9;50;175;continuous
603_fri_c0_250_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.498197236786857;test;1.63636634833333;6;94;276;9;50;175;continuous
schizo;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125205435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66728441050475;train;2.93082770166667;11;13;260;1;13;238;multinomial
schizo;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125205435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594666920925502;test;2.93082770166667;11;13;260;1;13;238;multinomial
201_pol;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.693433026855626;train;5.08329316831667;5;44;230;4;25;10500;continuous
201_pol;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704705775669162;test;5.08329316831667;5;44;230;4;25;10500;continuous
Hill_Valley_with_noise;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.546900665926748;train;0.0354798716666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.513280917977051;test;0.0354798716666667;3;4;32;1;1;849;binomial
1089_USCrime;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.423396236351956;train;0.0469148683333333;3;4;32;2;2;33;continuous
1089_USCrime;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320936295414059;test;0.0469148683333333;3;4;32;2;2;33;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238602339896695;train;1.69635590333333;9;260;538;4;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44701654512363;test;1.69635590333333;9;260;538;4;10;175;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833374012181903;train;0.81865607;3;160;326;10;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847732405174682;test;0.81865607;3;160;326;10;50;700;continuous
pendigits;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999833259472828;train;6.911205395;3;160;326;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999479200860172;test;6.911205395;3;160;326;16;16;7695;multinomial
cars;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126103250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777387041075377;train;1.55768598166667;10;6;124;2;6;275;multinomial
cars;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126103250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.778489528489529;test;1.55768598166667;10;6;124;2;6;275;multinomial
ring;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775040618858629;train;2.98095619833333;6;20;178;20;20;5180;binomial
ring;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766368456496327;test;2.98095619833333;6;20;178;20;20;5180;binomial
633_fri_c0_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493680718057152;train;0.307226393333333;5;123;270;11;25;350;continuous
633_fri_c0_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503498097340686;test;0.307226393333333;5;123;270;11;25;350;continuous
505_tecator;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.11270041953172;train;0.984611338333333;3;36;150;14;18;168;continuous
505_tecator;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.11604976355417;test;0.984611338333333;3;36;150;14;18;168;continuous
593_fri_c1_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820810122765824;train;0.384929035;8;50;376;9;10;700;continuous
593_fri_c1_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825390185090551;test;0.384929035;8;50;376;9;10;700;continuous
analcatdata_asbestos;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125101815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854895104895105;train;2.31847765333333;20;495;1030;2;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125101815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947552447552448;test;2.31847765333333;20;495;1030;2;3;59;binomial
1096_FacultySalaries;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.396380438881016;train;0.135950245;5;4;48;2;2;35;continuous
1096_FacultySalaries;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.266459419123337;test;0.135950245;5;4;48;2;2;35;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467444466961281;train;0.138213103333333;3;25;166;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.562897518583085;test;0.138213103333333;3;25;166;5;5;70;continuous
clean2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970729866528848;train;4.45955676166667;16;286;604;95;105;4619;binomial
clean2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959210068689679;test;4.45955676166667;16;286;604;95;105;4619;binomial
665_sleuth_case2002;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.727077049611083;train;0.389412598333333;8;12;208;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767170863131219;test;0.389412598333333;8;12;208;2;6;103;continuous
buggyCrx;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913097000791984;train;2.02667817333333;10;13;246;4;13;483;binomial
buggyCrx;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887713109935332;test;2.02667817333333;10;13;246;4;13;483;binomial
626_fri_c2_500_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170378223189946;train;3.23700918;9;280;578;14;50;350;continuous
626_fri_c2_500_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378532268998225;test;3.23700918;9;280;578;14;50;350;continuous
crx;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908680543428911;train;1.30197764;5;13;124;4;13;483;binomial
crx;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923328964613368;test;1.30197764;5;13;124;4;13;483;binomial
592_fri_c4_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259932852714282;train;1.21630159166667;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32411423131198;test;1.21630159166667;3;160;326;5;25;700;continuous
591_fri_c1_100_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824681993337777;train;1.44838165;11;20;450;1;10;70;continuous
591_fri_c1_100_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.09426414851657;test;1.44838165;11;20;450;1;10;70;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.900063740269333;train;30.53267461;0;100;200;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.904161487692194;test;30.53267461;0;100;200;9;9;81648;continuous
clean2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126092739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999059175332621;train;5.69807274833333;5;200;410;16;110;4619;binomial
clean2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126092739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997197171299034;test;5.69807274833333;5;200;410;16;110;4619;binomial
analcatdata_lawsuit;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.541132555;3;160;326;2;4;185;binomial
analcatdata_lawsuit;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986486486486486;test;0.541132555;3;160;326;2;4;185;binomial
credit_g;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832547169811321;train;0.579368865;8;79;376;13;20;700;binomial
credit_g;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.727969554030875;test;0.579368865;8;79;376;13;20;700;binomial
590_fri_c0_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.492705465161046;train;0.230790093333333;3;90;186;6;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491804292739582;test;0.230790093333333;3;90;186;6;50;700;continuous
shuttle;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793183495474106;train;32.871493295;1;8;24;4;8;40600;multinomial
shuttle;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784490884114324;test;32.871493295;1;8;24;4;8;40600;multinomial
mfeat_fourier;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994997732184213;train;0.498535974983333;3;64;138;59;76;1400;multinomial
mfeat_fourier;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952562078482831;test;0.498535974983333;3;64;138;59;76;1400;multinomial
564_fried;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487944314124165;train;0.465448736666667;5;50;250;10;10;28538;continuous
564_fried;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49098176129092;test;0.465448736666667;5;50;250;10;10;28538;continuous
dis;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.696496035205713;train;11.2171021616667;20;24;760;4;24;2641;binomial
dis;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718961818961819;test;11.2171021616667;20;24;760;4;24;2641;binomial
603_fri_c0_250_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48362747411796;train;0.793339208333333;3;72;150;50;50;175;continuous
603_fri_c0_250_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.545504981925375;test;0.793339208333333;3;72;150;50;50;175;continuous
analcatdata_japansolvent;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961988304093567;train;0.462997806666667;3;160;326;1;5;37;binomial
analcatdata_japansolvent;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.824074074074074;test;0.462997806666667;3;160;326;1;5;37;binomial
optdigits;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999191282124013;train;6.24622725666667;3;160;326;52;61;3934;multinomial
optdigits;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998006497503011;test;6.24622725666667;3;160;326;52;61;3934;multinomial
227_cpu_small;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314688873706144;train;0.51098092;8;60;386;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315523149806248;test;0.51098092;8;60;386;3;12;5735;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827552318043336;train;1.20985041666667;5;81;234;9;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.89254772720937;test;1.20985041666667;5;81;234;9;50;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840225621639413;train;0.288337905;3;90;186;5;100;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820120481085836;test;0.288337905;3;90;186;5;100;700;continuous
confidence;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987031024531024;train;1.329080095;7;240;494;1;1;51;multinomial
confidence;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933333333333333;test;1.329080095;7;240;494;1;1;51;multinomial
titanic;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817698651630681;train;1.60401083166667;6;220;452;6;7;1545;binomial
titanic;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791243315508021;test;1.60401083166667;6;220;452;6;7;1545;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835798816568047;train;0.223788401666667;5;6;68;3;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920634920634921;test;0.223788401666667;5;6;68;3;6;65;binomial
607_fri_c4_1000_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125195730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196567986510393;train;1.70355696;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125195730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291867300063587;test;1.70355696;3;160;326;5;50;700;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755750094915325;train;1.514615345;6;49;276;20;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826227564258535;test;1.514615345;6;49;276;20;25;175;continuous
cars;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876946416968347;train;0.865061823333333;3;160;326;6;7;275;multinomial
cars;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795123384253819;test;0.865061823333333;3;160;326;6;7;275;multinomial
analcatdata_happiness;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880608974358974;train;0.0309386633333333;3;3;24;2;3;42;multinomial
analcatdata_happiness;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638605442176871;test;0.0309386633333333;3;3;24;2;3;42;multinomial
225_puma8NH;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753712716266254;train;0.269130383333333;6;40;292;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782497851851953;test;0.269130383333333;6;40;292;2;8;5735;continuous
sleep;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892158401595255;train;31.182244055;2;140;284;13;13;74136;multinomial
sleep;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890899188491935;test;31.182244055;2;140;284;13;13;74136;multinomial
621_fri_c0_100_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.558789472834772;train;1.20075813666667;5;200;410;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677439560224614;test;1.20075813666667;5;200;410;10;10;70;continuous
fars;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915234851016889;train;30.4633254333333;0;100;200;21;21;70678;multinomial
fars;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898616488442099;test;30.4633254333333;0;100;200;21;21;70678;multinomial
637_fri_c1_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838096758015026;train;0.71754609;3;160;326;23;50;350;continuous
637_fri_c1_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892741031818972;test;0.71754609;3;160;326;23;50;350;continuous
heart_h;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927111648041881;train;0.720275631666667;9;48;418;6;12;206;binomial
heart_h;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898305084745763;test;0.720275631666667;9;48;418;6;12;206;binomial
labor;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998575498575499;train;0.876713921666667;13;60;586;3;15;40;binomial
labor;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985714285714286;test;0.876713921666667;13;60;586;3;15;40;binomial
ann_thyroid;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99749803086883;train;2.32337405666667;3;160;326;5;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996948832740758;test;2.32337405666667;3;160;326;5;21;5040;multinomial
vowel;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966068688647382;train;2.54557162333333;7;224;462;9;13;693;multinomial
vowel;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951384002394461;test;2.54557162333333;7;224;462;9;13;693;multinomial
622_fri_c2_1000_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126102740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.798090021731128;train;2.32937945666667;7;100;318;22;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126102740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839702162937265;test;2.32937945666667;7;100;318;22;50;700;continuous
analcatdata_lawsuit;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987394957983193;train;0.539282826666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.539282826666667;3;160;326;2;4;185;binomial
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914372038931872;train;0.873525556666667;6;45;292;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916716882131173;test;0.873525556666667;6;45;292;9;9;81648;continuous
allrep;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125182500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981954611474219;train;2.136525745;5;200;410;4;24;2641;multinomial
allrep;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125182500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990190497874924;test;2.136525745;5;200;410;4;24;2641;multinomial
230_machine_cpu;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.208664738556788;train;1.29590114333333;14;12;352;5;6;147;continuous
230_machine_cpu;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.259033308053253;test;1.29590114333333;14;12;352;5;6;147;continuous
615_fri_c4_250_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126115324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.76867032952045;train;1.60505116501667;6;220;452;9;9;175;continuous
615_fri_c4_250_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126115324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834775353821841;test;1.60505116501667;6;220;452;9;9;175;continuous
penguins;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999855715871254;train;0.753526873333333;3;160;326;6;7;241;multinomial
penguins;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.753526873333333;3;160;326;6;7;241;multinomial
new_thyroid;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999400695193575;train;0.575163053333333;3;160;326;3;5;151;multinomial
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ionosphere;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951139601139601;train;6.26555598833333;19;32;728;31;32;246;binomial
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bupa;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.660758196721312;train;1.140255045;6;220;452;4;5;242;binomial
bupa;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.713907785336357;test;1.140255045;6;220;452;4;5;242;binomial
522_pm10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124192553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.545811800331747;train;0.791090665;3;160;326;7;7;350;continuous
522_pm10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124192553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.733830001704133;test;0.791090665;3;160;326;7;7;350;continuous
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606_fri_c2_1000_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125210233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790747057722111;test;0.23932008;5;50;250;6;10;700;continuous
breast;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985205961612495;train;0.723494866666667;3;160;326;6;10;490;binomial
breast;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972250770811922;test;0.723494866666667;3;160;326;6;10;490;binomial
591_fri_c1_100_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.677784511832473;train;0.819784313333333;3;160;326;10;10;70;continuous
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594_fri_c2_100_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83271757982926;train;1.97651767833333;8;260;536;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.12965730134728;test;1.97651767833333;8;260;536;2;5;70;continuous
230_machine_cpu;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.240044225322208;train;0.473458813333333;10;30;460;3;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.275745985635924;test;0.473458813333333;10;30;460;3;6;147;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803056668124859;train;0.381060195;5;130;270;40;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857365332112766;test;0.381060195;5;130;270;40;50;700;continuous
542_pollution;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466751558210525;train;0.688513298333333;3;160;326;9;9;42;continuous
542_pollution;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.710653647655005;test;0.688513298333333;3;160;326;9;9;42;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800890031006231;train;0.131716705;3;50;166;5;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803748794397587;test;0.131716705;3;50;166;5;10;700;continuous
620_fri_c1_1000_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854458783418866;train;2.236572205;8;50;356;12;25;700;continuous
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628_fri_c3_1000_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15961633740466;train;2.261366205;12;340;704;4;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306036796117594;test;2.261366205;12;340;704;4;5;700;continuous
ring;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781382214403472;train;1.501556655;5;184;378;20;20;5180;binomial
ring;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772959380541685;test;1.501556655;5;184;378;20;20;5180;binomial
1089_USCrime;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.374444015751889;train;0.639194440016667;11;40;502;8;8;33;continuous
1089_USCrime;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314108275644159;test;0.639194440016667;11;40;502;8;8;33;continuous
651_fri_c0_100_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353515423890942;train;1.65764015166667;5;200;410;22;25;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.665551448583984;test;1.65764015166667;5;200;410;22;25;70;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304721851560567;train;1.54576078833333;8;260;536;6;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658477337052214;test;1.54576078833333;8;260;536;6;6;66;continuous
collins;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124202453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.24129433166667;3;160;326;7;20;340;multinomial
collins;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124202453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.24129433166667;3;160;326;7;20;340;multinomial
haberman;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693870091896408;train;0.637978583316667;3;160;326;2;3;215;binomial
haberman;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767123287671233;test;0.637978583316667;3;160;326;2;3;215;binomial
529_pollen;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445795765860372;train;1.939601965;7;224;462;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451239236378899;test;1.939601965;7;224;462;4;4;2694;continuous
yeast;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887882171682625;train;3.19977844166667;9;240;498;8;8;1036;multinomial
yeast;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884835603964875;test;3.19977844166667;9;240;498;8;8;1036;multinomial
561_cpu;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.180975266322401;train;0.50805286;7;14;212;5;7;147;continuous
561_cpu;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.169177595805799;test;0.50805286;7;14;212;5;7;147;continuous
iris;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995674740484429;train;0.701560596666667;3;160;326;2;3;105;multinomial
iris;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979817708333333;test;0.701560596666667;3;160;326;2;3;105;multinomial
iris;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993137254901961;train;0.848175571666667;5;184;378;1;3;105;multinomial
iris;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992361111111111;test;0.848175571666667;5;184;378;1;3;105;multinomial
649_fri_c0_500_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125182821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237168355189122;train;2.49882795666667;11;320;662;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125182821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38524801206384;test;2.49882795666667;11;320;662;5;5;350;continuous
dis;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715020828228376;train;2.00816402666667;8;228;472;14;25;2641;binomial
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606_fri_c2_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790112652348612;train;0.656927415;12;50;544;10;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826310469448432;test;0.656927415;12;50;544;10;10;700;continuous
heart_h;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946576298215888;train;0.500379446666667;6;48;292;9;12;206;binomial
heart_h;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916211293260474;test;0.500379446666667;6;48;292;9;12;206;binomial
cleveland;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.815461597397081;train;1.23387725166667;5;200;410;3;13;213;multinomial
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clean1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.389050656666667;3;112;230;5;88;334;binomial
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588_fri_c4_1000_100;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892144239288132;test;1.54593265166667;18;291;624;15;99;700;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227021166080236;train;2.09481000166667;10;300;620;6;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391239500416497;test;2.09481000166667;10;300;620;6;9;175;continuous
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596_fri_c2_250_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384218809554213;test;2.16608105833333;10;300;620;4;5;175;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829965634526702;train;0.300743265;3;90;186;5;99;700;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838137229904694;test;0.300743265;3;90;186;5;99;700;continuous
texture;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999413488999828;train;6.76221307501667;7;208;430;11;14;3850;multinomial
texture;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999525216128931;test;6.76221307501667;7;208;430;11;14;3850;multinomial
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607_fri_c4_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82030272675436;train;0.714009731666667;13;206;446;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867507966828263;test;0.714009731666667;13;206;446;5;50;700;continuous
wdbc;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99395376092052;train;0.206827168333333;3;79;166;10;22;399;binomial
wdbc;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993787878787879;test;0.206827168333333;3;79;166;10;22;399;binomial
iris;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994088811995386;train;0.585197901666667;3;160;326;1;3;105;multinomial
iris;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990885416666667;test;0.585197901666667;3;160;326;1;3;105;multinomial
663_rabe_266;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188319563221732;train;0.612412813316667;3;160;326;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205219602510267;test;0.612412813316667;3;160;326;2;2;84;continuous
coil2000;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.714482880670645;train;1.25479527001667;3;80;166;2;59;6876;binomial
coil2000;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.70231869509565;test;1.25479527001667;3;80;166;2;59;6876;binomial
flags;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870027189888301;train;2.03084872333333;6;214;440;32;39;125;multinomial
flags;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.723236331569665;test;2.03084872333333;6;214;440;32;39;125;multinomial
buggyCrx;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953049137426397;train;0.822259471666667;3;160;326;14;14;483;binomial
buggyCrx;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892514207329022;test;0.822259471666667;3;160;326;14;14;483;binomial
227_cpu_small;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125152526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.292541010963592;train;2.86973775166667;11;256;534;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125152526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.273244456183789;test;2.86973775166667;11;256;534;3;12;5735;continuous
confidence;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940586419753086;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937037037037037;test;;-Inf;-Inf;;1;1;51;multinomial
mfeat_fourier;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99570018652174;train;3.14935228;5;200;410;17;76;1400;multinomial
mfeat_fourier;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976826248421522;test;3.14935228;5;200;410;17;76;1400;multinomial
218_house_8L;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444743722319053;train;2.75715313166667;6;215;442;8;8;15949;continuous
218_house_8L;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.428457715852932;test;2.75715313166667;6;215;442;8;8;15949;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792877687936868;train;0.6421226;3;18;120;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844421533880079;test;0.6421226;3;18;120;5;9;350;continuous
tae;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.799972231221363;train;4.13845324;20;500;1040;5;5;106;multinomial
tae;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.553588516746412;test;4.13845324;20;500;1040;5;5;106;multinomial
573_cpu_act;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.338045231801858;train;0.841049175;13;85;596;1;17;5735;continuous
573_cpu_act;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.352749594446417;test;0.841049175;13;85;596;1;17;5735;continuous
623_fri_c4_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187704216055007;train;3.30399615166667;10;252;524;5;10;700;continuous
623_fri_c4_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287231883155737;test;3.30399615166667;10;252;524;5;10;700;continuous
heart_statlog;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952342300556586;train;1.016734285;5;200;410;7;13;189;binomial
heart_statlog;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.821909424724602;test;1.016734285;5;200;410;7;13;189;binomial
586_fri_c3_1000_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815056053686663;train;1.407838515;9;228;474;6;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795089375487368;test;1.407838515;9;228;474;6;25;700;continuous
mfeat_morphological;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91623273588778;train;0.960097838333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911905289436654;test;0.960097838333333;3;2;16;2;2;1400;multinomial
607_fri_c4_1000_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226158026317457;train;2.419213825;3;160;326;50;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355481615022803;test;2.419213825;3;160;326;50;50;700;continuous
591_fri_c1_100_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.941415356961954;train;0.393110435;8;50;386;4;10;70;continuous
591_fri_c1_100_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.997373177581989;test;0.393110435;8;50;386;4;10;70;continuous
coil2000;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.665861663491308;train;40.7813079633333;1;25;52;59;59;6876;binomial
coil2000;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67222092727581;test;40.7813079633333;1;25;52;59;59;6876;binomial
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allrep;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964441805279044;train;3.22519287166667;12;228;480;10;24;2641;multinomial
allrep;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954300788849558;test;3.22519287166667;12;228;480;10;24;2641;multinomial
556_analcatdata_apnea2;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.280812579070047;train;1.92464623831667;7;240;494;1;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.221271993425252;test;1.92464623831667;7;240;494;1;3;333;continuous
542_pollution;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507778359296847;train;1.35621959;6;220;452;9;10;42;continuous
542_pollution;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.607941093004051;test;1.35621959;6;220;452;9;10;42;continuous
prnn_crabs;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993259803921569;train;0.722846598333333;3;160;326;3;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.722846598333333;3;160;326;3;3;140;binomial
hepatitis;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855519480519481;train;1.688965585;9;19;336;19;19;109;binomial
hepatitis;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724675324675325;test;1.688965585;9;19;336;19;19;109;binomial
649_fri_c0_500_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475220371309557;train;0.131440928333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439100854222286;test;0.131440928333333;3;25;156;5;5;350;continuous
saheart;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773109243697479;train;0.589866645;3;160;326;9;9;324;binomial
saheart;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845109378928841;test;0.589866645;3;160;326;9;9;324;binomial
diabetes;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837457851637765;train;0.236085243333333;5;32;234;8;8;538;binomial
diabetes;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853554340396446;test;0.236085243333333;5;32;234;8;8;538;binomial
574_house_16H;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.587672822858316;train;1.5385025;20;75;890;15;15;15949;continuous
574_house_16H;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569259959711477;test;1.5385025;20;75;890;15;15;15949;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790648049514604;train;0.150362816666667;3;50;166;5;10;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80474140855781;test;0.150362816666667;3;50;166;5;10;700;continuous
646_fri_c3_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125194207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808907913050227;train;0.876685093333333;3;160;326;6;9;350;continuous
646_fri_c3_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125194207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.764020563640938;test;0.876685093333333;3;160;326;6;9;350;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844213370465278;train;0.296599466666667;5;10;112;4;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862168483121496;test;0.296599466666667;5;10;112;4;5;175;continuous
irish;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912007665873645;train;0.46542677;12;16;404;3;4;350;binomial
irish;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80690836940837;test;0.46542677;12;16;404;3;4;350;binomial
spectf;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953427524856096;train;3.59298800166667;20;427;894;28;44;245;binomial
spectf;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833767361111111;test;3.59298800166667;20;427;894;28;44;245;binomial
1191_BNG_pbc;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818811485540134;train;30.532501265;0;100;200;10;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820388830969264;test;30.532501265;0;100;200;10;18;700000;continuous
satimage;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978014390196119;train;5.74234061666667;7;240;494;19;25;4505;multinomial
satimage;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977835754536216;test;5.74234061666667;7;240;494;19;25;4505;multinomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994951949033582;train;0.589921491666667;3;160;326;21;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994432234432234;test;0.589921491666667;3;160;326;21;21;399;binomial
646_fri_c3_500_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251330156630869;train;0.988859203333333;5;200;410;5;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349872522651772;test;0.988859203333333;5;200;410;5;10;350;continuous
titanic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125202135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821149509166495;train;0.548204596666667;3;8;56;8;8;1545;binomial
titanic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125202135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.795509213959556;test;0.548204596666667;3;8;56;8;8;1545;binomial
satimage;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975684986033754;train;1.06159848168333;10;22;370;12;22;4505;multinomial
satimage;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973188042160745;test;1.06159848168333;10;22;370;12;22;4505;multinomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99921568627451;train;0.640054636666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986666666666667;test;0.640054636666667;3;160;326;2;4;185;binomial
601_fri_c1_250_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266997553523166;train;1.89547440833333;9;280;578;3;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44976417678042;test;1.89547440833333;9;280;578;3;5;175;continuous
collins;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987179487179487;train;2.82105998333333;8;260;536;1;20;340;multinomial
collins;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987179487179487;test;2.82105998333333;8;260;536;1;20;340;multinomial
637_fri_c1_500_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124185219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827215440245309;train;1.056142935;3;72;150;27;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124185219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.887273000631891;test;1.056142935;3;72;150;27;50;350;continuous
1191_BNG_pbc;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782855664099953;train;2.595089695;3;84;176;15;18;700000;continuous
1191_BNG_pbc;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782464782086418;test;2.595089695;3;84;176;15;18;700000;continuous
allhyper;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976355114127276;train;2.18316046;7;208;430;16;24;2640;multinomial
allhyper;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867712760574782;test;2.18316046;7;208;430;16;24;2640;multinomial
labor;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.449394843333333;7;58;334;4;15;40;binomial
labor;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.449394843333333;7;58;334;4;15;40;binomial
mfeat_zernike;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980627722285233;train;6.46387833333333;8;260;536;19;33;1400;multinomial
mfeat_zernike;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974064349486034;test;6.46387833333333;8;260;536;19;33;1400;multinomial
564_fried;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254772766143659;train;28.899424045;8;244;504;7;10;28538;continuous
564_fried;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285012281727811;test;28.899424045;8;244;504;7;10;28538;continuous
624_fri_c0_100_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.552096320597904;train;0.174395368333333;3;10;76;5;5;70;continuous
624_fri_c0_100_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495682066912579;test;0.174395368333333;3;10;76;5;5;70;continuous
201_pol;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167720674964581;train;27.20891708;18;396;828;21;25;10500;continuous
201_pol;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194919584548822;test;27.20891708;18;396;828;21;25;10500;continuous
561_cpu;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.231503229117911;train;1.40108964666667;11;14;324;7;7;147;continuous
561_cpu;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440830316355833;test;1.40108964666667;11;14;324;7;7;147;continuous
620_fri_c1_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856334454677308;train;0.202763535;3;85;176;10;25;700;continuous
620_fri_c1_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799500627190731;test;0.202763535;3;85;176;10;25;700;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799151199740687;train;1.12798999833333;7;99;318;12;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889290077453454;test;1.12798999833333;7;99;318;12;50;350;continuous
tokyo1;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124190833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974459648577204;train;0.212030636666667;3;68;166;15;23;672;binomial
tokyo1;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124190833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975295326142784;test;0.212030636666667;3;68;166;15;23;672;binomial
1595_poker;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814931337247381;train;30.5023054483333;2;140;284;2;10;717507;continuous
1595_poker;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812699070093474;test;30.5023054483333;2;140;284;2;10;717507;continuous
631_fri_c1_500_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80600770425759;train;0.886412281666667;3;160;326;5;5;350;continuous
631_fri_c1_500_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870188528413373;test;0.886412281666667;3;160;326;5;5;350;continuous
heart_c;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912635123161439;train;0.720709335;3;160;326;13;13;213;binomial
heart_c;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952740070387129;test;0.720709335;3;160;326;13;13;213;binomial
ionosphere;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954827780914737;train;1.17644522333333;15;128;678;22;32;246;binomial
ionosphere;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829328914664457;test;1.17644522333333;15;128;678;22;32;246;binomial
653_fri_c0_250_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446418064593628;train;2.122308975;11;50;486;25;25;175;continuous
653_fri_c0_250_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.525248314364183;test;2.122308975;11;50;486;25;25;175;continuous
1595_poker;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81570009535856;train;2.14428218333333;3;50;166;7;10;717507;continuous
1595_poker;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816280616721847;test;2.14428218333333;3;50;166;7;10;717507;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821613542548654;train;0.50864281;3;20;134;8;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830387073673565;test;0.50864281;3;20;134;8;10;700;continuous
breast_cancer_wisconsin;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991191432396252;train;0.184364174983333;3;78;166;9;22;399;binomial
breast_cancer_wisconsin;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994922341696535;test;0.184364174983333;3;78;166;9;22;399;binomial
letter;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980180046522959;train;69.6764759299833;1;16;42;16;16;14000;multinomial
letter;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97990983907834;test;69.6764759299833;1;16;42;16;16;14000;multinomial
pima;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852523375689283;train;0.720379901666667;12;32;518;8;8;538;binomial
pima;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.808558558558559;test;0.720379901666667;12;32;518;8;8;538;binomial
594_fri_c2_100_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839836330144482;train;0.254381035;6;25;292;1;5;70;continuous
594_fri_c2_100_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.12898285013774;test;0.254381035;6;25;292;1;5;70;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820694273929374;train;1.67772415166667;6;220;452;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.896160839433475;test;1.67772415166667;6;220;452;5;5;700;continuous
pima;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852984524686809;train;0.406645155;7;32;326;8;8;538;binomial
pima;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.809279191128506;test;0.406645155;7;32;326;8;8;538;binomial
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792182590300701;train;1.59915344833333;7;20;294;7;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820157174142267;test;1.59915344833333;7;20;294;7;10;700;continuous
dermatology;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126103411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999916562369629;train;1.00907989333333;3;160;326;23;26;257;multinomial
dermatology;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126103411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995679012345679;test;1.00907989333333;3;160;326;23;26;257;multinomial
prnn_fglass;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962549684358195;train;0.407312828333333;16;9;298;9;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791913043478261;test;0.407312828333333;16;9;298;9;9;144;multinomial
appendicitis;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852459016393443;train;0.562848494983333;3;160;326;4;4;75;binomial
appendicitis;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863095238095238;test;0.562848494983333;3;160;326;4;4;75;binomial
607_fri_c4_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814675610027931;train;1.418229305;6;220;452;33;49;700;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867927918455779;test;1.418229305;6;220;452;33;49;700;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125200658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840059944837558;train;0.544395351666667;13;185;414;4;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125200658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835494059979772;test;0.544395351666667;13;185;414;4;50;350;continuous
598_fri_c0_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491526839281217;train;0.818390698333333;3;50;146;10;25;700;continuous
598_fri_c0_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540764536156549;test;0.818390698333333;3;50;146;10;25;700;continuous
clean2;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.07104296666667;5;200;410;11;103;4619;binomial
clean2;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999549059917925;test;4.07104296666667;5;200;410;11;103;4619;binomial
666_rmftsa_ladata;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.580969895064092;train;0.696720183333333;3;160;326;1;10;356;continuous
666_rmftsa_ladata;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435783640784067;test;0.696720183333333;3;160;326;1;10;356;continuous
appendicitis;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841334894613583;train;0.0788980116666667;3;16;88;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869047619047619;test;0.0788980116666667;3;16;88;1;4;75;binomial
penguins;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.686174080016667;3;7;50;5;7;241;multinomial
penguins;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.686174080016667;3;7;50;5;7;241;multinomial
movement_libras;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982529382533865;train;3.63230043333333;8;260;536;11;22;252;multinomial
movement_libras;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955493452912671;test;3.63230043333333;8;260;536;11;22;252;multinomial
595_fri_c0_1000_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290630141202038;train;2.716787005;17;328;690;8;10;700;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396474348151065;test;2.716787005;17;328;690;8;10;700;continuous
537_houses;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619470840947709;train;2.98055984;6;204;420;4;5;14448;continuous
537_houses;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.606558216815262;test;2.98055984;6;204;420;4;5;14448;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785782468724726;train;0.224452424983333;3;90;186;15;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.906777666740701;test;0.224452424983333;3;90;186;15;25;175;continuous
labor;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125103036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997395833333333;train;1.00593087;9;15;272;14;15;40;binomial
labor;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125103036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961538461538461;test;1.00593087;9;15;272;14;15;40;binomial
glass2;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830308529945554;train;0.909247945;13;9;236;3;9;115;binomial
glass2;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644283121597096;test;0.909247945;13;9;236;3;9;115;binomial
605_fri_c2_250_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.767573083026005;train;0.587878801666667;10;125;480;8;25;175;continuous
605_fri_c2_250_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810080085311235;test;0.587878801666667;10;125;480;8;25;175;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124182104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844137877284148;train;1.50572905;6;220;452;15;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124182104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862879179288514;test;1.50572905;6;220;452;15;50;350;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.591747241803587;train;18.9697304683333;6;220;452;8;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.60125477036954;test;18.9697304683333;6;220;452;8;9;21773;continuous
backache;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896384241770103;train;1.01067970165;3;160;326;10;32;126;binomial
backache;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.527173913043478;test;1.01067970165;3;160;326;10;32;126;binomial
optdigits;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.19866848;3;56;138;48;61;3934;multinomial
optdigits;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986101016537503;test;2.19866848;3;56;138;48;61;3934;multinomial
contraceptive;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849867614177238;train;1.77380877;7;240;494;9;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740713186697081;test;1.77380877;7;240;494;9;9;1032;multinomial
592_fri_c4_1000_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17154656274927;train;5.64049026666667;10;300;620;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285935477690092;test;5.64049026666667;10;300;620;5;25;700;continuous
613_fri_c3_250_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794072582509171;train;0.727683466666667;3;160;326;4;4;175;continuous
613_fri_c3_250_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869796096216544;test;0.727683466666667;3;160;326;4;4;175;continuous
561_cpu;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.135569116231845;train;0.706110843333333;14;35;628;7;7;147;continuous
561_cpu;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.140870268400206;test;0.706110843333333;14;35;628;7;7;147;continuous
503_wind;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391704302950397;train;3.60779442666667;3;160;326;14;14;4602;continuous
503_wind;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45763473665134;test;3.60779442666667;3;160;326;14;14;4602;continuous
646_fri_c3_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16289965025169;train;2.23332788833333;11;304;630;5;10;350;continuous
646_fri_c3_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32991129148671;test;2.23332788833333;11;304;630;5;10;350;continuous
mfeat_karhunen;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999381051967227;train;2.26687186333333;3;160;326;22;64;1400;multinomial
mfeat_karhunen;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99436216290094;test;2.26687186333333;3;160;326;22;64;1400;multinomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126094941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992381824055131;train;0.19542214;3;69;166;8;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126094941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984669811320755;test;0.19542214;3;69;166;8;22;399;binomial
579_fri_c0_250_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478988695678294;train;1.16194243;3;160;326;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.623243091388367;test;1.16194243;3;160;326;5;5;175;continuous
mfeat_zernike;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987042307544607;train;40.34347257;3;32;134;27;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980513316478648;test;40.34347257;3;32;134;27;32;1400;multinomial
595_fri_c0_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468362508763958;train;0.295227485;6;50;292;7;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51528079305002;test;0.295227485;6;50;292;7;10;700;continuous
201_pol;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125192127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.158138277884095;train;30.3362754716667;14;348;724;21;26;10500;continuous
201_pol;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125192127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175861935015738;test;30.3362754716667;14;348;724;21;26;10500;continuous
analcatdata_japansolvent;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87719298245614;train;0.0661621066666667;3;3;24;1;3;37;binomial
analcatdata_japansolvent;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.0661621066666667;3;3;24;1;3;37;binomial
601_fri_c1_250_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312068185108075;train;0.513249056666667;3;160;326;5;5;175;continuous
601_fri_c1_250_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.440644778306819;test;0.513249056666667;3;160;326;5;5;175;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.386232642315898;train;2.02791240333333;11;240;502;53;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.359810179458405;test;2.02791240333333;11;240;502;53;72;742;continuous
movement_libras;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.46984606;3;22;136;22;22;252;multinomial
movement_libras;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899979289575378;test;0.46984606;3;22;136;22;22;252;multinomial
522_pm10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441525766773558;train;0.986892551666667;3;160;326;7;7;350;continuous
522_pm10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.76700235776664;test;0.986892551666667;3;160;326;7;7;350;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30361681375002;train;1.35430165666667;6;220;452;8;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44302458245628;test;1.35430165666667;6;220;452;8;10;700;continuous
glass;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997348484848485;train;2.24035969;11;320;662;6;9;144;multinomial
glass;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956009615384615;test;2.24035969;11;320;662;6;9;144;multinomial
letter;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125181115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981137121466139;train;73.9992711333333;1;16;42;16;16;14000;multinomial
letter;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125181115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980797363655995;test;73.9992711333333;1;16;42;16;16;14000;multinomial
1096_FacultySalaries;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.335357134504908;train;0.159985933333333;8;10;168;1;2;35;continuous
1096_FacultySalaries;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.60827569299709;test;0.159985933333333;8;10;168;1;2;35;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.665004181318005;train;39.8289092183333;1;120;242;9;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66589369472598;test;39.8289092183333;1;120;242;9;10;700000;continuous
195_auto_price;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.387446557753153;train;1.36507147666667;17;248;530;3;11;112;continuous
195_auto_price;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.282210518922982;test;1.36507147666667;17;248;530;3;11;112;continuous
analcatdata_creditscore;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999465811965812;train;0.172066408333333;3;6;42;6;6;70;binomial
analcatdata_creditscore;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.172066408333333;3;6;42;6;6;70;binomial
230_machine_cpu;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.324201019373789;train;1.72330327498333;20;276;592;4;6;147;continuous
230_machine_cpu;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.271041349091918;test;1.72330327498333;20;276;592;4;6;147;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230259062298922;train;9.12141656833333;18;412;860;7;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411905375989293;test;9.12141656833333;18;412;860;7;50;700;continuous
saheart;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815715020576132;train;0.934367701666667;6;9;112;8;9;324;binomial
saheart;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725178890876565;test;0.934367701666667;6;9;112;8;9;324;binomial
ecoli;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973730960397627;train;0.0709147966666667;5;5;56;4;5;229;multinomial
ecoli;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956344696969697;test;0.0709147966666667;5;5;56;4;5;229;multinomial
631_fri_c1_500_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790618207589053;train;0.110159225;3;25;156;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.884289617100212;test;0.110159225;3;25;156;5;5;350;continuous
557_analcatdata_apnea1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.236246864939117;train;0.286508615;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.188173985678615;test;0.286508615;3;6;48;3;3;333;continuous
225_puma8NH;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746699393003081;train;0.28955809;6;40;292;4;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77940751389609;test;0.28955809;6;40;292;4;8;5735;continuous
1030_ERA;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.733379743511475;train;0.49258382;7;8;124;4;4;700;continuous
1030_ERA;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793111114834558;test;0.49258382;7;8;124;4;4;700;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124202847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916743656303999;train;1.69103764833333;3;18;124;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124202847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.91884830535675;test;1.69103764833333;3;18;124;9;9;81648;continuous
ann_thyroid;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999694576841998;train;2.90651572833333;3;160;326;17;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999652721703538;test;2.90651572833333;3;160;326;17;21;5040;multinomial
227_cpu_small;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315636467032508;train;1.84618624333333;5;24;198;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297669715218821;test;1.84618624333333;5;24;198;3;12;5735;continuous
ring;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820897580684237;train;0.995935226666667;12;79;544;20;20;5180;binomial
ring;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805452040984465;test;0.995935226666667;12;79;544;20;20;5180;binomial
195_auto_price;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46318744960703;train;1.024961865;6;215;442;3;9;112;continuous
195_auto_price;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.397595585292839;test;1.024961865;6;215;442;3;9;112;continuous
1193_BNG_lowbwt;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.617516065416942;train;2.83826503833333;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.618495749425281;test;2.83826503833333;3;160;326;9;9;21773;continuous
analcatdata_lawsuit;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995527728085868;train;0.5764081;3;160;326;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.5764081;3;160;326;2;4;185;binomial
breast_cancer_wisconsin;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998950145364488;train;1.07421463166667;3;160;326;5;22;399;binomial
breast_cancer_wisconsin;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978331367924528;test;1.07421463166667;3;160;326;5;22;399;binomial
599_fri_c2_1000_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791652328747906;train;1.57267649333333;7;224;462;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845456007256957;test;1.57267649333333;7;224;462;5;5;700;continuous
648_fri_c1_250_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237105706513355;train;0.805748645;3;160;326;50;50;175;continuous
648_fri_c1_250_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468357268711999;test;0.805748645;3;160;326;50;50;175;continuous
satimage;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977495082790389;train;32.248682615;3;25;116;18;25;4505;multinomial
satimage;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979576593946329;test;32.248682615;3;25;116;18;25;4505;multinomial
192_vineyard;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.57865333296918;train;0.0665893383333333;3;10;76;1;2;37;continuous
192_vineyard;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512584928892808;test;0.0665893383333333;3;10;76;1;2;37;continuous
prnn_synth;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124183719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940915032679739;train;0.150614886666667;7;8;128;2;2;175;binomial
prnn_synth;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124183719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920714285714286;test;0.150614886666667;7;8;128;2;2;175;binomial
twonorm;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997615006821933;train;3.16638471166667;3;20;108;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99868064131387;test;3.16638471166667;3;20;108;20;20;5180;binomial
617_fri_c3_500_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824134085689347;train;0.115391618333333;3;20;146;4;4;350;continuous
617_fri_c3_500_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856695669727706;test;0.115391618333333;3;20;146;4;4;350;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786341872459756;train;0.618489111666667;6;10;132;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855213502591877;test;0.618489111666667;6;10;132;5;5;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786447318844708;train;1.61404810666667;7;240;494;11;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878838440986463;test;1.61404810666667;7;240;494;11;25;175;continuous
dermatology;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991797902891872;train;0.894071863333333;3;160;326;18;25;257;multinomial
dermatology;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992346678662468;test;0.894071863333333;3;160;326;18;25;257;multinomial
505_tecator;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0911754058225189;train;0.681899115;3;36;150;16;18;168;continuous
505_tecator;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0978891077899623;test;0.681899115;3;36;150;16;18;168;continuous
prnn_crabs;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934027777777778;train;0.626227556666667;3;160;326;4;4;140;binomial
prnn_crabs;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895089285714286;test;0.626227556666667;3;160;326;4;4;140;binomial
vehicle;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741490224658552;train;0.747695345;20;13;484;9;13;593;multinomial
vehicle;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778064305432318;test;0.747695345;20;13;484;9;13;593;multinomial
cmc;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.751719089866214;train;1.33466796166667;3;160;326;9;9;1032;multinomial
cmc;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711877320041283;test;1.33466796166667;3;160;326;9;9;1032;multinomial
analcatdata_boxing1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.713196286472149;train;0.234474913316667;9;3;60;3;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7078125;test;0.234474913316667;9;3;60;3;3;84;binomial
cloud;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.57748440285205;train;0.221778273333333;10;7;148;2;7;76;multinomial
cloud;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527380952380952;test;0.221778273333333;10;7;148;2;7;76;multinomial
192_vineyard;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.563521448010747;train;0.0807858000166667;3;4;32;2;2;37;continuous
192_vineyard;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.56552421392371;test;0.0807858000166667;3;4;32;2;2;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.580935507466634;train;0.0293675866666667;3;2;16;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566335567419173;test;0.0293675866666667;3;2;16;1;1;37;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19095061112484;train;3.87932626666667;19;416;870;8;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33277255054682;test;3.87932626666667;19;416;870;8;10;700;continuous
prnn_crabs;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999387254901961;train;0.858151263333333;5;200;410;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982142857142857;test;0.858151263333333;5;200;410;2;3;140;binomial
cars;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999818445896877;train;0.59476033;3;160;326;1;7;275;multinomial
cars;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.59476033;3;160;326;1;7;275;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994858168015221;train;3.095647785;3;160;326;76;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980567217761731;test;3.095647785;3;160;326;76;76;1400;multinomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983660130718954;train;1.05319477;8;219;456;1;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910714285714286;test;1.05319477;8;219;456;1;3;35;binomial
1199_BNG_echoMonths;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713996137849078;train;0.390839018333333;6;45;292;8;9;12248;continuous
1199_BNG_echoMonths;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.7039257723419;test;0.390839018333333;6;45;292;8;9;12248;continuous
602_fri_c3_250_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125183900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25039099590557;train;1.77312564333333;10;300;620;3;10;175;continuous
602_fri_c3_250_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125183900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416941509313721;test;1.77312564333333;10;300;620;3;10;175;continuous
1089_USCrime;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491080965755419;train;0.442992346666667;6;16;204;4;8;33;continuous
1089_USCrime;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.375404376792175;test;0.442992346666667;6;16;204;4;8;33;continuous
656_fri_c1_100_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862821640537243;train;1.50604175666667;6;220;452;4;5;70;continuous
656_fri_c1_100_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879747323965008;test;1.50604175666667;6;220;452;4;5;70;continuous
credit_a;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883376804034081;train;0.665293176666667;3;160;326;9;14;483;binomial
credit_a;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882837507060817;test;0.665293176666667;3;160;326;9;14;483;binomial
594_fri_c2_100_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862369561414567;train;1.30484702833333;5;200;410;1;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.885123913270634;test;1.30484702833333;5;200;410;1;5;70;continuous
678_visualizing_environmental;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846087374719817;train;0.07461441;3;6;48;2;3;78;continuous
678_visualizing_environmental;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.7983887241581;test;0.07461441;3;6;48;2;3;78;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850083726552894;train;2.22231844166667;10;50;444;24;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897444186089394;test;2.22231844166667;10;50;444;24;25;350;continuous
201_pol;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.568047257439269;train;1.09820112001667;12;130;554;24;26;10500;continuous
201_pol;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.583409103860713;test;1.09820112001667;12;130;554;24;26;10500;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.281511912214209;train;2.32165890166667;11;320;662;2;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.259518999837139;test;2.32165890166667;11;320;662;2;2;47;continuous
547_no2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125181514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.62601122626575;train;0.621434345;12;35;524;7;7;350;continuous
547_no2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125181514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.654776590309333;test;0.621434345;12;35;524;7;7;350;continuous
647_fri_c1_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864071715837841;train;0.89855564165;3;160;326;10;10;175;continuous
647_fri_c1_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837627201028067;test;0.89855564165;3;160;326;10;10;175;continuous
prnn_crabs;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996732026143791;train;0.268991571666667;6;4;54;4;4;140;binomial
prnn_crabs;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.268991571666667;6;4;54;4;4;140;binomial
651_fri_c0_100_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468184441835615;train;1.00936700833333;13;125;606;22;25;70;continuous
651_fri_c0_100_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.636171340516983;test;1.00936700833333;13;125;606;22;25;70;continuous
Hill_Valley_with_noise;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.53952393640643;train;0.034721635;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.526546250684182;test;0.034721635;3;4;32;1;1;849;binomial
645_fri_c3_500_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125205712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812618116147757;train;0.215871771666667;3;90;186;7;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125205712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.883227994196147;test;0.215871771666667;3;90;186;7;50;350;continuous
schizo;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.725791966735254;train;0.768493323333333;3;160;326;5;13;238;multinomial
schizo;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.598338293650794;test;0.768493323333333;3;160;326;5;13;238;multinomial
1199_BNG_echoMonths;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.711703982665951;train;0.777436119983333;3;18;122;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.709766669169812;test;0.777436119983333;3;18;122;9;9;12248;continuous
shuttle;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124161023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997717619437445;train;16.8250975416667;5;200;410;6;7;40600;multinomial
shuttle;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124161023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999288248721717;test;16.8250975416667;5;200;410;6;7;40600;multinomial
optdigits;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999446953215899;train;9.431258965;3;160;326;61;61;3934;multinomial
optdigits;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998961764165303;test;9.431258965;3;160;326;61;61;3934;multinomial
547_no2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124175432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767915680149655;train;2.033730955;12;14;348;7;7;350;continuous
547_no2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124175432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836022927924642;test;2.033730955;12;14;348;7;7;350;continuous
cmc;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.736442931623276;train;0.199722921666667;7;9;132;8;9;1032;multinomial
cmc;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.713043237736574;test;0.199722921666667;7;9;132;8;9;1032;multinomial
503_wind;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454331211690947;train;1.43008994166667;8;70;386;14;14;4602;continuous
503_wind;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464719364307321;test;1.43008994166667;8;70;386;14;14;4602;continuous
mfeat_zernike;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985104433043783;train;8.378194365;14;332;692;32;33;1400;multinomial
mfeat_zernike;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980095341359196;test;8.378194365;14;332;692;32;33;1400;multinomial
537_houses;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608238120888447;train;0.164422316666667;3;25;156;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.597395778552779;test;0.164422316666667;3;25;156;5;5;14448;continuous
588_fri_c4_1000_100;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853956737005362;train;0.259084601666667;3;90;186;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813597345386546;test;0.259084601666667;3;90;186;5;100;700;continuous
623_fri_c4_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170628994455328;train;2.29347825333333;9;248;514;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288060450661765;test;2.29347825333333;9;248;514;5;10;700;continuous
tokyo1;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957193631627635;train;0.902178556666667;3;160;326;5;21;672;binomial
tokyo1;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963963963963964;test;0.902178556666667;3;160;326;5;21;672;binomial
breast;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125204049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992795468294561;train;0.36625111;6;40;284;2;10;490;binomial
breast;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125204049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954881808838643;test;0.36625111;6;40;284;2;10;490;binomial
horse_colic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926504929942917;train;2.85239494666667;7;22;284;17;22;258;binomial
horse_colic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856442577030812;test;2.85239494666667;7;22;284;17;22;258;binomial
607_fri_c4_1000_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88000182690353;train;0.817286048333333;3;72;150;3;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.934770594326683;test;0.817286048333333;3;72;150;3;50;700;continuous
horse_colic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126091016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950759559979047;train;0.85902408;3;160;326;17;22;258;binomial
horse_colic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126091016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.807851239669422;test;0.85902408;3;160;326;17;22;258;binomial
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324647016327826;train;2.10827906166667;3;160;326;49;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446377184078344;test;2.10827906166667;3;160;326;49;72;742;continuous
hypothyroid;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995620626995449;train;1.83189556833333;3;160;326;20;20;2215;binomial
hypothyroid;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987419254745987;test;1.83189556833333;3;160;326;20;20;2215;binomial
heart_statlog;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965922042397994;train;2.61578014833333;13;13;334;13;13;189;binomial
heart_statlog;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844553243574051;test;2.61578014833333;13;13;334;13;13;189;binomial
appendicitis;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126103626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85480093676815;train;0.81344268;3;160;326;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126103626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857142857142857;test;0.81344268;3;160;326;4;4;75;binomial
621_fri_c0_100_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338187383577852;train;1.339087565;5;200;410;10;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.586378633646702;test;1.339087565;5;200;410;10;10;70;continuous
haberman;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724172464684799;train;0.217606476666667;5;3;36;2;3;215;binomial
haberman;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.627923976608187;test;0.217606476666667;5;3;36;2;3;215;binomial
653_fri_c0_250_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125114227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288175771126247;train;2.211715005;13;324;674;17;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125114227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507506637751819;test;2.211715005;13;324;674;17;25;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768760809989452;train;0.348375395;5;10;112;4;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867795765419543;test;0.348375395;5;10;112;4;5;175;continuous
flags;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.843852801358234;train;1.711444165;7;240;494;27;36;125;multinomial
flags;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.6685;test;1.711444165;7;240;494;27;36;125;multinomial
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833879478336747;train;0.222132795016667;5;50;250;7;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802721991024012;test;0.222132795016667;5;50;250;7;10;700;continuous
609_fri_c0_1000_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474320883022353;train;0.92860361;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491587055210118;test;0.92860361;3;160;326;5;5;700;continuous
agaricus_lepiota;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.49575724998333;3;160;326;20;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;4.49575724998333;3;160;326;20;20;5702;binomial
602_fri_c3_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798777321524652;train;0.245838091666667;6;45;292;5;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908730904560331;test;0.245838091666667;6;45;292;5;9;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791686471735163;train;0.22998952;5;50;250;8;10;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842637427688761;test;0.22998952;5;50;250;8;10;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239834958879763;train;1.74528139166667;14;335;698;5;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39271718144642;test;1.74528139166667;14;335;698;5;5;175;continuous
529_pollen;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440026941237573;train;0.593192908333333;7;8;124;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453891655090748;test;0.593192908333333;7;8;124;4;4;2694;continuous
nikuradse_1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125202811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.17726652501545;train;0.132311253333333;3;4;32;2;2;254;continuous
nikuradse_1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125202811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.220059020002059;test;0.132311253333333;3;4;32;2;2;254;continuous
analcatdata_boxing2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680911680911681;train;0.0705274216666667;3;12;82;2;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.697860962566845;test;0.0705274216666667;3;12;82;2;3;93;binomial
617_fri_c3_500_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841392917807523;train;1.41113098666667;6;220;452;5;5;350;continuous
617_fri_c3_500_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901946011280122;test;1.41113098666667;6;220;452;5;5;350;continuous
prnn_synth;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953856209150327;train;0.549050348333333;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902857142857143;test;0.549050348333333;3;160;326;2;2;175;binomial
678_visualizing_environmental;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770428549097816;train;0.180813611683333;5;15;176;3;3;78;continuous
678_visualizing_environmental;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.646392922048594;test;0.180813611683333;5;15;176;3;3;78;continuous
collins;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.47122514666667;3;160;326;1;20;340;multinomial
collins;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.47122514666667;3;160;326;1;20;340;multinomial
colic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913587756931549;train;3.012023605;19;426;890;4;22;258;binomial
colic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879378837125316;test;3.012023605;19;426;890;4;22;258;binomial
ring;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126102139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768187402347404;train;3.32757688165;6;20;188;20;20;5180;binomial
ring;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126102139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779953176512845;test;3.32757688165;6;20;188;20;20;5180;binomial
678_visualizing_environmental;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.692399393820792;train;0.150797031666667;6;6;84;3;3;78;continuous
678_visualizing_environmental;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779639220591029;test;0.150797031666667;6;6;84;3;3;78;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126094327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185634007909384;train;2.32450919666667;12;335;694;6;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126094327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319994374316059;test;2.32450919666667;12;335;694;6;25;700;continuous
tokyo1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988168849505818;train;1.231548765;3;160;326;21;21;672;binomial
tokyo1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979985667485668;test;1.231548765;3;160;326;21;21;672;binomial
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.235134860434139;train;0.28056034;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.186997243533848;test;0.28056034;3;6;48;3;3;333;continuous
631_fri_c1_500_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807162456065077;train;0.628087766666667;6;10;132;5;5;350;continuous
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cleveland;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747062906579036;train;0.515403085016667;13;13;322;5;13;213;multinomial
cleveland;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648843216531896;test;0.515403085016667;13;13;322;5;13;213;multinomial
coil2000;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.709031202973168;train;7.750039435;15;320;670;2;59;6876;binomial
coil2000;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.722457194036141;test;7.750039435;15;320;670;2;59;6876;binomial
695_chatfield_4;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.370869658614429;train;1.96226079833333;11;20;444;8;10;165;continuous
695_chatfield_4;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.39017078989415;test;1.96226079833333;11;20;444;8;10;165;continuous
breast_cancer_wisconsin;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999973005075046;train;0.991711698316667;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993699633699634;test;0.991711698316667;3;160;326;22;22;399;binomial
schizo;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.648354402897435;train;0.746872726666667;3;160;326;4;13;238;multinomial
schizo;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.581538626379514;test;0.746872726666667;3;160;326;4;13;238;multinomial
505_tecator;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.130757621724259;train;1.77067591833333;10;300;620;6;19;168;continuous
505_tecator;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.129707278266399;test;1.77067591833333;10;300;620;6;19;168;continuous
547_no2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.628173820752629;train;0.170366393333333;3;34;154;7;7;350;continuous
547_no2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657472355413095;test;0.170366393333333;3;34;154;7;7;350;continuous
228_elusage;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.404938692235941;train;0.0342268583333333;3;5;40;1;1;39;continuous
228_elusage;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.338434938162;test;0.0342268583333333;3;5;40;1;1;39;continuous
mfeat_factors;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998274722183525;train;3.654773075;3;160;326;135;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998260097091402;test;3.654773075;3;160;326;135;136;1400;multinomial
599_fri_c2_1000_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80924477659287;train;0.110731696666667;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805978618037886;test;0.110731696666667;3;25;156;5;5;700;continuous
sonar;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917183098591549;train;8.58186584333333;17;60;726;38;60;146;binomial
sonar;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851495726495726;test;8.58186584333333;17;60;726;38;60;146;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967105263157895;train;0.04891352;3;3;24;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851851851851852;test;0.04891352;3;3;24;2;3;35;binomial
582_fri_c1_500_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126103412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.249801378389478;train;2.79367294833333;14;349;726;5;25;350;continuous
582_fri_c1_500_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126103412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359531434843817;test;2.79367294833333;14;349;726;5;25;350;continuous
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nikuradse_1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466193315347987;test;0.948628006666667;5;184;378;1;2;254;continuous
contraceptive;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731132303693654;train;0.379451793333333;12;9;224;9;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.732863418706713;test;0.379451793333333;12;9;224;9;9;1032;multinomial
wine_recognition;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.138720131666667;5;13;134;9;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.138720131666667;5;13;134;9;13;125;multinomial
iris;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992647058823529;train;0.125482308333333;3;3;24;1;3;105;multinomial
iris;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99609375;test;0.125482308333333;3;3;24;1;3;105;multinomial
mnist;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.669571380359146;train;348.292205338333;1;25;52;87;519;49000;multinomial
mnist;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.669996959368976;test;348.292205338333;1;25;52;87;519;49000;multinomial
605_fri_c2_250_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872843917189467;train;0.154338846666667;3;90;186;2;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.919628624877524;test;0.154338846666667;3;90;186;2;25;175;continuous
colic;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895920639078051;train;2.56428293833333;8;22;298;3;22;258;binomial
colic;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859676308539945;test;2.56428293833333;8;22;298;3;22;258;binomial
analcatdata_asbestos;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126101220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908410138248848;train;1.24968978335;10;300;620;3;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126101220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892592592592593;test;1.24968978335;10;300;620;3;3;59;binomial
clean2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998935401172857;train;3.240971125;3;160;326;7;106;4619;binomial
clean2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99774131020435;test;3.240971125;3;160;326;7;106;4619;binomial
197_cpu_act;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324869134148652;train;0.382412941666667;6;85;302;4;17;5735;continuous
197_cpu_act;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331285326275931;test;0.382412941666667;6;85;302;4;17;5735;continuous
spectf;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906974775689859;train;0.771687895;11;147;510;12;44;245;binomial
spectf;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862988505747127;test;0.771687895;11;147;510;12;44;245;binomial
596_fri_c2_250_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240077270828363;train;0.563053735;3;160;326;5;5;175;continuous
596_fri_c2_250_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425684953700945;test;0.563053735;3;160;326;5;5;175;continuous
twonorm;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999352095239913;train;4.701783675;3;160;326;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997376708975455;test;4.701783675;3;160;326;20;20;5180;binomial
hepatitis;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965097402597403;train;3.50550794166667;20;448;936;8;18;109;binomial
hepatitis;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.768831168831169;test;3.50550794166667;20;448;936;8;18;109;binomial
fars;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832179559006351;train;34.1343328933333;0;5;10;10;21;70678;multinomial
fars;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836538799018448;test;34.1343328933333;0;5;10;10;21;70678;multinomial
analcatdata_japansolvent;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935294117647059;train;0.192555491666667;6;4;54;3;4;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785714285714286;test;0.192555491666667;6;4;54;3;4;37;binomial
227_cpu_small;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.116785775934444;train;4.21371348666667;8;260;536;11;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.162934848432763;test;4.21371348666667;8;260;536;11;12;5735;continuous
hepatitis;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125205444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780844155844156;train;0.667660866666667;3;160;326;14;19;109;binomial
hepatitis;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125205444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701298701298701;test;0.667660866666667;3;160;326;14;19;109;binomial
hepatitis;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891233766233766;train;1.15810029333333;16;76;720;10;19;109;binomial
hepatitis;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71948051948052;test;1.15810029333333;16;76;720;10;19;109;binomial
583_fri_c1_1000_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816409951085081;train;1.58503546666667;9;248;514;35;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822344941514113;test;1.58503546666667;9;248;514;35;50;700;continuous
new_thyroid;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997916500252949;train;0.244257805;3;5;34;2;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998708010335917;test;0.244257805;3;5;34;2;5;151;multinomial
analcatdata_boxing1;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909151193633952;train;3.62932758833333;20;500;1040;1;3;84;binomial
analcatdata_boxing1;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8421875;test;3.62932758833333;20;500;1040;1;3;84;binomial
vehicle;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949338104402907;train;0.22552449;6;13;136;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929607746750604;test;0.22552449;6;13;136;13;13;593;multinomial
225_puma8NH;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.735582243909567;train;1.37503419166667;3;160;326;6;8;5735;continuous
225_puma8NH;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.746620749596348;test;1.37503419166667;3;160;326;6;8;5735;continuous
analcatdata_germangss;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718774731323575;train;0.911634613333333;8;5;86;2;5;280;multinomial
analcatdata_germangss;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.676179669502038;test;0.911634613333333;8;5;86;2;5;280;multinomial
movement_libras;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980062722246474;train;2.52354658333333;5;200;410;10;22;252;multinomial
movement_libras;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943786175244509;test;2.52354658333333;5;200;410;10;22;252;multinomial
nikuradse_2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821585222199037;train;0.04921633;3;5;40;0;1;254;continuous
nikuradse_2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.774931503822394;test;0.04921633;3;5;40;0;1;254;continuous
shuttle;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885075989960611;train;33.4567176783333;10;300;620;8;8;40600;multinomial
shuttle;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881654791666659;test;33.4567176783333;10;300;620;8;8;40600;multinomial
646_fri_c3_500_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235429552648058;train;2.84114385833333;20;443;926;3;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348143341603741;test;2.84114385833333;20;443;926;3;10;350;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486809401606781;train;1.74602547166667;9;20;370;8;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526420314186044;test;1.74602547166667;9;20;370;8;10;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796971816194388;train;0.18252063;3;85;176;9;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844968319556504;test;0.18252063;3;85;176;9;25;700;continuous
spectf;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978021978021978;train;2.57276909333333;10;300;620;32;44;245;binomial
spectf;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88671875;test;2.57276909333333;10;300;620;32;44;245;binomial
waveform_21;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967078632716332;train;0.518074423333333;8;21;270;19;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965669354141441;test;0.518074423333333;8;21;270;19;21;3500;multinomial
credit_a;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944875910393152;train;1.70831712333333;10;300;620;9;13;483;binomial
credit_a;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907425265188042;test;1.70831712333333;10;300;620;9;13;483;binomial
648_fri_c1_250_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.718468716473359;train;2.64894854666667;10;100;444;36;50;175;continuous
648_fri_c1_250_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835242622359401;test;2.64894854666667;10;100;444;36;50;175;continuous
allhyper;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125190808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925601513507612;train;1.805196535;3;160;326;10;25;2640;multinomial
allhyper;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125190808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95049160853301;test;1.805196535;3;160;326;10;25;2640;multinomial
hypothyroid;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920467928773577;train;1.219846285;3;160;326;9;20;2215;binomial
hypothyroid;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891327251702428;test;1.219846285;3;160;326;9;20;2215;binomial
credit_a;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125142158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95184657610395;train;0.768895351666667;3;160;326;13;13;483;binomial
credit_a;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125142158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936144123750236;test;0.768895351666667;3;160;326;13;13;483;binomial
haberman;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.714860823556476;train;0.128241538333333;3;3;24;3;3;215;binomial
haberman;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697337962962963;test;0.128241538333333;3;3;24;3;3;215;binomial
601_fri_c1_250_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221882960479457;train;1.87180366;11;320;662;4;5;175;continuous
601_fri_c1_250_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385240951181284;test;1.87180366;11;320;662;4;5;175;continuous
titanic;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.822500542099237;train;2.08084782166667;6;220;452;7;7;1545;binomial
titanic;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787031008165662;test;2.08084782166667;6;220;452;7;7;1545;binomial
prnn_synth;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972171413639927;train;1.16214379666667;5;200;410;2;2;175;binomial
prnn_synth;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928774928774929;test;1.16214379666667;5;200;410;2;2;175;binomial
letter;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980327478486822;train;51.84763726;1;16;42;16;16;14000;multinomial
letter;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979921314562921;test;51.84763726;1;16;42;16;16;14000;multinomial
analcatdata_japansolvent;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934523809523809;train;0.105794771666667;3;20;130;5;5;37;binomial
analcatdata_japansolvent;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962962962962963;test;0.105794771666667;3;20;130;5;5;37;binomial
profb;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.733397517309189;train;3.21833981666667;19;424;886;8;9;471;binomial
profb;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.60185387131952;test;3.21833981666667;19;424;886;8;9;471;binomial
fars;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896299350333845;train;33.4158022;0;100;200;21;21;70678;multinomial
fars;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911809426356997;test;33.4158022;0;100;200;21;21;70678;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.870460620917756;train;3.51129872166667;5;200;410;10;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.739744060374242;test;3.51129872166667;5;200;410;10;11;3429;multinomial
ann_thyroid;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991912277265046;train;0.891238218333333;9;21;348;5;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978886780893658;test;0.891238218333333;9;21;348;5;21;5040;multinomial
cleveland;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.729295607960025;train;1.79299465166667;5;200;410;10;13;213;multinomial
cleveland;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718713032998747;test;1.79299465166667;5;200;410;10;13;213;multinomial
tokyo1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970670431861337;train;0.592529009983333;8;85;376;9;22;672;binomial
tokyo1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966113841113841;test;0.592529009983333;8;85;376;9;22;672;binomial
678_visualizing_environmental;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756789005782856;train;0.28355783;7;6;96;1;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770792926320487;test;0.28355783;7;6;96;1;3;78;continuous
537_houses;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.482067936779704;train;23.6715027983333;15;332;694;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.520777363667397;test;23.6715027983333;15;332;694;5;5;14448;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.671202978961443;train;262.672668278333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.672334406306954;test;262.672668278333;0;100;200;5;10;700000;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124212451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.249976780622001;train;0.85599721;3;160;326;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124212451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500048204124318;test;0.85599721;3;160;326;3;3;333;continuous
560_bodyfat;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0120814923798847;train;0.212448328333333;3;64;186;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0118191291912029;test;0.212448328333333;3;64;186;1;13;177;continuous
allbp;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974069490392514;train;1.58828723001667;3;160;326;10;25;2641;multinomial
allbp;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970461452544608;test;1.58828723001667;3;160;326;10;25;2641;multinomial
pima;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826287002757591;train;0.908331105;5;200;410;7;8;538;binomial
pima;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840831883337476;test;0.908331105;5;200;410;7;8;538;binomial
615_fri_c4_250_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797133183927585;train;0.531037953333333;10;50;460;7;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798307238654173;test;0.531037953333333;10;50;460;7;10;175;continuous
lupus;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124200954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880718954248366;train;0.0433989216666667;3;8;46;1;2;61;binomial
lupus;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124200954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8125;test;0.0433989216666667;3;8;46;1;2;61;binomial
ionosphere;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992199241394117;train;0.852686116666667;3;160;326;16;32;246;binomial
ionosphere;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937996820349762;test;0.852686116666667;3;160;326;16;32;246;binomial
592_fri_c4_1000_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191983797372911;train;2.17737238333333;3;160;326;7;25;700;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300264605187214;test;2.17737238333333;3;160;326;7;25;700;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.546692085698171;train;1.023288055;3;160;326;1;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.670351164769921;test;1.023288055;3;160;326;1;6;66;continuous
glass;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126115135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86203569023569;train;1.59236100833333;8;260;536;4;9;144;multinomial
glass;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126115135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80448717948718;test;1.59236100833333;8;260;536;4;9;144;multinomial
analcatdata_creditscore;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999465811965812;train;0.401248623333333;7;24;330;3;6;70;binomial
analcatdata_creditscore;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962962962962963;test;0.401248623333333;7;24;330;3;6;70;binomial
609_fri_c0_1000_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465634414670703;train;2.01210585166667;20;260;560;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.532030621184243;test;2.01210585166667;20;260;560;5;5;700;continuous
562_cpu_small;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185001120881187;train;4.80914276833333;3;160;326;10;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209203686241984;test;4.80914276833333;3;160;326;10;12;5735;continuous
appendicitis;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939110070257611;train;0.675472991666667;3;160;326;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87202380952381;test;0.675472991666667;3;160;326;4;4;75;binomial
mnist;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668247168110466;train;33.362107365;6;126;264;103;664;49000;multinomial
mnist;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.664882156164115;test;33.362107365;6;126;264;103;664;49000;multinomial
fars;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914747512511587;train;34.3220243583333;0;100;200;21;21;70678;multinomial
fars;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89166453335379;test;34.3220243583333;0;100;200;21;21;70678;multinomial
breast_cancer_wisconsin;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999866131191432;train;1.10820926;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993279569892473;test;1.10820926;3;160;326;22;22;399;binomial
624_fri_c0_100_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339823242751604;train;0.567263085;3;160;326;4;5;70;continuous
624_fri_c0_100_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.601705186820087;test;0.567263085;3;160;326;4;5;70;continuous
cleve;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948186988979737;train;0.688883848333333;3;160;326;13;13;213;binomial
cleve;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895470383275261;test;0.688883848333333;3;160;326;13;13;213;binomial
cmc;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.598778671089818;train;0.160921256666667;5;9;94;1;9;1032;multinomial
cmc;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.589934192799264;test;0.160921256666667;5;9;94;1;9;1032;multinomial
heart_h;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947676896845695;train;0.426133433333333;7;48;334;9;12;206;binomial
heart_h;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892105263157895;test;0.426133433333333;7;48;334;9;12;206;binomial
phoneme;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979981247289804;train;8.13908222498333;13;353;732;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944670164080813;test;8.13908222498333;13;353;732;5;5;3783;binomial
hypothyroid;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925586704156343;train;8.20753755666667;9;21;368;12;21;2215;binomial
hypothyroid;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90937776667953;test;8.20753755666667;9;21;368;12;21;2215;binomial
503_wind;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125210048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433164065922791;train;4.758066195;5;200;410;13;14;4602;continuous
503_wind;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125210048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471996541450527;test;4.758066195;5;200;410;13;14;4602;continuous
197_cpu_act;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146999600102083;train;10.5459927783333;12;276;576;13;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201713272779705;test;10.5459927783333;12;276;576;13;17;5735;continuous
wine_recognition;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.537873866666667;3;13;72;8;13;125;multinomial
wine_recognition;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991792929292929;test;0.537873866666667;3;13;72;8;13;125;multinomial
cmc;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.740032876023199;train;1.08988819668333;3;160;326;9;9;1032;multinomial
cmc;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71290331260145;test;1.08988819668333;3;160;326;9;9;1032;multinomial
1191_BNG_pbc;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785681127748522;train;37.714773625;3;36;146;16;18;700000;continuous
1191_BNG_pbc;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785397424520986;test;37.714773625;3;36;146;16;18;700000;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811483390674795;train;1.85812935166667;11;256;534;12;50;700;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836327567818174;test;1.85812935166667;11;256;534;12;50;700;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.629666319846077;train;0.7277819;12;218;468;40;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.87660699657601;test;0.7277819;12;218;468;40;50;175;continuous
621_fri_c0_100_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530295015388212;train;0.536498186666667;6;20;250;10;10;70;continuous
621_fri_c0_100_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.396613605969161;test;0.536498186666667;6;20;250;10;10;70;continuous
207_autoPrice;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.367669799740997;train;1.71335392666667;10;20;406;3;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454040301018987;test;1.71335392666667;10;20;406;3;10;112;continuous
646_fri_c3_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810432763576786;train;0.3798365;8;45;376;5;9;350;continuous
646_fri_c3_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.755118577303456;test;0.3798365;8;45;376;5;9;350;continuous
225_puma8NH;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747570324958445;train;0.627948296666667;3;16;112;2;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779166590314882;test;0.627948296666667;3;16;112;2;8;5735;continuous
labor;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997395833333333;train;1.02656930333333;13;60;586;3;15;40;binomial
labor;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;1.02656930333333;13;60;586;3;15;40;binomial
Hill_Valley_without_noise;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125180633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.510426961301427;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125180633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.470452474946857;test;;-Inf;-Inf;;1;1;849;binomial
505_tecator;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.1159611537843;train;1.272972405;8;212;440;2;18;168;continuous
505_tecator;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.11544938414206;test;1.272972405;8;212;440;2;18;168;continuous
analcatdata_cyyoung9302;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955621301775148;train;0.455141361666667;10;6;126;3;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746031746031746;test;0.455141361666667;10;6;126;3;6;65;binomial
665_sleuth_case2002;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776176559566009;train;0.917947931666667;3;160;326;2;6;103;continuous
665_sleuth_case2002;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663515475958124;test;0.917947931666667;3;160;326;2;6;103;continuous
movement_libras;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991877906128802;train;2.54579155;7;224;462;22;22;252;multinomial
movement_libras;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964050349216165;test;2.54579155;7;224;462;22;22;252;multinomial
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.207470275679317;train;0.0795270583333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.232489618648751;test;0.0795270583333333;3;15;120;3;3;333;continuous
breast_w;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125182659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99607366034397;train;0.766550743333333;3;9;62;9;9;490;binomial
breast_w;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125182659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973945660989457;test;0.766550743333333;3;9;62;9;9;490;binomial
profb;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.663626804707405;train;3.70699581666667;20;468;976;2;9;471;binomial
profb;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.614870931537598;test;3.70699581666667;20;468;976;2;9;471;binomial
650_fri_c0_500_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125201644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472697620167513;train;0.354090358333333;5;130;270;15;50;350;continuous
650_fri_c0_500_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125201644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461541989279631;test;0.354090358333333;5;130;270;15;50;350;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125132924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.762113858658333;train;0.255813178333333;7;20;304;3;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125132924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.06995279936713;test;0.255813178333333;7;20;304;3;4;70;continuous
spambase;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124192651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977541787489727;train;1.704677385;11;266;554;51;53;3221;binomial
spambase;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124192651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97366269861544;test;1.704677385;11;266;554;51;53;3221;binomial
601_fri_c1_250_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216751952088319;train;1.00072057;5;200;410;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364759410341293;test;1.00072057;5;200;410;5;5;175;continuous
clean2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977552092700146;train;0.535370513333333;3;80;166;106;106;4619;binomial
clean2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963060155069321;test;0.535370513333333;3;80;166;106;106;4619;binomial
207_autoPrice;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.376253641551872;train;0.816508576666667;7;20;268;2;10;112;continuous
207_autoPrice;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470511515893455;test;0.816508576666667;7;20;268;2;10;112;continuous
657_fri_c2_250_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23032254082333;train;1.409697145;7;240;494;2;10;175;continuous
657_fri_c2_250_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483128548323791;test;1.409697145;7;240;494;2;10;175;continuous
529_pollen;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454083068083315;train;1.79615217833333;6;220;452;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.434014924751403;test;1.79615217833333;6;220;452;4;4;2694;continuous
635_fri_c0_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.544279387347997;train;0.377639033333333;3;20;132;10;10;175;continuous
635_fri_c0_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.529521156611392;test;0.377639033333333;3;20;132;10;10;175;continuous
german;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847892591704627;train;1.25347392666667;6;220;452;20;20;700;binomial
german;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772093023255814;test;1.25347392666667;6;220;452;20;20;700;binomial
yeast;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896977302261954;train;4.10871517333333;20;424;888;7;8;1036;multinomial
yeast;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867560931996296;test;4.10871517333333;20;424;888;7;8;1036;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125204232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916219431985505;train;0.0374449533333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125204232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914800156171029;test;0.0374449533333333;3;2;16;2;2;1400;multinomial
biomed;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951686797167847;train;0.624293366666667;13;32;578;6;8;147;binomial
biomed;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972222222222222;test;0.624293366666667;13;32;578;6;8;147;binomial
credit_g;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82335823529973;train;0.668124511683333;3;160;326;20;20;700;binomial
credit_g;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.78518683027039;test;0.668124511683333;3;160;326;20;20;700;binomial
heart_h;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870326501184468;train;1.48199039833333;7;240;494;6;12;206;binomial
heart_h;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894765840220386;test;1.48199039833333;7;240;494;6;12;206;binomial
bupa;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.68719262295082;train;0.443359026666667;8;5;86;4;5;242;binomial
bupa;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688586545729403;test;0.443359026666667;8;5;86;4;5;242;binomial
australian;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935309036584095;train;2.51144665;11;14;272;14;14;483;binomial
australian;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938313525749859;test;2.51144665;11;14;272;14;14;483;binomial
calendarDOW;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936107089927212;train;14.866971205;8;14;216;9;14;280;multinomial
calendarDOW;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804379060469765;test;14.866971205;8;14;216;9;14;280;multinomial
522_pm10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124192553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843862346245398;train;1.08526919498333;6;220;452;5;7;350;continuous
522_pm10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124192553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857226097118817;test;1.08526919498333;6;220;452;5;7;350;continuous
611_fri_c3_100_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771383231851186;train;0.25885306;7;20;304;2;4;70;continuous
611_fri_c3_100_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.06580573779762;test;0.25885306;7;20;304;2;4;70;continuous
1030_ERA;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747486031702352;train;0.79038546;7;8;124;4;4;700;continuous
1030_ERA;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.748769899852802;test;0.79038546;7;8;124;4;4;700;continuous
602_fri_c3_250_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863611315320384;train;1.71609637333333;7;240;494;3;9;175;continuous
602_fri_c3_250_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852415772612025;test;1.71609637333333;7;240;494;3;9;175;continuous
sonar;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.804536593333333;3;160;326;60;60;146;binomial
sonar;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978632478632479;test;0.804536593333333;3;160;326;60;60;146;binomial
credit_g;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.800871868233839;train;1.71068091666667;17;80;754;6;20;700;binomial
credit_g;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76843910806175;test;1.71068091666667;17;80;754;6;20;700;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913047582033202;train;2.01554190833333;7;240;494;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.530944427573641;test;2.01554190833333;7;240;494;1;1;849;binomial
ann_thyroid;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992365648963139;train;0.559801265;6;21;220;2;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990579488530844;test;0.559801265;6;21;220;2;21;5040;multinomial
pima;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827330767350929;train;2.031126765;16;8;264;8;8;538;binomial
pima;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864782465392221;test;2.031126765;16;8;264;8;8;538;binomial
596_fri_c2_250_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797522945284383;train;0.10857875;3;25;156;5;5;175;continuous
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527_analcatdata_election2000;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.149619380742995;train;0.0448715683333333;3;4;32;2;2;47;continuous
527_analcatdata_election2000;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.229596329704927;test;0.0448715683333333;3;4;32;2;2;47;continuous
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529_pollen;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125143230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355956696317862;train;3.57790356333333;10;300;620;4;4;2694;continuous
529_pollen;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125143230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.480882702147653;test;3.57790356333333;10;300;620;4;4;2694;continuous
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1096_FacultySalaries;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.397289027610331;train;0.06012086;3;10;80;1;2;35;continuous
1096_FacultySalaries;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.266060945660787;test;0.06012086;3;10;80;1;2;35;continuous
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598_fri_c0_1000_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.521828635780811;train;0.308635111666667;5;122;260;6;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540755575511674;test;0.308635111666667;5;122;260;6;25;700;continuous
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glass2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.663392857142857;test;1.11612671;5;200;410;5;9;115;binomial
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225_puma8NH;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125132035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507923037612025;train;2.16754297333333;3;160;326;2;8;5735;continuous
225_puma8NH;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125132035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525155032212631;test;2.16754297333333;3;160;326;2;8;5735;continuous
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609_fri_c0_1000_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474812718893143;train;0.927391691666667;3;160;326;5;5;700;continuous
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wdbc;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999762030671602;train;1.08890185666667;3;160;326;17;23;399;binomial
wdbc;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991460953268126;test;1.08890185666667;3;160;326;17;23;399;binomial
712_chscase_geyser1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524220134712247;train;0.57960357;3;160;326;1;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562580485995634;test;0.57960357;3;160;326;1;2;156;continuous
527_analcatdata_election2000;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.129453880450266;train;0.526092461666667;3;160;326;2;2;47;continuous
527_analcatdata_election2000;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.573725561679541;test;0.526092461666667;3;160;326;2;2;47;continuous
hungarian;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90980699008868;train;0.890285673333333;5;200;410;10;12;206;binomial
hungarian;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911051212938005;test;0.890285673333333;5;200;410;10;12;206;binomial
690_visualizing_galaxy;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125105126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.340019733646329;train;0.139713461666667;3;6;48;3;3;227;continuous
690_visualizing_galaxy;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125105126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.299788703613621;test;0.139713461666667;3;6;48;3;3;227;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.769353989693023;train;1.50300400333333;6;220;452;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.0306874770929;test;1.50300400333333;6;220;452;4;4;70;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824973167787008;train;0.314725946666667;7;50;334;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826506445382425;test;0.314725946666667;7;50;334;5;10;700;continuous
564_fried;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480227282083023;train;0.397169723333333;6;50;292;5;10;28538;continuous
564_fried;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487524149643692;test;0.397169723333333;6;50;292;5;10;28538;continuous
analcatdata_cyyoung9302;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881656804733728;train;1.33645514166667;5;200;410;6;6;65;binomial
analcatdata_cyyoung9302;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96031746031746;test;1.33645514166667;5;200;410;6;6;65;binomial
588_fri_c4_1000_100;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853095515907393;train;0.952822083333333;3;160;326;10;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830092464620831;test;0.952822083333333;3;160;326;10;100;700;continuous
mfeat_morphological;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915848466960456;train;0.0508440916666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9161451131302;test;0.0508440916666667;3;2;16;2;2;1400;multinomial
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vowel;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964129267551191;test;3.13926949;9;232;482;13;13;693;multinomial
profb;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694721913922802;train;2.49073975001667;20;432;904;9;9;471;binomial
profb;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.624052004333695;test;2.49073975001667;20;432;904;9;9;471;binomial
616_fri_c4_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125152256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826248454494026;train;2.02223277333333;10;300;620;9;50;350;continuous
616_fri_c4_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125152256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834153123748928;test;2.02223277333333;10;300;620;9;50;350;continuous
573_cpu_act;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.329871574139113;train;0.490361510016667;8;85;386;4;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324701530101425;test;0.490361510016667;8;85;386;4;17;5735;continuous
mnist;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.665303256617162;train;30.9281230316667;5;106;222;106;658;49000;multinomial
mnist;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.664441015498085;test;30.9281230316667;5;106;222;106;658;49000;multinomial
ann_thyroid;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984960700621998;train;0.496415795;6;21;232;4;21;5040;multinomial
ann_thyroid;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983001150516071;test;0.496415795;6;21;232;4;21;5040;multinomial
586_fri_c3_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126115300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814016893086046;train;0.162812956666667;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126115300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797289116602153;test;0.162812956666667;3;85;176;5;25;700;continuous
228_elusage;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452032719859443;train;0.62224222;3;160;326;1;1;39;continuous
228_elusage;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.330060140091457;test;0.62224222;3;160;326;1;1;39;continuous
analcatdata_boxing1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777128005198181;train;0.178942265;7;12;188;3;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.650793650793651;test;0.178942265;7;12;188;3;3;84;binomial
fars;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906862145933305;train;33.242669275;3;160;326;21;21;70678;multinomial
fars;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896878289710769;test;33.242669275;3;160;326;21;21;70678;multinomial
581_fri_c3_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124213238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182895509411301;train;1.17528241666667;3;160;326;5;25;350;continuous
581_fri_c3_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124213238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337530257861142;test;1.17528241666667;3;160;326;5;25;350;continuous
593_fri_c1_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20580533649312;train;2.844145025;7;240;494;7;10;700;continuous
593_fri_c1_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271481369071816;test;2.844145025;7;240;494;7;10;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828760114051861;train;0.755004968333333;9;209;438;19;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842933392017396;test;0.755004968333333;9;209;438;19;50;700;continuous
653_fri_c0_250_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.437876322506062;train;0.188884736666667;3;90;186;14;25;175;continuous
653_fri_c0_250_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.542105345279216;test;0.188884736666667;3;90;186;14;25;175;continuous
1201_BNG_breastTumor;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914307596549556;train;14.12752778;10;236;492;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916248297953923;test;14.12752778;10;236;492;9;9;81648;continuous
634_fri_c2_100_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.513478277934435;train;0.703210226666667;3;160;326;7;9;70;continuous
634_fri_c2_100_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.650378623061451;test;0.703210226666667;3;160;326;7;9;70;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126090535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197357774631247;train;2.082872345;8;260;536;5;25;700;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126090535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325521586095099;test;2.082872345;8;260;536;5;25;700;continuous
cars;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848192858045075;train;0.091868575;5;6;68;3;6;275;multinomial
cars;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799366700528055;test;0.091868575;5;6;68;3;6;275;multinomial
buggyCrx;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925975345201612;train;1.21986109833333;7;240;494;4;13;483;binomial
buggyCrx;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873260826964531;test;1.21986109833333;7;240;494;4;13;483;binomial
titanic;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793685510081727;train;1.803303455;6;220;452;5;7;1545;binomial
titanic;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803115585856984;test;1.803303455;6;220;452;5;7;1545;binomial
allhyper;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988460179086323;train;8.917140735;20;500;1040;11;25;2640;multinomial
allhyper;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992670656605083;test;8.917140735;20;500;1040;11;25;2640;multinomial
537_houses;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.577126552520122;train;3.72910785833333;9;248;514;6;6;14448;continuous
537_houses;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.581286451860008;test;3.72910785833333;9;248;514;6;6;14448;continuous
564_fried;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486678767969857;train;4.34523101168333;5;200;410;7;10;28538;continuous
564_fried;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488469849807174;test;4.34523101168333;5;200;410;7;10;28538;continuous
602_fri_c3_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193306619220186;train;1.51819793333333;10;264;548;6;9;175;continuous
602_fri_c3_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412689486253883;test;1.51819793333333;10;264;548;6;9;175;continuous
breast_cancer_wisconsin;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125181625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996635081296436;train;1.66339088833333;3;22;136;21;22;399;binomial
breast_cancer_wisconsin;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125181625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993514150943396;test;1.66339088833333;3;22;136;21;22;399;binomial
596_fri_c2_250_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791966485222273;train;0.83354581;3;160;326;5;5;175;continuous
596_fri_c2_250_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873062988451146;test;0.83354581;3;160;326;5;5;175;continuous
collins;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99379167871756;train;2.54612642665;6;204;420;12;20;340;multinomial
collins;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977298895548896;test;2.54612642665;6;204;420;12;20;340;multinomial
195_auto_price;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428248991514689;train;0.58363063;3;160;326;1;10;112;continuous
195_auto_price;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304985636254532;test;0.58363063;3;160;326;1;10;112;continuous
ann_thyroid;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126095413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999829129614703;train;2.63548454166667;3;160;326;12;21;5040;multinomial
ann_thyroid;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126095413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999083889289778;test;2.63548454166667;3;160;326;12;21;5040;multinomial
201_pol;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487228383063376;train;0.2406591;3;85;176;26;26;10500;continuous
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658_fri_c3_250_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00978115132158;test;2.49222855166667;10;300;620;5;25;175;continuous
622_fri_c2_1000_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807058837755793;train;1.91802248166667;10;264;548;9;50;700;continuous
622_fri_c2_1000_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831982001320188;test;1.91802248166667;10;264;548;9;50;700;continuous
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562_cpu_small;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.340195521146501;test;1.71868432;5;24;196;3;12;5735;continuous
wdbc;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999784645202972;train;0.769568075;3;160;326;10;21;399;binomial
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712_chscase_geyser1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391757628030628;train;0.507634773333333;3;160;326;2;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508881657479377;test;0.507634773333333;3;160;326;2;2;156;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83884966068599;train;1.343300075;5;200;410;3;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825106819294858;test;1.343300075;5;200;410;3;10;350;continuous
706_sleuth_case1202;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507703064378986;train;1.36587204166667;5;200;410;4;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.699034084306483;test;1.36587204166667;5;200;410;4;6;66;continuous
1191_BNG_pbc;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79523630426341;train;38.9176689333333;2;140;284;14;18;700000;continuous
1191_BNG_pbc;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794605356503666;test;38.9176689333333;2;140;284;14;18;700000;continuous
588_fri_c4_1000_100;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25329593620704;train;2.98294439833333;3;160;326;5;99;700;continuous
588_fri_c4_1000_100;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333764430551563;test;2.98294439833333;3;160;326;5;99;700;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769322446415624;train;0.236379111666667;7;8;124;3;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892226830339336;test;0.236379111666667;7;8;124;3;4;175;continuous
churn;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964989032996376;train;3.428843505;3;160;326;10;15;3500;binomial
churn;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89942686988921;test;3.428843505;3;160;326;10;15;3500;binomial
allbp;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978683173445946;train;25.34893923;6;25;246;19;25;2641;multinomial
allbp;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974330649970185;test;25.34893923;6;25;246;19;25;2641;multinomial
collins;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99745295636675;train;10.63573935;3;20;118;2;20;340;multinomial
collins;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999206349206349;test;10.63573935;3;20;118;2;20;340;multinomial
635_fri_c0_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.538454778261207;train;0.878332768333333;3;160;326;5;10;175;continuous
635_fri_c0_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.536419951943977;test;0.878332768333333;3;160;326;5;10;175;continuous
573_cpu_act;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.311403508163088;train;2.88147796166667;9;232;482;3;17;5735;continuous
573_cpu_act;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.316642797979794;test;2.88147796166667;9;232;482;3;17;5735;continuous
687_sleuth_ex1605;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.637788168407438;train;0.28378793665;7;8;124;3;4;44;continuous
687_sleuth_ex1605;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.581768981639886;test;0.28378793665;7;8;124;3;4;44;continuous
wine_recognition;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9993961352657;train;0.56237832;3;160;326;5;13;125;multinomial
wine_recognition;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.56237832;3;160;326;5;13;125;multinomial
603_fri_c0_250_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498937147165933;train;1.47213094666667;5;200;410;41;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.525223410065751;test;1.47213094666667;5;200;410;41;50;175;continuous
wine_quality_red;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124190806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784702295570958;train;0.223017475;6;11;138;5;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124190806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803392608361377;test;0.223017475;6;11;138;5;11;1120;multinomial
644_fri_c4_250_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782176232922565;train;1.04052109833333;14;125;648;11;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878273605371908;test;1.04052109833333;14;125;648;11;25;175;continuous
617_fri_c3_500_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124183351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291528524901803;train;0.644057478333333;3;160;326;5;5;350;continuous
617_fri_c3_500_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124183351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433466288309282;test;0.644057478333333;3;160;326;5;5;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78927015267219;train;0.987037425;7;18;264;4;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846443697848287;test;0.987037425;7;18;264;4;9;350;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215152844694903;train;1.92744226668333;5;200;410;5;10;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304143203454909;test;1.92744226668333;5;200;410;5;10;700;continuous
659_sleuth_ex1714;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125204656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756318778944264;train;0.0377673133333333;3;2;16;0;1;33;continuous
659_sleuth_ex1714;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125204656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.988177880636755;test;0.0377673133333333;3;2;16;0;1;33;continuous
562_cpu_small;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.196601858074618;train;0.18638804;3;60;176;11;12;5735;continuous
562_cpu_small;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.2179496940219;test;0.18638804;3;60;176;11;12;5735;continuous
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profb;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685731788817109;test;1.21240773166667;10;9;186;3;9;471;binomial
695_chatfield_4;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330897033323852;train;0.602036409983333;3;160;326;2;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369920041033625;test;0.602036409983333;3;160;326;2;10;165;continuous
537_houses;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.512830025878041;train;15.5936002433333;5;200;410;5;6;14448;continuous
537_houses;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527993828795733;test;15.5936002433333;5;200;410;5;6;14448;continuous
344_mv;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0411796298464111;train;24.1322525366667;3;160;326;5;10;28538;continuous
344_mv;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0425115722032142;test;24.1322525366667;3;160;326;5;10;28538;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840537711457657;train;0.720283331666667;3;68;150;7;50;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825719605030611;test;0.720283331666667;3;68;150;7;50;700;continuous
344_mv;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125181328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.434236813737019;train;0.416446878333333;5;50;250;6;10;28538;continuous
344_mv;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125181328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431508822527659;test;0.416446878333333;5;50;250;6;10;28538;continuous
flags;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849497113752122;train;12.959180575;16;36;684;28;36;125;multinomial
flags;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.675708333333333;test;12.959180575;16;36;684;28;36;125;multinomial
604_fri_c4_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860914079507033;train;1.20359336666667;7;20;294;5;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816576896977683;test;1.20359336666667;7;20;294;5;10;350;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831782705455039;train;1.66169836;7;240;494;18;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829932811907706;test;1.66169836;7;240;494;18;50;700;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607378955231508;train;3.20727312333333;3;43;166;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.60454247258825;test;3.20727312333333;3;43;166;9;9;21773;continuous
mfeat_zernike;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125101012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988199972348646;train;42.79415868;3;32;138;28;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125101012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97736493466379;test;42.79415868;3;32;138;28;32;1400;multinomial
phoneme;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968382618103137;train;2.55294862166667;3;160;326;5;5;3783;binomial
phoneme;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935496588779958;test;2.55294862166667;3;160;326;5;5;3783;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997373949579832;train;0.873320553333333;3;160;326;2;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.873320553333333;3;160;326;2;4;185;binomial
641_fri_c1_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86070621751561;train;0.434210448333333;3;20;132;4;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834388253877411;test;0.434210448333333;3;20;132;4;10;350;continuous
609_fri_c0_1000_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477456132656311;train;0.271416406666667;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490729904038;test;0.271416406666667;3;10;72;5;5;700;continuous
twonorm;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125210255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998109824855796;train;2.63414999166667;3;20;108;20;20;5180;binomial
twonorm;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125210255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997719839828692;test;2.63414999166667;3;20;108;20;20;5180;binomial
602_fri_c3_250_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817839341198086;train;1.35691840331667;9;18;338;8;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840002103271852;test;1.35691840331667;9;18;338;8;9;175;continuous
561_cpu;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0951446303305821;train;0.88602169;5;200;410;5;7;147;continuous
561_cpu;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15064867763615;test;0.88602169;5;200;410;5;7;147;continuous
591_fri_c1_100_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251241544111117;train;1.790252215;9;280;578;6;10;70;continuous
591_fri_c1_100_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.650001479105442;test;1.790252215;9;280;578;6;10;70;continuous
645_fri_c3_500_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8010807240677;train;0.226424546666667;3;90;186;8;50;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793733663324101;test;0.226424546666667;3;90;186;8;50;350;continuous
magic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125134118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937556776115334;train;11.49432503;3;160;326;9;9;13314;binomial
magic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125134118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914471340585708;test;11.49432503;3;160;326;9;9;13314;binomial
iris;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997150997150997;train;0.667466143333333;3;160;326;2;3;105;multinomial
iris;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991978609625668;test;0.667466143333333;3;160;326;2;3;105;multinomial
659_sleuth_ex1714;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.532117854695911;train;0.672046131666667;3;160;326;2;2;33;continuous
659_sleuth_ex1714;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.649746454159812;test;0.672046131666667;3;160;326;2;2;33;continuous
calendarDOW;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81883134287932;train;1.910831575;3;15;96;2;15;280;multinomial
calendarDOW;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758609064785789;test;1.910831575;3;15;96;2;15;280;multinomial
allhypo;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826846794577333;train;4.64138312501667;11;272;566;12;25;2639;multinomial
allhypo;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858348893517344;test;4.64138312501667;11;272;566;12;25;2639;multinomial
644_fri_c4_250_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785546100859904;train;1.75158581333333;7;50;318;21;25;175;continuous
644_fri_c4_250_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889107110130132;test;1.75158581333333;7;50;318;21;25;175;continuous
segmentation;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527815379367548;train;12.6801013716833;3;14;88;12;14;1617;multinomial
segmentation;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.510235273180179;test;12.6801013716833;3;14;88;12;14;1617;multinomial
australian;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907914393913074;train;0.78632493;3;160;326;10;13;483;binomial
australian;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892284474627429;test;0.78632493;3;160;326;10;13;483;binomial
analcatdata_germangss;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746818318091668;train;0.0701096166666667;5;5;56;1;5;280;multinomial
analcatdata_germangss;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680528642829681;test;0.0701096166666667;5;5;56;1;5;280;multinomial
597_fri_c2_500_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18675125448001;train;2.23495880166667;16;383;798;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339464455961772;test;2.23495880166667;16;383;798;5;5;350;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125142832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872843917189467;train;0.746632775;11;125;522;2;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125142832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.919628624877524;test;0.746632775;11;125;522;2;25;175;continuous
560_bodyfat;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836879274889764;train;0.782337923333333;3;160;326;11;13;177;continuous
560_bodyfat;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.766266541621322;test;0.782337923333333;3;160;326;11;13;177;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.31842849080231;train;0.134147241666667;3;6;48;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335955990656064;test;0.134147241666667;3;6;48;3;3;227;continuous
607_fri_c4_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82144231288964;train;0.227962351666667;3;90;186;4;50;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856104097462677;test;0.227962351666667;3;90;186;4;50;700;continuous
653_fri_c0_250_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.422866701310571;train;1.96343758001667;20;276;592;19;25;175;continuous
653_fri_c0_250_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.534920369740946;test;1.96343758001667;20;276;592;19;25;175;continuous
biomed;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973651960784314;train;0.565914091666667;9;32;410;5;8;147;binomial
biomed;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928728070175439;test;0.565914091666667;9;32;410;5;8;147;binomial
spectf;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898851831601968;train;0.700525981666667;8;144;384;11;44;245;binomial
spectf;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;test;0.700525981666667;8;144;384;11;44;245;binomial
breast_cancer;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.789806636428742;train;1.76794961833333;8;260;536;7;9;201;binomial
breast_cancer;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.674054758800522;test;1.76794961833333;8;260;536;7;9;201;binomial
collins;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996685978479889;train;8.40169632333333;3;20;126;8;20;340;multinomial
collins;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997255160298639;test;8.40169632333333;3;20;126;8;20;340;multinomial
626_fri_c2_500_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.748880961099369;train;0.358026138333333;5;130;270;42;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.910001857159752;test;0.358026138333333;5;130;270;42;50;350;continuous
buggyCrx;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906130268199234;train;2.38590032833333;11;14;312;4;14;483;binomial
buggyCrx;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909691417550627;test;2.38590032833333;11;14;312;4;14;483;binomial
595_fri_c0_1000_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493555811975205;train;1.29540925666667;5;200;410;5;10;700;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487787899186743;test;1.29540925666667;5;200;410;5;10;700;continuous
analcatdata_creditscore;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.644143558333333;3;160;326;4;6;70;binomial
analcatdata_creditscore;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.644143558333333;3;160;326;4;6;70;binomial
557_analcatdata_apnea1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.176695553072949;train;0.094682285;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292600686657703;test;0.094682285;3;15;120;3;3;333;continuous
1030_ERA;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.729628689320978;train;0.152282368333333;5;20;192;4;4;700;continuous
1030_ERA;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787258248511371;test;0.152282368333333;5;20;192;4;4;700;continuous
mnist;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991974012934125;train;35.0187469183333;2;45;94;388;587;49000;multinomial
mnist;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988596940186585;test;35.0187469183333;2;45;94;388;587;49000;multinomial
654_fri_c0_500_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535689003888022;train;0.361729606666667;8;50;376;7;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.565184384933746;test;0.361729606666667;8;50;376;7;10;350;continuous
648_fri_c1_250_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226004313728387;train;3.27193506;20;408;856;10;50;175;continuous
648_fri_c1_250_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527043755225991;test;3.27193506;20;408;856;10;50;175;continuous
ring;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775977262137732;train;0.904540981666667;3;160;326;20;20;5180;binomial
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fars;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908757327577264;train;32.4277749233333;10;21;364;19;21;70678;multinomial
fars;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879125405972196;test;32.4277749233333;10;21;364;19;21;70678;multinomial
581_fri_c3_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125101614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803937484925356;train;0.78556475;3;160;326;25;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125101614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.899498577460824;test;0.78556475;3;160;326;25;25;350;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843419452529467;train;0.301766961666667;6;25;290;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.15153568256967;test;0.301766961666667;6;25;290;2;5;70;continuous
522_pm10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.895786699609006;train;0.990715918333333;8;14;232;7;7;350;continuous
522_pm10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855244635759808;test;0.990715918333333;8;14;232;7;7;350;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.636159385937702;train;0.268113185;7;25;308;4;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.584073324471123;test;0.268113185;7;25;308;4;5;44;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860119047619048;train;0.21104605;7;4;62;1;4;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759259259259259;test;0.21104605;7;4;62;1;4;37;binomial
522_pm10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416281564219524;train;1.93211185333333;8;260;536;7;7;350;continuous
522_pm10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.728578213341315;test;1.93211185333333;8;260;536;7;7;350;continuous
hungarian;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906311945748566;train;0.730728403333333;3;160;326;9;12;206;binomial
hungarian;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907277628032345;test;0.730728403333333;3;160;326;9;12;206;binomial
breast_w;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991557448063559;train;0.75880443;3;160;326;8;8;490;binomial
breast_w;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992092457420924;test;0.75880443;3;160;326;8;8;490;binomial
credit_g;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126091150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829607579357129;train;2.06748815333333;7;240;494;16;20;700;binomial
credit_g;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126091150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.761978790738993;test;2.06748815333333;7;240;494;16;20;700;binomial
695_chatfield_4;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.323810061043564;train;1.00044627166667;3;160;326;5;5;165;continuous
695_chatfield_4;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.356700681862451;test;1.00044627166667;3;160;326;5;5;165;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.335091364071738;train;0.8435675;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.622655156346157;test;0.8435675;3;160;326;1;2;33;continuous
663_rabe_266;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126095658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.109354343564022;train;0.883175015;3;160;326;2;2;84;continuous
663_rabe_266;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126095658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.11285515470848;test;0.883175015;3;160;326;2;2;84;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124183753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837490034939974;train;0.930558065;3;160;326;5;5;350;continuous
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653_fri_c0_250_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465035194961276;train;0.724275018333333;3;50;150;12;25;175;continuous
653_fri_c0_250_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.500153287115516;test;0.724275018333333;3;50;150;12;25;175;continuous
cmc;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.738916897589464;train;0.240906191666667;10;9;188;8;9;1032;multinomial
cmc;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723784064659902;test;0.240906191666667;10;9;188;8;9;1032;multinomial
648_fri_c1_250_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.718316450290354;train;1.56546373833333;6;220;452;21;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829936165254173;test;1.56546373833333;6;220;452;21;50;175;continuous
562_cpu_small;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15220249818374;train;6.511527075;7;240;494;10;12;5735;continuous
562_cpu_small;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163792805035238;test;6.511527075;7;240;494;10;12;5735;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837202372963827;train;0.81390085;3;160;326;10;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879776441854703;test;0.81390085;3;160;326;10;25;700;continuous
564_fried;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486621603562524;train;6.03245806833333;6;204;420;9;10;28538;continuous
564_fried;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488605104261103;test;6.03245806833333;6;204;420;9;10;28538;continuous
wine_recognition;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.522762971666667;3;13;82;9;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.522762971666667;3;13;82;9;13;125;multinomial
allrep;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968685279948787;train;1.17543140166667;13;24;542;11;24;2641;multinomial
allrep;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91092171377409;test;1.17543140166667;13;24;542;11;24;2641;multinomial
611_fri_c3_100_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.726166075439097;train;0.235370674983333;7;20;294;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.936753533365469;test;0.235370674983333;7;20;294;4;4;70;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125130614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.918832551838785;train;11.7978724666667;6;220;452;8;9;81648;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125130614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917311257676929;test;11.7978724666667;6;220;452;8;9;81648;continuous
611_fri_c3_100_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84110679958608;train;0.460940225;8;8;140;4;4;70;continuous
611_fri_c3_100_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819652689794315;test;0.460940225;8;8;140;4;4;70;continuous
579_fri_c0_250_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482932637936857;train;0.83220359;9;10;192;5;5;175;continuous
579_fri_c0_250_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520724238290124;test;0.83220359;9;10;192;5;5;175;continuous
665_sleuth_case2002;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.710758442647544;train;0.32453095;8;30;376;2;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797080544719733;test;0.32453095;8;30;376;2;6;103;continuous
analcatdata_authorship;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.10670754333333;3;160;326;47;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99975848641579;test;1.10670754333333;3;160;326;47;70;589;multinomial
spambase;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976290305390846;train;0.35198832;3;80;166;45;55;3221;binomial
spambase;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972850847875035;test;0.35198832;3;80;166;45;55;3221;binomial
pendigits;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996925122227682;train;13.0345874216667;6;220;452;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997025283848398;test;13.0345874216667;6;220;452;16;16;7695;multinomial
690_visualizing_galaxy;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318498874544266;train;0.554294016666667;6;8;108;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.300503080413021;test;0.554294016666667;6;8;108;4;4;227;continuous
coil2000;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.731678312770681;train;16.3552388216667;20;494;1028;3;59;6876;binomial
coil2000;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.721839106245513;test;16.3552388216667;20;494;1028;3;59;6876;binomial
biomed;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964574898785425;train;0.140328776666667;3;8;56;5;8;147;binomial
biomed;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942028985507246;test;0.140328776666667;3;8;56;5;8;147;binomial
613_fri_c3_250_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.769368569432056;train;0.231396138333333;6;25;280;4;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868693729713374;test;0.231396138333333;6;25;280;4;5;175;continuous
cmc;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124211604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811500532612258;train;2.92365576666667;10;300;620;6;9;1032;multinomial
cmc;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124211604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.746151103040875;test;2.92365576666667;10;300;620;6;9;1032;multinomial
cloud;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.606050191815857;train;0.0977373833333333;3;5;36;1;5;76;multinomial
cloud;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456624779541446;test;0.0977373833333333;3;5;36;1;5;76;multinomial
analcatdata_lawsuit;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.607177306683333;3;160;326;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991891891891892;test;0.607177306683333;3;160;326;2;4;185;binomial
666_rmftsa_ladata;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426466079041542;train;1.11283108;3;160;326;10;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.714181822590978;test;1.11283108;3;160;326;10;10;356;continuous
666_rmftsa_ladata;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600675547087571;train;3.22028593833333;20;20;788;4;10;356;continuous
666_rmftsa_ladata;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.543039094449388;test;3.22028593833333;20;20;788;4;10;356;continuous
210_cloud;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.221097881583909;train;0.442048956666667;7;10;150;4;5;76;continuous
210_cloud;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.299016993995345;test;0.442048956666667;7;10;150;4;5;76;continuous
clean2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540580998021729;train;30.2354532133333;7;101;304;87;107;4619;binomial
clean2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540473667783691;test;30.2354532133333;7;101;304;87;107;4619;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125142838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.617167345;3;160;326;20;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125142838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.617167345;3;160;326;20;20;5702;binomial
590_fri_c0_1000_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377017242508992;train;1.470200935;3;160;326;5;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.427101446599068;test;1.470200935;3;160;326;5;50;700;continuous
breast_w;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125184638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994706718539578;train;0.67780334;3;160;326;8;8;490;binomial
breast_w;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125184638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990653286107831;test;0.67780334;3;160;326;8;8;490;binomial
644_fri_c4_250_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800678849144661;train;0.914326649983333;13;125;606;5;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805150215873582;test;0.914326649983333;13;125;606;5;25;175;continuous
allrep;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945387777439583;train;3.28117479666667;14;220;468;4;25;2641;multinomial
allrep;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934949956182833;test;3.28117479666667;14;220;468;4;25;2641;multinomial
192_vineyard;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.576944519999013;train;0.0366457733333333;3;5;40;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.961848227798906;test;0.0366457733333333;3;5;40;1;1;37;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169172817856377;train;2.51464004831667;11;320;662;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287442618598666;test;2.51464004831667;11;320;662;5;5;700;continuous
schizo;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678323831194287;train;0.584785246666667;18;13;460;6;13;238;multinomial
schizo;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.562256235827664;test;0.584785246666667;18;13;460;6;13;238;multinomial
649_fri_c0_500_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298059991055366;train;1.04349082;5;200;410;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410454103391547;test;1.04349082;5;200;410;5;5;350;continuous
appendicitis;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844262295081967;train;0.1413689;5;16;156;1;4;75;binomial
appendicitis;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845238095238095;test;0.1413689;5;16;156;1;4;75;binomial
analcatdata_germangss;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125192654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807602885773176;train;0.0825412933333333;5;5;56;3;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125192654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712557392684121;test;0.0825412933333333;5;5;56;3;5;280;multinomial
iris;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995078995078995;train;0.611212905;3;160;326;2;3;105;multinomial
iris;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.611212905;3;160;326;2;3;105;multinomial
1199_BNG_echoMonths;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125131109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.71483219999694;train;2.486314955;9;18;336;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125131109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704407487578825;test;2.486314955;9;18;336;9;9;12248;continuous
1089_USCrime;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.416254838832085;train;0.248465875;6;6;84;3;3;33;continuous
1089_USCrime;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.352142029867982;test;0.248465875;6;6;84;3;3;33;continuous
218_house_8L;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472584152460777;train;3.13040738166667;5;200;410;8;8;15949;continuous
218_house_8L;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466634430367665;test;3.13040738166667;5;200;410;8;8;15949;continuous
heart_c;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939339875111508;train;0.63741495;3;160;326;10;13;213;binomial
heart_c;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888174171202375;test;0.63741495;3;160;326;10;13;213;binomial
twonorm;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997613963256972;train;2.66196491;3;20;110;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998679829400833;test;2.66196491;3;20;110;20;20;5180;binomial
cars;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811116094949236;train;0.107660971666667;8;6;104;4;6;275;multinomial
cars;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.760742483660131;test;0.107660971666667;8;6;104;4;6;275;multinomial
australian;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935217451909674;train;1.934766235;9;13;242;9;13;483;binomial
australian;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911411411411411;test;1.934766235;9;13;242;9;13;483;binomial
207_autoPrice;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.411724559438389;train;0.506080858333333;8;45;386;3;9;112;continuous
207_autoPrice;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.561325970065486;test;0.506080858333333;8;45;386;3;9;112;continuous
crx;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939272162814764;train;1.18068002;5;200;410;13;13;483;binomial
crx;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912117692605498;test;1.18068002;5;200;410;13;13;483;binomial
581_fri_c3_500_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82465896233755;train;0.957253121666667;3;50;150;23;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87540832025467;test;0.957253121666667;3;50;150;23;25;350;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658513083900102;train;249.894800071667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659375093135926;test;249.894800071667;0;100;200;5;10;700000;continuous
optdigits;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999376291949856;train;6.98950552;3;160;326;57;59;3934;multinomial
optdigits;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999083570738579;test;6.98950552;3;160;326;57;59;3934;multinomial
634_fri_c2_100_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.694236345570039;train;1.38679796333333;6;220;452;8;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79589737188265;test;1.38679796333333;6;220;452;8;9;70;continuous
prnn_crabs;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.652736255;3;160;326;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979910714285714;test;0.652736255;3;160;326;4;4;140;binomial
dis;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702261350509329;train;1.14286582666667;14;95;628;4;25;2641;binomial
dis;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668244020974549;test;1.14286582666667;14;95;628;4;25;2641;binomial
712_chscase_geyser1;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125183827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38958184075602;train;0.555165645;3;160;326;1;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125183827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.536758483900093;test;0.555165645;3;160;326;1;2;156;continuous
Hill_Valley_without_noise;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125125649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.370682475;3;112;230;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125125649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.370682475;3;112;230;1;1;849;binomial
617_fri_c3_500_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860688833692924;train;0.907240861683333;3;160;326;4;4;350;continuous
617_fri_c3_500_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.965058743441732;test;0.907240861683333;3;160;326;4;4;350;continuous
contraceptive;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742612941570332;train;0.10826391;3;9;62;9;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702321284708661;test;0.10826391;3;9;62;9;9;1032;multinomial
confidence;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946481481481482;train;0.878762628333333;5;200;410;1;1;51;multinomial
confidence;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938888888888889;test;0.878762628333333;5;200;410;1;1;51;multinomial
colic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926115723923197;train;3.29957738998333;12;22;434;8;22;258;binomial
colic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.839285714285714;test;3.29957738998333;12;22;434;8;22;258;binomial
twonorm;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125181438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998262224066944;train;0.339752018333333;3;58;166;20;20;5180;binomial
twonorm;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125181438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997331863124416;test;0.339752018333333;3;58;166;20;20;5180;binomial
621_fri_c0_100_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439774688284188;train;0.538600451666667;11;50;512;9;10;70;continuous
621_fri_c0_100_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.622823894854616;test;0.538600451666667;11;50;512;9;10;70;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784546482560063;train;0.966198936666667;5;20;214;6;10;700;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813674213509234;test;0.966198936666667;5;20;214;6;10;700;continuous
649_fri_c0_500_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465266200702893;train;0.0940031166666667;3;25;156;5;5;350;continuous
649_fri_c0_500_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480175351298904;test;0.0940031166666667;3;25;156;5;5;350;continuous
breast;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988760366652117;train;0.90541554165;3;160;326;9;9;490;binomial
breast;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989068740803027;test;0.90541554165;3;160;326;9;9;490;binomial
analcatdata_authorship;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999915815871902;train;0.897317871666667;3;160;326;56;70;589;multinomial
analcatdata_authorship;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999642559895369;test;0.897317871666667;3;160;326;56;70;589;multinomial
1199_BNG_echoMonths;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713919415415992;train;1.85484731833333;3;160;326;8;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.703846129628094;test;1.85484731833333;3;160;326;8;9;12248;continuous
192_vineyard;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.534768323550872;train;0.0557465483333333;3;10;74;2;2;37;continuous
192_vineyard;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.582942010336125;test;0.0557465483333333;3;10;74;2;2;37;continuous
phoneme;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804922430848357;train;1.05396231;3;160;326;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797845950607317;test;1.05396231;3;160;326;5;5;3783;binomial
satimage;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975662240990665;train;2.98407205666667;3;160;326;27;27;4505;multinomial
satimage;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970632009957369;test;2.98407205666667;3;160;326;27;27;4505;multinomial
waveform_40;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970155077784105;train;11.7794325166667;3;40;136;24;40;3500;multinomial
waveform_40;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972403963525376;test;11.7794325166667;3;40;136;24;40;3500;multinomial
ecoli;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984560755008709;train;0.9432585;3;160;326;5;6;229;multinomial
ecoli;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968932597193467;test;0.9432585;3;160;326;5;6;229;multinomial
631_fri_c1_500_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194411260275989;train;2.20736749333333;11;288;598;4;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366022546540776;test;2.20736749333333;11;288;598;4;5;350;continuous
sleep;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885787449553013;train;2.88142334;5;13;134;11;13;74136;multinomial
sleep;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882713606034361;test;2.88142334;5;13;134;11;13;74136;multinomial
allbp;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956557824255419;train;31.6699163483333;8;25;336;16;25;2641;multinomial
allbp;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9532090261105;test;31.6699163483333;8;25;336;16;25;2641;multinomial
satimage;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980953630273174;train;0.695585951666667;5;24;206;20;24;4505;multinomial
satimage;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977424756470743;test;0.695585951666667;5;24;206;20;24;4505;multinomial
627_fri_c2_500_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863063566875879;train;0.294462336666667;7;50;334;1;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871762872374832;test;0.294462336666667;7;50;334;1;10;350;continuous
breast_cancer_wisconsin;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994939759036145;train;0.201338321666667;3;79;166;11;22;399;binomial
breast_cancer_wisconsin;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98626045400239;test;0.201338321666667;3;79;166;11;22;399;binomial
608_fri_c3_1000_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804355214355591;train;1.32747514333333;6;20;254;6;10;700;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86029551993383;test;1.32747514333333;6;20;254;6;10;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124183629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184555886602078;train;7.15914895;14;348;724;5;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124183629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299587851786846;test;7.15914895;14;348;724;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824415942804328;train;0.208200166666667;3;90;186;7;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868696616118176;test;0.208200166666667;3;90;186;7;50;700;continuous
coil2000;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.72374467879257;train;13.2080254683333;20;500;1040;4;59;6876;binomial
coil2000;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.743396126462112;test;13.2080254683333;20;500;1040;4;59;6876;binomial
churn;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125114753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861675459422312;train;1.55676233333333;6;188;388;15;15;3500;binomial
churn;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125114753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862525720164609;test;1.55676233333333;6;188;388;15;15;3500;binomial
579_fri_c0_250_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124193842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482812462902494;train;0.181206356666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124193842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520622756898482;test;0.181206356666667;3;10;72;5;5;175;continuous
651_fri_c0_100_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411212396765994;train;0.819707681666667;3;160;326;13;25;70;continuous
651_fri_c0_100_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.732386279965089;test;0.819707681666667;3;160;326;13;25;70;continuous
564_fried;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488211107119928;train;3.305406305;9;20;376;7;10;28538;continuous
564_fried;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49153115539712;test;3.305406305;9;20;376;7;10;28538;continuous
vehicle;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927040352186325;train;1.52722494333333;6;213;438;11;13;593;multinomial
vehicle;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914222444222444;test;1.52722494333333;6;213;438;11;13;593;multinomial
210_cloud;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.258410810062976;train;0.892879371666667;11;10;232;5;5;76;continuous
210_cloud;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.264416898648904;test;0.892879371666667;11;10;232;5;5;76;continuous
1096_FacultySalaries;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.692916502635754;train;1.26447650166667;9;280;578;2;2;35;continuous
1096_FacultySalaries;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.727458015928562;test;1.26447650166667;9;280;578;2;2;35;continuous
titanic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126104156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808777990430622;train;1.52906085833333;5;200;410;8;8;1545;binomial
titanic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126104156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818050461848867;test;1.52906085833333;5;200;410;8;8;1545;binomial
new_thyroid;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.711179775;3;160;326;5;5;151;multinomial
new_thyroid;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992094861660079;test;0.711179775;3;160;326;5;5;151;multinomial
1199_BNG_echoMonths;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.654441840045258;train;8.35505945;11;320;662;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.695428561167146;test;8.35505945;11;320;662;7;9;12248;continuous
mfeat_zernike;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988076636912272;train;3.27761227333333;5;200;410;30;32;1400;multinomial
mfeat_zernike;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980678548177525;test;3.27761227333333;5;200;410;30;32;1400;multinomial
ring;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818986355432567;train;2.06715102;3;20;100;20;20;5180;binomial
ring;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.809417625025284;test;2.06715102;3;20;100;20;20;5180;binomial
611_fri_c3_100_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780502278924155;train;1.9227152;5;200;410;4;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.03968062244989;test;1.9227152;5;200;410;4;4;70;continuous
satimage;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97817343968759;train;34.80036853;4;22;146;21;22;4505;multinomial
satimage;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974891765145846;test;34.80036853;4;22;146;21;22;4505;multinomial
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125103208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208649796402135;train;1.88489321166667;3;160;326;46;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125103208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379455887348642;test;1.88489321166667;3;160;326;46;50;700;continuous
biomed;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945022907122033;train;0.59867807;3;160;326;8;8;147;binomial
biomed;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976495726495726;test;0.59867807;3;160;326;8;8;147;binomial
allhypo;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831996026129916;train;32.61059079;11;24;458;9;24;2639;multinomial
allhypo;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831490200481555;test;32.61059079;11;24;458;9;24;2639;multinomial
556_analcatdata_apnea2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.206782390826191;train;0.244452068316667;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.233701279064924;test;0.244452068316667;3;6;48;3;3;333;continuous
573_cpu_act;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124191306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191294487010924;train;5.19498695333333;3;160;326;10;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124191306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22667303777648;test;5.19498695333333;3;160;326;10;17;5735;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816500687015073;train;0.911089501666667;3;160;326;10;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845716211608214;test;0.911089501666667;3;160;326;10;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839226202646145;train;0.945992995;9;20;370;10;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837856802087838;test;0.945992995;9;20;370;10;10;350;continuous
1030_ERA;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.730378125323394;train;0.145576068333333;5;20;190;4;4;700;continuous
1030_ERA;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779031538300306;test;0.145576068333333;5;20;190;4;4;700;continuous
503_wind;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457637706683867;train;1.29536831666667;3;27;126;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453171868504589;test;1.29536831666667;3;27;126;14;14;4602;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757808371627701;train;0.701217658333333;6;20;260;9;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.903543579191417;test;0.701217658333333;6;20;260;9;10;70;continuous
titanic;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883550769923493;train;2.33034845166667;9;280;578;6;7;1545;binomial
titanic;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.789465101108937;test;2.33034845166667;9;280;578;6;7;1545;binomial
glass;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948191245791246;train;1.02322872333333;5;200;410;3;9;144;multinomial
glass;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895886752136752;test;1.02322872333333;5;200;410;3;9;144;multinomial
695_chatfield_4;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247614336786162;train;0.826745125;5;200;410;4;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319357869190799;test;0.826745125;5;200;410;4;9;165;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.429584314702511;train;1.143030035;15;277;658;47;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446394850242105;test;1.143030035;15;277;658;47;71;742;continuous
banana;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988509879072226;train;4.061811445;14;268;564;2;2;3710;binomial
banana;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966532740023905;test;4.061811445;14;268;564;2;2;3710;binomial
spambase;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985521738501103;train;2.36011544168333;6;220;452;54;54;3221;binomial
spambase;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981397399701008;test;2.36011544168333;6;220;452;54;54;3221;binomial
588_fri_c4_1000_100;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125114613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827617774533677;train;0.94208022;3;160;326;26;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125114613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845796185044925;test;0.94208022;3;160;326;26;100;700;continuous
hypothyroid;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124180950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935243444738808;train;2.06849944168333;12;228;480;19;20;2215;binomial
hypothyroid;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124180950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945389410735945;test;2.06849944168333;12;228;480;19;20;2215;binomial
617_fri_c3_500_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839849195701574;train;0.926016366666667;9;10;192;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.906755050620713;test;0.926016366666667;9;10;192;5;5;350;continuous
wdbc;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.870656018333333;3;160;326;22;22;399;binomial
wdbc;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994545990566038;test;0.870656018333333;3;160;326;22;22;399;binomial
bupa;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.681210125540235;train;1.56248078333333;7;240;494;1;5;242;binomial
bupa;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.436170212765957;test;1.56248078333333;7;240;494;1;5;242;binomial
573_cpu_act;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.329871574139134;train;0.340024048333333;5;85;260;4;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324701530101438;test;0.340024048333333;5;85;260;4;17;5735;continuous
wine_quality_red;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710753108549664;train;0.990855841683333;3;160;326;6;11;1120;multinomial
wine_quality_red;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778704760295844;test;0.990855841683333;3;160;326;6;11;1120;multinomial
cars;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873265241823816;train;0.841589288333333;3;160;326;7;7;275;multinomial
cars;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871611871611872;test;0.841589288333333;3;160;326;7;7;275;multinomial
phoneme;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968408981371944;train;2.57229927;5;200;410;5;5;3783;binomial
phoneme;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945984551025651;test;2.57229927;5;200;410;5;5;3783;binomial
634_fri_c2_100_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.698777823979584;train;0.421689055;8;45;386;9;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835003017805666;test;0.421689055;8;45;386;9;9;70;continuous
backache;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84622641509434;train;2.35881596333333;7;32;306;9;32;126;binomial
backache;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.444897959183673;test;2.35881596333333;7;32;306;9;32;126;binomial
574_house_16H;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395428958428494;train;30.25283138;9;280;578;12;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416066820898057;test;30.25283138;9;280;578;12;15;15949;continuous
optdigits;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999881779947182;train;39.6011875633333;2;46;96;62;62;3934;multinomial
optdigits;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999343728592679;test;39.6011875633333;2;46;96;62;62;3934;multinomial
195_auto_price;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.372877382465415;train;0.761929723333333;3;160;326;5;10;112;continuous
195_auto_price;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.417269518775974;test;0.761929723333333;3;160;326;5;10;112;continuous
movement_libras;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979182481425331;train;3.72574062166667;10;268;556;15;22;252;multinomial
movement_libras;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938786458145869;test;3.72574062166667;10;268;556;15;22;252;multinomial
heart_statlog;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927655265526553;train;0.720551218333333;3;160;326;10;13;189;binomial
heart_statlog;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941964285714286;test;0.720551218333333;3;160;326;10;13;189;binomial
allhyper;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964170453043841;train;3.05232117;10;220;460;25;25;2640;multinomial
allhyper;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938302324572816;test;3.05232117;10;220;460;25;25;2640;multinomial
wdbc;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99627844712182;train;0.334637645;6;86;292;9;22;399;binomial
wdbc;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977299880525687;test;0.334637645;6;86;292;9;22;399;binomial
618_fri_c3_1000_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827674976774737;train;0.226089891666667;3;90;186;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861336896872499;test;0.226089891666667;3;90;186;5;50;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802340405380138;train;1.00688739333333;5;20;216;9;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804450177339211;test;1.00688739333333;5;20;216;9;10;700;continuous
225_puma8NH;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125123344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75592548612938;train;0.28142743;6;40;292;2;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125123344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765480637337322;test;0.28142743;6;40;292;2;8;5735;continuous
letter;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972033305868487;train;32.6658684749833;3;160;326;15;16;14000;multinomial
letter;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970685468243212;test;32.6658684749833;3;160;326;15;16;14000;multinomial
appendicitis;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126103626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871194379391101;train;0.152037918333333;7;4;62;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126103626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857142857142857;test;0.152037918333333;7;4;62;4;4;75;binomial
breast_cancer;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.764007092198582;train;1.89387914333333;13;9;238;8;9;201;binomial
breast_cancer;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.665;test;1.89387914333333;13;9;238;8;9;201;binomial
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834547894267605;train;1.34433354;8;20;324;7;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816066311493342;test;1.34433354;8;20;324;7;10;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849586691936779;train;0.896763826666667;3;50;146;3;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872514908241096;test;0.896763826666667;3;50;146;3;25;700;continuous
breast_cancer;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.760579196217494;train;0.859364645;14;36;620;3;9;201;binomial
breast_cancer;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671666666666667;test;0.859364645;14;36;620;3;9;201;binomial
allbp;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97892623518681;train;0.686966186666667;9;25;348;21;25;2641;multinomial
allbp;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973622674478364;test;0.686966186666667;9;25;348;21;25;2641;multinomial
confidence;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
clean2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946368416774245;train;25.73412321;6;91;262;95;104;4619;binomial
clean2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942581079906095;test;25.73412321;6;91;262;95;104;4619;binomial
breast_cancer;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.755378250591017;train;1.56261978;11;9;206;4;9;201;binomial
breast_cancer;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712666666666667;test;1.56261978;11;9;206;4;9;201;binomial
breast;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992905461145025;train;0.89467319;3;160;326;8;10;490;binomial
breast;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979445015416238;test;0.89467319;3;160;326;8;10;490;binomial
pima;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887865389339229;train;0.987096453333333;3;160;326;4;8;538;binomial
pima;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.803734507501631;test;0.987096453333333;3;160;326;4;8;538;binomial
cars;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872961254218463;train;1.81528935666667;10;6;128;6;6;275;multinomial
cars;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.767257516339869;test;1.81528935666667;10;6;128;6;6;275;multinomial
621_fri_c0_100_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487015018290601;train;1.96132385668333;17;264;562;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.659041536149723;test;1.96132385668333;17;264;562;10;10;70;continuous
spambase;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963560261535225;train;4.745307805;5;55;220;54;55;3221;binomial
spambase;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959110043408248;test;4.745307805;5;55;220;54;55;3221;binomial
588_fri_c4_1000_100;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184769100512113;train;8.31344308333333;20;428;898;4;100;700;continuous
588_fri_c4_1000_100;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261632118996455;test;8.31344308333333;20;428;898;4;100;700;continuous
collins;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.12730598833333;3;144;294;20;20;340;multinomial
collins;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.12730598833333;3;144;294;20;20;340;multinomial
analcatdata_lawsuit;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998823529411765;train;0.144427093333333;3;4;30;4;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986666666666667;test;0.144427093333333;3;4;30;4;4;185;binomial
movement_libras;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979243834249673;train;0.479175891666667;3;23;136;9;23;252;multinomial
movement_libras;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922955959279656;test;0.479175891666667;3;23;136;9;23;252;multinomial
706_sleuth_case1202;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.542523063397339;train;0.690054745;3;160;326;1;6;66;continuous
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557_analcatdata_apnea1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.218870573683585;train;0.148993356666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.405932703216836;test;0.148993356666667;3;6;48;3;3;333;continuous
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analcatdata_creditscore;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125190857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.168226378333333;3;6;46;6;6;70;binomial
movement_libras;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126115023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998395840792457;train;1.47597428;3;160;326;21;22;252;multinomial
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cloud;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.540518707482993;test;1.37298332833333;6;220;452;1;7;76;multinomial
1201_BNG_breastTumor;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914383726444823;train;15.7596651316667;11;272;566;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91639407488705;test;15.7596651316667;11;272;566;9;9;81648;continuous
564_fried;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482288321914655;train;4.75449759833333;6;220;452;6;10;28538;continuous
564_fried;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485584380596262;test;4.75449759833333;6;220;452;6;10;28538;continuous
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mfeat_zernike;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981455984101769;test;4.87056258666667;5;200;410;31;32;1400;multinomial
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656_fri_c1_100_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309710123847249;train;1.85696418833333;9;280;578;4;5;70;continuous
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pima;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125184415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826139418377322;train;0.138323531666667;3;32;158;8;8;538;binomial
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695_chatfield_4;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292136536231274;train;0.500710826666667;3;160;326;8;9;165;continuous
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678_visualizing_environmental;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.728787051226778;train;0.144796916666667;3;6;48;2;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806320765968083;test;0.144796916666667;3;6;48;2;3;78;continuous
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buggyCrx;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940162184497779;train;0.532822813333333;8;52;376;4;13;483;binomial
buggyCrx;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857583774250441;test;0.532822813333333;8;52;376;4;13;483;binomial
628_fri_c3_1000_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842644855709695;train;2.877371725;20;320;680;3;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886286656727734;test;2.877371725;20;320;680;3;5;700;continuous
623_fri_c4_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819063659575873;train;0.771887466666667;13;50;586;4;10;700;continuous
623_fri_c4_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83010711232422;test;0.771887466666667;13;50;586;4;10;700;continuous
687_sleuth_ex1605;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.603131427015033;train;0.287159408333333;7;25;310;4;5;44;continuous
687_sleuth_ex1605;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.698807544184075;test;0.287159408333333;7;25;310;4;5;44;continuous
credit_g;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917499117459045;train;1.03116074333333;3;160;326;20;20;700;binomial
credit_g;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78379878962856;test;1.03116074333333;3;160;326;20;20;700;binomial
695_chatfield_4;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35522148986003;train;0.546059926666667;3;160;326;5;7;165;continuous
695_chatfield_4;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377772482123814;test;0.546059926666667;3;160;326;5;7;165;continuous
584_fri_c4_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815034279310064;train;0.615385456666667;3;49;150;5;25;350;continuous
584_fri_c4_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807823313160146;test;0.615385456666667;3;49;150;5;25;350;continuous
596_fri_c2_250_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777124876397379;train;1.52393199666667;6;220;452;5;5;175;continuous
596_fri_c2_250_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860556565559593;test;1.52393199666667;6;220;452;5;5;175;continuous
654_fri_c0_500_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34223873964701;train;0.763866315;3;160;326;5;10;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508565652176321;test;0.763866315;3;160;326;5;10;350;continuous
sonar;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125141610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915352852852853;train;0.366400293333333;5;120;258;18;59;146;binomial
sonar;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125141610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.815135135135135;test;0.366400293333333;5;120;258;18;59;146;binomial
573_cpu_act;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.120664214897976;train;12.9282906633333;6;220;452;15;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167196766421883;test;12.9282906633333;6;220;452;15;17;5735;continuous
227_cpu_small;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125152526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315578416187171;train;1.05859718666667;18;60;806;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125152526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.297122680251173;test;1.05859718666667;18;60;806;3;12;5735;continuous
twonorm;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125153148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997897137745975;train;0.27365559;3;59;166;20;20;5180;binomial
twonorm;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125153148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997931903792944;test;0.27365559;3;59;166;20;20;5180;binomial
595_fri_c0_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485929300391235;train;0.888927933333333;5;20;212;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511443554782551;test;0.888927933333333;5;20;212;6;10;700;continuous
new_thyroid;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998955497337374;train;0.250643613333333;3;5;36;4;5;151;multinomial
new_thyroid;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997537431048069;test;0.250643613333333;3;5;36;4;5;151;multinomial
spambase;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827903368794326;train;5.143214245;7;49;304;15;54;3221;binomial
spambase;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807707615043625;test;5.143214245;7;49;304;15;54;3221;binomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847350230414747;train;0.55315546;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;test;0.55315546;3;160;326;3;3;59;binomial
597_fri_c2_500_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213288152909181;train;0.857121376666667;3;160;326;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333672343382984;test;0.857121376666667;3;160;326;5;5;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257892003914387;train;0.659579603333333;3;160;326;5;10;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378717085573464;test;0.659579603333333;3;160;326;5;10;350;continuous
658_fri_c3_250_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8361355052938;train;0.93085412;3;48;150;13;24;175;continuous
658_fri_c3_250_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826912333739962;test;0.93085412;3;48;150;13;24;175;continuous
505_tecator;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0655346132143816;train;1.05460290666667;7;208;430;10;16;168;continuous
505_tecator;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0682902814846575;test;1.05460290666667;7;208;430;10;16;168;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.386498272835633;train;0.961711703333333;13;125;606;21;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778581431094835;test;0.961711703333333;13;125;606;21;25;70;continuous
allbp;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997136798331732;train;2.914021475;3;160;326;10;25;2641;multinomial
allbp;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992593020865454;test;2.914021475;3;160;326;10;25;2641;multinomial
690_visualizing_galaxy;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125105126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0927152459273059;train;0.934294943333333;5;200;410;3;3;227;continuous
690_visualizing_galaxy;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125105126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.139240572226533;test;0.934294943333333;5;200;410;3;3;227;continuous
collins;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.829176515;7;240;494;1;20;340;multinomial
collins;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;2.829176515;7;240;494;1;20;340;multinomial
clean2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973449331003536;train;15.53037246835;3;56;136;104;105;4619;binomial
clean2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959559675970205;test;15.53037246835;3;56;136;104;105;4619;binomial
segmentation;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998025093074207;train;0.815700311666667;13;14;344;13;14;1617;multinomial
segmentation;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997596340989289;test;0.815700311666667;13;14;344;13;14;1617;multinomial
mfeat_morphological;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960074823972419;train;1.24865766833333;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944163452298538;test;1.24865766833333;3;160;326;3;3;1400;multinomial
620_fri_c1_1000_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831709780535825;train;0.70177783;3;50;146;7;25;700;continuous
620_fri_c1_1000_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863320777415538;test;0.70177783;3;50;146;7;25;700;continuous
twonorm;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999498502065623;train;4.464110005;3;160;326;20;20;5180;binomial
twonorm;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997261316954266;test;4.464110005;3;160;326;20;20;5180;binomial
651_fri_c0_100_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53729000822076;train;1.39050933833333;8;50;360;20;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.648295515581066;test;1.39050933833333;8;50;360;20;25;70;continuous
218_house_8L;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35483928350733;train;33.0507408783333;7;240;494;8;8;15949;continuous
218_house_8L;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361645833559831;test;33.0507408783333;7;240;494;8;8;15949;continuous
vowel;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124201112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965662932696107;train;19.7386521233333;10;13;252;10;13;693;multinomial
vowel;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124201112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965032429350927;test;19.7386521233333;10;13;252;10;13;693;multinomial
542_pollution;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.614911913907515;train;1.07952322;12;20;430;10;10;42;continuous
542_pollution;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.664186726479704;test;1.07952322;12;20;430;10;10;42;continuous
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125125306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997333333333333;train;1.10947904166667;5;200;410;6;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125125306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804347826086957;test;1.10947904166667;5;200;410;6;6;65;binomial
saheart;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831246099438319;train;0.80109067;3;160;326;9;9;324;binomial
saheart;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747670250896057;test;0.80109067;3;160;326;9;9;324;binomial
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710622430233556;train;1.97637802666667;8;18;304;9;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710934195526413;test;1.97637802666667;8;18;304;9;9;12248;continuous
dis;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91849710982659;train;5.59555877333333;11;320;662;1;25;2641;binomial
dis;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893394399761692;test;5.59555877333333;11;320;662;1;25;2641;binomial
643_fri_c2_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247248216972563;train;2.39450962333333;11;318;658;22;25;350;continuous
643_fri_c2_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476400119350724;test;2.39450962333333;11;318;658;22;25;350;continuous
678_visualizing_environmental;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.716928870925235;train;0.0739038916666667;3;6;48;3;3;78;continuous
678_visualizing_environmental;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.740497409080566;test;0.0739038916666667;3;6;48;3;3;78;continuous
197_cpu_act;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.185964800331273;train;0.190688373333333;3;82;176;17;17;5735;continuous
197_cpu_act;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.185958386777764;test;0.190688373333333;3;82;176;17;17;5735;continuous
598_fri_c0_1000_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505339448034466;train;2.115566755;8;50;356;6;25;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.525909460796195;test;2.115566755;8;50;356;6;25;700;continuous
583_fri_c1_1000_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816973390536543;train;1.10926981666667;5;95;234;18;50;700;continuous
583_fri_c1_1000_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841762519814532;test;1.10926981666667;5;95;234;18;50;700;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838281938755145;train;1.908512735;8;260;536;5;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86069116882093;test;1.908512735;8;260;536;5;24;175;continuous
appendicitis;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868661257606491;train;0.204960588333333;6;4;52;1;4;75;binomial
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1089_USCrime;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254083367343002;train;1.14140499666667;7;240;494;5;7;33;continuous
1089_USCrime;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.543852456589652;test;1.14140499666667;7;240;494;5;7;33;continuous
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602_fri_c3_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814356355433721;train;0.304229908333333;7;45;334;6;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830448824258611;test;0.304229908333333;7;45;334;6;9;175;continuous
228_elusage;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.425365516449972;train;0.0676860349833333;5;5;60;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336357233020022;test;0.0676860349833333;5;5;60;1;1;39;continuous
allbp;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964882212734446;train;1.34089835666667;15;25;636;6;25;2641;multinomial
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666_rmftsa_ladata;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.521152100141833;train;0.945761546666667;13;50;586;6;10;356;continuous
666_rmftsa_ladata;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656538268512555;test;0.945761546666667;13;50;586;6;10;356;continuous
clean1;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.682443748333333;3;34;74;2;92;334;binomial
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letter;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99372007384583;train;27.267110145;11;288;598;15;16;14000;multinomial
letter;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991103926075073;test;27.267110145;11;288;598;15;16;14000;multinomial
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687_sleuth_ex1605;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.763939952986211;train;0.562191791666667;3;160;326;1;5;44;continuous
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591_fri_c1_100_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.676307252938805;train;0.816199818333333;13;50;596;9;10;70;continuous
591_fri_c1_100_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.25969645761229;test;0.816199818333333;13;50;596;9;10;70;continuous
biomed;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978553921568627;train;0.449407341666667;9;32;410;5;8;147;binomial
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595_fri_c0_1000_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487013642461836;train;1.71704608498333;8;20;330;10;10;700;continuous
595_fri_c0_1000_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515540845704025;test;1.71704608498333;8;20;330;10;10;700;continuous
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saheart;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779749657064472;train;0.888521005;9;9;166;4;9;324;binomial
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australian;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931578947368421;test;0.69262496;10;52;460;5;13;483;binomial
1096_FacultySalaries;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365859573734083;train;0.93978873;6;220;452;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.480014379070412;test;0.93978873;6;220;452;1;2;35;continuous
1196_BNG_pharynx;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.654802968358361;train;42.0671398416667;1;120;242;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.655785847416414;test;42.0671398416667;1;120;242;10;10;700000;continuous
analcatdata_authorship;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124201110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999936330034116;train;0.930352526666667;3;160;326;70;70;589;multinomial
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1201_BNG_breastTumor;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.897574448348555;train;36.793654205;0;100;200;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.900053459404885;test;36.793654205;0;100;200;9;9;81648;continuous
659_sleuth_ex1714;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.391197799695524;train;0.06472169;5;5;60;1;1;33;continuous
659_sleuth_ex1714;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.343300546202846;test;0.06472169;5;5;60;1;1;33;continuous
505_tecator;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.138755092570816;train;0.515698236666667;3;38;150;19;19;168;continuous
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574_house_16H;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323368128016322;train;30.7574484016667;14;380;788;15;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392112234983228;test;30.7574484016667;14;380;788;15;15;15949;continuous
678_visualizing_environmental;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.749319000910677;train;1.87498762833333;10;300;620;1;3;78;continuous
678_visualizing_environmental;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.875646823989578;test;1.87498762833333;10;300;620;1;3;78;continuous
579_fri_c0_250_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506323400691535;train;0.184810126666667;3;10;72;5;5;175;continuous
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1191_BNG_pbc;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.769828947149193;train;289.99158102665;0;100;200;10;18;700000;continuous
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643_fri_c2_500_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876769344578895;train;0.842054965;3;50;150;20;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875078236815927;test;0.842054965;3;50;150;20;25;350;continuous
phoneme;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796841489569117;train;0.969031176666667;3;160;326;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.789952921628358;test;0.969031176666667;3;160;326;5;5;3783;binomial
1196_BNG_pharynx;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661117318656709;train;35.6987594716667;4;20;176;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661747578635794;test;35.6987594716667;4;20;176;10;10;700000;continuous
vowel;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957751172470787;train;3.15618731333333;7;224;462;8;13;693;multinomial
vowel;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947055164598097;test;3.15618731333333;7;224;462;8;13;693;multinomial
519_vinnie;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481475377197934;train;0.299878038333333;5;4;48;1;2;266;continuous
519_vinnie;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45756765290476;test;0.299878038333333;5;4;48;1;2;266;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792588905058953;train;0.715558101666667;3;50;146;17;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84753607170459;test;0.715558101666667;3;50;146;17;25;700;continuous
mfeat_fourier;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968025739920739;train;3.50031178666667;5;200;410;24;76;1400;multinomial
mfeat_fourier;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959310945363678;test;3.50031178666667;5;200;410;24;76;1400;multinomial
604_fri_c4_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824965379762784;train;0.655006901666667;3;20;132;8;10;350;continuous
604_fri_c4_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833416193708235;test;0.655006901666667;3;20;132;8;10;350;continuous
218_house_8L;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450777489614006;train;2.30374659333333;3;16;106;8;8;15949;continuous
218_house_8L;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434187781162397;test;2.30374659333333;3;16;106;8;8;15949;continuous
542_pollution;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.594084561107411;train;0.356504793333333;6;49;292;5;10;42;continuous
542_pollution;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601148372678826;test;0.356504793333333;6;49;292;5;10;42;continuous
crx;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936035343834038;train;1.33858193833333;6;220;452;14;14;483;binomial
crx;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941115895899644;test;1.33858193833333;6;220;452;14;14;483;binomial
564_fried;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321816309240662;train;37.0655460183333;3;160;326;6;10;28538;continuous
564_fried;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332094788717319;test;37.0655460183333;3;160;326;6;10;28538;continuous
yeast;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872162173685437;train;0.229433428333333;7;8;120;5;8;1036;multinomial
yeast;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867705768571476;test;0.229433428333333;7;8;120;5;8;1036;multinomial
wdbc;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989795918367347;train;0.60450869;3;22;122;22;22;399;binomial
wdbc;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97025641025641;test;0.60450869;3;22;122;22;22;399;binomial
ionosphere;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970721505751133;train;5.44654123166667;10;32;412;32;32;246;binomial
ionosphere;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932432432432432;test;5.44654123166667;10;32;412;32;32;246;binomial
ann_thyroid;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996533858501354;train;15.3302064283333;3;20;116;5;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997707210821965;test;15.3302064283333;3;20;116;5;20;5040;multinomial
mfeat_zernike;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989463740300995;train;2.495097;3;160;326;28;32;1400;multinomial
mfeat_zernike;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972561602677029;test;2.495097;3;160;326;28;32;1400;multinomial
579_fri_c0_250_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.470193804566478;train;0.118156896666667;3;25;156;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605827572452551;test;0.118156896666667;3;25;156;5;5;175;continuous
1030_ERA;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.744432533392441;train;0.367862295;9;20;334;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793518863651477;test;0.367862295;9;20;334;4;4;700;continuous
mnist;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993016603850807;train;124.5828187;0;100;200;591;592;49000;multinomial
mnist;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991856130597457;test;124.5828187;0;100;200;591;592;49000;multinomial
603_fri_c0_250_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459876350474645;train;1.269985085;6;220;452;23;50;175;continuous
603_fri_c0_250_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490690442740694;test;1.269985085;6;220;452;23;50;175;continuous
582_fri_c1_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806059677872995;train;0.498298645;3;48;150;3;25;350;continuous
582_fri_c1_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874794938015672;test;0.498298645;3;48;150;3;25;350;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818892707628408;train;0.890334281666667;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827507618528678;test;0.890334281666667;3;160;326;10;10;700;continuous
nikuradse_1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.175919347167617;train;0.138779225016667;6;10;140;2;2;254;continuous
nikuradse_1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.220432460674529;test;0.138779225016667;6;10;140;2;2;254;continuous
mfeat_fourier;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982368864404686;train;1.08113319165;7;74;306;27;76;1400;multinomial
mfeat_fourier;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968315393643705;test;1.08113319165;7;74;306;27;76;1400;multinomial
lupus;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880718954248366;train;0.0827200866666667;5;8;96;1;2;61;binomial
lupus;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8125;test;0.0827200866666667;5;8;96;1;2;61;binomial
heart_h;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912211819188563;train;0.568047305;3;160;326;7;12;206;binomial
heart_h;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897720631209819;test;0.568047305;3;160;326;7;12;206;binomial
556_analcatdata_apnea2;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.223638339193161;train;0.0835027166666667;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566012890355346;test;0.0835027166666667;3;15;120;0;3;333;continuous
608_fri_c3_1000_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156745008575243;train;3.66523677833333;7;240;494;8;10;700;continuous
608_fri_c3_1000_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265676486375481;test;3.66523677833333;7;240;494;8;10;700;continuous
663_rabe_266;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.126629780617194;train;0.049905545;3;10;80;2;2;84;continuous
663_rabe_266;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0953157637311952;test;0.049905545;3;10;80;2;2;84;continuous
dis;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986039205830611;train;6.47459755;18;422;880;2;25;2641;binomial
dis;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930592791182604;test;6.47459755;18;422;880;2;25;2641;binomial
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666_rmftsa_ladata;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.689572373173383;test;5.11376980666667;20;20;790;9;10;356;continuous
588_fri_c4_1000_100;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124155405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150610697329361;train;5.41476110831667;13;360;746;6;99;700;continuous
588_fri_c4_1000_100;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124155405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263771949857136;test;5.41476110831667;13;360;746;6;99;700;continuous
lupus;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124175636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836711711711712;train;2.22648811;18;331;698;2;2;61;binomial
lupus;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124175636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.703030303030303;test;2.22648811;18;331;698;2;2;61;binomial
agaricus_lepiota;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99927353538223;train;3.11918759333333;3;20;70;10;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999422080029177;test;3.11918759333333;3;20;70;10;20;5702;binomial
vehicle;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979583223687813;train;1.10483120666667;3;160;326;13;13;593;multinomial
vehicle;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933140551913197;test;1.10483120666667;3;160;326;13;13;593;multinomial
letter;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124155517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978378677781163;train;62.90238315;1;16;42;15;16;14000;multinomial
letter;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124155517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978605001643191;test;62.90238315;1;16;42;15;16;14000;multinomial
buggyCrx;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935761726857617;train;1.30208988666667;8;14;224;7;14;483;binomial
buggyCrx;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887270817417876;test;1.30208988666667;8;14;224;7;14;483;binomial
diabetes;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835368326199595;train;0.627053696666667;13;32;560;8;8;538;binomial
diabetes;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859096774193548;test;0.627053696666667;13;32;560;8;8;538;binomial
603_fri_c0_250_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.542205924367208;train;3.11217180666667;9;100;402;38;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.432710652432463;test;3.11217180666667;9;100;402;38;50;175;continuous
shuttle;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950161627038663;train;2.99487670666667;11;8;182;7;8;40600;multinomial
shuttle;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935653789773158;test;2.99487670666667;11;8;182;7;8;40600;multinomial
Hill_Valley_with_noise;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.538444244604317;train;1.88011312666667;10;300;620;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.524432889375418;test;1.88011312666667;10;300;620;1;1;849;binomial
spectf;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124184909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999176548089592;train;0.87805698;3;160;326;44;44;245;binomial
spectf;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124184909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953155818540434;test;0.87805698;3;160;326;44;44;245;binomial
201_pol;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439478270745874;train;3.96153284666667;8;244;504;25;25;10500;continuous
201_pol;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457952071324812;test;3.96153284666667;8;244;504;25;25;10500;continuous
collins;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124202453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998773377006136;train;2.024633605;5;200;410;1;20;340;multinomial
collins;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124202453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995897435897436;test;2.024633605;5;200;410;1;20;340;multinomial
diabetes;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820598506743738;train;1.07720549831667;10;8;168;6;8;538;binomial
diabetes;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838431305536569;test;1.07720549831667;10;8;168;6;8;538;binomial
cleveland;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789463888888889;train;0.429100236666667;12;13;314;7;13;213;multinomial
cleveland;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.664471343873518;test;0.429100236666667;12;13;314;7;13;213;multinomial
glass;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125191713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872980239203706;train;2.90274454833333;13;9;234;3;9;144;multinomial
glass;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125191713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875648148148148;test;2.90274454833333;13;9;234;3;9;144;multinomial
nikuradse_2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821585222199037;train;0.0412483916666667;3;5;40;0;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.774931503822394;test;0.0412483916666667;3;5;40;0;1;254;continuous
penguins;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99634848262897;train;1.70304565831667;6;220;452;5;7;241;multinomial
penguins;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999593495934959;test;1.70304565831667;6;220;452;5;7;241;multinomial
australian;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979618660404472;train;1.08101431833333;5;200;410;13;14;483;binomial
australian;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905566971791519;test;1.08101431833333;5;200;410;13;14;483;binomial
spectf;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88949938949939;train;7.16737076833333;10;44;432;31;44;245;binomial
spectf;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911892361111111;test;7.16737076833333;10;44;432;31;44;245;binomial
505_tecator;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0535315530483374;train;0.674850351666667;3;160;326;5;18;168;continuous
505_tecator;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.118655142461008;test;0.674850351666667;3;160;326;5;18;168;continuous
201_pol;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231501232511106;train;4.50564721166667;3;160;326;5;26;10500;continuous
201_pol;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242471000354361;test;4.50564721166667;3;160;326;5;26;10500;continuous
cleve;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125100839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967750628817823;train;2.67418386665;13;360;746;11;13;213;binomial
cleve;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125100839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899209486166008;test;2.67418386665;13;360;746;11;13;213;binomial
vehicle;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895273501125447;train;2.699628015;12;292;608;13;13;593;multinomial
vehicle;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872787582787583;test;2.699628015;12;292;608;13;13;593;multinomial
624_fri_c0_100_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524760428450288;train;0.190634948333333;3;10;76;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53976825791063;test;0.190634948333333;3;10;76;5;5;70;continuous
iris;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9953125;train;0.0287398816666667;3;3;24;1;3;105;multinomial
iris;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985185185185185;test;0.0287398816666667;3;3;24;1;3;105;multinomial
biomed;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988338192419825;train;0.661657603333333;3;160;326;5;8;147;binomial
biomed;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980769230769231;test;0.661657603333333;3;160;326;5;8;147;binomial
647_fri_c1_250_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124192124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194704529894455;train;2.72532038333333;20;390;820;5;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124192124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.37025802620352;test;2.72532038333333;20;390;820;5;10;175;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.896442702993408;train;34.7963121433333;0;100;200;5;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.896299555301728;test;34.7963121433333;0;100;200;5;9;81648;continuous
glass;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998767809010397;train;0.6864709;3;160;326;9;9;144;multinomial
glass;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923020802523908;test;0.6864709;3;160;326;9;9;144;multinomial
1089_USCrime;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418133835575006;train;0.611282646666667;3;160;326;1;2;33;continuous
1089_USCrime;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485620649335033;test;0.611282646666667;3;160;326;1;2;33;continuous
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687_sleuth_ex1605;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.720122015544008;test;0.338315088333333;11;10;232;5;5;44;continuous
movement_libras;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998979802447295;train;1.43718366;14;22;536;16;22;252;multinomial
movement_libras;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948210779441647;test;1.43718366;14;22;536;16;22;252;multinomial
666_rmftsa_ladata;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510504878590676;train;0.166973651666667;3;50;166;5;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.63241239161132;test;0.166973651666667;3;50;166;5;10;356;continuous
agaricus_lepiota;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125133356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.392029458333333;3;48;102;20;20;5702;binomial
agaricus_lepiota;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125133356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.392029458333333;3;48;102;20;20;5702;binomial
prnn_crabs;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996723996723997;train;0.119794990016667;3;3;24;3;3;140;binomial
prnn_crabs;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.119794990016667;3;3;24;3;3;140;binomial
596_fri_c2_250_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797580011311262;train;0.956688393316667;3;160;326;5;5;175;continuous
596_fri_c2_250_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841169724705404;test;0.956688393316667;3;160;326;5;5;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.73629163365008;train;1.17666791333333;5;200;410;16;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880757982992183;test;1.17666791333333;5;200;410;16;50;175;continuous
biomed;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975101214574899;train;2.76969142;20;475;996;4;8;147;binomial
biomed;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930880713489409;test;2.76969142;20;475;996;4;8;147;binomial
649_fri_c0_500_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124192314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208648096916353;train;1.28384015333333;9;270;558;5;5;350;continuous
649_fri_c0_500_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124192314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385018094438499;test;1.28384015333333;9;270;558;5;5;350;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917287710217981;train;0.84079055;6;45;292;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917454055238856;test;0.84079055;6;45;292;9;9;81648;continuous
547_no2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.625302776915896;train;1.041549405;7;14;186;7;7;350;continuous
547_no2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.65398177722512;test;1.041549405;7;14;186;7;7;350;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328587269391078;train;1.44089369666667;7;240;494;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491386656042481;test;1.44089369666667;7;240;494;5;5;70;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.569252922165748;train;1.10118222333333;5;200;410;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466522119064898;test;1.10118222333333;5;200;410;2;2;156;continuous
australian;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124172318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954713973874779;train;0.863421608333333;3;160;326;13;13;483;binomial
australian;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124172318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926495726495727;test;0.863421608333333;3;160;326;13;13;483;binomial
663_rabe_266;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.128050156304656;train;0.782450861666667;5;200;410;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168125145246326;test;0.782450861666667;5;200;410;2;2;84;continuous
allhyper;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98679974115244;train;24.576378515;6;25;230;20;25;2640;multinomial
allhyper;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94375683587467;test;24.576378515;6;25;230;20;25;2640;multinomial
allhypo;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833873655174221;train;12.1668201583333;7;24;274;24;24;2639;multinomial
allhypo;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828773199263113;test;12.1668201583333;7;24;274;24;24;2639;multinomial
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399907429946538;train;0.509938941666667;5;130;270;41;70;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.384365273981552;test;0.509938941666667;5;130;270;41;70;742;continuous
clean1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125205837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.44067254;3;112;230;1;96;334;binomial
clean1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125205837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.44067254;3;112;230;1;96;334;binomial
218_house_8L;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438165952090373;train;4.20003483833333;20;292;624;8;8;15949;continuous
218_house_8L;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439665706166421;test;4.20003483833333;20;292;624;8;8;15949;continuous
659_sleuth_ex1714;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422946403768917;train;0.57172534835;3;160;326;1;1;33;continuous
659_sleuth_ex1714;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45776900013725;test;0.57172534835;3;160;326;1;1;33;continuous
agaricus_lepiota;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.45694313333333;3;160;326;20;20;5702;binomial
agaricus_lepiota;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.45694313333333;3;160;326;20;20;5702;binomial
687_sleuth_ex1605;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49647024794682;train;3.04030438333333;20;496;1032;5;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677470557261519;test;3.04030438333333;20;496;1032;5;5;44;continuous
624_fri_c0_100_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472077904862073;train;0.895541558333333;3;160;326;5;5;70;continuous
624_fri_c0_100_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.561059911892569;test;0.895541558333333;3;160;326;5;5;70;continuous
665_sleuth_case2002;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.747155027698656;train;2.50731864333333;12;340;704;5;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.636207677706116;test;2.50731864333333;12;340;704;5;6;103;continuous
analcatdata_asbestos;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858294930875576;train;0.748469295;5;184;378;2;3;59;binomial
analcatdata_asbestos;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874074074074074;test;0.748469295;5;184;378;2;3;59;binomial
allhypo;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96436895805968;train;1.96568482666667;3;160;326;2;25;2639;multinomial
allhypo;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948535453743787;test;1.96568482666667;3;160;326;2;25;2639;multinomial
cloud;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550076947775158;train;0.14455364;3;7;50;1;7;76;multinomial
cloud;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.298324514991182;test;0.14455364;3;7;50;1;7;76;multinomial
collins;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998259999528116;train;3.86924305998333;7;240;494;1;20;340;multinomial
collins;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992287342287342;test;3.86924305998333;7;240;494;1;20;340;multinomial
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124184640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804951577801559;train;0.114973056666667;3;50;166;10;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124184640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78554009389049;test;0.114973056666667;3;50;166;10;10;700;continuous
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1096_FacultySalaries;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339897004068021;train;0.07305814;3;10;80;1;2;35;continuous
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ionosphere;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966340621403912;train;3.19056061833333;11;32;408;30;32;246;binomial
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profb;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711469244146075;train;1.33261187833333;6;220;452;4;9;471;binomial
profb;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.625757575757576;test;1.33261187833333;6;220;452;4;9;471;binomial
allhypo;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844039358676993;train;2.98331578166667;9;264;546;17;24;2639;multinomial
allhypo;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831821882888165;test;2.98331578166667;9;264;546;17;24;2639;multinomial
sleep;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126110737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892204852766456;train;32.1350626466667;5;200;410;13;13;74136;multinomial
sleep;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126110737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890555217229526;test;32.1350626466667;5;200;410;13;13;74136;multinomial
yeast;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862168161039083;train;1.80387052166667;3;160;326;8;8;1036;multinomial
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4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.394368184863728;train;1.374431785;5;200;410;36;72;742;continuous
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biomed;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958102766798419;train;1.06247817333333;6;204;420;7;8;147;binomial
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breast_cancer;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.760444020052519;train;0.847906333333333;6;9;116;9;9;201;binomial
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calendarDOW;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.794098087814422;train;2.60318189333333;6;14;162;3;14;280;multinomial
calendarDOW;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.667858163265306;test;2.60318189333333;6;14;162;3;14;280;multinomial
562_cpu_small;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.317542921078898;train;2.26445352498333;5;24;198;3;12;5735;continuous
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prnn_synth;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956470588235294;train;1.537849725;9;280;578;2;2;175;binomial
prnn_synth;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95;test;1.537849725;9;280;578;2;2;175;binomial
624_fri_c0_100_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.549176806059432;train;0.171843366683333;3;10;76;5;5;70;continuous
624_fri_c0_100_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520137517503217;test;0.171843366683333;3;10;76;5;5;70;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.115814717013669;train;0.635234868333333;3;160;326;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.154176817970554;test;0.635234868333333;3;160;326;3;3;333;continuous
glass2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813256658595642;train;0.365200066666667;8;36;368;6;9;115;binomial
glass2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778571428571429;test;0.365200066666667;8;36;368;6;9;115;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928301886792453;train;0.455466765;9;28;416;4;7;68;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.738888888888889;test;0.455466765;9;28;416;4;7;68;binomial
ann_thyroid;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124190847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989237078821045;train;30.8725919883333;6;21;214;3;21;5040;multinomial
ann_thyroid;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124190847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990336398909352;test;30.8725919883333;6;21;214;3;21;5040;multinomial
527_analcatdata_election2000;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.269807767032608;train;0.385796495;10;6;132;3;3;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437431821036024;test;0.385796495;10;6;132;3;3;47;continuous
1096_FacultySalaries;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.959154064009165;train;1.25515051666667;6;220;452;1;2;35;continuous
1096_FacultySalaries;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00836605250872;test;1.25515051666667;6;220;452;1;2;35;continuous
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credit_g;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125155406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.779534734133791;test;2.43312417;11;320;662;12;20;700;binomial
Hill_Valley_without_noise;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.511104138436591;train;0.763857133333333;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.50410589533031;test;0.763857133333333;3;160;326;1;1;849;binomial
687_sleuth_ex1605;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380251468137192;train;0.594187073333333;3;160;326;5;5;44;continuous
687_sleuth_ex1605;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.723661275105087;test;0.594187073333333;3;160;326;5;5;44;continuous
penguins;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.387885498333333;3;7;50;5;7;241;multinomial
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589_fri_c2_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223350043299794;train;2.596303735;5;200;410;5;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298203456515856;test;2.596303735;5;200;410;5;25;700;continuous
mfeat_zernike;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987226888377635;train;4.94110147;10;268;556;29;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976613809604575;test;4.94110147;10;268;556;29;32;1400;multinomial
ecoli;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973509881063937;train;0.799077198333333;7;5;76;4;5;229;multinomial
ecoli;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984395424836601;test;0.799077198333333;7;5;76;4;5;229;multinomial
calendarDOW;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125202833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779982367151289;train;0.235848891666667;6;14;138;1;14;280;multinomial
calendarDOW;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125202833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746625685778561;test;0.235848891666667;6;14;138;1;14;280;multinomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0364140533333333;3;4;32;0;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0364140533333333;3;4;32;0;1;849;binomial
542_pollution;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464522678618131;train;0.502515538333333;8;18;260;9;9;42;continuous
542_pollution;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743867339283803;test;0.502515538333333;8;18;260;9;9;42;continuous
634_fri_c2_100_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818440438810326;train;0.16761968;3;45;176;6;9;70;continuous
634_fri_c2_100_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786869903951638;test;0.16761968;3;45;176;6;9;70;continuous
iris;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992296918767507;train;0.279063145;3;112;230;2;3;105;multinomial
iris;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984027777777778;test;0.279063145;3;112;230;2;3;105;multinomial
658_fri_c3_250_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844519660193114;train;0.842756745;3;160;326;12;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776603949801368;test;0.842756745;3;160;326;12;25;175;continuous
529_pollen;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439903477656557;train;0.10588178;3;20;146;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454491448829286;test;0.10588178;3;20;146;4;4;2694;continuous
horse_colic;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915990047145102;train;2.01879524833333;12;340;704;8;22;258;binomial
horse_colic;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855027548209366;test;2.01879524833333;12;340;704;8;22;258;binomial
627_fri_c2_500_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209269378649016;train;3.65150839166667;14;351;730;8;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338161337804566;test;3.65150839166667;14;351;730;8;10;350;continuous
207_autoPrice;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44451747214257;train;0.906051101666667;11;18;410;2;9;112;continuous
207_autoPrice;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339593289941207;test;0.906051101666667;11;18;410;2;9;112;continuous
analcatdata_japansolvent;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941176470588235;train;0.265729046666667;8;16;276;3;4;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.785714285714286;test;0.265729046666667;8;16;276;3;4;37;binomial
581_fri_c3_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80546118960502;train;2.528798195;10;300;620;8;25;350;continuous
581_fri_c3_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803152945790617;test;2.528798195;10;300;620;8;25;350;continuous
waveform_40;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96860314874276;train;0.810994433333333;9;40;388;27;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973596541954688;test;0.810994433333333;9;40;388;27;40;3500;multinomial
648_fri_c1_250_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242537119597805;train;1.89157601166667;11;320;662;6;50;175;continuous
648_fri_c1_250_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.453045282994233;test;1.89157601166667;11;320;662;6;50;175;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796879112041207;train;1.60397207;6;220;452;7;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.92523085542023;test;1.60397207;6;220;452;7;10;350;continuous
analcatdata_authorship;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.76654211166667;3;62;138;58;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999979192675822;test;3.76654211166667;3;62;138;58;70;589;multinomial
horse_colic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916402970616726;train;0.297167886666667;3;66;174;7;22;258;binomial
horse_colic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850123718628491;test;0.297167886666667;3;66;174;7;22;258;binomial
678_visualizing_environmental;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125100000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748445206675831;train;0.608357616666667;3;160;326;3;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125100000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780076368953887;test;0.608357616666667;3;160;326;3;3;78;continuous
503_wind;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460261938627975;train;1.55993885833333;9;70;428;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458146677968135;test;1.55993885833333;9;70;428;14;14;4602;continuous
hypothyroid;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917131563752462;train;1.82117465833333;20;84;880;16;21;2215;binomial
hypothyroid;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935516628585935;test;1.82117465833333;20;84;880;16;21;2215;binomial
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798117850770837;train;1.55188592833333;8;228;472;14;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82303242293411;test;1.55188592833333;8;228;472;14;25;700;continuous
657_fri_c2_250_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866203732525387;train;1.09041600666667;5;20;210;2;10;175;continuous
657_fri_c2_250_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838040667970429;test;1.09041600666667;5;20;210;2;10;175;continuous
602_fri_c3_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827710583983331;train;1.40186377166667;5;200;410;5;9;175;continuous
602_fri_c3_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831401247259337;test;1.40186377166667;5;200;410;5;9;175;continuous
movement_libras;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999308395872969;train;2.04099759666667;5;200;410;14;22;252;multinomial
movement_libras;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960557130259511;test;2.04099759666667;5;200;410;14;22;252;multinomial
218_house_8L;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449783861364471;train;0.569879465;10;40;460;8;8;15949;continuous
218_house_8L;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431660262559705;test;0.569879465;10;40;460;8;8;15949;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851395707601621;train;0.634166355;11;18;416;3;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.08402332266899;test;0.634166355;11;18;416;3;9;70;continuous
saheart;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837748628257888;train;0.959428293333333;3;160;326;9;9;324;binomial
saheart;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.699463327370304;test;0.959428293333333;3;160;326;9;9;324;binomial
659_sleuth_ex1714;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.335561115469012;train;0.764711533333333;3;160;326;2;2;33;continuous
659_sleuth_ex1714;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.610070114578567;test;0.764711533333333;3;160;326;2;2;33;continuous
allbp;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94889416106498;train;0.977961251666667;11;25;410;1;25;2641;multinomial
allbp;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941969009826153;test;0.977961251666667;11;25;410;1;25;2641;multinomial
ionosphere;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956559078222286;train;2.34230163;20;402;844;26;32;246;binomial
ionosphere;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820747217806041;test;2.34230163;20;402;844;26;32;246;binomial
optdigits;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124180625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999760636956577;train;1.483176255;5;55;222;42;59;3934;multinomial
optdigits;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124180625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99572079190067;test;1.483176255;5;55;222;42;59;3934;multinomial
522_pm10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86488216224849;train;0.282122888333333;5;35;250;7;7;350;continuous
522_pm10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83560572960135;test;0.282122888333333;5;35;250;7;7;350;continuous
cmc;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124211604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731434868597479;train;1.49743710333333;7;208;430;6;9;1032;multinomial
cmc;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124211604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.721954961854556;test;1.49743710333333;7;208;430;6;9;1032;multinomial
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610653883681443;train;2.169467145;3;18;96;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.604033777349955;test;2.169467145;3;18;96;9;9;21773;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838783277620491;train;0.113997798333333;3;25;156;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817343625487446;test;0.113997798333333;3;25;156;5;5;350;continuous
230_machine_cpu;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.122341475498642;train;4.512868875;20;500;1040;5;6;147;continuous
230_machine_cpu;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278731646165414;test;4.512868875;20;500;1040;5;6;147;continuous
197_cpu_act;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.126459143110377;train;25.88354156;11;252;526;14;17;5735;continuous
197_cpu_act;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161423195755091;test;25.88354156;11;252;526;14;17;5735;continuous
churn;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858213550366468;train;5.57321654666667;14;15;372;5;15;3500;binomial
churn;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852617201919528;test;5.57321654666667;14;15;372;5;15;3500;binomial
breast_w;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995336319563494;train;0.927970238333333;3;160;326;8;8;490;binomial
breast_w;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992193836171938;test;0.927970238333333;3;160;326;8;8;490;binomial
654_fri_c0_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519525903169524;train;0.950229051683333;3;160;326;10;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.538836182560505;test;0.950229051683333;3;160;326;10;10;350;continuous
breast_cancer;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.76106295620438;train;0.743633246666667;6;9;114;4;9;201;binomial
breast_cancer;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694568452380952;test;0.743633246666667;6;9;114;4;9;201;binomial
adult;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905515368520541;train;8.41901664833333;9;216;450;10;12;34190;binomial
adult;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903862781012969;test;8.41901664833333;9;216;450;10;12;34190;binomial
ecoli;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998412805301694;train;0.71412142665;3;160;326;5;5;229;multinomial
ecoli;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953937041988513;test;0.71412142665;3;160;326;5;5;229;multinomial
519_vinnie;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471832195555506;train;2.31142421166667;20;500;1040;1;2;266;continuous
519_vinnie;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466564288273336;test;2.31142421166667;20;500;1040;1;2;266;continuous
cleve;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930031016237913;train;0.389963526666667;3;13;84;5;13;213;binomial
cleve;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;0.389963526666667;3;13;84;5;13;213;binomial
colic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899747016087182;train;0.96580736;5;200;410;9;22;258;binomial
colic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839635854341737;test;0.96580736;5;200;410;9;22;258;binomial
allhypo;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825664530509891;train;1.83768535335;18;25;710;10;25;2639;multinomial
allhypo;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826450684089573;test;1.83768535335;18;25;710;10;25;2639;multinomial
556_analcatdata_apnea2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.431109446285115;train;1.696161915;12;276;576;2;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439772893866054;test;1.696161915;12;276;576;2;3;333;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125120237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537656939403768;train;1.54835224166667;6;220;452;3;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125120237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613390374769051;test;1.54835224166667;6;220;452;3;10;356;continuous
192_vineyard;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.648298667013432;train;0.55345966;3;160;326;1;2;37;continuous
192_vineyard;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.670939007076854;test;0.55345966;3;160;326;1;2;37;continuous
texture;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99996016785333;train;0.409104443333333;3;12;78;10;12;3850;multinomial
texture;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998906374178044;test;0.409104443333333;3;12;78;10;12;3850;multinomial
prnn_synth;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939607843137255;train;0.07731048;3;2;16;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918571428571429;test;0.07731048;3;2;16;2;2;175;binomial
650_fri_c0_500_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330045369954129;train;3.80432862666667;11;286;594;28;50;350;continuous
650_fri_c0_500_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.509740316241602;test;3.80432862666667;11;286;594;28;50;350;continuous
647_fri_c1_250_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82833754900752;train;0.923098896666667;3;160;326;5;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863463074961796;test;0.923098896666667;3;160;326;5;10;175;continuous
heart_statlog;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922929792979298;train;0.518658806666667;8;52;384;9;13;189;binomial
heart_statlog;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892857142857143;test;0.518658806666667;8;52;384;9;13;189;binomial
waveform_40;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968982522795532;train;1.100833065;11;40;472;18;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971691094517055;test;1.100833065;11;40;472;18;40;3500;multinomial
210_cloud;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.195942457076882;train;0.533575973333333;10;25;450;4;5;76;continuous
210_cloud;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.296361940896836;test;0.533575973333333;10;25;450;4;5;76;continuous
529_pollen;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.432463821192384;train;1.62237260831667;5;200;410;4;4;2694;continuous
529_pollen;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439086601720843;test;1.62237260831667;5;200;410;4;4;2694;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795593504984942;train;0.859895066666667;3;160;326;5;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.904103156751821;test;0.859895066666667;3;160;326;5;9;175;continuous
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magic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125134118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862889561873192;test;1.032739285;10;36;448;9;9;13314;binomial
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653_fri_c0_250_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.419426238463233;train;0.744935501666667;11;125;522;17;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504952601669709;test;0.744935501666667;11;125;522;17;25;175;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125120341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821495657335729;train;1.24520799833333;3;160;326;10;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125120341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.900676095915289;test;1.24520799833333;3;160;326;10;25;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790126484703246;train;2.05373858;9;280;578;14;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892380047907692;test;2.05373858;9;280;578;14;50;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852017417363351;train;0.914530763333333;5;50;234;20;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.899137210981093;test;0.914530763333333;5;50;234;20;25;350;continuous
texture;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99979847650963;train;0.50444147;3;13;88;10;13;3850;multinomial
texture;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999077869548669;test;0.50444147;3;13;88;10;13;3850;multinomial
613_fri_c3_250_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124184056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77651278091878;train;0.344073628333333;9;25;408;5;5;175;continuous
613_fri_c3_250_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124184056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885038610130006;test;0.344073628333333;9;25;408;5;5;175;continuous
ann_thyroid;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985059589979116;train;0.699081593333333;9;21;322;5;21;5040;multinomial
ann_thyroid;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970373115155827;test;0.699081593333333;9;21;322;5;21;5040;multinomial
225_puma8NH;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125142438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.765228194593128;train;0.729075686666667;3;16;110;2;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125142438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.751944385019471;test;0.729075686666667;3;16;110;2;8;5735;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860303779103381;train;0.961839305;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829682328818784;test;0.961839305;3;160;326;5;100;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794977978941342;train;0.953659693333333;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784814774292227;test;0.953659693333333;3;160;326;5;10;700;continuous
confidence;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926071428571429;train;0.807025255;3;160;326;1;1;51;multinomial
confidence;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918333333333333;test;0.807025255;3;160;326;1;1;51;multinomial
607_fri_c4_1000_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125094735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218229405397025;train;2.04209425;3;160;326;10;50;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125094735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322625513888574;test;2.04209425;3;160;326;10;50;700;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125101750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872884569663128;train;0.209103011666667;3;90;186;9;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125101750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84345660110605;test;0.209103011666667;3;90;186;9;50;350;continuous
mfeat_factors;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999932563013661;train;2.26079473668333;3;160;326;132;132;1400;multinomial
mfeat_factors;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995833908403549;test;2.26079473668333;3;160;326;132;132;1400;multinomial
646_fri_c3_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790808518526845;train;0.252612378333333;6;45;292;4;9;350;continuous
646_fri_c3_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824865369612727;test;0.252612378333333;6;45;292;4;9;350;continuous
228_elusage;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435458476503928;train;0.650818381666667;3;160;326;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.313764063930376;test;0.650818381666667;3;160;326;1;1;39;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802751905304992;train;1.95807922333333;10;268;556;14;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.940132953227435;test;1.95807922333333;10;268;556;14;99;700;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.735696735579566;train;0.86073173;3;160;326;3;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794860220684944;test;0.86073173;3;160;326;3;6;103;continuous
653_fri_c0_250_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468796290069451;train;1.49636276;6;50;276;25;25;175;continuous
653_fri_c0_250_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486277868732547;test;1.49636276;6;50;276;25;25;175;continuous
503_wind;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47268575254458;train;3.95028728166667;7;28;266;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467928902364288;test;3.95028728166667;7;28;266;13;14;4602;continuous
nikuradse_2;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835607207478229;train;0.0317628683333333;3;2;16;0;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796933097457016;test;0.0317628683333333;3;2;16;0;1;254;continuous
prnn_fglass;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913932898941298;train;1.66919375166667;6;220;452;5;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844065217391304;test;1.66919375166667;6;220;452;5;9;144;multinomial
634_fri_c2_100_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329933081746349;train;1.03657837333333;5;200;410;6;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.516383940083474;test;1.03657837333333;5;200;410;6;10;70;continuous
519_vinnie;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491556835885648;train;0.188813435;6;4;56;1;2;266;continuous
519_vinnie;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.441465930824299;test;0.188813435;6;4;56;1;2;266;continuous
australian;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912330986897129;train;0.39076731;6;52;292;2;13;483;binomial
australian;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889451951951952;test;0.39076731;6;52;292;2;13;483;binomial
pima;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833087693441415;train;0.625315484983333;3;160;326;5;8;538;binomial
pima;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820368558382257;test;0.625315484983333;3;160;326;5;8;538;binomial
623_fri_c4_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822390285400618;train;0.323380948333333;7;50;334;6;10;700;continuous
623_fri_c4_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825806771248735;test;0.323380948333333;7;50;334;6;10;700;continuous
pendigits;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997736042759386;train;40.818830505;2;16;70;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997468687982324;test;40.818830505;2;16;70;16;16;7695;multinomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125131325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.51200812755374;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125131325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497692494534855;test;;-Inf;-Inf;;1;1;849;binomial
yeast;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912095185776159;train;3.23875318166667;12;292;608;8;8;1036;multinomial
yeast;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878001919396594;test;3.23875318166667;12;292;608;8;8;1036;multinomial
657_fri_c2_250_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852183340396269;train;0.48226118;3;20;124;1;10;175;continuous
657_fri_c2_250_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869472891442532;test;0.48226118;3;20;124;1;10;175;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.326616483254903;train;0.117253325;5;15;170;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.344136961260231;test;0.117253325;5;15;170;3;3;227;continuous
phoneme;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96648402256271;train;2.08151490666667;3;160;326;5;5;3783;binomial
phoneme;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938353180097849;test;2.08151490666667;3;160;326;5;5;3783;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999607843137255;train;0.10244678;3;4;30;4;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986666666666667;test;0.10244678;3;4;30;4;4;185;binomial
666_rmftsa_ladata;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5223898177588;train;1.18259439333333;6;220;452;3;10;356;continuous
666_rmftsa_ladata;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.608393366388418;test;1.18259439333333;6;220;452;3;10;356;continuous
schizo;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125182133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983236882716049;train;3.10635168666667;16;371;776;6;13;238;multinomial
schizo;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125182133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.507327741702742;test;3.10635168666667;16;371;776;6;13;238;multinomial
waveform_40;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125184056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969430555170057;train;2.46464142666667;5;200;410;38;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125184056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970666173192565;test;2.46464142666667;5;200;410;38;40;3500;multinomial
646_fri_c3_500_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239526870793189;train;0.761601778333333;3;160;326;5;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335825534602867;test;0.761601778333333;3;160;326;5;10;350;continuous
backache;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825943396226415;train;3.63061880666667;12;32;516;16;32;126;binomial
backache;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.485714285714286;test;3.63061880666667;12;32;516;16;32;126;binomial
mfeat_morphological;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917201088174212;train;1.59465588;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916492870035153;test;1.59465588;3;160;326;2;2;1400;multinomial
mfeat_fourier;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977599598701468;train;32.0613439516667;2;46;96;26;76;1400;multinomial
mfeat_fourier;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976139149427873;test;32.0613439516667;2;46;96;26;76;1400;multinomial
207_autoPrice;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.409272361434434;train;0.261389793333333;6;45;302;5;9;112;continuous
207_autoPrice;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479883292317612;test;0.261389793333333;6;45;302;5;9;112;continuous
503_wind;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471661878473811;train;1.335185455;3;160;326;10;14;4602;continuous
503_wind;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473092817950481;test;1.335185455;3;160;326;10;14;4602;continuous
twonorm;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997839445438283;train;1.24069722333333;3;160;326;20;20;5180;binomial
twonorm;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998085306533577;test;1.24069722333333;3;160;326;20;20;5180;binomial
609_fri_c0_1000_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48611993386263;train;0.108993191666667;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488409230041343;test;0.108993191666667;3;25;156;5;5;700;continuous
654_fri_c0_500_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509616755859314;train;1.23681304;6;20;254;10;10;350;continuous
654_fri_c0_500_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.575545930139669;test;1.23681304;6;20;254;10;10;350;continuous
1595_poker;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816477459383054;train;2.44546263333333;3;50;166;9;10;717507;continuous
1595_poker;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814214695153368;test;2.44546263333333;3;50;166;9;10;717507;continuous
602_fri_c3_250_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19178492020921;train;1.79968404333333;9;273;564;4;9;175;continuous
602_fri_c3_250_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39675058860424;test;1.79968404333333;9;273;564;4;9;175;continuous
analcatdata_authorship;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.298503836666667;3;60;138;55;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99973823488511;test;0.298503836666667;3;60;138;55;70;589;multinomial
analcatdata_bankruptcy;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976973684210526;train;0.17405135;6;12;168;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925925925925926;test;0.17405135;6;12;168;2;3;35;binomial
waveform_21;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967309114901256;train;3.18078047333333;9;248;514;18;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962962182186498;test;3.18078047333333;9;248;514;18;21;3500;multinomial
adult;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920578982136355;train;25.0674393166667;10;300;620;10;12;34190;binomial
adult;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903431614812351;test;25.0674393166667;10;300;620;10;12;34190;binomial
diabetes;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841329147844729;train;1.69063447;11;8;178;8;8;538;binomial
diabetes;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842308007540366;test;1.69063447;11;8;178;8;8;538;binomial
603_fri_c0_250_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359883187416307;train;2.71513604166667;13;328;682;32;50;175;continuous
603_fri_c0_250_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.545498235047474;test;2.71513604166667;13;328;682;32;50;175;continuous
192_vineyard;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.615294360745664;train;0.132629523333333;7;10;146;2;2;37;continuous
192_vineyard;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484590027300408;test;0.132629523333333;7;10;146;2;2;37;continuous
582_fri_c1_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812813009673378;train;1.03282865;5;50;234;3;25;350;continuous
582_fri_c1_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855013358923885;test;1.03282865;5;50;234;3;25;350;continuous
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603_fri_c0_250_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125192535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471199882942297;test;1.66450919333333;9;264;546;18;50;175;continuous
nikuradse_1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182708721385322;train;0.09366999;3;10;80;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.213215307635616;test;0.09366999;3;10;80;2;2;254;continuous
movement_libras;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999843054505753;train;1.59432535998333;3;160;326;18;22;252;multinomial
movement_libras;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962334161177699;test;1.59432535998333;3;160;326;18;22;252;multinomial
schizo;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.657324049116502;train;0.554012485;17;13;418;2;13;238;multinomial
schizo;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550333333333333;test;0.554012485;17;13;418;2;13;238;multinomial
spectf;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881475667189953;train;5.49160220833333;9;44;390;17;44;245;binomial
spectf;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921440972222222;test;5.49160220833333;9;44;390;17;44;245;binomial
192_vineyard;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608617370428601;train;0.0351911116666667;3;5;40;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527872723918844;test;0.0351911116666667;3;5;40;1;1;37;continuous
593_fri_c1_1000_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821123540315319;train;1.62906171333333;8;20;326;9;10;700;continuous
593_fri_c1_1000_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828601441391043;test;1.62906171333333;8;20;326;9;10;700;continuous
230_machine_cpu;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149989069213744;train;0.598523465;3;160;326;6;6;147;continuous
230_machine_cpu;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252988257281196;test;0.598523465;3;160;326;6;6;147;continuous
195_auto_price;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.388930303817109;train;2.21322593;10;20;402;3;10;112;continuous
195_auto_price;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.350624944951717;test;2.21322593;10;20;402;3;10;112;continuous
prnn_fglass;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895922704746234;train;0.141890706666667;6;9;118;4;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858333333333333;test;0.141890706666667;6;9;118;4;9;144;multinomial
561_cpu;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.147274093816457;train;1.49594392;14;14;408;5;7;147;continuous
561_cpu;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.161919895378442;test;1.49594392;14;14;408;5;7;147;continuous
mfeat_morphological;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125131222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916347886734774;train;0.726493488333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125131222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916259105688722;test;0.726493488333333;3;2;16;2;2;1400;multinomial
651_fri_c0_100_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477064981858945;train;1.02367379333333;8;50;360;24;25;70;continuous
651_fri_c0_100_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.659373101300254;test;1.02367379333333;8;50;360;24;25;70;continuous
fars;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863860881021246;train;47.3488939216667;0;100;200;5;21;70678;multinomial
fars;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86365172034082;test;47.3488939216667;0;100;200;5;21;70678;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999965808069296;train;0.953006915;3;160;326;70;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99978766712062;test;0.953006915;3;160;326;70;70;589;multinomial
225_puma8NH;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485168787244495;train;4.700790475;9;216;450;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.541934310861132;test;4.700790475;9;216;450;2;8;5735;continuous
tokyo1;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97044534794872;train;0.698237136666667;9;92;418;9;23;672;binomial
tokyo1;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966910542068507;test;0.698237136666667;9;92;418;9;23;672;binomial
603_fri_c0_250_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126092207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5336709219225;train;2.00693674;9;280;578;18;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126092207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523162432728895;test;2.00693674;9;280;578;18;50;175;continuous
1030_ERA;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743181777961697;train;1.26070920833333;6;220;452;4;4;700;continuous
1030_ERA;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79757082491733;test;1.26070920833333;6;220;452;4;4;700;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.701952171053705;train;0.871446403333333;20;227;516;13;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861602864057216;test;0.871446403333333;20;227;516;13;50;175;continuous
analcatdata_cyyoung8092;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863050483351235;train;0.987779383333333;10;204;428;1;7;68;binomial
analcatdata_cyyoung8092;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.658333333333333;test;0.987779383333333;10;204;428;1;7;68;binomial
analcatdata_aids;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.759868421052632;train;2.39343948833333;20;453;948;1;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.638888888888889;test;2.39343948833333;20;453;948;1;3;35;binomial
hungarian;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923735002608242;train;0.679506031683333;3;160;326;10;12;206;binomial
hungarian;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849595687331536;test;0.679506031683333;3;160;326;10;12;206;binomial
mfeat_karhunen;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999245783989999;train;19.429293775;3;60;138;52;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998079016102852;test;19.429293775;3;60;138;52;64;1400;multinomial
547_no2;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124175432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.620609874750327;train;0.648982193333333;3;160;326;7;7;350;continuous
547_no2;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124175432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.675913538436153;test;0.648982193333333;3;160;326;7;7;350;continuous
505_tecator;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0797118975663633;train;1.36864740835;7;240;494;7;18;168;continuous
505_tecator;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.083489003448821;test;1.36864740835;7;240;494;7;18;168;continuous
new_thyroid;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995888237456706;train;1.276508255;6;188;388;2;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.276508255;6;188;388;2;5;151;multinomial
nikuradse_2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783001156819466;train;0.0395806483333333;3;5;40;0;1;254;continuous
nikuradse_2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.901141095722281;test;0.0395806483333333;3;5;40;0;1;254;continuous
706_sleuth_case1202;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415366685605039;train;2.64085285166667;16;420;872;6;6;66;continuous
706_sleuth_case1202;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.706919555931746;test;2.64085285166667;16;420;872;6;6;66;continuous
heart_statlog;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960487694739219;train;0.721075571666667;3;160;326;12;13;189;binomial
heart_statlog;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877346683354193;test;0.721075571666667;3;160;326;12;13;189;binomial
616_fri_c4_500_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848892809522923;train;0.700379621666667;3;160;326;5;49;350;continuous
616_fri_c4_500_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843941950651095;test;0.700379621666667;3;160;326;5;49;350;continuous
584_fri_c4_500_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796391822657392;train;1.04285015333333;5;50;234;3;25;350;continuous
584_fri_c4_500_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824029763903904;test;1.04285015333333;5;50;234;3;25;350;continuous
648_fri_c1_250_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778016053726125;train;1.764389535;8;260;536;12;50;175;continuous
648_fri_c1_250_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848696118906056;test;1.764389535;8;260;536;12;50;175;continuous
prnn_synth;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940653594771242;train;0.11051512;6;8;112;2;2;175;binomial
prnn_synth;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924285714285714;test;0.11051512;6;8;112;2;2;175;binomial
letter;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991711714549783;train;19.4927659616667;11;304;630;12;16;14000;multinomial
letter;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988466214606621;test;19.4927659616667;11;304;630;12;16;14000;multinomial
648_fri_c1_250_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.672454170351128;train;0.697710785;3;160;326;42;50;175;continuous
648_fri_c1_250_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8735827741658;test;0.697710785;3;160;326;42;50;175;continuous
heart_h;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918580698321145;train;2.939122065;16;420;872;4;12;206;binomial
heart_h;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921212121212121;test;2.939122065;16;420;872;4;12;206;binomial
227_cpu_small;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315578416187171;train;0.54806277;11;60;512;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.297122680251173;test;0.54806277;11;60;512;3;12;5735;continuous
582_fri_c1_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795526359861761;train;1.49700763333333;6;204;420;12;25;350;continuous
582_fri_c1_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863478724941188;test;1.49700763333333;6;204;420;12;25;350;continuous
analcatdata_cyyoung9302;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936390532544379;train;0.539938668333333;3;160;326;6;6;65;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;test;0.539938668333333;3;160;326;6;6;65;binomial
prnn_fglass;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125181939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994933574879227;train;1.12037794;5;200;410;9;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125181939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945815972222222;test;1.12037794;5;200;410;9;9;144;multinomial
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524649643547511;train;1.614358335;6;50;272;7;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.546400501562053;test;1.614358335;6;50;272;7;25;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851135494535557;train;2.65245078166667;11;320;662;21;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859268025834194;test;2.65245078166667;11;320;662;21;100;700;continuous
schizo;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.630290624840211;train;0.217146405;8;13;202;2;13;238;multinomial
schizo;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.544149659863946;test;0.217146405;8;13;202;2;13;238;multinomial
hypothyroid;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924005568461934;train;2.031011685;20;80;880;12;20;2215;binomial
hypothyroid;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912107803700724;test;2.031011685;20;80;880;12;20;2215;binomial
690_visualizing_galaxy;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.236172208165195;train;0.928245888333333;6;204;420;3;4;227;continuous
690_visualizing_galaxy;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.257624867304007;test;0.928245888333333;6;204;420;3;4;227;continuous
new_thyroid;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989572096368213;train;0.0806124716666667;6;5;66;2;5;151;multinomial
new_thyroid;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977245862884161;test;0.0806124716666667;6;5;66;2;5;151;multinomial
624_fri_c0_100_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329899241812384;train;1.47291200665;7;240;494;5;5;70;continuous
624_fri_c0_100_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.523870803404039;test;1.47291200665;7;240;494;5;5;70;continuous
603_fri_c0_250_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496549717739122;train;1.22634566;5;200;410;22;50;175;continuous
603_fri_c0_250_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505293821755387;test;1.22634566;5;200;410;22;50;175;continuous
allrep;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898345208168738;train;22.9394720866667;7;24;292;20;24;2641;multinomial
allrep;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844137569645345;test;22.9394720866667;7;24;292;20;24;2641;multinomial
segmentation;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997472213889843;train;11.0834087266667;3;14;94;8;14;1617;multinomial
segmentation;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996802358778445;test;11.0834087266667;3;14;94;8;14;1617;multinomial
labor;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.611468928333333;3;160;326;15;15;40;binomial
labor;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966666666666667;test;0.611468928333333;3;160;326;15;15;40;binomial
663_rabe_266;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.122421989069851;train;0.102382116666667;3;4;32;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.119860054281996;test;0.102382116666667;3;4;32;2;2;84;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.224405095035554;train;0.63976037;7;12;184;6;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.293700755824272;test;0.63976037;7;12;184;6;6;147;continuous
195_auto_price;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.357585837743439;train;0.842034868333333;3;160;326;10;10;112;continuous
195_auto_price;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.309755082876046;test;0.842034868333333;3;160;326;10;10;112;continuous
irish;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124190025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894362939466032;train;0.754190475;3;160;326;2;4;350;binomial
irish;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124190025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784902597402597;test;0.754190475;3;160;326;2;4;350;binomial
churn;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864819756801202;train;0.5143085;7;60;334;12;15;3500;binomial
churn;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861534737351731;test;0.5143085;7;60;334;12;15;3500;binomial
prnn_crabs;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.575587971666667;3;160;326;2;3;140;binomial
prnn_crabs;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988;test;0.575587971666667;3;160;326;2;3;140;binomial
tae;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697822822822823;train;0.489167918333333;7;5;78;5;5;106;multinomial
tae;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813419117647059;test;0.489167918333333;7;5;78;5;5;106;multinomial
analcatdata_japansolvent;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913690476190476;train;0.48660766665;3;160;326;4;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;test;0.48660766665;3;160;326;4;4;37;binomial
647_fri_c1_250_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816399017096629;train;0.213955015;5;50;250;5;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835025724553625;test;0.213955015;5;50;250;5;10;175;continuous
new_thyroid;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0393212033333333;3;5;36;4;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998277347114556;test;0.0393212033333333;3;5;36;4;5;151;multinomial
waveform_40;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974961851589864;train;4.242400205;7;240;494;36;40;3500;multinomial
waveform_40;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965952544484469;test;4.242400205;7;240;494;36;40;3500;multinomial
608_fri_c3_1000_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839909257053149;train;1.39306262165;5;200;410;6;10;700;continuous
608_fri_c3_1000_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838881546378357;test;1.39306262165;5;200;410;6;10;700;continuous
Hill_Valley_without_noise;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.51200812755374;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497692494534855;test;;-Inf;-Inf;;1;1;849;binomial
218_house_8L;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126115253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446621842587656;train;5.32844524666667;20;324;688;8;8;15949;continuous
218_house_8L;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126115253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440337969187408;test;5.32844524666667;20;324;688;8;8;15949;continuous
dis;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985993130602329;train;9.68070572166667;20;479;998;2;25;2641;binomial
dis;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908996127494787;test;9.68070572166667;20;479;998;2;25;2641;binomial
1196_BNG_pharynx;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660974141672548;train;22.6313751083333;3;20;136;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661934190903188;test;22.6313751083333;3;20;136;10;10;700000;continuous
allhyper;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990829570760835;train;6.20626182166667;13;360;746;20;24;2640;multinomial
allhyper;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988184731934732;test;6.20626182166667;13;360;746;20;24;2640;multinomial
analcatdata_boxing1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932992788461539;train;0.68214654;3;160;326;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.730769230769231;test;0.68214654;3;160;326;1;3;84;binomial
saheart;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802683470507545;train;0.92041757;3;160;326;9;9;324;binomial
saheart;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.779964221824687;test;0.92041757;3;160;326;9;9;324;binomial
647_fri_c1_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829501168906315;train;1.427296345;5;200;410;10;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785429530085046;test;1.427296345;5;200;410;10;10;175;continuous
344_mv;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144613647385437;train;6.09883475166667;9;248;514;6;10;28538;continuous
344_mv;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143992641941694;test;6.09883475166667;9;248;514;6;10;28538;continuous
579_fri_c0_250_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124190710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451139830007637;train;0.281547841666667;7;25;324;5;5;175;continuous
579_fri_c0_250_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124190710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.591695353670966;test;0.281547841666667;7;25;324;5;5;175;continuous
537_houses;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580097799222818;train;0.165155113333333;3;30;166;6;6;14448;continuous
537_houses;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.574835122683949;test;0.165155113333333;3;30;166;6;6;14448;continuous
vowel;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971967532314864;train;0.335022548333333;6;13;160;12;13;693;multinomial
vowel;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962715292817807;test;0.335022548333333;6;13;160;12;13;693;multinomial
628_fri_c3_1000_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164628819902918;train;2.36473655833333;16;319;670;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290018823144213;test;2.36473655833333;16;319;670;5;5;700;continuous
prnn_synth;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124200634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98811079174288;train;1.10044474166667;5;200;410;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124200634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932692307692308;test;1.10044474166667;5;200;410;2;2;175;binomial
556_analcatdata_apnea2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.245146123124686;train;0.952354035;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508585394742816;test;0.952354035;3;160;326;0;3;333;continuous
591_fri_c1_100_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.76265444504943;train;1.311354025;8;221;458;4;10;70;continuous
591_fri_c1_100_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.0581518491674;test;1.311354025;8;221;458;4;10;70;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124184626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842609601197519;train;0.175898601666667;5;25;240;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124184626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856487143530181;test;0.175898601666667;5;25;240;5;5;700;continuous
lupus;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825514874141877;train;0.0739719966666667;3;8;64;1;2;61;binomial
lupus;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.0739719966666667;3;8;64;1;2;61;binomial
lupus;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897058823529412;train;0.949427173333333;6;188;388;1;2;61;binomial
lupus;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.6875;test;0.949427173333333;6;188;388;1;2;61;binomial
bupa;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.782605725216916;train;0.697818955;3;160;326;5;5;242;binomial
bupa;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.602212051868802;test;0.697818955;3;160;326;5;5;242;binomial
597_fri_c2_500_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843665767767007;train;0.844060983333333;3;160;326;3;5;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881087072107463;test;0.844060983333333;3;160;326;3;5;350;continuous
credit_g;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806547022736163;train;2.27784593;11;320;662;16;20;700;binomial
credit_g;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.769085558825162;test;2.27784593;11;320;662;16;20;700;binomial
542_pollution;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488031651316125;train;1.52820213165;7;240;494;13;13;42;continuous
542_pollution;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.637442614421649;test;1.52820213165;7;240;494;13;13;42;continuous
653_fri_c0_250_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.429045189954227;train;0.329973138316667;6;124;312;22;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.556332777522965;test;0.329973138316667;6;124;312;22;25;175;continuous
1089_USCrime;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125102444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.340457720658746;train;0.675852126666667;3;160;326;4;6;33;continuous
1089_USCrime;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125102444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45467202523155;test;0.675852126666667;3;160;326;4;6;33;continuous
596_fri_c2_250_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257768856640786;train;0.91699951;5;200;410;4;5;175;continuous
596_fri_c2_250_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481928111704536;test;0.91699951;5;200;410;4;5;175;continuous
643_fri_c2_500_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841229236487941;train;2.62583713333333;10;50;444;25;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.879003302758889;test;2.62583713333333;10;50;444;25;25;350;continuous
appendicitis;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917777777777778;train;0.514968301666667;3;160;326;4;4;75;binomial
appendicitis;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94;test;0.514968301666667;3;160;326;4;4;75;binomial
adult;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905381338377461;train;3.991104625;8;48;376;9;12;34190;binomial
adult;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900978900213365;test;3.991104625;8;48;376;9;12;34190;binomial
coil2000;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124191104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.734035075315551;train;4.74128999166667;3;160;326;10;59;6876;binomial
coil2000;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124191104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767575012714019;test;4.74128999166667;3;160;326;10;59;6876;binomial
analcatdata_boxing1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.676682692307692;train;0.589177006666667;3;160;326;3;3;84;binomial
analcatdata_boxing1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726923076923077;test;0.589177006666667;3;160;326;3;3;84;binomial
1196_BNG_pharynx;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661116647150313;train;13.8524225383333;3;20;130;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661744073632958;test;13.8524225383333;3;20;130;10;10;700000;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125203721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527462485720687;train;0.888960609983333;12;50;544;5;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125203721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.579400425854528;test;0.888960609983333;12;50;544;5;10;356;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833189586218715;train;0.587242335;11;50;502;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866096889136264;test;0.587242335;11;50;502;5;10;700;continuous
294_satellite_image;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.448829430657811;train;2.04844202666667;6;220;452;24;24;4505;continuous
294_satellite_image;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452748852687473;test;2.04844202666667;6;220;452;24;24;4505;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845487907364522;train;0.861194426666667;3;160;326;3;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851548732142958;test;0.861194426666667;3;160;326;3;5;70;continuous
pima;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8407296236435;train;0.455085558333333;7;8;120;7;8;538;binomial
pima;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835131845841785;test;0.455085558333333;7;8;120;7;8;538;binomial
647_fri_c1_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316518518627541;train;1.068681925;5;200;410;4;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410300227802093;test;1.068681925;5;200;410;4;10;175;continuous
analcatdata_germangss;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.813569579145544;train;0.790107261666667;3;160;326;5;5;280;multinomial
analcatdata_germangss;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.692741787346747;test;0.790107261666667;3;160;326;5;5;280;multinomial
ring;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784078454313002;train;0.586179351666667;6;71;292;20;20;5180;binomial
ring;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76322165350239;test;0.586179351666667;6;71;292;20;20;5180;binomial
vowel;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967593240865061;train;3.551115075;7;218;450;9;13;693;multinomial
vowel;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953349986534339;test;3.551115075;7;218;450;9;13;693;multinomial
diabetes;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88069755539499;train;0.740072128333333;3;160;326;5;8;538;binomial
diabetes;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829801777170198;test;0.740072128333333;3;160;326;5;8;538;binomial
penguins;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998489086200518;train;0.102409628333333;6;7;90;3;7;241;multinomial
penguins;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.102409628333333;6;7;90;3;7;241;multinomial
lupus;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126104757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875;train;0.0422725633333333;3;2;16;2;2;61;binomial
lupus;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126104757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793939393939394;test;0.0422725633333333;3;2;16;2;2;61;binomial
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479659755167834;train;1.91030699166667;8;100;360;9;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47980738573818;test;1.91030699166667;8;100;360;9;50;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125125320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195905865729643;train;4.10137591333333;15;352;734;4;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125125320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317203906328812;test;4.10137591333333;15;352;734;4;10;700;continuous
542_pollution;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.601466240996901;train;1.160201935;6;220;452;4;13;42;continuous
542_pollution;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788311101941166;test;1.160201935;6;220;452;4;13;42;continuous
prnn_fglass;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998477801268499;train;1.39635915833333;7;240;494;8;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941269841269841;test;1.39635915833333;7;240;494;8;9;144;multinomial
665_sleuth_case2002;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.563407711453398;train;1.522363645;7;240;494;3;6;103;continuous
665_sleuth_case2002;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.606058755795315;test;1.522363645;7;240;494;3;6;103;continuous
confidence;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988227513227513;train;0.635408138333333;3;160;326;1;1;51;multinomial
confidence;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927777777777778;test;0.635408138333333;3;160;326;1;1;51;multinomial
656_fri_c1_100_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818008258343731;train;0.887674933333333;3;160;326;4;5;70;continuous
656_fri_c1_100_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830121192448707;test;0.887674933333333;3;160;326;4;5;70;continuous
225_puma8NH;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.747260038184376;train;0.337943713333333;8;40;376;3;8;5735;continuous
225_puma8NH;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756817299520956;test;0.337943713333333;8;40;376;3;8;5735;continuous
twonorm;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997877012522361;train;2.45785445333333;3;20;102;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997988719622808;test;2.45785445333333;3;20;102;20;20;5180;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974666666666667;train;3.79468219666667;20;500;1040;7;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967391304347826;test;3.79468219666667;20;500;1040;7;7;65;binomial
buggyCrx;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934317489968175;train;0.641809435;3;160;326;10;13;483;binomial
buggyCrx;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900639801375096;test;0.641809435;3;160;326;10;13;483;binomial
iris;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997668997668998;train;0.692847666666667;3;160;326;3;3;105;multinomial
iris;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.692847666666667;3;160;326;3;3;105;multinomial
mnist;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994947900406443;train;55.2241543816667;0;100;200;515;518;49000;multinomial
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648_fri_c1_250_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252182838236669;train;3.816086495;17;408;850;4;50;175;continuous
648_fri_c1_250_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.500859272611718;test;3.816086495;17;408;850;4;50;175;continuous
mfeat_factors;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998367163669988;train;3.05727593166667;3;160;326;134;134;1400;multinomial
mfeat_factors;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997986058318591;test;3.05727593166667;3;160;326;134;134;1400;multinomial
574_house_16H;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124190045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4839358163793;train;1.64879661333333;20;75;890;15;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124190045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469833651393771;test;1.64879661333333;20;75;890;15;15;15949;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124182715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792304136480016;train;0.124414801666667;3;50;166;5;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124182715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817015712107333;test;0.124414801666667;3;50;166;5;10;700;continuous
pendigits;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997374100191376;train;9.91708926833333;9;232;482;16;16;7695;multinomial
pendigits;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996956302431104;test;9.91708926833333;9;232;482;16;16;7695;multinomial
clean2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972996266368263;train;0.502963875;3;80;166;95;104;4619;binomial
clean2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969320321053585;test;0.502963875;3;80;166;95;104;4619;binomial
mfeat_morphological;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916518368563845;train;0.693553018333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915724675432248;test;0.693553018333333;3;2;16;2;2;1400;multinomial
satimage;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991152375305148;train;3.13323582333333;3;160;326;27;27;4505;multinomial
satimage;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981127241138404;test;3.13323582333333;3;160;326;27;27;4505;multinomial
wine_quality_white;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.552605647632379;train;2.89905746333333;3;160;326;5;11;3429;multinomial
wine_quality_white;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.571221184800292;test;2.89905746333333;3;160;326;5;11;3429;multinomial
4544_GeographicalOriginalofMusic;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367542007348038;train;3.67115767833333;3;160;326;49;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.474409811380793;test;3.67115767833333;3;160;326;49;72;742;continuous
603_fri_c0_250_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.392371089932319;train;0.22725494;3;90;186;50;50;175;continuous
603_fri_c0_250_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.680555994691181;test;0.22725494;3;90;186;50;50;175;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125194816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183985496206434;train;2.30695675;14;376;780;6;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125194816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329831722380999;test;2.30695675;14;376;780;6;10;350;continuous
breast_cancer_wisconsin;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99986502537523;train;1.07799257166667;3;160;326;10;23;399;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990622710622711;test;1.07799257166667;3;160;326;10;23;399;binomial
712_chscase_geyser1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528044212330134;train;0.346428765;9;4;80;1;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.648470825034607;test;0.346428765;9;4;80;1;2;156;continuous
590_fri_c0_1000_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479227817805691;train;0.442188186666667;6;150;312;25;50;700;continuous
590_fri_c0_1000_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483779711412994;test;0.442188186666667;6;150;312;25;50;700;continuous
adult;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898913540068073;train;4.10350009;8;48;376;9;12;34190;binomial
adult;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892426544852135;test;4.10350009;8;48;376;9;12;34190;binomial
666_rmftsa_ladata;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.534426135572191;train;1.69711760833333;20;276;592;2;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.75533938757458;test;1.69711760833333;20;276;592;2;10;356;continuous
letter;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963158153134256;train;32.26629957;1;120;242;12;16;14000;multinomial
letter;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961407756966858;test;32.26629957;1;120;242;12;16;14000;multinomial
credit_g;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97126255831926;train;0.919856585;3;160;326;20;20;700;binomial
credit_g;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.781522402975959;test;0.919856585;3;160;326;20;20;700;binomial
613_fri_c3_250_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796620245232136;train;0.422079928333333;10;8;172;3;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856583369576475;test;0.422079928333333;10;8;172;3;4;175;continuous
spambase;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985138763576009;train;6.46445563;13;360;746;44;54;3221;binomial
spambase;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976297206222414;test;6.46445563;13;360;746;44;54;3221;binomial
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710694712571929;train;1.90290900333333;8;18;302;8;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710982837999017;test;1.90290900333333;8;18;302;8;9;12248;continuous
coil2000;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.702662226589511;train;2.56246811166667;0;5;10;5;59;6876;binomial
coil2000;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.692857142857143;test;2.56246811166667;0;5;10;5;59;6876;binomial
503_wind;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46819332493653;train;1.34860129833333;8;70;386;13;14;4602;continuous
503_wind;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478782061811774;test;1.34860129833333;8;70;386;13;14;4602;continuous
593_fri_c1_1000_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810475859434767;train;0.457096643333333;10;50;460;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847281064628782;test;0.457096643333333;10;50;460;10;10;700;continuous
529_pollen;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418443982080427;train;3.41519815;5;200;410;4;4;2694;continuous
529_pollen;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.487166477093488;test;3.41519815;5;200;410;4;4;2694;continuous
612_fri_c1_1000_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125154609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830593441851133;train;0.152711890016667;5;25;240;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125154609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.895905951132324;test;0.152711890016667;5;25;240;5;5;700;continuous
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mnist;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995515982396602;train;2897.50603435668;0;6;12;653;662;49000;multinomial
mnist;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993424019195638;test;2897.50603435668;0;6;12;653;662;49000;multinomial
651_fri_c0_100_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524784889951126;train;0.45617406;3;50;150;19;25;70;continuous
651_fri_c0_100_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.679625084392329;test;0.45617406;3;50;150;19;25;70;continuous
sonar;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.985213928316667;3;160;326;60;60;146;binomial
sonar;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892094017094017;test;0.985213928316667;3;160;326;60;60;146;binomial
hungarian;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900968173859306;train;0.651460651666667;3;160;326;5;12;206;binomial
hungarian;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886776859504132;test;0.651460651666667;3;160;326;5;12;206;binomial
profb;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666710478424394;train;0.151019215;3;35;146;1;9;471;binomial
profb;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643097643097643;test;0.151019215;3;35;146;1;9;471;binomial
clean2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970023348648038;train;14.5693299333333;3;65;136;100;103;4619;binomial
clean2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970966547728759;test;14.5693299333333;3;65;136;100;103;4619;binomial
611_fri_c3_100_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781752477549703;train;0.106808799983333;3;20;146;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.946124450656626;test;0.106808799983333;3;20;146;4;4;70;continuous
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.384644690495039;train;0.92190894;3;160;326;71;71;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.395811053361517;test;0.92190894;3;160;326;71;71;742;continuous
satimage;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97779778089836;train;35.8136541133333;4;25;146;25;25;4505;multinomial
satimage;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975561185771694;test;35.8136541133333;4;25;146;25;25;4505;multinomial
230_machine_cpu;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.26083680478424;train;0.495935728333333;11;30;502;6;6;147;continuous
230_machine_cpu;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.413324594744018;test;0.495935728333333;11;30;502;6;6;147;continuous
225_puma8NH;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732916404945253;train;2.39107062;9;216;450;4;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.765982026076819;test;2.39107062;9;216;450;4;8;5735;continuous
1595_poker;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816156372788395;train;2.11189156;3;50;166;5;10;717507;continuous
1595_poker;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815120276547875;test;2.11189156;3;50;166;5;10;717507;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468976884962238;train;0.778338953333333;6;20;254;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512280825315242;test;0.778338953333333;6;20;254;10;10;700;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832683268178898;train;1.03547804666667;3;160;326;4;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88098179831809;test;1.03547804666667;3;160;326;4;25;175;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.669412735208797;train;31.9725664266667;1;120;242;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.671840437804382;test;31.9725664266667;1;120;242;10;10;700000;continuous
vowel;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971635583648419;train;2.90033623333333;7;208;430;10;13;693;multinomial
vowel;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9585008901362;test;2.90033623333333;7;208;430;10;13;693;multinomial
ecoli;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97175670995671;train;0.0669901233333333;5;5;56;4;5;229;multinomial
ecoli;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954448281837988;test;0.0669901233333333;5;5;56;4;5;229;multinomial
658_fri_c3_250_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267995495675476;train;1.62909217666667;7;240;494;3;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443888374252796;test;1.62909217666667;7;240;494;3;25;175;continuous
633_fri_c0_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458981129420445;train;0.17969033835;3;90;186;9;25;350;continuous
633_fri_c0_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.585398988844045;test;0.17969033835;3;90;186;9;25;350;continuous
cleve;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777341659232828;train;2.24441503166667;13;13;328;6;13;213;binomial
cleve;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.677140029688273;test;2.24441503166667;13;13;328;6;13;213;binomial
fars;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846546821158526;train;34.713078135;0;5;10;10;21;70678;multinomial
fars;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856621722934405;test;34.713078135;0;5;10;10;21;70678;multinomial
218_house_8L;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44527407874514;train;2.27397024;3;16;110;8;8;15949;continuous
218_house_8L;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445439196524284;test;2.27397024;3;16;110;8;8;15949;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825642395459242;train;1.23914027166667;6;220;452;9;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792423357575566;test;1.23914027166667;6;220;452;9;10;70;continuous
641_fri_c1_500_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815355585688423;train;0.323282846666667;7;50;334;7;10;350;continuous
641_fri_c1_500_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.884694072826085;test;0.323282846666667;7;50;334;7;10;350;continuous
1089_USCrime;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394912174975505;train;0.138161151666667;5;15;156;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.384543183375196;test;0.138161151666667;5;15;156;3;3;33;continuous
saheart;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.845419143267063;train;1.543749785;7;240;494;8;9;324;binomial
saheart;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795071662056827;test;1.543749785;7;240;494;8;9;324;binomial
593_fri_c1_1000_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814027697941122;train;1.248781375;6;20;252;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844881481819932;test;1.248781375;6;20;252;10;10;700;continuous
dis;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.692437829534604;train;1.91248346;20;96;880;3;24;2641;binomial
dis;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706392106392106;test;1.91248346;20;96;880;3;24;2641;binomial
651_fri_c0_100_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125095011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487575357012207;train;1.07464171666667;8;50;360;23;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125095011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494609817742258;test;1.07464171666667;8;50;360;23;25;70;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124154458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.443852281976256;train;0.22410872165;3;90;186;26;50;350;continuous
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622_fri_c2_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816763146263703;train;1.68247581166667;7;240;494;22;50;700;continuous
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583_fri_c1_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27715692147079;train;2.19006349666667;5;200;410;5;50;700;continuous
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dis;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971203346203346;train;10.8421111666667;20;411;862;1;24;2641;binomial
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590_fri_c0_1000_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27915928888344;train;1.38291437833333;3;160;326;10;50;700;continuous
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573_cpu_act;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331549818393209;train;0.307750991666667;5;85;260;1;17;5735;continuous
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645_fri_c3_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126094807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240592958413864;train;4.40653197333333;19;418;874;5;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126094807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333963088508461;test;4.40653197333333;19;418;874;5;49;350;continuous
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706_sleuth_case1202;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.464481055608108;train;0.586597041666667;3;160;326;6;6;66;continuous
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634_fri_c2_100_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772567132728414;train;0.274631033333333;3;18;126;4;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799301565455955;test;0.274631033333333;3;18;126;4;9;70;continuous
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australian;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126115025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922792022792023;test;0.788826103333333;3;160;326;9;14;483;binomial
631_fri_c1_500_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859134877845799;train;0.29846173;8;25;366;5;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.752404813954947;test;0.29846173;8;25;366;5;5;350;continuous
magic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125203834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851938310699353;train;4.36199257333333;20;260;560;7;9;13314;binomial
magic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125203834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839474317899345;test;4.36199257333333;20;260;560;7;9;13314;binomial
712_chscase_geyser1;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112543_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.498640881681214;train;0.20038098;6;4;56;1;2;156;continuous
712_chscase_geyser1;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112543_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467721466262137;test;0.20038098;6;4;56;1;2;156;continuous
522_pm10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843966851677246;train;0.637918900016667;3;160;326;7;7;350;continuous
522_pm10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841063145564413;test;0.637918900016667;3;160;326;7;7;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475900654732153;train;1.36204848168333;5;200;410;14;25;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.578813150754896;test;1.36204848168333;5;200;410;14;25;350;continuous
analcatdata_lawsuit;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126103942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996869409660107;train;0.923080326666667;3;160;326;4;4;185;binomial
analcatdata_lawsuit;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126103942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993150684931507;test;0.923080326666667;3;160;326;4;4;185;binomial
allbp;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995526407863368;train;1.52570495333333;3;160;326;3;25;2641;multinomial
allbp;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993422778771616;test;1.52570495333333;3;160;326;3;25;2641;multinomial
clean1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125182607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.00162012333333;3;160;326;1;90;334;binomial
clean1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125182607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.00162012333333;3;160;326;1;90;334;binomial
608_fri_c3_1000_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836059458889677;train;1.67574582666667;5;200;410;7;10;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861995557380801;test;1.67574582666667;5;200;410;7;10;700;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314482462722597;train;0.572179543333333;3;160;326;2;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.576095092749245;test;0.572179543333333;3;160;326;2;5;70;continuous
210_cloud;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.221130365918702;train;0.581720715;8;10;172;3;5;76;continuous
210_cloud;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.279930991340119;test;0.581720715;8;10;172;3;5;76;continuous
clean2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968838211067434;train;6.68916228666667;10;300;620;102;104;4619;binomial
clean2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963504985073762;test;6.68916228666667;10;300;620;102;104;4619;binomial
628_fri_c3_1000_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125190659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820895316301998;train;0.265332098333333;7;25;324;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125190659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.893939492699933;test;0.265332098333333;7;25;324;5;5;700;continuous
624_fri_c0_100_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71689114734791;train;1.83638133001667;6;220;452;3;5;70;continuous
624_fri_c0_100_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.679176376843871;test;1.83638133001667;6;220;452;3;5;70;continuous
backache;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.87088822666667;20;124;888;23;31;126;binomial
backache;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.412345679012346;test;1.87088822666667;20;124;888;23;31;126;binomial
706_sleuth_case1202;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126101245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.553739147961525;train;0.752884170016667;11;12;266;4;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126101245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508397651938905;test;0.752884170016667;11;12;266;4;6;66;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846764190048073;train;0.862310545;3;160;326;5;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83533843022432;test;0.862310545;3;160;326;5;10;175;continuous
analcatdata_boxing1;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.654336734693878;train;1.70574735666667;20;261;562;3;3;84;binomial
analcatdata_boxing1;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701298701298701;test;1.70574735666667;20;261;562;3;3;84;binomial
nikuradse_1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125202811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0238639484417712;train;0.561853901666667;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125202811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0575134763970935;test;0.561853901666667;3;160;326;2;2;254;continuous
analcatdata_germangss;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929182861791557;train;0.620715198333333;3;160;326;5;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.739858269610574;test;0.620715198333333;3;160;326;5;5;280;multinomial
irish;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891174332540312;train;1.02680985666667;6;220;452;4;4;350;binomial
irish;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851461038961039;test;1.02680985666667;6;220;452;4;4;350;binomial
german;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126094453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826185561015323;train;0.945111575;3;160;326;10;20;700;binomial
german;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126094453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76063688162309;test;0.945111575;3;160;326;10;20;700;binomial
heart_statlog;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942486928847465;train;1.76635407668333;8;13;214;11;13;189;binomial
heart_statlog;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870393120393121;test;1.76635407668333;8;13;214;11;13;189;binomial
credit_g;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834345977341884;train;4.31647964333333;8;20;286;20;20;700;binomial
credit_g;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.769539383474684;test;4.31647964333333;8;20;286;20;20;700;binomial
cleveland;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781123258507874;train;2.52125087333333;12;332;688;7;13;213;multinomial
cleveland;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.581617702448211;test;2.52125087333333;12;332;688;7;13;213;multinomial
credit_a;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946096331072857;train;0.793948224983333;3;160;326;13;14;483;binomial
credit_a;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958388250800226;test;0.793948224983333;3;160;326;13;14;483;binomial
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547_no2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.63244155727417;train;1.33632661;6;220;452;7;7;350;continuous
547_no2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.658243910258761;test;1.33632661;6;220;452;7;7;350;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.422948508695204;train;0.84222681;3;160;326;25;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.622345322579773;test;0.84222681;3;160;326;25;25;175;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169878386805261;train;3.29535454833333;10;300;620;4;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316099309790071;test;3.29535454833333;10;300;620;4;50;700;continuous
ann_thyroid;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993631438961753;train;0.556273831666667;7;20;262;3;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99431216472772;test;0.556273831666667;7;20;262;3;20;5040;multinomial
analcatdata_cyyoung8092;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874479166666667;train;0.735808670016667;14;7;202;2;7;68;binomial
analcatdata_cyyoung8092;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86;test;0.735808670016667;14;7;202;2;7;68;binomial
wine_quality_red;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95298488394644;train;7.032541615;20;500;1040;9;11;1120;multinomial
wine_quality_red;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.717856664210783;test;7.032541615;20;500;1040;9;11;1120;multinomial
dis;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990461021458326;train;5.80785555666667;20;406;852;3;25;2641;binomial
dis;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946828238905231;test;5.80785555666667;20;406;852;3;25;2641;binomial
colic;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911890888134725;train;0.662798181666667;3;160;326;5;22;258;binomial
colic;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862044059227158;test;0.662798181666667;3;160;326;5;22;258;binomial
backache;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808490566037736;train;2.47736062;10;32;424;12;32;126;binomial
backache;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.420408163265306;test;2.47736062;10;32;424;12;32;126;binomial
allhypo;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98625280298844;train;7.45326161166667;14;364;756;18;24;2639;multinomial
allhypo;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93386180921062;test;7.45326161166667;14;364;756;18;24;2639;multinomial
penguins;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126090952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.755480704983333;3;160;326;5;7;241;multinomial
penguins;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126090952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996875;test;0.755480704983333;3;160;326;5;7;241;multinomial
wdbc;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993700872186928;train;1.06047448166667;3;21;124;16;21;399;binomial
wdbc;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985996462264151;test;1.06047448166667;3;21;124;16;21;399;binomial
breast_w;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.506752463333333;7;36;326;8;9;490;binomial
breast_w;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978650137741047;test;0.506752463333333;7;36;326;8;9;490;binomial
644_fri_c4_250_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828838047278474;train;1.07696044666667;5;50;234;15;25;175;continuous
644_fri_c4_250_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850559158965151;test;1.07696044666667;5;50;234;15;25;175;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472623858794807;train;1.391990365;5;200;410;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499588689441451;test;1.391990365;5;200;410;5;5;700;continuous
562_cpu_small;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.195847168674956;train;0.15281798;3;59;176;12;12;5735;continuous
562_cpu_small;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.208189673857582;test;0.15281798;3;59;176;12;12;5735;continuous
609_fri_c0_1000_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482447368483028;train;0.200087813333333;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483569499990417;test;0.200087813333333;3;10;72;5;5;700;continuous
503_wind;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125200516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465859075090716;train;1.68141849666667;6;204;420;13;14;4602;continuous
503_wind;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125200516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472674072296719;test;1.68141849666667;6;204;420;13;14;4602;continuous
coil2000;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722910955049213;train;5.94452658835;20;171;880;2;59;6876;binomial
coil2000;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671357637397221;test;5.94452658835;20;171;880;2;59;6876;binomial
glass;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124201654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978981517135156;train;0.664023268333333;3;160;326;8;9;144;multinomial
glass;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124201654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877048210588583;test;0.664023268333333;3;160;326;8;9;144;multinomial
613_fri_c3_250_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79708790142195;train;0.216308841666667;7;20;308;3;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856440000482519;test;0.216308841666667;7;20;308;3;4;175;continuous
wine_quality_red;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804945551920962;train;2.55449040833333;9;232;482;7;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821527141610542;test;2.55449040833333;9;232;482;7;11;1120;multinomial
hypothyroid;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998920420750735;train;1.36956652;3;160;326;20;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971328356287811;test;1.36956652;3;160;326;20;20;2215;binomial
646_fri_c3_500_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792115872945675;train;0.882616811666667;3;160;326;9;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853129139315794;test;0.882616811666667;3;160;326;9;9;350;continuous
new_thyroid;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125134820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999599358974359;train;0.0440044;3;5;36;2;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125134820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993694711086015;test;0.0440044;3;5;36;2;5;151;multinomial
vehicle;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951109605792555;train;0.249557375;9;13;214;13;13;593;multinomial
vehicle;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9386803143946;test;0.249557375;9;13;214;13;13;593;multinomial
contraceptive;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.73315446504187;train;0.997092498333333;3;160;326;7;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697560806679659;test;0.997092498333333;3;160;326;7;9;1032;multinomial
vowel;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967531146111428;train;3.55417084;7;224;462;11;13;693;multinomial
vowel;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957480028447265;test;3.55417084;7;224;462;11;13;693;multinomial
344_mv;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125200211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451511313151407;train;0.505639096666667;6;45;292;5;9;28538;continuous
344_mv;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125200211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453495036379827;test;0.505639096666667;6;45;292;5;9;28538;continuous
1096_FacultySalaries;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304196668951605;train;0.549323345;3;160;326;1;2;35;continuous
1096_FacultySalaries;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.633642645666193;test;0.549323345;3;160;326;1;2;35;continuous
lupus;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882882882882883;train;0.596795923333333;3;160;326;1;2;61;binomial
lupus;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.793939393939394;test;0.596795923333333;3;160;326;1;2;61;binomial
irish;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124190025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871679222839017;train;0.380224358333333;5;4;46;3;4;350;binomial
irish;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124190025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862734487734488;test;0.380224358333333;5;4;46;3;4;350;binomial
waveform_40;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98005473367107;train;5.55678523;10;247;514;35;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9685206449107;test;5.55678523;10;247;514;35;40;3500;multinomial
574_house_16H;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.589233432639986;train;1.332086835;17;75;764;15;15;15949;continuous
574_house_16H;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.573251314564896;test;1.332086835;17;75;764;15;15;15949;continuous
594_fri_c2_100_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876349250218274;train;0.351069405;7;10;156;2;5;70;continuous
594_fri_c2_100_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893661855325016;test;0.351069405;7;10;156;2;5;70;continuous
twonorm;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998198115998034;train;3.38980932666667;3;20;114;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997174340740404;test;3.38980932666667;3;20;114;20;20;5180;binomial
607_fri_c4_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818245450219212;train;1.62052021333333;9;232;482;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874402281366509;test;1.62052021333333;9;232;482;5;50;700;continuous
dermatology;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993714892892249;train;1.005234885;3;160;326;22;25;257;multinomial
dermatology;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991695501730104;test;1.005234885;3;160;326;22;25;257;multinomial
nikuradse_1;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49510980847267;train;0.128285018333333;3;4;32;2;2;254;continuous
nikuradse_1;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499419104151955;test;0.128285018333333;3;4;32;2;2;254;continuous
712_chscase_geyser1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124205809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474803297404283;train;0.124810723333333;6;10;138;2;2;156;continuous
712_chscase_geyser1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124205809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.43863274560232;test;0.124810723333333;6;10;138;2;2;156;continuous
breast_w;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125143829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988197665718988;train;0.81542142;3;160;326;8;8;490;binomial
breast_w;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125143829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993998425816608;test;0.81542142;3;160;326;8;8;490;binomial
Hill_Valley_with_noise;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545205327413984;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.514631777062716;test;;-Inf;-Inf;;1;1;849;binomial
529_pollen;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.443333639340297;train;0.266988703333333;3;8;60;4;4;2694;continuous
529_pollen;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.418936446987469;test;0.266988703333333;3;8;60;4;4;2694;continuous
phoneme;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967185893069413;train;3.94717182166667;3;160;326;5;5;3783;binomial
phoneme;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934004062674832;test;3.94717182166667;3;160;326;5;5;3783;binomial
663_rabe_266;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326362447180197;train;0.0574634416666667;3;4;32;1;2;84;continuous
663_rabe_266;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.299346683317886;test;0.0574634416666667;3;4;32;1;2;84;continuous
611_fri_c3_100_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803991665737662;train;2.187938315;18;295;626;3;4;70;continuous
611_fri_c3_100_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.896014510422322;test;2.187938315;18;295;626;3;4;70;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264121502533497;train;1.20811801833333;5;200;410;4;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381714358722156;test;1.20811801833333;5;200;410;4;10;350;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369182796737988;train;1.14347282666667;5;20;206;5;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.395971708432792;test;1.14347282666667;5;20;206;5;10;165;continuous
294_satellite_image;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25407279494001;train;8.18998962;8;260;536;17;23;4505;continuous
294_satellite_image;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313034395831333;test;8.18998962;8;260;536;17;23;4505;continuous
230_machine_cpu;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125183433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.25185670566375;train;0.441625433333333;5;12;136;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125183433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.33462045820689;test;0.441625433333333;5;12;136;6;6;147;continuous
penguins;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99938416217486;train;0.751616616666667;3;160;326;6;7;241;multinomial
penguins;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998644986449865;test;0.751616616666667;3;160;326;6;7;241;multinomial
confidence;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920493827160494;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
590_fri_c0_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215415029692613;train;7.83780345333333;20;439;918;11;50;700;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387665831288825;test;7.83780345333333;20;439;918;11;50;700;continuous
wdbc;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993740677604944;train;0.206174221666667;3;72;166;13;21;399;binomial
wdbc;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992272727272727;test;0.206174221666667;3;72;166;13;21;399;binomial
cleveland;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.695569868877561;train;3.37371007833333;20;476;992;3;13;213;multinomial
cleveland;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.651396421845574;test;3.37371007833333;20;476;992;3;13;213;multinomial
678_visualizing_environmental;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.728346396768696;train;0.535152148333333;3;160;326;2;3;78;continuous
678_visualizing_environmental;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803198679029764;test;0.535152148333333;3;160;326;2;3;78;continuous
643_fri_c2_500_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846630903268087;train;0.16724128;3;90;186;11;25;350;continuous
643_fri_c2_500_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888410772351461;test;0.16724128;3;90;186;11;25;350;continuous
mnist;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987974219742396;train;62.6858319833333;0;100;200;650;653;49000;multinomial
mnist;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984951405277789;test;62.6858319833333;0;100;200;650;653;49000;multinomial
fars;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855352443632285;train;134.712558308333;1;20;50;12;21;70678;multinomial
fars;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856249354805107;test;134.712558308333;1;20;50;12;21;70678;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999850134919126;train;20.2034174133333;3;58;138;40;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992596956124886;test;20.2034174133333;3;58;138;40;64;1400;multinomial
1595_poker;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815743598281093;train;47.93525252;1;20;56;5;10;717507;continuous
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buggyCrx;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93452504497025;train;1.83892082833333;10;14;258;7;14;483;binomial
buggyCrx;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889658135981665;test;1.83892082833333;10;14;258;7;14;483;binomial
horse_colic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126091016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963135149292824;train;0.79176758;3;160;326;22;22;258;binomial
horse_colic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126091016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880509641873278;test;0.79176758;3;160;326;22;22;258;binomial
1193_BNG_lowbwt;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605703264976707;train;3.46977392333333;3;45;166;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.60891645363781;test;3.46977392333333;3;45;166;9;9;21773;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801912426266123;train;1.88192046166667;6;100;276;19;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859110244355284;test;1.88192046166667;6;100;276;19;50;350;continuous
653_fri_c0_250_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450395810229209;train;1.26650975833333;5;200;410;15;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518934677765583;test;1.26650975833333;5;200;410;15;25;175;continuous
602_fri_c3_250_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844574185778697;train;0.200254751666667;5;45;250;3;9;175;continuous
602_fri_c3_250_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812868229230523;test;0.200254751666667;5;45;250;3;9;175;continuous
635_fri_c0_250_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.498829161902379;train;0.719937978333333;6;20;250;10;10;175;continuous
635_fri_c0_250_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609624859022083;test;0.719937978333333;6;20;250;10;10;175;continuous
irish;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86700253548026;train;0.693133618333333;3;160;326;4;4;350;binomial
irish;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875114030286444;test;0.693133618333333;3;160;326;4;4;350;binomial
biomed;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951478550603915;train;0.776178618333333;7;8;120;7;8;147;binomial
biomed;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973290598290598;test;0.776178618333333;7;8;120;7;8;147;binomial
230_machine_cpu;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.290349473736549;train;0.415223686666667;3;12;88;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.211122156080518;test;0.415223686666667;3;12;88;6;6;147;continuous
1595_poker;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814026969792827;train;32.362507205;2;140;284;5;10;717507;continuous
1595_poker;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814607068587466;test;32.362507205;2;140;284;5;10;717507;continuous
561_cpu;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.150179798485122;train;0.837141663333333;13;35;586;6;7;147;continuous
561_cpu;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.236382537803646;test;0.837141663333333;13;35;586;6;7;147;continuous
colic;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870013446884805;train;0.760606053333333;3;160;326;5;22;258;binomial
colic;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940411700975081;test;0.760606053333333;3;160;326;5;22;258;binomial
4544_GeographicalOriginalofMusic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526031112830331;train;0.237726898333333;3;90;186;10;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.521177056241142;test;0.237726898333333;3;90;186;10;72;742;continuous
560_bodyfat;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0684342886248401;train;1.65450517666667;7;26;318;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0631808961242013;test;1.65450517666667;7;26;318;1;13;177;continuous
coil2000;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698981714396285;train;1.312403365;3;80;166;2;59;6876;binomial
coil2000;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723244405831497;test;1.312403365;3;80;166;2;59;6876;binomial
557_analcatdata_apnea1;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.219087520801989;train;0.323461131666667;5;6;72;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.40656539060694;test;0.323461131666667;5;6;72;3;3;333;continuous
cmc;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711968973970578;train;2.552430385;7;9;134;3;9;1032;multinomial
cmc;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.738572746726076;test;2.552430385;7;9;134;3;9;1032;multinomial
583_fri_c1_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126105907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838208288180434;train;0.514916256666667;7;170;354;9;50;700;continuous
583_fri_c1_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126105907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821605828839148;test;0.514916256666667;7;170;354;9;50;700;continuous
irish;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87290677742616;train;0.312835396666667;7;16;228;3;4;350;binomial
irish;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921602470930232;test;0.312835396666667;7;16;228;3;4;350;binomial
574_house_16H;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483387834897935;train;2.55314742833333;3;160;326;15;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483432772498702;test;2.55314742833333;3;160;326;15;15;15949;continuous
591_fri_c1_100_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778152936101267;train;0.514388978333333;10;50;470;3;10;70;continuous
591_fri_c1_100_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.05954530774607;test;0.514388978333333;10;50;470;3;10;70;continuous
credit_a;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124205802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935222179758885;train;1.15358188668333;6;220;452;11;14;483;binomial
credit_a;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124205802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900113186191285;test;1.15358188668333;6;220;452;11;14;483;binomial
344_mv;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134703053628529;train;4.53710571666667;7;208;430;5;10;28538;continuous
344_mv;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134468957279159;test;4.53710571666667;7;208;430;5;10;28538;continuous
635_fri_c0_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.507123577341676;train;1.13442378666667;6;20;252;7;10;175;continuous
635_fri_c0_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.599441150039962;test;1.13442378666667;6;20;252;7;10;175;continuous
201_pol;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225075249895209;train;7.26962404333333;10;300;620;14;26;10500;continuous
201_pol;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.244398557978604;test;7.26962404333333;10;300;620;14;26;10500;continuous
617_fri_c3_500_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17982637030768;train;1.67659801666667;10;252;524;5;5;350;continuous
617_fri_c3_500_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347230436352584;test;1.67659801666667;10;252;524;5;5;350;continuous
titanic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795175119617225;train;2.57514000333333;13;328;682;5;7;1545;binomial
titanic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799734134782106;test;2.57514000333333;13;328;682;5;7;1545;binomial
magic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824627897888396;train;5.34760372833333;10;9;184;5;9;13314;binomial
magic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82608864692564;test;5.34760372833333;10;9;184;5;9;13314;binomial
201_pol;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716481215238274;train;0.226816635016667;3;85;176;26;26;10500;continuous
201_pol;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.739292101448658;test;0.226816635016667;3;85;176;26;26;10500;continuous
profb;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668506186541703;train;0.523271141666667;9;36;410;3;9;471;binomial
profb;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648158179848321;test;0.523271141666667;9;36;410;3;9;471;binomial
695_chatfield_4;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323685993278817;train;1.02127372333333;5;200;410;9;10;165;continuous
695_chatfield_4;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378008181857587;test;1.02127372333333;5;200;410;9;10;165;continuous
1201_BNG_breastTumor;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914310938529205;train;3.28643702833333;5;18;196;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.91620775862941;test;3.28643702833333;5;18;196;9;9;81648;continuous
1030_ERA;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740028449295413;train;0.681087275;3;160;326;4;4;700;continuous
1030_ERA;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801131360833255;test;0.681087275;3;160;326;4;4;700;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761620607166431;train;2.47354736833333;12;340;704;25;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810321107449351;test;2.47354736833333;12;340;704;25;25;175;continuous
heart_c;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949330954504906;train;1.206618325;6;220;452;11;13;213;binomial
heart_c;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914893617021277;test;1.206618325;6;220;452;11;13;213;binomial
collins;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.21070151166667;3;160;326;1;20;340;multinomial
collins;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.21070151166667;3;160;326;1;20;340;multinomial
622_fri_c2_1000_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815282809654085;train;0.551376251666667;3;71;150;9;50;700;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856641719414488;test;0.551376251666667;3;71;150;9;50;700;continuous
bupa;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644954380187967;train;0.382874743333333;5;5;56;5;5;242;binomial
bupa;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735942249240122;test;0.382874743333333;5;5;56;5;5;242;binomial
192_vineyard;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.467524283306157;train;1.23952068833333;6;220;452;2;2;37;continuous
192_vineyard;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49208711920393;test;1.23952068833333;6;220;452;2;2;37;continuous
schizo;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.672046315266654;train;0.13795115;6;13;144;1;13;238;multinomial
schizo;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5970823798627;test;0.13795115;6;13;144;1;13;238;multinomial
230_machine_cpu;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.290349473736549;train;0.4605304;5;12;130;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.211122156080518;test;0.4605304;5;12;130;6;6;147;continuous
561_cpu;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.130477774500384;train;0.154548591666667;3;35;166;7;7;147;continuous
561_cpu;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.151653974904054;test;0.154548591666667;3;35;166;7;7;147;continuous
analcatdata_cyyoung8092;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96875;train;1.62739565166667;8;260;536;4;7;68;binomial
analcatdata_cyyoung8092;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84;test;1.62739565166667;8;260;536;4;7;68;binomial
spectf;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928474691044523;train;6.72636208333333;9;44;388;35;44;245;binomial
spectf;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83448275862069;test;6.72636208333333;9;44;388;35;44;245;binomial
522_pm10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838046556903743;train;0.352498095;6;35;292;6;7;350;continuous
522_pm10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866019644946141;test;0.352498095;6;35;292;6;7;350;continuous
690_visualizing_galaxy;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314777802317527;train;0.0714161383333333;3;15;96;3;3;227;continuous
690_visualizing_galaxy;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332699761416771;test;0.0714161383333333;3;15;96;3;3;227;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23845458891395;train;2.18300406166667;10;300;620;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370386054405648;test;2.18300406166667;10;300;620;5;5;700;continuous
australian;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95538164888997;train;1.559389975;7;240;494;13;13;483;binomial
australian;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951141294095454;test;1.559389975;7;240;494;13;13;483;binomial
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124213414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811401273924716;train;0.839686153333333;3;70;150;10;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124213414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840062460724267;test;0.839686153333333;3;70;150;10;50;700;continuous
631_fri_c1_500_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867678262458903;train;0.674221473316667;7;10;152;4;5;350;continuous
631_fri_c1_500_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785205752865547;test;0.674221473316667;7;10;152;4;5;350;continuous
564_fried;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472049660078209;train;4.17689332666667;3;50;166;5;10;28538;continuous
564_fried;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474732713928817;test;4.17689332666667;3;50;166;5;10;28538;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794314765831165;train;0.872013366666667;3;160;326;9;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855898271066861;test;0.872013366666667;3;160;326;9;9;350;continuous
banana;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980064777871822;train;3.76994524166667;3;160;326;2;2;3710;binomial
banana;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964093525763488;test;3.76994524166667;3;160;326;2;2;3710;binomial
529_pollen;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.43251039681288;train;0.469462561666667;6;8;108;4;4;2694;continuous
529_pollen;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439321172209751;test;0.469462561666667;6;8;108;4;4;2694;continuous
agaricus_lepiota;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999967449650528;train;1.65120305;3;160;326;20;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999963125755922;test;1.65120305;3;160;326;20;20;5702;binomial
527_analcatdata_election2000;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124211136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.13241391325423;train;0.05783471665;3;10;80;1;2;47;continuous
527_analcatdata_election2000;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124211136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0704539877890114;test;0.05783471665;3;10;80;1;2;47;continuous
627_fri_c2_500_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820462454527566;train;1.38282366333333;6;20;254;7;10;350;continuous
627_fri_c2_500_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823943035214685;test;1.38282366333333;6;20;254;7;10;350;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470459728337393;train;1.48265132666667;7;240;494;30;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49605108661143;test;1.48265132666667;7;240;494;30;50;700;continuous
cleve;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125100839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.748427955443766;train;1.67097216333333;10;13;236;3;13;213;binomial
cleve;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125100839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.748517786561265;test;1.67097216333333;10;13;236;3;13;213;binomial
pima;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86925347638456;train;0.751986021666667;3;160;326;5;8;538;binomial
pima;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.791363478863479;test;0.751986021666667;3;160;326;5;8;538;binomial
227_cpu_small;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.138154461971854;train;19.7678390233333;7;240;494;10;12;5735;continuous
227_cpu_small;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.142121945061094;test;19.7678390233333;7;240;494;10;12;5735;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.676111484844551;train;43.8633821616667;1;120;242;7;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.677585925348522;test;43.8633821616667;1;120;242;7;10;700000;continuous
clean1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126095021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.309704965;3;84;174;1;94;334;binomial
clean1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126095021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.309704965;3;84;174;1;94;334;binomial
598_fri_c0_1000_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504794996581143;train;1.41615258833333;5;200;410;9;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499170589143092;test;1.41615258833333;5;200;410;9;25;700;continuous
mfeat_zernike;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125184008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986229298166448;train;5.41210147833333;8;260;536;25;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125184008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97546315594167;test;5.41210147833333;8;260;536;25;32;1400;multinomial
cleve;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95485247067188;train;0.79963397;3;160;326;5;13;213;binomial
cleve;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911398705823793;test;0.79963397;3;160;326;5;13;213;binomial
618_fri_c3_1000_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245192291272148;train;2.63030345833333;8;260;536;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323406152006909;test;2.63030345833333;8;260;536;5;50;700;continuous
letter;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125130212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975093029701608;train;35.9476153483333;2;140;284;16;16;14000;multinomial
letter;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125130212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975367307617994;test;35.9476153483333;2;140;284;16;16;14000;multinomial
583_fri_c1_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213209568335738;train;2.72700599833333;3;160;326;10;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340847455480699;test;2.72700599833333;3;160;326;10;50;700;continuous
646_fri_c3_500_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798542600653883;train;0.220500326666667;5;50;250;3;10;350;continuous
646_fri_c3_500_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.898145103168363;test;0.220500326666667;5;50;250;3;10;350;continuous
wine_quality_red;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747319874578153;train;6.20023135833333;7;11;150;3;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.790814311279358;test;6.20023135833333;7;11;150;3;11;1120;multinomial
706_sleuth_case1202;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526192469858448;train;0.350430046666667;6;12;158;4;6;66;continuous
706_sleuth_case1202;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.633676015592852;test;0.350430046666667;6;12;158;4;6;66;continuous
confidence;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944722222222222;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947222222222222;test;;-Inf;-Inf;;1;1;51;multinomial
cleveland;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125125253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81902515998948;train;1.97741931168333;8;253;522;13;13;213;multinomial
cleveland;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125125253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67260200117343;test;1.97741931168333;8;253;522;13;13;213;multinomial
new_thyroid;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.711032638333333;3;160;326;5;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998353909465021;test;0.711032638333333;3;160;326;5;5;151;multinomial
650_fri_c0_500_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454343964899463;train;1.25734690668333;6;204;420;32;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46777883490499;test;1.25734690668333;6;204;420;32;50;350;continuous
mfeat_karhunen;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.20591621666667;5;59;222;32;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984474611761504;test;1.20591621666667;5;59;222;32;64;1400;multinomial
628_fri_c3_1000_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832893545355584;train;0.880208889983333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848473501467914;test;0.880208889983333;3;160;326;5;5;700;continuous
589_fri_c2_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81048593605458;train;0.150082606683333;3;85;176;6;25;700;continuous
589_fri_c2_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80995272261782;test;0.150082606683333;3;85;176;6;25;700;continuous
560_bodyfat;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0284056261003405;train;0.66589488;3;160;326;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0300415041932648;test;0.66589488;3;160;326;1;13;177;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816052664023246;train;0.797804555;6;50;272;20;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873167555711134;test;0.797804555;6;50;272;20;25;700;continuous
saheart;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779663923182442;train;0.934219161666667;16;36;694;5;9;324;binomial
saheart;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.704606440071556;test;0.934219161666667;16;36;694;5;9;324;binomial
607_fri_c4_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833426240275184;train;0.200877941666667;3;90;186;5;50;700;continuous
607_fri_c4_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839126572656226;test;0.200877941666667;3;90;186;5;50;700;continuous
analcatdata_creditscore;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999465811965812;train;0.223704971666667;5;24;238;3;6;70;binomial
analcatdata_creditscore;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917989417989418;test;0.223704971666667;5;24;238;3;6;70;binomial
heart_c;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949875356125356;train;0.32391989;5;52;250;13;13;213;binomial
heart_c;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844246031746032;test;0.32391989;5;52;250;13;13;213;binomial
breast_w;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987636540475834;train;0.82767641;3;160;326;9;9;490;binomial
breast_w;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994195198740653;test;0.82767641;3;160;326;9;9;490;binomial
1030_ERA;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750683411882606;train;0.12058557;3;20;142;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793371055344707;test;0.12058557;3;20;142;4;4;700;continuous
654_fri_c0_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.559983905472865;train;0.973276808333333;3;160;326;5;10;350;continuous
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nikuradse_2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835607207478229;train;0.0614838216666667;5;5;60;0;1;254;continuous
nikuradse_2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796933097457016;test;0.0614838216666667;5;5;60;0;1;254;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286496968631194;train;0.984873453333333;3;160;326;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426615535869698;test;0.984873453333333;3;160;326;10;10;700;continuous
allhyper;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996489829158135;train;3.88341104166667;8;260;536;24;24;2640;multinomial
allhyper;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987258158508159;test;3.88341104166667;8;260;536;24;24;2640;multinomial
credit_a;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964388104037857;train;3.10123514833333;17;425;884;10;13;483;binomial
credit_a;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935614068806458;test;3.10123514833333;17;425;884;10;13;483;binomial
analcatdata_asbestos;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847902097902098;train;0.948335575;6;220;452;3;3;59;binomial
analcatdata_asbestos;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961538461538461;test;0.948335575;6;220;452;3;3;59;binomial
labor;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994666666666667;train;0.637240063316667;3;160;326;5;15;40;binomial
labor;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966666666666667;test;0.637240063316667;3;160;326;5;15;40;binomial
breast;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999068954378765;train;0.198764275;3;40;158;6;10;490;binomial
breast;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984540042250816;test;0.198764275;3;40;158;6;10;490;binomial
titanic;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792525318003439;train;0.75699012;8;7;118;2;7;1545;binomial
titanic;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777901785714286;test;0.75699012;8;7;118;2;7;1545;binomial
599_fri_c2_1000_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183532849629049;train;1.97616294333333;5;200;410;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286131048391442;test;1.97616294333333;5;200;410;5;5;700;continuous
573_cpu_act;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.185318294321378;train;0.171390741666667;3;72;176;16;16;5735;continuous
573_cpu_act;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.189248719864871;test;0.171390741666667;3;72;176;16;16;5735;continuous
579_fri_c0_250_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458806026242167;train;0.215553944983333;3;10;72;5;5;175;continuous
579_fri_c0_250_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.595686236756349;test;0.215553944983333;3;10;72;5;5;175;continuous
breast;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996060606060606;train;0.612226538333333;3;9;62;7;9;490;binomial
breast;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986689814814815;test;0.612226538333333;3;9;62;7;9;490;binomial
titanic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817487550738587;train;1.82046886;9;264;546;8;8;1545;binomial
titanic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801665154507125;test;1.82046886;9;264;546;8;8;1545;binomial
706_sleuth_case1202;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495219931174195;train;0.340931275;8;30;386;4;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.652482930322953;test;0.340931275;8;30;386;4;6;66;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495731093998031;train;0.212499653333333;3;10;72;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517228567926083;test;0.212499653333333;3;10;72;5;5;175;continuous
dis;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.772086788975455;train;1.925614;20;100;880;24;25;2641;binomial
dis;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802725647899911;test;1.925614;20;100;880;24;25;2641;binomial
657_fri_c2_250_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.274557590202368;train;1.045557195;5;200;410;6;10;175;continuous
657_fri_c2_250_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392853105167202;test;1.045557195;5;200;410;6;10;175;continuous
228_elusage;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.3083728783086;train;0.0593130083333333;5;5;60;1;1;39;continuous
228_elusage;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540771037921288;test;0.0593130083333333;5;5;60;1;1;39;continuous
heart_h;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958653026427962;train;1.252633215;6;12;150;10;12;206;binomial
heart_h;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88;test;1.252633215;6;12;150;10;12;206;binomial
shuttle;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.781643748743027;train;41.6177460083333;1;8;24;3;8;40600;multinomial
shuttle;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.794193930694318;test;41.6177460083333;1;8;24;3;8;40600;multinomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125135232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872119815668203;train;1.71978395833333;15;400;830;3;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125135232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874074074074074;test;1.71978395833333;15;400;830;3;3;59;binomial
581_fri_c3_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226219421349861;train;1.910835655;8;260;536;5;25;350;continuous
581_fri_c3_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354559092729076;test;1.910835655;8;260;536;5;25;350;continuous
wine_recognition;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.123374853333333;3;13;86;8;13;125;multinomial
wine_recognition;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993238304093567;test;0.123374853333333;3;13;86;8;13;125;multinomial
breast;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989188470235042;train;0.788065856666667;3;160;326;9;10;490;binomial
breast;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997983483771846;test;0.788065856666667;3;160;326;9;10;490;binomial
banana;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979386036403151;train;2.08889612166667;3;160;326;2;2;3710;binomial
banana;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966643145500017;test;2.08889612166667;3;160;326;2;2;3710;binomial
505_tecator;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0832793577105857;train;1.61409653666667;8;260;536;19;19;168;continuous
505_tecator;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0809209109796091;test;1.61409653666667;8;260;536;19;19;168;continuous
vehicle;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916184357947289;train;0.264210478333333;7;13;166;12;13;593;multinomial
vehicle;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922565355464874;test;0.264210478333333;7;13;166;12;13;593;multinomial
diabetes;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832379665089735;train;0.764720063333333;13;32;574;8;8;538;binomial
diabetes;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867182795698925;test;0.764720063333333;13;32;574;8;8;538;binomial
344_mv;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125200211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0291485613608465;train;28.87739576;14;313;654;5;9;28538;continuous
344_mv;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125200211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0321845189590621;test;28.87739576;14;313;654;5;9;28538;continuous
4544_GeographicalOriginalofMusic;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.502590507459004;train;1.64600422666667;11;256;534;16;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487430396200066;test;1.64600422666667;11;256;534;16;72;742;continuous
591_fri_c1_100_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.750702243074417;train;0.521320531666667;5;20;210;5;10;70;continuous
591_fri_c1_100_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.05225395929075;test;0.521320531666667;5;20;210;5;10;70;continuous
643_fri_c2_500_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856840155275953;train;0.68718305;3;50;150;11;25;350;continuous
643_fri_c2_500_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863135440422055;test;0.68718305;3;50;150;11;25;350;continuous
561_cpu;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144004179733679;train;0.503024248333333;10;35;460;6;7;147;continuous
561_cpu;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197398061082143;test;0.503024248333333;10;35;460;6;7;147;continuous
texture;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999970957008195;train;23.7667101166667;3;12;76;12;12;3850;multinomial
texture;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999936757443906;test;23.7667101166667;3;12;76;12;12;3850;multinomial
616_fri_c4_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806099841301877;train;1.235678645;5;97;234;4;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878529118123911;test;1.235678645;5;97;234;4;50;350;continuous
581_fri_c3_500_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841245759501862;train;0.826417588333333;3;160;326;23;25;350;continuous
581_fri_c3_500_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88512076439141;test;0.826417588333333;3;160;326;23;25;350;continuous
contraceptive;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715555181219269;train;0.985126388333333;3;160;326;5;9;1032;multinomial
contraceptive;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.685620290742565;test;0.985126388333333;3;160;326;5;9;1032;multinomial
cleveland;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812707986111111;train;0.438073971666667;10;13;264;9;13;213;multinomial
cleveland;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.641294466403162;test;0.438073971666667;10;13;264;9;13;213;multinomial
backache;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.561521856449002;train;1.943326205;8;32;306;1;32;126;binomial
backache;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709239130434783;test;1.943326205;8;32;306;1;32;126;binomial
574_house_16H;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494138812051942;train;3.80084094665;3;30;144;15;15;15949;continuous
574_house_16H;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486769441433893;test;3.80084094665;3;30;144;15;15;15949;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806316281010042;train;0.212732955;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827991210369772;test;0.212732955;3;10;72;5;5;700;continuous
hungarian;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904277516953573;train;0.596599081666667;3;160;326;2;12;206;binomial
hungarian;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847708894878706;test;0.596599081666667;3;160;326;2;12;206;binomial
penguins;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125131518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998178819062965;train;0.667241255;3;160;326;5;7;241;multinomial
penguins;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125131518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998780487804878;test;0.667241255;3;160;326;5;7;241;multinomial
560_bodyfat;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0203870177681491;train;1.514504855;9;232;482;10;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0234434447818713;test;1.514504855;9;232;482;10;13;177;continuous
695_chatfield_4;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.318951341002027;train;1.503730285;6;204;420;3;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.333175925107988;test;1.503730285;6;204;420;3;9;165;continuous
saheart;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936385459533608;train;1.40429884666667;7;240;494;8;9;324;binomial
saheart;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760062611806798;test;1.40429884666667;7;240;494;8;9;324;binomial
nikuradse_2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783001156819466;train;0.669535958333333;3;160;326;0;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901141095722281;test;0.669535958333333;3;160;326;0;1;254;continuous
clean1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125192049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.79585081;3;34;74;1;94;334;binomial
clean1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125192049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.79585081;3;34;74;1;94;334;binomial
344_mv;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.141086834066217;train;3.68480200831667;3;160;326;5;9;28538;continuous
344_mv;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139752266432482;test;3.68480200831667;3;160;326;5;9;28538;continuous
breast_cancer;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763172901459854;train;1.38816551166667;10;9;186;5;9;201;binomial
breast_cancer;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670014880952381;test;1.38816551166667;10;9;186;5;9;201;binomial
560_bodyfat;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0777513110333303;train;0.759315305;3;26;150;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0776185618502619;test;0.759315305;3;26;150;1;13;177;continuous
appendicitis;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841334894613583;train;0.60466168;3;160;326;1;4;75;binomial
appendicitis;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869047619047619;test;0.60466168;3;160;326;1;4;75;binomial
573_cpu_act;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331948539226674;train;0.726589061666667;12;85;554;1;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336427735119931;test;0.726589061666667;12;85;554;1;17;5735;continuous
analcatdata_creditscore;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990384615384615;train;0.212837143333333;3;6;46;1;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.212837143333333;3;6;46;1;6;70;binomial
hypothyroid;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99643547500399;train;2.97280636833333;5;200;410;5;20;2215;binomial
hypothyroid;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993337691069992;test;2.97280636833333;5;200;410;5;20;2215;binomial
glass2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808905380333952;train;0.875462216666667;9;9;170;8;9;115;binomial
glass2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80952380952381;test;0.875462216666667;9;9;170;8;9;115;binomial
195_auto_price;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.158880481701293;train;0.582613863333333;3;160;326;10;10;112;continuous
195_auto_price;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397529250169062;test;0.582613863333333;3;160;326;10;10;112;continuous
allhypo;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984409039065889;train;8.37611878833333;18;389;814;19;24;2639;multinomial
allhypo;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939226705132498;test;8.37611878833333;18;389;814;19;24;2639;multinomial
fars;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87175920793048;train;50.1849555533333;0;100;200;21;21;70678;multinomial
fars;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86004073766964;test;50.1849555533333;0;100;200;21;21;70678;multinomial
227_cpu_small;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125135005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.105424431610515;train;8.548941355;18;316;668;8;12;5735;continuous
227_cpu_small;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125135005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159586982045325;test;8.548941355;18;316;668;8;12;5735;continuous
wine_quality_red;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911089266727316;train;1.26741937166667;5;200;410;4;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.714549331841715;test;1.26741937166667;5;200;410;4;11;1120;multinomial
letter;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981131181462163;train;75.1020373716667;1;16;42;16;16;14000;multinomial
letter;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980791655181228;test;75.1020373716667;1;16;42;16;16;14000;multinomial
561_cpu;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0527518108274912;train;2.42375957833333;11;320;662;5;7;147;continuous
561_cpu;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.088503786729327;test;2.42375957833333;11;320;662;5;7;147;continuous
ionosphere;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125141307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91054131054131;train;1.67681736833333;10;272;564;28;32;246;binomial
ionosphere;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125141307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772946859903382;test;1.67681736833333;10;272;564;28;32;246;binomial
prnn_synth;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935719885027437;train;0.0677150483333333;3;8;64;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933048433048433;test;0.0677150483333333;3;8;64;2;2;175;binomial
230_machine_cpu;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.277607708148157;train;1.72852132166667;8;260;536;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.244403572724551;test;1.72852132166667;8;260;536;6;6;147;continuous
529_pollen;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350316550002598;train;2.52378727833333;13;280;586;4;4;2694;continuous
529_pollen;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478164054401007;test;2.52378727833333;13;280;586;4;4;2694;continuous
wine_quality_red;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.791474071027254;train;8.375383295;15;11;328;3;11;1120;multinomial
wine_quality_red;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709191487156154;test;8.375383295;15;11;328;3;11;1120;multinomial
banana;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.546050206685904;train;1.23255677833333;3;160;326;2;2;3710;binomial
banana;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.526142896687676;test;1.23255677833333;3;160;326;2;2;3710;binomial
656_fri_c1_100_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303577154359787;train;1.83519702333333;9;280;578;4;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548186414410488;test;1.83519702333333;9;280;578;4;5;70;continuous
lupus;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845054945054945;train;0.532883591666667;3;160;326;2;2;61;binomial
lupus;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882352941176471;test;0.532883591666667;3;160;326;2;2;61;binomial
twonorm;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125143203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998150556756215;train;1.31747979666667;3;160;326;20;20;5180;binomial
twonorm;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125143203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997327803269158;test;1.31747979666667;3;160;326;20;20;5180;binomial
537_houses;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606853267837705;train;1.03164612166667;3;10;72;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600503598912583;test;1.03164612166667;3;10;72;5;5;14448;continuous
cmc;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71087147044645;train;1.15911174666667;3;160;326;9;9;1032;multinomial
cmc;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710407922235093;test;1.15911174666667;3;160;326;9;9;1032;multinomial
biomed;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998958767180341;train;0.685263285;3;160;326;7;8;147;binomial
biomed;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922008547008547;test;0.685263285;3;160;326;7;8;147;binomial
573_cpu_act;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125145504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.328881962483586;train;4.24647548166667;12;34;506;4;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125145504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329385703060833;test;4.24647548166667;12;34;506;4;17;5735;continuous
iris;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9953125;train;0.0300368916666667;3;3;24;1;3;105;multinomial
iris;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985185185185185;test;0.0300368916666667;3;3;24;1;3;105;multinomial
593_fri_c1_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807392471815812;train;0.325900588333333;7;50;334;8;10;700;continuous
593_fri_c1_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858440592353831;test;0.325900588333333;7;50;334;8;10;700;continuous
analcatdata_boxing2;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680436847103514;train;0.223510365;8;12;188;1;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.717914438502674;test;0.223510365;8;12;188;1;3;93;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835798816568047;train;0.585444235;3;160;326;1;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920634920634921;test;0.585444235;3;160;326;1;6;65;binomial
analcatdata_lawsuit;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995183044315992;train;0.120275053316667;3;16;118;2;4;185;binomial
analcatdata_lawsuit;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.120275053316667;3;16;118;2;4;185;binomial
clean1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125182607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.516804455;3;34;74;22;90;334;binomial
clean1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125182607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.516804455;3;34;74;22;90;334;binomial
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.33862757036813;train;1.01073961666667;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.157973122043711;test;1.01073961666667;3;160;326;0;3;333;continuous
analcatdata_asbestos;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862847222222222;train;0.0737607433166667;3;12;88;2;3;59;binomial
analcatdata_asbestos;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9;test;0.0737607433166667;3;12;88;2;3;59;binomial
581_fri_c3_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822863019762803;train;0.868612651666667;3;160;326;13;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829994962120894;test;0.868612651666667;3;160;326;13;25;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786285435126302;train;0.831154561666667;3;72;150;8;50;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807998563446903;test;0.831154561666667;3;72;150;8;50;350;continuous
574_house_16H;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383211843417574;train;26.530416245;5;200;410;13;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423780982760381;test;26.530416245;5;200;410;13;15;15949;continuous
allrep;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943626071169208;train;3.84048760833333;10;220;460;19;24;2641;multinomial
allrep;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931509257151049;test;3.84048760833333;10;220;460;19;24;2641;multinomial
582_fri_c1_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796591436966235;train;3.04638172166667;10;50;444;5;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878859922303733;test;3.04638172166667;10;50;444;5;25;350;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.614318139758889;train;0.45053716335;11;25;446;4;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.769006805326252;test;0.45053716335;11;25;446;4;5;44;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85621915910868;train;0.283632835;6;10;132;4;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84981736466294;test;0.283632835;6;10;132;4;5;700;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608133625667134;train;6.22929085333333;5;45;250;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602601313294751;test;6.22929085333333;5;45;250;9;9;21773;continuous
penguins;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.456862901666667;3;7;50;5;7;241;multinomial
penguins;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.456862901666667;3;7;50;5;7;241;multinomial
617_fri_c3_500_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230067135831506;train;1.47846163166667;8;260;536;5;5;350;continuous
617_fri_c3_500_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375172599306338;test;1.47846163166667;8;260;536;5;5;350;continuous
591_fri_c1_100_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273413964937112;train;2.29901858;13;360;746;6;10;70;continuous
591_fri_c1_100_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.542463421739042;test;2.29901858;13;360;746;6;10;70;continuous
ecoli;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980641227085672;train;0.733136461666667;3;160;326;5;5;229;multinomial
ecoli;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952247969895029;test;0.733136461666667;3;160;326;5;5;229;multinomial
527_analcatdata_election2000;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.282115168201227;train;0.273952548333333;9;15;300;2;3;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433418671885344;test;0.273952548333333;9;15;300;2;3;47;continuous
phoneme;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968938288703182;train;3.06193729833333;3;160;326;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942328071632973;test;3.06193729833333;3;160;326;5;5;3783;binomial
564_fried;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.501628679424127;train;2.79531263833333;3;160;326;5;10;28538;continuous
564_fried;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510363076686389;test;2.79531263833333;3;160;326;5;10;28538;continuous
646_fri_c3_500_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19081378957173;train;2.59911018666667;15;349;728;4;10;350;continuous
646_fri_c3_500_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38189365564074;test;2.59911018666667;15;349;728;4;10;350;continuous
646_fri_c3_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791189023458301;train;1.84802137666667;9;18;334;5;9;350;continuous
646_fri_c3_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826722875276366;test;1.84802137666667;9;18;334;5;9;350;continuous
mnist;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995141476593306;train;157.695116805;0;100;200;658;662;49000;multinomial
mnist;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993695269974136;test;157.695116805;0;100;200;658;662;49000;multinomial
633_fri_c0_500_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503378125135531;train;2.05310897833333;20;271;582;11;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539670272905905;test;2.05310897833333;20;271;582;11;25;350;continuous
591_fri_c1_100_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.764220389517115;train;0.805726826666667;3;160;326;5;10;70;continuous
591_fri_c1_100_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.919445400484732;test;0.805726826666667;3;160;326;5;10;70;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125151459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.789891257265943;train;251.988552821667;0;100;200;18;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125151459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791840096003922;test;251.988552821667;0;100;200;18;18;700000;continuous
hungarian;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896691176470588;train;1.16639300666667;7;12;168;4;12;206;binomial
hungarian;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912660256410256;test;1.16639300666667;7;12;168;4;12;206;binomial
624_fri_c0_100_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294056803236365;train;1.325374455;7;240;494;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.62124502177339;test;1.325374455;7;240;494;5;5;70;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125120918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473260267548218;train;0.944337528333333;3;160;326;10;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125120918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505474722025694;test;0.944337528333333;3;160;326;10;10;700;continuous
analcatdata_lawsuit;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.111938890016667;3;16;110;3;4;185;binomial
analcatdata_lawsuit;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.487012987012987;test;0.111938890016667;3;16;110;3;4;185;binomial
623_fri_c4_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826117947469956;train;1.18677663;5;20;208;6;10;700;continuous
623_fri_c4_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813584263658838;test;1.18677663;5;20;208;6;10;700;continuous
605_fri_c2_250_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761740221354089;train;2.28264261;11;320;662;19;25;175;continuous
605_fri_c2_250_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873136293007373;test;2.28264261;11;320;662;19;25;175;continuous
vehicle;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948210078095651;train;1.71572702166667;3;13;80;13;13;593;multinomial
vehicle;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943834931315521;test;1.71572702166667;3;13;80;13;13;593;multinomial
197_cpu_act;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313910811106065;train;0.615314188333333;11;80;512;2;16;5735;continuous
197_cpu_act;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.329760108548681;test;0.615314188333333;11;80;512;2;16;5735;continuous
twonorm;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124174312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997615155902642;train;3.01135469666667;3;20;108;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124174312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998679829400833;test;3.01135469666667;3;20;108;20;20;5180;binomial
649_fri_c0_500_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459903640687575;train;0.0985758033333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432575831608269;test;0.0985758033333333;3;25;156;5;5;350;continuous
706_sleuth_case1202;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539765051473081;train;1.65226471166667;7;208;430;5;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517672319689845;test;1.65226471166667;7;208;430;5;6;66;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209033868147261;train;0.735917155;3;160;326;5;10;350;continuous
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294_satellite_image;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126094730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465620865517204;test;2.29616218166667;8;228;472;25;25;4505;continuous
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650_fri_c0_500_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507833518393857;test;0.383319595;5;130;270;29;50;350;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239977109538607;train;0.615424313333333;3;160;326;5;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333271275392975;test;0.615424313333333;3;160;326;5;9;165;continuous
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663_rabe_266;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.125900535856051;train;0.0575008566666667;3;10;80;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.117860485887196;test;0.0575008566666667;3;10;80;2;2;84;continuous
227_cpu_small;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318224467323416;train;0.495757753333333;9;60;428;3;12;5735;continuous
227_cpu_small;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.343094436614903;test;0.495757753333333;9;60;428;3;12;5735;continuous
analcatdata_boxing2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678300094966762;train;0.109861098333333;5;12;118;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.693850267379679;test;0.109861098333333;5;12;118;1;3;93;binomial
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magic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910974013387713;test;12.29397373;5;200;410;9;9;13314;binomial
653_fri_c0_250_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375432307215334;train;1.71852647;9;248;514;21;25;175;continuous
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207_autoPrice;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490855367256024;test;1.27740195833333;7;240;494;12;12;112;continuous
651_fri_c0_100_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403589047115262;train;1.61523853166667;7;240;494;11;25;70;continuous
651_fri_c0_100_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.723839918417247;test;1.61523853166667;7;240;494;11;25;70;continuous
letter;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991165389666619;train;26.1986447983333;13;354;734;11;16;14000;multinomial
letter;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986141958712419;test;26.1986447983333;13;354;734;11;16;14000;multinomial
617_fri_c3_500_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126105500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834584472054887;train;0.249837418333333;3;8;60;4;4;350;continuous
617_fri_c3_500_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126105500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.906000890929607;test;0.249837418333333;3;8;60;4;4;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821824534078512;train;0.131072141666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841529581056319;test;0.131072141666667;3;25;156;5;5;350;continuous
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clean2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;6.95933216;6;220;452;9;102;4619;binomial
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wdbc;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998152610441767;train;1.07593982166667;5;200;410;10;22;399;binomial
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687_sleuth_ex1605;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.632935301230281;train;0.0843268216666667;3;20;112;4;4;44;continuous
687_sleuth_ex1605;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.584972862501016;test;0.0843268216666667;3;20;112;4;4;44;continuous
credit_a;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925459472605357;train;1.743131125;7;13;192;11;13;483;binomial
credit_a;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890020750801735;test;1.743131125;7;13;192;11;13;483;binomial
601_fri_c1_250_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.765549828151828;train;1.50377038833333;6;204;420;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859534881883071;test;1.50377038833333;6;204;420;5;5;175;continuous
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cloud;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.518253968253968;test;1.304870915;6;220;452;3;6;76;multinomial
644_fri_c4_250_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212045069949653;train;1.86680643333333;9;280;578;5;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409005979315443;test;1.86680643333333;9;280;578;5;25;175;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.521715137202739;train;1.576379615;6;220;452;8;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.548433494678091;test;1.576379615;6;220;452;8;10;70;continuous
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waveform_21;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125154405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974002215894908;test;11.6217031866667;5;21;182;19;21;3500;multinomial
analcatdata_japansolvent;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87719298245614;train;0.463242793333333;3;144;294;3;3;37;binomial
analcatdata_japansolvent;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907407407407407;test;0.463242793333333;3;144;294;3;3;37;binomial
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calendarDOW;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125125613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940067758718543;train;0.239877345;6;15;170;6;15;280;multinomial
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pima;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988117170228445;train;0.890779158333333;3;160;326;8;8;538;binomial
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cleveland;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81599310949417;train;1.80456436668333;7;240;494;13;13;213;multinomial
cleveland;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.665249829535544;test;1.80456436668333;7;240;494;13;13;213;multinomial
clean2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971933545580581;train;0.546143121666667;3;80;166;102;104;4619;binomial
clean2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966477552676579;test;0.546143121666667;3;80;166;102;104;4619;binomial
breast_cancer_wisconsin;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991191432396252;train;1.049118735;3;22;134;10;22;399;binomial
breast_cancer_wisconsin;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991039426523298;test;1.049118735;3;22;134;10;22;399;binomial
641_fri_c1_500_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163783239572965;train;3.01332302331667;16;317;666;4;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331119893786013;test;3.01332302331667;16;317;666;4;10;350;continuous
210_cloud;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.189520636088099;train;1.10010079;6;220;452;4;5;76;continuous
210_cloud;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35643460350221;test;1.10010079;6;220;452;4;5;76;continuous
phoneme;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956892181711835;train;7.35236850998333;14;364;756;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931266500507708;test;7.35236850998333;14;364;756;5;5;3783;binomial
prnn_crabs;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.658023588333333;3;160;326;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973214285714286;test;0.658023588333333;3;160;326;4;4;140;binomial
cloud;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.283952481666667;3;6;44;0;6;76;multinomial
cloud;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.283952481666667;3;6;44;0;6;76;multinomial
confidence;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91984126984127;train;0.952294793333333;3;160;326;1;1;51;multinomial
confidence;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953333333333333;test;0.952294793333333;3;160;326;1;1;51;multinomial
phoneme;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96475364253142;train;2.54121644;3;160;326;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947858794172691;test;2.54121644;3;160;326;5;5;3783;binomial
294_satellite_image;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461086230132071;train;3.07031924666667;3;47;146;25;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484306893784324;test;3.07031924666667;3;47;146;25;25;4505;continuous
mfeat_karhunen;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999459868242956;train;23.8917223966667;3;55;138;30;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993442008931634;test;23.8917223966667;3;55;138;30;64;1400;multinomial
tokyo1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974194650944202;train;1.2025967;6;220;452;18;24;672;binomial
tokyo1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971893651654911;test;1.2025967;6;220;452;18;24;672;binomial
agaricus_lepiota;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.389980095;3;160;326;15;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.389980095;3;160;326;15;20;5702;binomial
657_fri_c2_250_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389165979165658;train;1.01061185166667;5;200;410;2;10;175;continuous
657_fri_c2_250_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395085742267703;test;1.01061185166667;5;200;410;2;10;175;continuous
519_vinnie;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489879146735755;train;0.33858363335;8;4;72;1;2;266;continuous
519_vinnie;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433100664619835;test;0.33858363335;8;4;72;1;2;266;continuous
586_fri_c3_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812011997891977;train;0.95194403;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794626618627637;test;0.95194403;3;160;326;5;25;700;continuous
527_analcatdata_election2000;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539553928266836;train;0.32729984;14;10;300;1;2;47;continuous
527_analcatdata_election2000;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.01459554781376;test;0.32729984;14;10;300;1;2;47;continuous
biomed;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.646409968333333;3;160;326;7;8;147;binomial
biomed;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986111111111111;test;0.646409968333333;3;160;326;7;8;147;binomial
clean1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126095021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.470032371666667;3;112;230;10;94;334;binomial
clean1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126095021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.470032371666667;3;112;230;10;94;334;binomial
649_fri_c0_500_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125155504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466504144751124;train;0.219124906666667;3;10;72;5;5;350;continuous
649_fri_c0_500_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125155504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485407942187552;test;0.219124906666667;3;10;72;5;5;350;continuous
glass2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124182225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872050816696915;train;0.2656225;5;36;248;8;9;115;binomial
glass2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124182225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742286751361162;test;0.2656225;5;36;248;8;9;115;binomial
agaricus_lepiota;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124213310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.395274476666667;3;48;102;20;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124213310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.395274476666667;3;48;102;20;20;5702;binomial
1096_FacultySalaries;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526780939686559;train;1.33275183666667;8;260;536;2;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522174119781082;test;1.33275183666667;8;260;536;2;2;35;continuous
647_fri_c1_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786579051108427;train;0.873669423333333;6;20;252;5;10;175;continuous
647_fri_c1_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891173521212376;test;0.873669423333333;6;20;252;5;10;175;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125200644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815455112950587;train;0.297094371666667;7;50;334;8;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125200644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870404993633129;test;0.297094371666667;7;50;334;8;10;350;continuous
621_fri_c0_100_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456247616363041;train;2.64251167331667;20;318;676;9;10;70;continuous
621_fri_c0_100_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.646418436166643;test;2.64251167331667;20;318;676;9;10;70;continuous
analcatdata_authorship;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.08669457833333;3;160;326;65;70;589;multinomial
analcatdata_authorship;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999865156418555;test;1.08669457833333;3;160;326;65;70;589;multinomial
colic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928321224701609;train;6.98474632833333;13;22;516;22;22;258;binomial
colic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828781512605042;test;6.98474632833333;13;22;516;22;22;258;binomial
prnn_fglass;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914088156151426;train;0.18334694;8;9;146;4;9;144;multinomial
prnn_fglass;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862032608695652;test;0.18334694;8;9;146;4;9;144;multinomial
auto;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866255977536465;train;11.581293675;13;21;522;15;21;142;multinomial
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617_fri_c3_500_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828037535036793;train;0.37590054;3;10;72;5;5;350;continuous
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646_fri_c3_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124200520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809914072022366;test;0.532144406666667;10;50;460;4;10;350;continuous
agaricus_lepiota;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999999136922552;train;3.35726437666667;3;160;326;10;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999999329559199;test;3.35726437666667;3;160;326;10;20;5702;binomial
horse_colic;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126091016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887277370350969;train;2.58824176333333;11;22;410;3;22;258;binomial
horse_colic;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126091016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864669421487603;test;2.58824176333333;11;22;410;3;22;258;binomial
breast_w;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988459524165794;train;0.655192671666667;3;160;326;8;8;490;binomial
breast_w;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99163715072806;test;0.655192671666667;3;160;326;8;8;490;binomial
prnn_synth;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940047021943574;train;0.055051495;3;8;64;2;2;175;binomial
prnn_synth;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937411095305832;test;0.055051495;3;8;64;2;2;175;binomial
letter;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977643506461154;train;7.12351145833333;12;16;334;15;16;14000;multinomial
letter;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976088090657581;test;7.12351145833333;12;16;334;15;16;14000;multinomial
heart_c;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95076566951567;train;0.34889604;5;52;250;13;13;213;binomial
heart_c;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842757936507937;test;0.34889604;5;52;250;13;13;213;binomial
twonorm;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997764683959451;train;1.24911270166667;3;160;326;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997983849694534;test;1.24911270166667;3;160;326;20;20;5180;binomial
analcatdata_cyyoung9302;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125131853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892;train;1.13986084833333;6;220;452;2;6;65;binomial
analcatdata_cyyoung9302;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125131853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858695652173913;test;1.13986084833333;6;220;452;2;6;65;binomial
197_cpu_act;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.284156580213863;train;2.49246243833333;8;228;472;3;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295032784820414;test;2.49246243833333;8;228;472;3;17;5735;continuous
712_chscase_geyser1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.498956205190002;train;0.0907420016666667;3;4;32;1;2;156;continuous
712_chscase_geyser1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46911396751115;test;0.0907420016666667;3;4;32;1;2;156;continuous
nikuradse_2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125201101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830311401387479;train;0.895001856666667;3;160;326;0;1;254;continuous
nikuradse_2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125201101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770478644796743;test;0.895001856666667;3;160;326;0;1;254;continuous
analcatdata_authorship;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999871711898193;train;1.150128455;3;160;326;46;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999709127149678;test;1.150128455;3;160;326;46;70;589;multinomial
allhyper;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125133112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969246648331693;train;8.894850165;20;500;1040;17;25;2640;multinomial
allhyper;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125133112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92732885854483;test;8.894850165;20;500;1040;17;25;2640;multinomial
643_fri_c2_500_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873522893068417;train;0.70052277;3;160;326;20;25;350;continuous
643_fri_c2_500_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.912863361500098;test;0.70052277;3;160;326;20;25;350;continuous
confidence;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
622_fri_c2_1000_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784867555721367;train;1.56344542;8;228;472;14;50;700;continuous
622_fri_c2_1000_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851152148630218;test;1.56344542;8;228;472;14;50;700;continuous
wine_quality_white;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908715588547197;train;13.31723324;20;500;1040;10;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.732164550115269;test;13.31723324;20;500;1040;10;11;3429;multinomial
529_pollen;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.429353717247816;train;0.112322493333333;3;20;150;4;4;2694;continuous
529_pollen;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446659164592569;test;0.112322493333333;3;20;150;4;4;2694;continuous
diabetes;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837807212311462;train;0.366441296666667;8;32;368;8;8;538;binomial
diabetes;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839193508728793;test;0.366441296666667;8;32;368;8;8;538;binomial
195_auto_price;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.34489196399373;train;2.58941350833333;20;404;848;10;10;112;continuous
195_auto_price;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.335185044931724;test;2.58941350833333;20;404;848;10;10;112;continuous
analcatdata_germangss;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731156028036935;train;0.222502065;14;5;146;1;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707431333389348;test;0.222502065;14;5;146;1;5;280;multinomial
confidence;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976604938271605;train;0.669987191666667;3;160;326;1;1;51;multinomial
confidence;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927777777777778;test;0.669987191666667;3;160;326;1;1;51;multinomial
clean1;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.436653938333333;3;112;230;22;91;334;binomial
clean1;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.436653938333333;3;112;230;22;91;334;binomial
spambase;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124192651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980730631721662;train;5.74038147166667;8;260;536;53;53;3221;binomial
spambase;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124192651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97373489212069;test;5.74038147166667;8;260;536;53;53;3221;binomial
mfeat_fourier;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995420393467133;train;2.07324244333333;3;160;326;76;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980745831965971;test;2.07324244333333;3;160;326;76;76;1400;multinomial
621_fri_c0_100_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.500802229323343;train;0.484599578333333;9;50;428;9;10;70;continuous
621_fri_c0_100_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483457024625131;test;0.484599578333333;9;50;428;9;10;70;continuous
analcatdata_bankruptcy;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963815789473684;train;0.068432665;3;12;94;1;3;35;binomial
analcatdata_bankruptcy;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907407407407407;test;0.068432665;3;12;94;1;3;35;binomial
631_fri_c1_500_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819252154936199;train;1.55980950833333;6;220;452;5;5;350;continuous
631_fri_c1_500_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848611370376545;test;1.55980950833333;6;220;452;5;5;350;continuous
wdbc;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.198541773333333;3;80;166;21;22;399;binomial
wdbc;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978942652329749;test;0.198541773333333;3;80;166;21;22;399;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990196078431373;train;0.211674183333333;3;112;230;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928571428571429;test;0.211674183333333;3;112;230;2;2;35;binomial
mnist;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994877638156693;train;159.92700744;0;100;200;653;658;49000;multinomial
mnist;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993955522876961;test;159.92700744;0;100;200;653;658;49000;multinomial
spectf;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842490842490843;train;0.574694693333333;3;160;326;16;44;245;binomial
spectf;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.879340277777778;test;0.574694693333333;3;160;326;16;44;245;binomial
195_auto_price;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178850118400304;train;0.701617911666667;3;160;326;10;10;112;continuous
195_auto_price;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247792359524374;test;0.701617911666667;3;160;326;10;10;112;continuous
666_rmftsa_ladata;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.510001123623908;train;0.850523865;3;160;326;1;10;356;continuous
666_rmftsa_ladata;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.663569185062083;test;0.850523865;3;160;326;1;10;356;continuous
buggyCrx;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929831961709307;train;3.51671966;7;13;186;10;13;483;binomial
buggyCrx;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878159905937684;test;3.51671966;7;13;186;10;13;483;binomial
542_pollution;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51072892017757;train;0.326799608333333;6;50;292;6;10;42;continuous
542_pollution;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780459533962118;test;0.326799608333333;6;50;292;6;10;42;continuous
695_chatfield_4;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314865442440478;train;1.68147311166667;11;20;436;4;10;165;continuous
695_chatfield_4;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.354130988845067;test;1.68147311166667;11;20;436;4;10;165;continuous
tokyo1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981625200837431;train;1.14088523;3;160;326;22;22;672;binomial
tokyo1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976197788697789;test;1.14088523;3;160;326;22;22;672;binomial
712_chscase_geyser1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393191639229273;train;0.505588696683333;3;160;326;1;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527372200462971;test;0.505588696683333;3;160;326;1;2;156;continuous
503_wind;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412402838913834;train;7.80563982666667;9;280;578;14;14;4602;continuous
503_wind;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.448002143489903;test;7.80563982666667;9;280;578;14;14;4602;continuous
505_tecator;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0669885080315217;train;0.613819966666667;3;160;326;4;16;168;continuous
505_tecator;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.112415591671798;test;0.613819966666667;3;160;326;4;16;168;continuous
615_fri_c4_250_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809587777526968;train;0.54611285;11;45;502;5;9;175;continuous
615_fri_c4_250_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781814220351632;test;0.54611285;11;45;502;5;9;175;continuous
analcatdata_creditscore;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998931623931624;train;0.159023383333333;3;6;46;3;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994708994708995;test;0.159023383333333;3;6;46;3;6;70;binomial
magic;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845084289584017;train;8.68637052166667;20;340;720;7;9;13314;binomial
magic;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843101955976846;test;8.68637052166667;20;340;720;7;9;13314;binomial
522_pm10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834714598365307;train;0.562091799983333;10;35;460;6;7;350;continuous
522_pm10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84206921588143;test;0.562091799983333;10;35;460;6;7;350;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842609601197519;train;0.0987378683333333;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856487143530181;test;0.0987378683333333;3;25;156;5;5;700;continuous
breast;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992887129003281;train;0.487438073333333;7;40;326;2;10;490;binomial
breast;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956372045220966;test;0.487438073333333;7;40;326;2;10;490;binomial
profb;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.621205293129583;train;1.073946245;5;200;410;8;9;471;binomial
profb;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.583533260632497;test;1.073946245;5;200;410;8;9;471;binomial
659_sleuth_ex1714;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.400974768498994;train;0.181420671666667;9;10;182;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512574037442036;test;0.181420671666667;9;10;182;1;2;33;continuous
cleveland;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.692284722222222;train;4.16391180666667;9;13;220;3;13;213;multinomial
cleveland;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.650433135704875;test;4.16391180666667;9;13;220;3;13;213;multinomial
651_fri_c0_100_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371609916686911;train;2.04392440333333;7;240;494;25;25;70;continuous
651_fri_c0_100_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.602540276902775;test;2.04392440333333;7;240;494;25;25;70;continuous
horse_colic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952776336274001;train;1.17638509833333;15;88;678;14;22;258;binomial
horse_colic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829131652661065;test;1.17638509833333;15;88;678;14;22;258;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.543163631116883;train;4.09643982666667;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.520006071645416;test;4.09643982666667;20;500;1040;1;1;849;binomial
wine_recognition;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995524525599714;train;0.636358485;3;160;326;11;13;125;multinomial
wine_recognition;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998556998556998;test;0.636358485;3;160;326;11;13;125;multinomial
1196_BNG_pharynx;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668175962129485;train;43.670047955;1;120;242;6;10;700000;continuous
1196_BNG_pharynx;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668743737025188;test;43.670047955;1;120;242;6;10;700000;continuous
shuttle;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904091302722312;train;0.888843303333333;3;8;56;5;8;40600;multinomial
shuttle;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898323157809674;test;0.888843303333333;3;8;56;5;8;40600;multinomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530971874129769;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456421595725078;test;;-Inf;-Inf;;1;1;849;binomial
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817993971752283;train;0.165286093333333;3;85;176;7;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792081549560979;test;0.165286093333333;3;85;176;7;25;700;continuous
503_wind;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342576395736503;train;5.361292035;15;336;702;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44083414857754;test;5.361292035;15;336;702;14;14;4602;continuous
contraceptive;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802403313453469;train;1.27264619333333;3;160;326;5;9;1032;multinomial
contraceptive;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727529575689804;test;1.27264619333333;3;160;326;5;9;1032;multinomial
624_fri_c0_100_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468697117806588;train;1.33526677165;5;200;410;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.57593560225109;test;1.33526677165;5;200;410;5;5;70;continuous
german;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.811721891432106;train;3.791940825;9;20;328;12;20;700;binomial
german;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766348627787307;test;3.791940825;9;20;328;12;20;700;binomial
210_cloud;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.25187931355443;train;1.21548490833333;5;200;410;4;5;76;continuous
210_cloud;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.249930808799109;test;1.21548490833333;5;200;410;4;5;76;continuous
dermatology;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126104350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.260472493333333;3;25;122;19;25;257;multinomial
dermatology;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126104350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935080000937053;test;0.260472493333333;3;25;122;19;25;257;multinomial
glass2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.808286951144094;train;0.53341026;9;36;418;6;9;115;binomial
glass2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767195767195767;test;0.53341026;9;36;418;6;9;115;binomial
crx;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933093525179856;train;0.791284728333333;11;56;502;11;14;483;binomial
crx;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86890756302521;test;0.791284728333333;11;56;502;11;14;483;binomial
1595_poker;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.746647395521753;train;282.56397349;0;100;200;5;10;717507;continuous
1595_poker;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.746147350708495;test;282.56397349;0;100;200;5;10;717507;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814437361586123;train;0.183777916666667;3;90;186;17;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845931000551251;test;0.183777916666667;3;90;186;17;25;350;continuous
663_rabe_266;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.094849261090893;train;1.16086247;8;244;504;2;2;84;continuous
663_rabe_266;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.107747826430451;test;1.16086247;8;244;504;2;2;84;continuous
ionosphere;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125141307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997222222222222;train;1.37856767666667;5;200;410;16;32;246;binomial
ionosphere;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125141307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96658615136876;test;1.37856767666667;5;200;410;16;32;246;binomial
german;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813964081838359;train;0.71696182;10;77;460;7;20;700;binomial
german;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.754672772778103;test;0.71696182;10;77;460;7;20;700;binomial
695_chatfield_4;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.325653596985823;train;1.36313740333333;7;18;268;5;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.359363210688395;test;1.36313740333333;7;18;268;5;9;165;continuous
210_cloud;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125152135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.224421769556521;train;1.50845504166667;12;308;640;4;5;76;continuous
210_cloud;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125152135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.328111215865517;test;1.50845504166667;12;308;640;4;5;76;continuous
waveform_40;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126095223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96941844548552;train;3.81867860333333;7;240;494;40;40;3500;multinomial
waveform_40;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126095223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974271445126217;test;3.81867860333333;7;240;494;40;40;3500;multinomial
mfeat_zernike;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986593063250839;train;6.557739665;11;288;598;33;33;1400;multinomial
mfeat_zernike;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977132547799542;test;6.557739665;11;288;598;33;33;1400;multinomial
prnn_crabs;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997753267973856;train;0.102892751666667;3;16;110;3;4;140;binomial
prnn_crabs;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.102892751666667;3;16;110;3;4;140;binomial
optdigits;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999811268204794;train;8.83735422166667;3;160;326;58;61;3934;multinomial
optdigits;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998374115541593;test;8.83735422166667;3;160;326;58;61;3934;multinomial
651_fri_c0_100_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125183859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52180613311267;train;1.923588965;8;260;536;22;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125183859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.669192664110716;test;1.923588965;8;260;536;22;25;70;continuous
207_autoPrice;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124185815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450657327289295;train;1.08860080833333;5;200;410;9;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124185815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.553417514224158;test;1.08860080833333;5;200;410;9;11;112;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352197118805801;train;3.22507173833333;15;347;724;25;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458662381389768;test;3.22507173833333;15;347;724;25;50;175;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208891510833374;train;2.09084950666667;3;160;326;5;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309018332211787;test;2.09084950666667;3;160;326;5;99;700;continuous
crx;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924974129010003;train;1.47436937166667;8;13;214;10;13;483;binomial
crx;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904277971351142;test;1.47436937166667;8;13;214;10;13;483;binomial
vowel;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965787761840444;train;18.343147135;8;13;206;10;13;693;multinomial
vowel;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964954256562106;test;18.343147135;8;13;206;10;13;693;multinomial
sleep;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88392004884059;train;34.3766262483333;2;140;284;10;13;74136;multinomial
sleep;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882009704548674;test;34.3766262483333;2;140;284;10;13;74136;multinomial
pima;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867208609678212;train;0.787241443333333;3;160;326;3;8;538;binomial
pima;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.801940639269406;test;0.787241443333333;3;160;326;3;8;538;binomial
641_fri_c1_500_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84540844958571;train;1.217609715;6;20;250;5;10;350;continuous
641_fri_c1_500_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858681896226106;test;1.217609715;6;20;250;5;10;350;continuous
mnist;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995493834854785;train;134.18990858;0;100;200;651;653;49000;multinomial
mnist;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992737616232987;test;134.18990858;0;100;200;651;653;49000;multinomial
228_elusage;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.389267387161648;train;0.0450143266666667;3;5;40;1;1;39;continuous
228_elusage;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.373160974526151;test;0.0450143266666667;3;5;40;1;1;39;continuous
vowel;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125131841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970131038857182;train;3.28009567833333;5;200;410;9;13;693;multinomial
vowel;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125131841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955471445913531;test;3.28009567833333;5;200;410;9;13;693;multinomial
heart_statlog;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939581458145815;train;1.11985845666667;8;13;208;13;13;189;binomial
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586_fri_c3_1000_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125185740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81128324082708;train;0.16693468;3;85;176;11;25;700;continuous
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564_fried;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481613433357725;train;0.35912604;6;50;292;8;10;28538;continuous
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227_cpu_small;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287582400229741;test;2.77733348833333;8;244;504;3;12;5735;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876555531400845;train;0.175730306666667;3;90;186;5;25;350;continuous
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201_pol;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125153810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845575015956968;train;2.43167990166667;9;280;578;26;26;10500;continuous
201_pol;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125153810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845855354734994;test;2.43167990166667;9;280;578;26;26;10500;continuous
allrep;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971116563693024;train;2.21812056833333;20;24;834;19;24;2641;multinomial
allrep;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945856095354728;test;2.21812056833333;20;24;834;19;24;2641;multinomial
tae;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.721644991592231;train;0.108116728333333;3;5;38;5;5;106;multinomial
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597_fri_c2_500_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326473578182327;test;0.926281045;3;160;326;5;5;350;continuous
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218_house_8L;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455541470933125;train;0.559349246666667;10;40;460;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.44591257919886;test;0.559349246666667;10;40;460;8;8;15949;continuous
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592_fri_c4_1000_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126115308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.898745059733733;train;0.289054506666667;5;120;260;4;25;700;continuous
592_fri_c4_1000_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126115308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917350795246078;test;0.289054506666667;5;120;260;4;25;700;continuous
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589_fri_c2_1000_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212580643642304;train;2.20096315833333;7;240;494;15;25;700;continuous
589_fri_c2_1000_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307105696151136;test;2.20096315833333;7;240;494;15;25;700;continuous
228_elusage;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.389088690768155;train;0.0324826833333333;3;5;40;1;1;39;continuous
228_elusage;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.374381402659998;test;0.0324826833333333;3;5;40;1;1;39;continuous
Hill_Valley_with_noise;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540109579003464;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527504105090312;test;;-Inf;-Inf;;1;1;849;binomial
mfeat_morphological;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918636954476024;train;1.398374375;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913044967645046;test;1.398374375;3;160;326;2;2;1400;multinomial
agaricus_lepiota;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999996426758404;train;2.81785184333333;3;160;326;10;20;5702;binomial
agaricus_lepiota;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999981880191828;test;2.81785184333333;3;160;326;10;20;5702;binomial
cars;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837798558857672;train;0.71488929;3;160;326;6;6;275;multinomial
cars;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811840503711025;test;0.71488929;3;160;326;6;6;275;multinomial
dis;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125101319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670034346988356;train;18.8173756383333;18;25;736;22;25;2641;binomial
dis;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125101319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.661118558236521;test;18.8173756383333;18;25;736;22;25;2641;binomial
648_fri_c1_250_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236555259464843;train;0.704185936666667;3;160;326;5;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39639999542001;test;0.704185936666667;3;160;326;5;50;175;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.614318139758889;train;0.363749323333333;8;25;324;4;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76900680532625;test;0.363749323333333;8;25;324;4;5;44;continuous
659_sleuth_ex1714;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386062787528446;train;0.590871808333333;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.713456769267597;test;0.590871808333333;3;160;326;1;2;33;continuous
690_visualizing_galaxy;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.233751335439404;train;0.962263573316667;6;204;420;2;4;227;continuous
690_visualizing_galaxy;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.23965713318719;test;0.962263573316667;6;204;420;2;4;227;continuous
allhypo;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94065548933939;train;2.45158045;3;160;326;2;25;2639;multinomial
allhypo;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919979971696112;test;2.45158045;3;160;326;2;25;2639;multinomial
624_fri_c0_100_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125181954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.542615662470079;train;0.127105723333333;3;25;166;5;5;70;continuous
624_fri_c0_100_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125181954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484469175138158;test;0.127105723333333;3;25;166;5;5;70;continuous
197_cpu_act;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333388721886463;train;0.342850746666667;6;90;302;1;18;5735;continuous
197_cpu_act;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336903431485152;test;0.342850746666667;6;90;302;1;18;5735;continuous
haberman;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125132356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730474280320906;train;2.29997985666667;20;380;800;3;3;215;binomial
haberman;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125132356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.690211345939933;test;2.29997985666667;20;380;800;3;3;215;binomial
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0846251222008355;train;2.92461143;20;340;720;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218735537219697;test;2.92461143;20;340;720;3;3;333;continuous
617_fri_c3_500_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824134085689347;train;0.1044757;3;20;150;4;4;350;continuous
617_fri_c3_500_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856695669727705;test;0.1044757;3;20;150;4;4;350;continuous
wine_quality_red;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829064706464438;train;3.08655245833333;9;264;546;10;11;1120;multinomial
wine_quality_red;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767726497776203;test;3.08655245833333;9;264;546;10;11;1120;multinomial
588_fri_c4_1000_100;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806202054970005;train;0.830123601666667;3;72;150;4;99;700;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.903211648068713;test;0.830123601666667;3;72;150;4;99;700;continuous
634_fri_c2_100_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797740799290361;train;0.614839188333333;8;20;322;4;10;70;continuous
634_fri_c2_100_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799606230261114;test;0.614839188333333;8;20;322;4;10;70;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126102312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786072990144839;train;0.979226166683333;10;10;212;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126102312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855134858152204;test;0.979226166683333;10;10;212;5;5;175;continuous
buggyCrx;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954305981198995;train;0.92672179;3;160;326;14;14;483;binomial
buggyCrx;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890358612580835;test;0.92672179;3;160;326;14;14;483;binomial
churn;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980148416372615;train;4.73828532666667;9;280;578;9;15;3500;binomial
churn;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919530602752867;test;4.73828532666667;9;280;578;9;15;3500;binomial
637_fri_c1_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124162202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271230815865097;train;1.50224311833333;3;160;326;21;50;350;continuous
637_fri_c1_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124162202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42591589130483;test;1.50224311833333;3;160;326;21;50;350;continuous
529_pollen;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124202341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439903477656556;train;0.109138763333333;3;20;148;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124202341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454491448829287;test;0.109138763333333;3;20;148;4;4;2694;continuous
schizo;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551091041570793;train;1.05514383833333;3;160;326;1;13;238;multinomial
schizo;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.457647392290249;test;1.05514383833333;3;160;326;1;13;238;multinomial
650_fri_c0_500_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455586302457869;train;0.246634963333333;3;90;186;8;50;350;continuous
650_fri_c0_500_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517880352150402;test;0.246634963333333;3;90;186;8;50;350;continuous
mfeat_factors;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125153731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999412455898513;train;2.13945953166667;3;160;326;137;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125153731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998398295551907;test;2.13945953166667;3;160;326;137;137;1400;multinomial
fars;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867167201517712;train;142.083260603333;1;21;50;12;21;70678;multinomial
fars;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869267846781576;test;142.083260603333;1;21;50;12;21;70678;multinomial
663_rabe_266;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.341297045644637;train;0.0965280933333333;3;4;32;2;2;84;continuous
663_rabe_266;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.281886078464873;test;0.0965280933333333;3;4;32;2;2;84;continuous
573_cpu_act;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.273990077651111;train;3.27565224;20;324;688;3;16;5735;continuous
573_cpu_act;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.271836233259744;test;3.27565224;20;324;688;3;16;5735;continuous
cleveland;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.838352083333333;train;4.15635773833333;20;500;1040;12;13;213;multinomial
cleveland;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.68203722002635;test;4.15635773833333;20;500;1040;12;13;213;multinomial
prnn_crabs;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998161764705882;train;0.621032505;3;160;326;3;3;140;binomial
prnn_crabs;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966517857142857;test;0.621032505;3;160;326;3;3;140;binomial
heart_h;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897569265629828;train;0.551370858333333;10;48;460;3;12;206;binomial
heart_h;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935537190082645;test;0.551370858333333;10;48;460;3;12;206;binomial
557_analcatdata_apnea1;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.216613539725409;train;0.12717994835;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.193536341074176;test;0.12717994835;3;6;48;3;3;333;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125161635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827404945171742;train;0.648009006666667;10;125;480;6;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125161635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849566323992332;test;0.648009006666667;10;125;480;6;25;175;continuous
1201_BNG_breastTumor;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.895367582132745;train;37.8413495849833;0;100;200;5;9;81648;continuous
1201_BNG_breastTumor;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.898810926697662;test;37.8413495849833;0;100;200;5;9;81648;continuous
503_wind;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458396042334278;train;6.51069185;13;28;526;14;14;4602;continuous
503_wind;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457326569863495;test;6.51069185;13;28;526;14;14;4602;continuous
breast_cancer_wisconsin;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987697857219769;train;0.746140745;3;160;326;9;22;399;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977004716981132;test;0.746140745;3;160;326;9;22;399;binomial
sleep;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901631366133118;train;36.9218537166667;1;120;242;13;13;74136;multinomial
sleep;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898501181362558;test;36.9218537166667;1;120;242;13;13;74136;multinomial
agaricus_lepiota;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.18821498498333;3;20;70;20;20;5702;binomial
agaricus_lepiota;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.18821498498333;3;20;70;20;20;5702;binomial
210_cloud;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.279891832666898;train;0.328745103333333;5;10;112;4;5;76;continuous
210_cloud;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.247081966133504;test;0.328745103333333;5;10;112;4;5;76;continuous
biomed;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967320261437908;train;0.402503558333333;5;8;84;4;8;147;binomial
biomed;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87280701754386;test;0.402503558333333;5;8;84;4;8;147;binomial
634_fri_c2_100_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.738487039080668;train;0.16250023;3;45;176;5;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843933285902823;test;0.16250023;3;45;176;5;9;70;continuous
wine_quality_white;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.718060315614074;train;0.575335821666667;11;11;250;10;11;3429;multinomial
wine_quality_white;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.67714254140849;test;0.575335821666667;11;11;250;10;11;3429;multinomial
dermatology;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125110126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999743983614951;train;0.418122525;5;25;200;18;25;257;multinomial
dermatology;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125110126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948074377264661;test;0.418122525;5;25;200;18;25;257;multinomial
556_analcatdata_apnea2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.114557148502017;train;3.094002965;20;377;796;3;3;333;continuous
556_analcatdata_apnea2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197405218926063;test;3.094002965;20;377;796;3;3;333;continuous
iris;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997916666666667;train;0.66304604;3;160;326;3;3;105;multinomial
iris;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987037037037037;test;0.66304604;3;160;326;3;3;105;multinomial
hepatitis;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909891598915989;train;0.583787525;3;160;326;3;19;109;binomial
hepatitis;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.775609756097561;test;0.583787525;3;160;326;3;19;109;binomial
225_puma8NH;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.738594888736481;train;0.53851139335;3;16;110;2;8;5735;continuous
225_puma8NH;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770944478421951;test;0.53851139335;3;16;110;2;8;5735;continuous
695_chatfield_4;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.330086098009071;train;0.132993561666667;3;45;166;4;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.363519930183694;test;0.132993561666667;3;45;166;4;9;165;continuous
nikuradse_2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.760666851551449;train;0.700322055;3;160;326;1;1;254;continuous
nikuradse_2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.904628882438564;test;0.700322055;3;160;326;1;1;254;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845444816726891;train;0.111998216666667;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874153287316049;test;0.111998216666667;3;25;156;5;5;700;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494489894117427;train;0.110179266666667;3;25;156;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516479277822362;test;0.110179266666667;3;25;156;5;5;175;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803714489615786;train;0.152866348333333;3;85;176;4;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841848477322909;test;0.152866348333333;3;85;176;4;25;700;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813184881340361;train;0.762952071666667;3;50;150;7;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.907370848175722;test;0.762952071666667;3;50;150;7;25;175;continuous
645_fri_c3_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125190005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81297026376887;train;0.535399343333333;6;150;312;6;50;350;continuous
645_fri_c3_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125190005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866240317887271;test;0.535399343333333;6;150;312;6;50;350;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261187332216487;train;2.31904289333333;5;200;410;7;25;700;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356334331190351;test;2.31904289333333;5;200;410;7;25;700;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.634730953475857;train;0.58650775;9;10;186;3;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503522926257864;test;0.58650775;9;10;186;3;5;44;continuous
562_cpu_small;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170103425311536;train;19.6178090916667;7;240;494;11;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195920288537906;test;19.6178090916667;7;240;494;11;12;5735;continuous
iris;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995358995358995;train;0.0812572516666667;3;3;24;3;3;105;multinomial
iris;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995676219205631;test;0.0812572516666667;3;3;24;3;3;105;multinomial
Hill_Valley_without_noise;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.715821245307328;train;4.10509588501667;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.484771418065939;test;4.10509588501667;20;500;1040;1;1;849;binomial
581_fri_c3_500_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255661949625386;train;0.879321365;3;160;326;3;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457976232269736;test;0.879321365;3;160;326;3;25;350;continuous
saheart;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.774339003894241;train;0.868007153333333;3;160;326;9;9;324;binomial
saheart;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843349258234851;test;0.868007153333333;3;160;326;9;9;324;binomial
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815579919832043;train;0.30514151835;3;20;136;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839904504723177;test;0.30514151835;3;20;136;10;10;700;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809876282278168;train;0.12338103;3;25;156;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796272623320502;test;0.12338103;3;25;156;5;5;175;continuous
pendigits;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970008086318374;train;30.459535705;4;16;126;7;16;7695;multinomial
pendigits;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970160848376486;test;30.459535705;4;16;126;7;16;7695;multinomial
mfeat_zernike;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990364747895737;train;0.692965965;5;32;218;32;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966812771890205;test;0.692965965;5;32;218;32;32;1400;multinomial
waveform_21;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969213482120991;train;1.166842425;3;160;326;19;21;3500;multinomial
waveform_21;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969593564600499;test;1.166842425;3;160;326;19;21;3500;multinomial
695_chatfield_4;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.382999607933315;train;2.97128043333333;20;414;868;1;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.386854476269299;test;2.97128043333333;20;414;868;1;10;165;continuous
movement_libras;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986971247431434;train;0.82581407;7;21;286;10;21;252;multinomial
movement_libras;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928545783392722;test;0.82581407;7;21;286;10;21;252;multinomial
analcatdata_asbestos;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763218390804598;train;0.0541235416666667;3;3;24;1;3;59;binomial
analcatdata_asbestos;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5625;test;0.0541235416666667;3;3;24;1;3;59;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52730199256258;train;0.0378789666666667;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.462968607131972;test;0.0378789666666667;3;4;32;1;1;849;binomial
620_fri_c1_1000_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286958461183558;train;1.90296785335;3;160;326;25;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364944301451843;test;1.90296785335;3;160;326;25;25;700;continuous
542_pollution;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.512298468890142;train;0.722399008333333;3;160;326;6;10;42;continuous
542_pollution;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748459565298688;test;0.722399008333333;3;160;326;6;10;42;continuous
594_fri_c2_100_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125153621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364234671571998;train;2.270762145;15;400;830;2;5;70;continuous
594_fri_c2_100_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125153621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.57592145388464;test;2.270762145;15;400;830;2;5;70;continuous
waveform_21;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966380732309807;train;0.342366111666667;5;21;188;17;21;3500;multinomial
waveform_21;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965030231649921;test;0.342366111666667;5;21;188;17;21;3500;multinomial
643_fri_c2_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296002354701852;train;0.824537156666667;3;160;326;10;25;350;continuous
643_fri_c2_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406053393308388;test;0.824537156666667;3;160;326;10;25;350;continuous
analcatdata_aids;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.707236842105263;train;0.767092223333333;3;160;326;2;3;35;binomial
analcatdata_aids;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.666666666666667;test;0.767092223333333;3;160;326;2;3;35;binomial
573_cpu_act;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.162471321015718;train;1.64722641166667;3;160;326;16;16;5735;continuous
573_cpu_act;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.166888075587753;test;1.64722641166667;3;160;326;16;16;5735;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794807191502916;train;1.27332115666667;5;200;410;21;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883039685689158;test;1.27332115666667;5;200;410;21;25;350;continuous
prnn_crabs;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125202237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998979383547663;train;0.081588105;3;3;24;2;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125202237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99888765294772;test;0.081588105;3;3;24;2;3;140;binomial
192_vineyard;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.623774920891166;train;0.513433878333333;3;160;326;2;2;37;continuous
192_vineyard;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551818826244757;test;0.513433878333333;3;160;326;2;2;37;continuous
sonar;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124183408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892769953051643;train;1.2328253;3;57;138;32;60;146;binomial
sonar;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124183408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831196581196581;test;1.2328253;3;57;138;32;60;146;binomial
ionosphere;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91261719029557;train;1.18480294;15;127;678;20;32;246;binomial
ionosphere;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.691573926868045;test;1.18480294;15;127;678;20;32;246;binomial
german;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816047138836773;train;4.588694075;10;20;356;19;20;700;binomial
german;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.774195234113712;test;4.588694075;10;20;356;19;20;700;binomial
605_fri_c2_250_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344084814125852;train;0.783269073333333;3;160;326;5;25;175;continuous
605_fri_c2_250_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49842945813582;test;0.783269073333333;3;160;326;5;25;175;continuous
iris;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991946491946492;train;0.6080449;3;160;326;2;3;105;multinomial
iris;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993966817496229;test;0.6080449;3;160;326;2;3;105;multinomial
saheart;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799425582990398;train;0.674411466666667;10;9;184;9;9;324;binomial
saheart;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7837656529517;test;0.674411466666667;10;9;184;9;9;324;binomial
609_fri_c0_1000_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482701166581217;train;0.246415871666667;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482056959197453;test;0.246415871666667;3;10;72;5;5;700;continuous
breast_cancer_wisconsin;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999515451706687;train;1.856274475;5;22;194;16;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988797169811321;test;1.856274475;5;22;194;16;22;399;binomial
prnn_synth;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938332897831199;train;0.57333377;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934472934472934;test;0.57333377;3;160;326;2;2;175;binomial
phoneme;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988336462882388;train;6.54136555;16;372;776;5;5;3783;binomial
phoneme;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95170863074228;test;6.54136555;16;372;776;5;5;3783;binomial
562_cpu_small;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.137538010482997;train;14.1376382433333;5;200;410;8;12;5735;continuous
562_cpu_small;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165438111835258;test;14.1376382433333;5;200;410;8;12;5735;continuous
analcatdata_boxing2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125135542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85375118708452;train;0.596584626666667;3;160;326;3;3;93;binomial
analcatdata_boxing2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125135542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.598930481283422;test;0.596584626666667;3;160;326;3;3;93;binomial
prnn_crabs;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.112682755;3;4;30;4;4;140;binomial
prnn_crabs;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996606334841629;test;0.112682755;3;4;30;4;4;140;binomial
595_fri_c0_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486854545600926;train;0.311431071666667;7;50;334;7;10;700;continuous
595_fri_c0_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514654796259491;test;0.311431071666667;7;50;334;7;10;700;continuous
analcatdata_happiness;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67032967032967;train;2.26937875;11;320;662;3;3;42;multinomial
analcatdata_happiness;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701587301587302;test;2.26937875;11;320;662;3;3;42;multinomial
analcatdata_boxing1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.591198979591837;train;0.608367708333333;3;160;326;1;3;84;binomial
analcatdata_boxing1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.623376623376623;test;0.608367708333333;3;160;326;1;3;84;binomial
analcatdata_boxing2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678300094966762;train;0.478486468333333;3;160;326;1;3;93;binomial
analcatdata_boxing2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693850267379679;test;0.478486468333333;3;160;326;1;3;93;binomial
651_fri_c0_100_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.580030780499997;train;1.31471690666667;6;220;452;18;25;70;continuous
651_fri_c0_100_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788217184321197;test;1.31471690666667;6;220;452;18;25;70;continuous
210_cloud;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17479331056784;train;0.914728345;5;200;410;2;5;76;continuous
210_cloud;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265635192126954;test;0.914728345;5;200;410;2;5;76;continuous
australian;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943359854193684;train;0.17609123;3;52;166;12;14;483;binomial
australian;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913506444984121;test;0.17609123;3;52;166;12;14;483;binomial
654_fri_c0_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.519505004727861;train;0.95699597;5;20;214;10;10;350;continuous
654_fri_c0_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.541416304327714;test;0.95699597;5;20;214;10;10;350;continuous
cleveland;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811067730341019;train;0.375903326666667;9;13;226;12;13;213;multinomial
cleveland;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700740529311958;test;0.375903326666667;9;13;226;12;13;213;multinomial
634_fri_c2_100_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786794231753457;train;1.00951872333333;3;160;326;2;9;70;continuous
634_fri_c2_100_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782931305557917;test;1.00951872333333;3;160;326;2;9;70;continuous
optdigits;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999750051442747;train;31.7869241766667;2;45;96;60;62;3934;multinomial
optdigits;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999029665657284;test;31.7869241766667;2;45;96;60;62;3934;multinomial
hepatitis;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735119047619048;train;1.04013317;9;18;318;1;18;109;binomial
hepatitis;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.738961038961039;test;1.04013317;9;18;318;1;18;109;binomial
218_house_8L;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.509180554049633;train;5.96589110666667;15;320;670;6;8;15949;continuous
218_house_8L;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49008758767906;test;5.96589110666667;15;320;670;6;8;15949;continuous
lupus;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84945054945055;train;0.287802275;3;112;230;2;2;61;binomial
lupus;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875816993464052;test;0.287802275;3;112;230;2;2;61;binomial
german;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816907216494845;train;1.76739494;20;80;880;10;20;700;binomial
german;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75015047879617;test;1.76739494;20;80;880;10;20;700;binomial
579_fri_c0_250_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478518594324445;train;0.299284995016667;7;10;152;5;5;175;continuous
579_fri_c0_250_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.514830214874443;test;0.299284995016667;7;10;152;5;5;175;continuous
tae;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.698781134075252;train;0.731844760016667;3;160;326;4;4;106;multinomial
tae;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.761481481481482;test;0.731844760016667;3;160;326;4;4;106;multinomial
satimage;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9806579835207;train;35.8141179533333;3;25;126;24;25;4505;multinomial
satimage;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977656141015995;test;35.8141179533333;3;25;126;24;25;4505;multinomial
1201_BNG_breastTumor;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915639659785567;train;4.08487872331667;7;18;268;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914250012853378;test;4.08487872331667;7;18;268;9;9;81648;continuous
backache;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861305990286023;train;3.24326535;20;432;904;9;32;126;binomial
backache;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.679347826086957;test;3.24326535;20;432;904;9;32;126;binomial
643_fri_c2_500_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829582785572876;train;0.915661605;3;160;326;14;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.905624609074838;test;0.915661605;3;160;326;14;25;350;continuous
590_fri_c0_1000_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269950717901198;train;10.617229785;15;368;766;13;50;700;continuous
590_fri_c0_1000_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400003594060005;test;10.617229785;15;368;766;13;50;700;continuous
magic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124210849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866988174859724;train;3.96466417833333;5;200;410;9;9;13314;binomial
magic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124210849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868631639376087;test;3.96466417833333;5;200;410;9;9;13314;binomial
adult;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898249173604506;train;34.4628779350167;2;12;54;11;12;34190;binomial
adult;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894728544597788;test;34.4628779350167;2;12;54;11;12;34190;binomial
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126102252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820424127159535;train;0.672652888333333;3;72;150;27;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126102252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828657982374655;test;0.672652888333333;3;72;150;27;50;700;continuous
1089_USCrime;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428304872830019;train;0.993887346683333;5;200;410;8;8;33;continuous
1089_USCrime;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359038018557924;test;0.993887346683333;5;200;410;8;8;33;continuous
602_fri_c3_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800823515506762;train;0.349029991666667;8;45;376;6;9;175;continuous
602_fri_c3_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82475191146042;test;0.349029991666667;8;45;376;6;9;175;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.216983258952344;train;0.24574934335;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194091038196185;test;0.24574934335;3;6;48;3;3;333;continuous
588_fri_c4_1000_100;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82353788903332;train;1.48369105665;5;200;410;79;100;700;continuous
588_fri_c4_1000_100;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.910806281009662;test;1.48369105665;5;200;410;79;100;700;continuous
503_wind;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458156651821399;train;0.500135743333333;3;60;176;14;14;4602;continuous
503_wind;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454860465017697;test;0.500135743333333;3;60;176;14;14;4602;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748644829964136;train;0.675818716666667;3;160;326;27;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852518644153943;test;0.675818716666667;3;160;326;27;50;175;continuous
583_fri_c1_1000_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818000130443298;train;0.690584768333333;3;160;326;33;50;700;continuous
583_fri_c1_1000_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821925553812867;test;0.690584768333333;3;160;326;33;50;700;continuous
yeast;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890697996950097;train;2.453085945;6;204;420;8;8;1036;multinomial
yeast;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882391541586889;test;2.453085945;6;204;420;8;8;1036;multinomial
648_fri_c1_250_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801425337371719;train;1.935298585;9;280;578;42;50;175;continuous
648_fri_c1_250_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889970310218971;test;1.935298585;9;280;578;42;50;175;continuous
yeast;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872021844465549;train;0.262072166666667;8;8;136;5;8;1036;multinomial
yeast;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868079480651556;test;0.262072166666667;8;8;136;5;8;1036;multinomial
505_tecator;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.132603040338632;train;1.66606421166667;6;36;268;5;18;168;continuous
505_tecator;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.141085918913981;test;1.66606421166667;6;36;268;5;18;168;continuous
cars;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895897589246301;train;0.0530587616666667;3;7;50;7;7;275;multinomial
cars;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75600522875817;test;0.0530587616666667;3;7;50;7;7;275;multinomial
602_fri_c3_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187350784135329;train;2.54695745166667;15;364;758;4;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402738213759911;test;2.54695745166667;15;364;758;4;9;175;continuous
665_sleuth_case2002;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.709118198903901;train;1.63552148668333;6;220;452;4;6;103;continuous
665_sleuth_case2002;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7408022457698;test;1.63552148668333;6;220;452;4;6;103;continuous
buggyCrx;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940807823422059;train;0.670879533333333;10;56;460;8;14;483;binomial
buggyCrx;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86458945718205;test;0.670879533333333;10;56;460;8;14;483;binomial
mfeat_factors;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124202738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;25.11131868;3;66;138;135;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124202738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998822961529163;test;25.11131868;3;66;138;135;135;1400;multinomial
prnn_crabs;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998162890385793;train;0.164867628333333;5;16;160;3;4;140;binomial
prnn_crabs;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997775305895439;test;0.164867628333333;5;16;160;3;4;140;binomial
hungarian;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125204420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891807036778631;train;1.354575625;17;48;754;4;12;206;binomial
hungarian;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125204420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927443837279903;test;1.354575625;17;48;754;4;12;206;binomial
titanic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819817626404227;train;1.55508563833333;3;160;326;5;7;1545;binomial
titanic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.765175855259647;test;1.55508563833333;3;160;326;5;7;1545;binomial
612_fri_c1_1000_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243403325551706;train;1.64597027166667;13;267;560;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342346107223517;test;1.64597027166667;13;267;560;5;5;700;continuous
heart_c;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901293638135743;train;0.958766799983333;13;52;586;5;13;213;binomial
heart_c;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903469079939668;test;0.958766799983333;13;52;586;5;13;213;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125202601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983660130718954;train;0.327285023333333;3;128;262;2;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125202601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875;test;0.327285023333333;3;128;262;2;3;35;binomial
519_vinnie;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479513782551521;train;0.860499255;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470561549502955;test;0.860499255;3;160;326;1;2;266;continuous
615_fri_c4_250_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.919417585586845;train;1.30643724666667;5;200;410;2;10;175;continuous
615_fri_c4_250_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.888413176573508;test;1.30643724666667;5;200;410;2;10;175;continuous
saheart;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791429165799875;train;0.660996098333333;11;36;486;9;9;324;binomial
saheart;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796176821983274;test;0.660996098333333;11;36;486;9;9;324;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902173913043478;train;0.536726068333333;3;160;326;1;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857142857142857;test;0.536726068333333;3;160;326;1;3;93;binomial
ann_thyroid;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999990241491971;train;3.941818745;3;160;326;21;21;5040;multinomial
ann_thyroid;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999944758303473;test;3.941818745;3;160;326;21;21;5040;multinomial
cloud;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997447783461211;train;2.17929547998333;17;376;786;1;5;76;multinomial
cloud;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937940917107584;test;2.17929547998333;17;376;786;1;5;76;multinomial
599_fri_c2_1000_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809990046607769;train;0.113861973333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809340837186622;test;0.113861973333333;3;25;156;5;5;700;continuous
cleve;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936039250669045;train;0.88827518;7;13;180;12;13;213;binomial
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analcatdata_bankruptcy;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950980392156863;train;0.281368268333333;10;4;86;3;4;35;binomial
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4544_GeographicalOriginalofMusic;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.441219411436915;train;1.17836250501667;3;72;150;50;72;742;continuous
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537_houses;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602886118342238;train;0.351967991666667;7;25;318;5;5;14448;continuous
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650_fri_c0_500_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510929022153736;test;0.961641286666667;3;72;150;23;50;350;continuous
mfeat_factors;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;25.1080679133333;3;66;138;105;132;1400;multinomial
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heart_statlog;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.870463078848561;test;0.664159665;3;160;326;10;13;189;binomial
lupus;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126104757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.0634811283333333;3;8;64;1;2;61;binomial
lupus;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126104757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793939393939394;test;0.0634811283333333;3;8;64;1;2;61;binomial
678_visualizing_environmental;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.693275361994027;train;0.161742243333333;3;6;48;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.922752308922684;test;0.161742243333333;3;6;48;3;3;78;continuous
wine_quality_white;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124154644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.658129874689249;train;0.400923878333333;8;11;176;1;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124154644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.621417524436237;test;0.400923878333333;8;11;176;1;11;3429;multinomial
crx;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900796284007963;train;0.482762788333333;7;56;334;3;14;483;binomial
crx;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919303501217001;test;0.482762788333333;7;56;334;3;14;483;binomial
529_pollen;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445469669423713;train;1.663014385;6;198;408;4;4;2694;continuous
529_pollen;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.421875879675522;test;1.663014385;6;198;408;4;4;2694;continuous
641_fri_c1_500_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818766984540689;train;1.01001707166667;6;20;254;9;10;350;continuous
641_fri_c1_500_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881039294225961;test;1.01001707166667;6;20;254;9;10;350;continuous
iris;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997916666666667;train;0.15286357165;3;3;24;3;3;105;multinomial
iris;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987037037037037;test;0.15286357165;3;3;24;3;3;105;multinomial
allhyper;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991496654131556;train;0.592747478333333;8;24;280;20;24;2640;multinomial
allhyper;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981847319347319;test;0.592747478333333;8;24;280;20;24;2640;multinomial
562_cpu_small;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169111366912069;train;6.53858498166667;5;200;410;11;12;5735;continuous
562_cpu_small;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.1995621957894;test;6.53858498166667;5;200;410;11;12;5735;continuous
analcatdata_happiness;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694261294261294;train;0.488138248316667;3;160;326;1;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.64047619047619;test;0.488138248316667;3;160;326;1;3;42;multinomial
labor;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974358974358974;train;0.840314733333333;13;15;362;12;15;40;binomial
labor;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992857142857143;test;0.840314733333333;13;15;362;12;15;40;binomial
ecoli;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973150132753122;train;0.69406449;3;160;326;5;5;229;multinomial
ecoli;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96330802852542;test;0.69406449;3;160;326;5;5;229;multinomial
Hill_Valley_with_noise;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124155627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540779334695328;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124155627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.524170976574384;test;;-Inf;-Inf;;1;1;849;binomial
breast_cancer;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.767869575307496;train;0.67822124;3;160;326;7;9;201;binomial
breast_cancer;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.6781206171108;test;0.67822124;3;160;326;7;9;201;binomial
breast_cancer_wisconsin;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996436669906058;train;2.03356324;5;22;206;17;22;399;binomial
breast_cancer_wisconsin;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993699633699634;test;2.03356324;5;22;206;17;22;399;binomial
mnist;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125135441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993735260517256;train;274.628108436667;0;100;200;657;660;49000;multinomial
mnist;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125135441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992843728524474;test;274.628108436667;0;100;200;657;660;49000;multinomial
lupus;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864219114219114;train;0.108291085;5;12;128;1;3;61;binomial
lupus;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85207100591716;test;0.108291085;5;12;128;1;3;61;binomial
allrep;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93737443718228;train;33.7188748416667;5;24;210;12;24;2641;multinomial
allrep;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942889902938002;test;33.7188748416667;5;24;210;12;24;2641;multinomial
agaricus_lepiota;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.81332884166667;3;160;326;17;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.81332884166667;3;160;326;17;20;5702;binomial
heart_statlog;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890695319531953;train;0.654095076666667;9;52;426;3;13;189;binomial
heart_statlog;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852040816326531;test;0.654095076666667;9;52;426;3;13;189;binomial
195_auto_price;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230570744491299;train;0.651545308333333;3;160;326;5;10;112;continuous
195_auto_price;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372798943803186;test;0.651545308333333;3;160;326;5;10;112;continuous
cars;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993379716652743;train;2.17797020333333;12;324;672;1;7;275;multinomial
cars;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97972972972973;test;2.17797020333333;12;324;672;1;7;275;multinomial
648_fri_c1_250_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.68061527738143;train;1.45907868333333;8;244;504;28;50;175;continuous
648_fri_c1_250_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860047647511232;test;1.45907868333333;8;244;504;28;50;175;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.111421057118205;train;0.0778284683333333;3;4;32;2;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343469883228567;test;0.0778284683333333;3;4;32;2;2;47;continuous
657_fri_c2_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383722448811118;train;0.627581613333333;3;160;326;2;10;175;continuous
657_fri_c2_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.408662114398363;test;0.627581613333333;3;160;326;2;10;175;continuous
1595_poker;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.754574606421119;train;260.013063405;0;100;200;5;10;717507;continuous
1595_poker;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.754842845093787;test;260.013063405;0;100;200;5;10;717507;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806045714355592;train;1.122119025;6;20;252;9;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806412414281972;test;1.122119025;6;20;252;9;10;700;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.37068854263327;train;0.983472046666667;3;160;326;49;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.406423746967483;test;0.983472046666667;3;160;326;49;72;742;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873660703919969;train;0.76079454;3;160;326;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890554626848016;test;0.76079454;3;160;326;5;5;350;continuous
heart_c;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931043710972346;train;1.12142925;7;224;462;13;13;213;binomial
heart_c;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857001484413657;test;1.12142925;7;224;462;13;13;213;binomial
648_fri_c1_250_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.704595860864633;train;1.75008605833333;8;260;536;17;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864722810586611;test;1.75008605833333;8;260;536;17;50;175;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124183753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838382167623318;train;0.287380393333333;3;10;72;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124183753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829933441091017;test;0.287380393333333;3;10;72;5;5;350;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125113604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196984550133342;train;2.88720745;18;436;908;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125113604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282412012519348;test;2.88720745;18;436;908;5;5;700;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793253823536616;train;0.226251766666667;7;20;304;4;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846646820891638;test;0.226251766666667;7;20;304;4;4;175;continuous
mfeat_morphological;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915603363761704;train;0.484639295;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915657583780895;test;0.484639295;3;2;16;2;2;1400;multinomial
537_houses;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.576916808546641;train;0.20050891335;3;30;164;6;6;14448;continuous
537_houses;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580152079251263;test;0.20050891335;3;30;164;6;6;14448;continuous
phoneme;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804690549134994;train;0.450901505;3;5;36;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.797878976918278;test;0.450901505;3;5;36;5;5;3783;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999865403251857;train;1.54421972833333;6;220;452;16;22;399;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988354952830189;test;1.54421972833333;6;220;452;16;22;399;binomial
credit_a;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931044366466317;train;0.927643416666667;3;160;326;10;14;483;binomial
credit_a;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891860026410111;test;0.927643416666667;3;160;326;10;14;483;binomial
mfeat_morphological;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916558302030684;train;3.67275493166667;5;200;410;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915837143758341;test;3.67275493166667;5;200;410;2;2;1400;multinomial
analcatdata_lawsuit;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996240601503759;train;0.586541095;3;160;326;4;4;185;binomial
analcatdata_lawsuit;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.586541095;3;160;326;4;4;185;binomial
620_fri_c1_1000_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125102433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862750805184625;train;2.269319395;20;331;702;11;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125102433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814681658102679;test;2.269319395;20;331;702;11;25;700;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80948202064123;train;2.75259563333333;12;50;528;12;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.90353626109063;test;2.75259563333333;12;50;528;12;25;175;continuous
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980263157894737;train;0.0717741533333333;3;12;82;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962962962962963;test;0.0717741533333333;3;12;82;3;3;35;binomial
601_fri_c1_250_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79757964148458;train;0.768677669983333;3;160;326;5;5;175;continuous
601_fri_c1_250_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795046859726262;test;0.768677669983333;3;160;326;5;5;175;continuous
heart_c;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125190742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922613737734166;train;2.162557425;11;320;662;13;13;213;binomial
heart_c;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125190742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916625432953983;test;2.162557425;11;320;662;13;13;213;binomial
665_sleuth_case2002;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.779441630278366;train;0.877869423333333;3;160;326;2;6;103;continuous
665_sleuth_case2002;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.661278800114721;test;0.877869423333333;3;160;326;2;6;103;continuous
colic;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.884100659537683;train;1.06852485833333;14;87;636;5;22;258;binomial
colic;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919104369808595;test;1.06852485833333;14;87;636;5;22;258;binomial
sonar;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.29741322166667;20;492;1024;37;60;146;binomial
sonar;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901587301587302;test;4.29741322166667;20;492;1024;37;60;146;binomial
cloud;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996126385336743;train;0.611714493333333;3;160;326;1;6;76;multinomial
cloud;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934964726631393;test;0.611714493333333;3;160;326;1;6;76;multinomial
pendigits;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997548302125621;train;18.4763445866667;7;224;462;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997542087246968;test;18.4763445866667;7;224;462;16;16;7695;multinomial
537_houses;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.604984244597922;train;1.92880327333333;6;10;128;5;5;14448;continuous
537_houses;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.599197565800211;test;1.92880327333333;6;10;128;5;5;14448;continuous
195_auto_price;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.414943184705361;train;0.709231368333333;12;50;554;4;10;112;continuous
195_auto_price;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.387641039008794;test;0.709231368333333;12;50;554;4;10;112;continuous
1030_ERA;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.775340055633079;train;0.63327292;3;160;326;2;4;700;continuous
1030_ERA;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810816852593796;test;0.63327292;3;160;326;2;4;700;continuous
218_house_8L;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504703655903892;train;0.618708946666667;11;40;502;8;8;15949;continuous
218_house_8L;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503074038925054;test;0.618708946666667;11;40;502;8;8;15949;continuous
analcatdata_aids;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950657894736842;train;2.12626884;11;320;662;3;3;35;binomial
analcatdata_aids;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.666666666666667;test;2.12626884;11;320;662;3;3;35;binomial
611_fri_c3_100_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272515760521346;train;1.68111504166667;10;300;620;4;4;70;continuous
611_fri_c3_100_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537173180410751;test;1.68111504166667;10;300;620;4;4;70;continuous
sonar;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125132609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896396396396396;train;2.40969889166667;7;59;306;21;59;146;binomial
sonar;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125132609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798918918918919;test;2.40969889166667;7;59;306;21;59;146;binomial
633_fri_c0_500_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507155462052642;train;0.572148403333333;8;125;396;16;25;350;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.548622423687405;test;0.572148403333333;8;125;396;16;25;350;continuous
527_analcatdata_election2000;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.41328512958668;train;1.17952747666667;7;224;462;1;2;47;continuous
527_analcatdata_election2000;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.392642715266576;test;1.17952747666667;7;224;462;1;2;47;continuous
643_fri_c2_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202876348774159;train;2.75091259;13;352;730;4;25;350;continuous
643_fri_c2_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368912463381168;test;2.75091259;13;352;730;4;25;350;continuous
mfeat_zernike;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987714259887798;train;4.507708225;6;220;452;24;32;1400;multinomial
mfeat_zernike;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977491325024818;test;4.507708225;6;220;452;24;32;1400;multinomial
ionosphere;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124213031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997953133822699;train;1.09693279;5;200;410;28;32;246;binomial
ionosphere;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124213031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965202982601491;test;1.09693279;5;200;410;28;32;246;binomial
analcatdata_boxing2;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126092314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.711775878442545;train;0.67954743;3;160;326;3;3;93;binomial
analcatdata_boxing2;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126092314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.622994652406417;test;0.67954743;3;160;326;3;3;93;binomial
633_fri_c0_500_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507445645815339;train;0.192745251666667;3;90;186;18;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539042962800362;test;0.192745251666667;3;90;186;18;25;350;continuous
505_tecator;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0933386532813874;train;0.214579645016667;3;83;186;15;18;168;continuous
505_tecator;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0761420272563697;test;0.214579645016667;3;83;186;15;18;168;continuous
wine_quality_white;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643287367689707;train;0.234186023333333;5;11;112;4;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.58538195012867;test;0.234186023333333;5;11;112;4;11;3429;multinomial
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841546602219802;train;0.210271451666667;3;90;186;13;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827087479149962;test;0.210271451666667;3;90;186;13;50;700;continuous
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126111821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52730199256258;train;0.0388966883333333;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126111821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.462968607131972;test;0.0388966883333333;3;4;32;1;1;849;binomial
phoneme;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796140585029474;train;0.884354765;6;5;66;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.791051704524605;test;0.884354765;6;5;66;5;5;3783;binomial
analcatdata_boxing2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851614434947768;train;0.508845888333333;3;160;326;2;3;93;binomial
analcatdata_boxing2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.685828877005348;test;0.508845888333333;3;160;326;2;3;93;binomial
1595_poker;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815724791985238;train;30.7107050133333;1;20;56;4;10;717507;continuous
1595_poker;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816291469514649;test;30.7107050133333;1;20;56;4;10;717507;continuous
sleep;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892633580163661;train;2.43413990166667;3;13;82;13;13;74136;multinomial
sleep;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891135627859882;test;2.43413990166667;3;13;82;13;13;74136;multinomial
vehicle;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995030633306439;train;0.926320505;3;160;326;13;13;593;multinomial
vehicle;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926170179027322;test;0.926320505;3;160;326;13;13;593;multinomial
cmc;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.730281811390071;train;0.191939953333333;7;9;134;8;9;1032;multinomial
cmc;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.726586798929233;test;0.191939953333333;7;9;134;8;9;1032;multinomial
344_mv;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454883093769641;train;1.28455991833333;3;18;122;7;9;28538;continuous
344_mv;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452739978001268;test;1.28455991833333;3;18;122;7;9;28538;continuous
cleveland;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6983745613361;train;5.08791685166667;10;13;264;7;13;213;multinomial
cleveland;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.705552340534979;test;5.08791685166667;10;13;264;7;13;213;multinomial
633_fri_c0_500_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508894124588886;train;1.425436525;7;50;318;23;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528188131642612;test;1.425436525;7;50;318;23;25;350;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46744446696128;train;0.110969866666667;3;25;166;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.562897518583085;test;0.110969866666667;3;25;166;5;5;70;continuous
659_sleuth_ex1714;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.366520108574356;train;1.13689239666667;8;244;504;1;1;33;continuous
659_sleuth_ex1714;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487925644778745;test;1.13689239666667;8;244;504;1;1;33;continuous
analcatdata_bankruptcy;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980392156862745;train;0.04840079;3;12;54;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946428571428571;test;0.04840079;3;12;54;3;3;35;binomial
613_fri_c3_250_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793477449831961;train;0.81390832;3;160;326;4;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807353351415117;test;0.81390832;3;160;326;4;5;175;continuous
228_elusage;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.309852689483911;train;0.0307108316666667;3;5;40;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507293391570117;test;0.0307108316666667;3;5;40;1;1;39;continuous
confidence;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905925925925926;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
dis;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.640495937002597;train;11.1997165733333;14;25;508;4;25;2641;binomial
dis;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759606791778374;test;11.1997165733333;14;25;508;4;25;2641;binomial
haberman;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.803798961774422;train;1.49201262166667;9;280;578;3;3;215;binomial
haberman;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.647107897664071;test;1.49201262166667;9;280;578;3;3;215;binomial
wine_quality_white;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125185008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.639395779421712;train;0.979388936666667;3;11;64;1;11;3429;multinomial
wine_quality_white;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125185008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.586973364312684;test;0.979388936666667;3;11;64;1;11;3429;multinomial
phoneme;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986616669243853;train;5.61139493666667;12;308;640;5;5;3783;binomial
phoneme;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950168928274716;test;5.61139493666667;12;308;640;5;5;3783;binomial
598_fri_c0_1000_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483076337012332;train;0.299379706666667;5;121;260;22;25;700;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541835326624925;test;0.299379706666667;5;121;260;22;25;700;continuous
cleveland;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.582246462698343;train;4.915483395;9;13;238;1;13;213;multinomial
cleveland;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.59666761809619;test;4.915483395;9;13;238;1;13;213;multinomial
analcatdata_bankruptcy;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.238726206666667;5;24;242;5;6;35;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946428571428571;test;0.238726206666667;5;24;242;5;6;35;binomial
fars;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913320182837739;train;38.2392138966667;1;120;242;21;21;70678;multinomial
fars;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911193857354877;test;38.2392138966667;1;120;242;21;21;70678;multinomial
654_fri_c0_500_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522650275301877;train;1.43908907;5;200;410;8;10;350;continuous
654_fri_c0_500_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528104742839768;test;1.43908907;5;200;410;8;10;350;continuous
227_cpu_small;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190820179227227;train;3.71557395166667;3;160;326;10;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22566462755748;test;3.71557395166667;3;160;326;10;12;5735;continuous
637_fri_c1_500_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125205624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843361603032768;train;0.768562923333333;3;160;326;10;50;350;continuous
637_fri_c1_500_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125205624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89191377174512;test;0.768562923333333;3;160;326;10;50;350;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867255784495028;train;0.275410926666667;7;25;330;1;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891348414968881;test;0.275410926666667;7;25;330;1;5;70;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833590203895553;train;0.68333178;3;20;132;10;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821842825470753;test;0.68333178;3;20;132;10;10;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208457288732542;train;2.39695878166667;10;300;620;5;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3316384724249;test;2.39695878166667;10;300;620;5;50;350;continuous
adult;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898065949893624;train;4.04753148;8;48;376;9;12;34190;binomial
adult;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894060767511481;test;4.04753148;8;48;376;9;12;34190;binomial
615_fri_c4_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126101219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296408795130497;train;1.17867411166667;5;200;410;8;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126101219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456349600519728;test;1.17867411166667;5;200;410;8;10;175;continuous
663_rabe_266;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0830703514640798;train;1.35650859666667;8;260;536;2;2;84;continuous
663_rabe_266;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.101914971622267;test;1.35650859666667;8;260;536;2;2;84;continuous
breast;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994356723479451;train;0.816252928333333;3;10;64;7;10;490;binomial
breast;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997695410024966;test;0.816252928333333;3;10;64;7;10;490;binomial
641_fri_c1_500_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830715037531975;train;0.326198825;7;50;334;5;10;350;continuous
641_fri_c1_500_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.906880452139856;test;0.326198825;7;50;334;5;10;350;continuous
analcatdata_bankruptcy;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983660130718954;train;0.178072275;5;16;184;3;4;35;binomial
analcatdata_bankruptcy;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928571428571429;test;0.178072275;5;16;184;3;4;35;binomial
612_fri_c1_1000_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173684222915752;train;2.90830366333333;14;348;724;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297310975774813;test;2.90830366333333;14;348;724;5;5;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830355151193053;train;0.633991601666667;8;190;396;7;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847576496117448;test;0.633991601666667;8;190;396;7;50;700;continuous
344_mv;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126104757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0382240454996479;train;13.4719960833333;3;160;326;5;9;28538;continuous
344_mv;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126104757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0400240602470441;test;13.4719960833333;3;160;326;5;9;28538;continuous
712_chscase_geyser1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.57597283830058;train;0.14852020665;6;10;140;2;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509384629450775;test;0.14852020665;6;10;140;2;2;156;continuous
waveform_21;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97896514502452;train;3.82197095;3;160;326;17;21;3500;multinomial
waveform_21;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968523578590183;test;3.82197095;3;160;326;17;21;3500;multinomial
letter;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977902533311255;train;65.1012747916667;1;16;42;15;16;14000;multinomial
letter;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977500649091759;test;65.1012747916667;1;16;42;15;16;14000;multinomial
credit_a;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9284647187576;train;0.57690196;8;56;376;8;14;483;binomial
credit_a;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907470288624788;test;0.57690196;8;56;376;8;14;483;binomial
phoneme;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816178805067694;train;0.132938303333333;3;20;104;5;5;3783;binomial
phoneme;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807874940369161;test;0.132938303333333;3;20;104;5;5;3783;binomial
allrep;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965455074337427;train;2.637086725;6;188;388;9;24;2641;multinomial
allrep;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923053334494089;test;2.637086725;6;188;388;9;24;2641;multinomial
712_chscase_geyser1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395377745216636;train;0.515225095;3;160;326;1;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525536215015821;test;0.515225095;3;160;326;1;2;156;continuous
227_cpu_small;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.152377094522953;train;23.3543265183333;9;280;578;9;12;5735;continuous
227_cpu_small;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183977047157368;test;23.3543265183333;9;280;578;9;12;5735;continuous
analcatdata_aids;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967105263157895;train;0.209806335;7;12;156;3;3;35;binomial
analcatdata_aids;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.555555555555556;test;0.209806335;7;12;156;3;3;35;binomial
contraceptive;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724542579742323;train;0.93776382165;3;160;326;8;9;1032;multinomial
contraceptive;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.68440814649831;test;0.93776382165;3;160;326;8;9;1032;multinomial
mnist;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124190207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994329642112444;train;214.347938038333;0;5;10;521;525;49000;multinomial
mnist;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124190207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992598680150433;test;214.347938038333;0;5;10;521;525;49000;multinomial
nikuradse_2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840871117831297;train;0.811340908333333;3;160;326;0;1;254;continuous
nikuradse_2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743468290883518;test;0.811340908333333;3;160;326;0;1;254;continuous
clean2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969754673267955;train;0.9577078;6;140;292;85;106;4619;binomial
clean2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955649599185229;test;0.9577078;6;140;292;85;106;4619;binomial
wine_quality_white;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.616664202258412;train;21.1301762033333;7;11;156;5;11;3429;multinomial
wine_quality_white;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642698760985681;test;21.1301762033333;7;11;156;5;11;3429;multinomial
profb;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.66632753730423;train;0.669149113333333;12;36;536;3;9;471;binomial
profb;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.653250270855905;test;0.669149113333333;12;36;536;3;9;471;binomial
647_fri_c1_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126105306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85002989079466;train;0.597905831666667;11;50;502;9;10;175;continuous
647_fri_c1_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126105306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782070803477159;test;0.597905831666667;11;50;502;9;10;175;continuous
saheart;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768026234884198;train;1.77294955666667;13;9;240;9;9;324;binomial
saheart;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833291425697762;test;1.77294955666667;13;9;240;9;9;324;binomial
flags;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852426561533705;train;3.47855449166667;5;39;222;21;39;125;multinomial
flags;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.698549382716049;test;3.47855449166667;5;39;222;21;39;125;multinomial
flags;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824203947368421;train;2.07754673;11;320;662;17;36;125;multinomial
flags;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.641458333333333;test;2.07754673;11;320;662;17;36;125;multinomial
coil2000;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.737057146675635;train;3.33649085666667;8;132;376;5;59;6876;binomial
coil2000;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.711810243551753;test;3.33649085666667;8;132;376;5;59;6876;binomial
ann_thyroid;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124211103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99716818028388;train;2.57877357166667;3;160;326;21;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124211103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995676903019643;test;2.57877357166667;3;160;326;21;21;5040;multinomial
612_fri_c1_1000_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829850804281216;train;0.251432873333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.890256161183806;test;0.251432873333333;3;10;72;5;5;700;continuous
Hill_Valley_with_noise;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.655512269836513;train;2.75816300833333;9;280;578;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.494019429265331;test;2.75816300833333;9;280;578;1;1;849;binomial
pima;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850110884679933;train;0.442041978333333;3;8;56;8;8;538;binomial
pima;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.806219681219681;test;0.442041978333333;3;8;56;8;8;538;binomial
glass;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125092429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890042293973867;train;1.380636675;7;9;130;4;9;144;multinomial
glass;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125092429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865115079365079;test;1.380636675;7;9;130;4;9;144;multinomial
contraceptive;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.591587649293494;train;0.0705938783333333;3;9;60;1;9;1032;multinomial
contraceptive;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.604600011636848;test;0.0705938783333333;3;9;60;1;9;1032;multinomial
dis;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976657533109146;train;3.26613421166667;9;280;578;1;24;2641;binomial
dis;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851093951093951;test;3.26613421166667;9;280;578;1;24;2641;binomial
522_pm10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845452284742436;train;1.412365425;9;14;248;4;7;350;continuous
522_pm10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833029622161112;test;1.412365425;9;14;248;4;7;350;continuous
192_vineyard;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530974295616425;train;0.0532027566666667;3;4;32;2;2;37;continuous
192_vineyard;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.574191086037013;test;0.0532027566666667;3;4;32;2;2;37;continuous
crx;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125203810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915441433872436;train;0.484913763333333;8;52;376;5;13;483;binomial
crx;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125203810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916915887850467;test;0.484913763333333;8;52;376;5;13;483;binomial
633_fri_c0_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272396623752328;train;4.18534493;20;396;834;6;25;350;continuous
633_fri_c0_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485562219042776;test;4.18534493;20;396;834;6;25;350;continuous
1196_BNG_pharynx;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124201715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.673603445186679;train;328.38656865;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124201715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.674542565308954;test;328.38656865;0;100;200;5;10;700000;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459903640687575;train;0.11170813;3;25;156;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.43257583160827;test;0.11170813;3;25;156;5;5;350;continuous
542_pollution;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.660753699722835;train;0.583170851666667;9;50;418;6;10;42;continuous
542_pollution;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.640483226460356;test;0.583170851666667;9;50;418;6;10;42;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.327893715399764;train;2.089364375;20;260;560;2;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.334119977076663;test;2.089364375;20;260;560;2;9;165;continuous
breast;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.413652686666667;6;36;284;7;9;490;binomial
breast;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990014715156611;test;0.413652686666667;6;36;284;7;9;490;binomial
573_cpu_act;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125155823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.111891265926193;train;19.4868962983333;13;324;674;9;16;5735;continuous
573_cpu_act;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125155823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.134558013479675;test;19.4868962983333;13;324;674;9;16;5735;continuous
crx;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917944329968917;train;0.478186113333333;7;52;334;5;13;483;binomial
crx;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913358921550271;test;0.478186113333333;7;52;334;5;13;483;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.53952393640643;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.526546250684182;test;;-Inf;-Inf;;1;1;849;binomial
cars;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886097227562049;train;1.38023960666667;6;220;452;7;7;275;multinomial
cars;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773301960784314;test;1.38023960666667;6;220;452;7;7;275;multinomial
sonar;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939752252252252;train;4.234395775;12;60;516;25;60;146;binomial
sonar;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83027027027027;test;4.234395775;12;60;516;25;60;146;binomial
irish;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847804588607595;train;0.900393405;5;200;410;3;4;350;binomial
irish;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895439680232558;test;0.900393405;5;200;410;3;4;350;binomial
581_fri_c3_500_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840312030674687;train;0.886159613333333;5;50;234;5;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817592044991892;test;0.886159613333333;5;50;234;5;25;350;continuous
644_fri_c4_250_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784267646041711;train;1.13505683;5;48;234;17;24;175;continuous
644_fri_c4_250_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.886059641451009;test;1.13505683;5;48;234;17;24;175;continuous
analcatdata_cyyoung9302;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903061224489796;train;0.501046893316667;11;6;142;3;6;65;binomial
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230_machine_cpu;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.290053312667906;train;0.438291348333333;5;12;136;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.210800836877101;test;0.438291348333333;5;12;136;6;6;147;continuous
buggyCrx;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941599807169175;train;0.19163727335;3;52;166;11;13;483;binomial
buggyCrx;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854595336076818;test;0.19163727335;3;52;166;11;13;483;binomial
1193_BNG_lowbwt;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.56985574370078;train;16.699407435;12;340;704;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.596793805630385;test;16.699407435;12;340;704;9;9;21773;continuous
yeast;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872517356377943;train;6.35852758333333;7;8;120;8;8;1036;multinomial
yeast;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863192677514848;test;6.35852758333333;7;8;120;8;8;1036;multinomial
letter;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95153213895839;train;3.99688844833333;7;16;212;9;16;14000;multinomial
letter;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950056864372118;test;3.99688844833333;7;16;212;9;16;14000;multinomial
credit_a;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929101515308412;train;0.916565171666667;3;160;326;14;14;483;binomial
credit_a;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911812921890068;test;0.916565171666667;3;160;326;14;14;483;binomial
658_fri_c3_250_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831822743939256;train;0.414627196666667;7;125;354;5;25;175;continuous
658_fri_c3_250_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843737674760731;test;0.414627196666667;7;125;354;5;25;175;continuous
618_fri_c3_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232057653778168;train;3.00575646666667;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329281427994823;test;3.00575646666667;3;160;326;5;50;700;continuous
197_cpu_act;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.324877471832486;train;3.56099862333333;10;34;416;4;17;5735;continuous
197_cpu_act;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326826061651577;test;3.56099862333333;10;34;416;4;17;5735;continuous
saheart;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126103931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783815269398794;train;0.47147529;9;36;400;6;9;324;binomial
saheart;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126103931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.782795698924731;test;0.47147529;9;36;400;6;9;324;binomial
diabetes;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834582731213873;train;0.261835416666667;3;8;56;8;8;538;binomial
diabetes;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850051264524949;test;0.261835416666667;3;8;56;8;8;538;binomial
678_visualizing_environmental;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.719474017768324;train;0.215581781666667;5;6;72;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769886502850758;test;0.215581781666667;5;6;72;3;3;78;continuous
616_fri_c4_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213938900366647;train;2.60669123;12;334;692;5;50;350;continuous
616_fri_c4_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33658918610036;test;2.60669123;12;334;692;5;50;350;continuous
581_fri_c3_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82713170265702;train;2.34602194333333;20;288;616;6;25;350;continuous
581_fri_c3_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819392760120555;test;2.34602194333333;20;288;616;6;25;350;continuous
230_machine_cpu;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.140361529886843;train;3.46526974833333;20;452;944;3;6;147;continuous
230_machine_cpu;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28925982816718;test;3.46526974833333;20;452;944;3;6;147;continuous
627_fri_c2_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126102126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822373476001297;train;1.50829483;6;204;420;3;10;350;continuous
627_fri_c2_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126102126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852098351843242;test;1.50829483;6;204;420;3;10;350;continuous
magic;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867198044308845;train;4.909117825;6;9;108;9;9;13314;binomial
magic;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862660654123976;test;4.909117825;6;9;108;9;9;13314;binomial
penguins;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.672239481666667;3;160;326;5;7;241;multinomial
penguins;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.672239481666667;3;160;326;5;7;241;multinomial
192_vineyard;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390890376685586;train;0.627218736666667;3;160;326;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;1.1343322978514;test;0.627218736666667;3;160;326;1;1;37;continuous
618_fri_c3_1000_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267318657537117;train;1.78675339833333;3;160;326;10;50;700;continuous
618_fri_c3_1000_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357770743390903;test;1.78675339833333;3;160;326;10;50;700;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914679035330439;train;1.15978456;3;18;120;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916055213788071;test;1.15978456;3;18;120;9;9;81648;continuous
allhypo;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962099222261535;train;3.92151147666667;12;276;576;3;24;2639;multinomial
allhypo;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921519018925359;test;3.92151147666667;12;276;576;3;24;2639;multinomial
624_fri_c0_100_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125200435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.588282606877121;train;1.49591678166667;7;240;494;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125200435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480399013839009;test;1.49591678166667;7;240;494;5;5;70;continuous
irish;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124161937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846436577004219;train;0.728791578333333;12;4;102;4;4;350;binomial
irish;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124161937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893168604651163;test;0.728791578333333;12;4;102;4;4;350;binomial
653_fri_c0_250_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124163714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472253013977278;train;0.621565540016667;5;50;234;25;25;175;continuous
653_fri_c0_250_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124163714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481568552529007;test;0.621565540016667;5;50;234;25;25;175;continuous
201_pol;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147702377607663;train;26.0384757483333;17;373;780;22;26;10500;continuous
201_pol;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166110807360189;test;26.0384757483333;17;373;780;22;26;10500;continuous
contraceptive;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.726234215985857;train;0.0697281716666667;3;9;62;9;9;1032;multinomial
contraceptive;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678503873176004;test;0.0697281716666667;3;9;62;9;9;1032;multinomial
clean1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.806881271666667;3;34;74;2;96;334;binomial
clean1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.806881271666667;3;34;74;2;96;334;binomial
crx;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908767855271889;train;1.15170730666667;6;220;452;5;13;483;binomial
crx;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923609810896836;test;1.15170730666667;6;220;452;5;13;483;binomial
631_fri_c1_500_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805062598796862;train;0.0955600233333333;3;25;156;5;5;350;continuous
631_fri_c1_500_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876922640723781;test;0.0955600233333333;3;25;156;5;5;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125185435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.546435676809957;train;1.37171966333333;5;200;410;8;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125185435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.595756011688274;test;1.37171966333333;5;200;410;8;10;350;continuous
643_fri_c2_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124175056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850750814443599;train;0.44276974;7;125;354;7;25;350;continuous
643_fri_c2_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124175056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.906304162077562;test;0.44276974;7;125;354;7;25;350;continuous
631_fri_c1_500_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236264644520998;train;1.96285916166667;20;333;706;5;5;350;continuous
631_fri_c1_500_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382475786188514;test;1.96285916166667;20;333;706;5;5;350;continuous
adult;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893529158275811;train;22.855003705;13;232;490;10;12;34190;binomial
adult;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890125872907464;test;22.855003705;13;232;490;10;12;34190;binomial
colic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88759044630851;train;1.295370495;6;22;210;2;22;258;binomial
colic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857168652943301;test;1.295370495;6;22;210;2;22;258;binomial
analcatdata_aids;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786184210526316;train;0.276541521666667;12;12;296;3;3;35;binomial
analcatdata_aids;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.407407407407407;test;0.276541521666667;12;12;296;3;3;35;binomial
ann_thyroid;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994356899741438;train;0.61090118;7;21;244;5;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990152638684279;test;0.61090118;7;21;244;5;21;5040;multinomial
spambase;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986899268553136;train;1.24683226833333;3;160;326;54;54;3221;binomial
spambase;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97874663081586;test;1.24683226833333;3;160;326;54;54;3221;binomial
228_elusage;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.397719963944709;train;0.0468177866666667;3;5;40;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399833873793536;test;0.0468177866666667;3;5;40;1;1;39;continuous
cars;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856316137566138;train;1.25614381998333;8;212;440;7;7;275;multinomial
cars;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760174304739522;test;1.25614381998333;8;212;440;7;7;275;multinomial
clean1;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.166836616666667;3;52;110;1;89;334;binomial
clean1;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.166836616666667;3;52;110;1;89;334;binomial
1030_ERA;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777715924802706;train;0.608653461666667;3;160;326;2;4;700;continuous
1030_ERA;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794158024665637;test;0.608653461666667;3;160;326;2;4;700;continuous
nikuradse_1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.187165119067828;train;0.13512303;5;10;120;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.185692982211108;test;0.13512303;5;10;120;2;2;254;continuous
allhypo;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124172804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859390364307869;train;2.15762670333333;3;160;326;24;24;2639;multinomial
allhypo;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124172804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785131792219637;test;2.15762670333333;3;160;326;24;24;2639;multinomial
titanic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821453139431977;train;0.672087398333333;12;28;442;7;7;1545;binomial
titanic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.795449403537639;test;0.672087398333333;12;28;442;7;7;1545;binomial
712_chscase_geyser1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.572669224146624;train;0.181217726666667;8;10;180;2;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515233100902798;test;0.181217726666667;8;10;180;2;2;156;continuous
hungarian;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900521648408972;train;1.61019394333333;8;12;196;9;12;206;binomial
hungarian;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901617250673855;test;1.61019394333333;8;12;196;9;12;206;binomial
credit_a;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930464267083985;train;0.887588873333333;3;160;326;13;13;483;binomial
credit_a;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949868198079458;test;0.887588873333333;3;160;326;13;13;483;binomial
537_houses;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.523706196882533;train;6.75061696333333;3;160;326;5;5;14448;continuous
537_houses;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.53617655861125;test;6.75061696333333;3;160;326;5;5;14448;continuous
1089_USCrime;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.377585909155901;train;0.146912918333333;6;6;84;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494008234008712;test;0.146912918333333;6;6;84;3;3;33;continuous
adult;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900251414097211;train;34.75171183335;4;12;96;12;12;34190;binomial
adult;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894185070227083;test;34.75171183335;4;12;96;12;12;34190;binomial
spectf;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99872425733552;train;2.26682714835;12;340;704;30;44;245;binomial
spectf;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929330065359477;test;2.26682714835;12;340;704;30;44;245;binomial
583_fri_c1_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246596128593218;train;2.27385516166667;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363228448383942;test;2.27385516166667;3;160;326;5;50;700;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.245146123124686;train;0.084649695;3;15;118;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508585394742816;test;0.084649695;3;15;118;0;3;333;continuous
678_visualizing_environmental;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.748172961114848;train;0.237298946666667;10;15;266;3;3;78;continuous
678_visualizing_environmental;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790037396775986;test;0.237298946666667;10;15;266;3;3;78;continuous
wine_quality_white;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.676269674685949;train;5.875134065;8;212;440;8;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.606440608414154;test;5.875134065;8;212;440;8;11;3429;multinomial
sonar;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.807793427230047;train;1.58366670333333;10;284;588;4;60;146;binomial
sonar;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.754273504273504;test;1.58366670333333;10;284;588;4;60;146;binomial
596_fri_c2_250_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805900693219405;train;0.326490608333333;5;10;112;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841007095320907;test;0.326490608333333;5;10;112;5;5;175;continuous
ecoli;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996677977182832;train;0.673699668333333;3;160;326;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972242562929062;test;0.673699668333333;3;160;326;5;6;229;multinomial
706_sleuth_case1202;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.514610460930759;train;1.31063314166667;6;220;452;6;6;66;continuous
706_sleuth_case1202;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.649169008977761;test;1.31063314166667;6;220;452;6;6;66;continuous
603_fri_c0_250_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.426361967935345;train;0.696958763333333;10;214;448;26;50;175;continuous
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612_fri_c1_1000_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144388329441853;train;2.12439918333333;6;220;452;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263719694063695;test;2.12439918333333;6;220;452;5;5;700;continuous
penguins;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999004069552349;train;0.701722263333333;3;160;326;7;7;241;multinomial
penguins;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.701722263333333;3;160;326;7;7;241;multinomial
cleve;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948897973693566;train;0.531522123333333;8;52;370;10;13;213;binomial
cleve;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862120457939273;test;0.531522123333333;8;52;370;10;13;213;binomial
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.383936088483516;train;1.74970940833333;6;128;276;64;71;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.385675988040968;test;1.74970940833333;6;128;276;64;71;742;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821142094816223;train;0.688027891666667;3;20;134;9;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819758219743437;test;0.688027891666667;3;20;134;9;10;350;continuous
519_vinnie;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489792547886287;train;0.0577712983333333;3;10;80;1;2;266;continuous
519_vinnie;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439384139826013;test;0.0577712983333333;3;10;80;1;2;266;continuous
537_houses;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604107810881269;train;0.353490616666667;6;25;282;5;5;14448;continuous
537_houses;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.59547720723672;test;0.353490616666667;6;25;282;5;5;14448;continuous
618_fri_c3_1000_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831702627375023;train;0.20519638165;3;90;186;7;50;700;continuous
618_fri_c3_1000_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888124279928585;test;0.20519638165;3;90;186;7;50;700;continuous
calendarDOW;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904074803842116;train;3.015712995;20;409;858;11;14;280;multinomial
calendarDOW;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794165391080683;test;3.015712995;20;409;858;11;14;280;multinomial
635_fri_c0_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537795643983468;train;1.11979082666667;3;160;326;5;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526623228423847;test;1.11979082666667;3;160;326;5;10;175;continuous
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sonar;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.940178288333333;3;160;326;60;60;146;binomial
sonar;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876068376068376;test;0.940178288333333;3;160;326;60;60;146;binomial
192_vineyard;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.596073081278348;train;0.147092425;7;4;64;1;2;37;continuous
192_vineyard;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.594042255344048;test;0.147092425;7;4;64;1;2;37;continuous
hepatitis;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82183908045977;train;0.724880266666667;10;76;468;7;19;109;binomial
hepatitis;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811111111111111;test;0.724880266666667;10;76;468;7;19;109;binomial
yeast;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892259523503809;train;3.98118630166667;9;280;578;8;8;1036;multinomial
yeast;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886330132524077;test;3.98118630166667;9;280;578;8;8;1036;multinomial
texture;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999978055885837;train;0.456497495;3;12;82;12;12;3850;multinomial
texture;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992508440046674;test;0.456497495;3;12;82;12;12;3850;multinomial
654_fri_c0_500_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125184640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533879807283669;train;0.215546601666667;5;50;250;6;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125184640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.554568415054675;test;0.215546601666667;5;50;250;6;10;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825399164258736;train;0.189286643333333;3;90;186;3;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856420801082059;test;0.189286643333333;3;90;186;3;25;350;continuous
heart_statlog;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945214821550352;train;2.117250575;11;13;278;10;13;189;binomial
heart_statlog;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872235872235872;test;2.117250575;11;13;278;10;13;189;binomial
621_fri_c0_100_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513251876578965;train;1.375919825;8;228;472;8;10;70;continuous
621_fri_c0_100_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539245721449934;test;1.375919825;8;228;472;8;10;70;continuous
561_cpu;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.17047261820495;train;1.68115102665;10;252;524;5;7;147;continuous
561_cpu;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.212105551400994;test;1.68115102665;10;252;524;5;7;147;continuous
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906887755102041;train;0.877035798333333;5;184;378;5;7;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.877035798333333;5;184;378;5;7;65;binomial
spambase;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982764451339984;train;1.25473341501667;3;160;326;55;55;3221;binomial
spambase;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981575811311728;test;1.25473341501667;3;160;326;55;55;3221;binomial
230_machine_cpu;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.26846209270801;train;0.886134883333333;14;12;352;6;6;147;continuous
230_machine_cpu;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.196114165321683;test;0.886134883333333;14;12;352;6;6;147;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.920870610201125;train;11.0062983533333;5;200;410;5;9;81648;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.921955255228549;test;11.0062983533333;5;200;410;5;9;81648;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124204039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819786811792394;train;0.952320483333333;3;72;150;24;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124204039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.921867903802951;test;0.952320483333333;3;72;150;24;99;700;continuous
auto;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954850452577725;train;4.27339817;5;22;170;17;22;142;multinomial
auto;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888908606921029;test;4.27339817;5;22;170;17;22;142;multinomial
profb;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.675278497143092;train;0.671016066666667;3;160;326;4;9;471;binomial
profb;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.634344528710726;test;0.671016066666667;3;160;326;4;9;471;binomial
hungarian;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896848739495798;train;3.60205923833333;20;467;974;3;12;206;binomial
hungarian;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920673076923077;test;3.60205923833333;20;467;974;3;12;206;binomial
breast;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994364016133679;train;0.692037361666667;3;160;326;2;9;490;binomial
breast;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985975212002609;test;0.692037361666667;3;160;326;2;9;490;binomial
597_fri_c2_500_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823373535126393;train;0.253287055;3;10;72;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812762264930574;test;0.253287055;3;10;72;5;5;350;continuous
analcatdata_bankruptcy;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957516339869281;train;0.256760825;3;112;230;6;6;35;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;test;0.256760825;3;112;230;6;6;35;binomial
pendigits;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997445976767873;train;39.9061500866667;3;16;90;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997842169949414;test;39.9061500866667;3;16;90;16;16;7695;multinomial
bupa;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725626836100294;train;0.46966539;13;20;398;5;5;242;binomial
bupa;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.646453089244851;test;0.46966539;13;20;398;5;5;242;binomial
627_fri_c2_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.1793577281254;train;2.38438667333333;14;380;788;6;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317440274584742;test;2.38438667333333;14;380;788;6;10;350;continuous
645_fri_c3_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125190005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780571569837961;train;2.72470540335;9;100;402;21;50;350;continuous
645_fri_c3_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125190005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892127865480929;test;2.72470540335;9;100;402;21;50;350;continuous
iris;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992838541666667;train;0.605382916666667;3;160;326;2;3;105;multinomial
iris;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977777777777778;test;0.605382916666667;3;160;326;2;3;105;multinomial
confidence;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966018518518518;train;0.710123248333333;3;160;326;1;1;51;multinomial
confidence;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904166666666667;test;0.710123248333333;3;160;326;1;1;51;multinomial
segmentation;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99620885614139;train;4.54720047333333;8;228;472;10;13;1617;multinomial
segmentation;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994555305191526;test;4.54720047333333;8;228;472;10;13;1617;multinomial
breast;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995344771893823;train;2.23522670333333;7;10;148;8;10;490;binomial
breast;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998271557518725;test;2.23522670333333;7;10;148;8;10;490;binomial
687_sleuth_ex1605;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.931247209559296;train;4.29361875;20;500;1040;0;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.970639352850682;test;4.29361875;20;500;1040;0;5;44;continuous
texture;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999986901350798;train;0.43547974;3;12;78;12;12;3850;multinomial
texture;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994557725689571;test;0.43547974;3;12;78;12;12;3850;multinomial
analcatdata_asbestos;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932183908045977;train;0.187412173333333;8;3;54;3;3;59;binomial
analcatdata_asbestos;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7265625;test;0.187412173333333;8;3;54;3;3;59;binomial
631_fri_c1_500_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803402881851285;train;1.64425274666667;6;220;452;5;5;350;continuous
631_fri_c1_500_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870824089430079;test;1.64425274666667;6;220;452;5;5;350;continuous
page_blocks;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982672104396323;train;2.66081451165;3;160;326;5;7;3832;multinomial
page_blocks;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970215347852922;test;2.66081451165;3;160;326;5;7;3832;multinomial
cloud;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.208353235;3;5;36;0;5;76;multinomial
cloud;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.208353235;3;5;36;0;5;76;multinomial
607_fri_c4_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825392016133494;train;0.406881793333333;6;150;312;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86548285299317;test;0.406881793333333;6;150;312;5;50;700;continuous
613_fri_c3_250_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221729821046606;train;0.991625855;5;200;410;4;5;175;continuous
613_fri_c3_250_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379179982021088;test;0.991625855;5;200;410;4;5;175;continuous
649_fri_c0_500_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28944721847059;train;0.62113703;3;160;326;5;5;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382840445500224;test;0.62113703;3;160;326;5;5;350;continuous
651_fri_c0_100_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.530875000182223;train;0.612961033316667;3;160;326;19;25;70;continuous
651_fri_c0_100_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.74344080436966;test;0.612961033316667;3;160;326;19;25;70;continuous
new_thyroid;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996112575551828;train;0.681016715;3;160;326;4;5;151;multinomial
new_thyroid;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970607235142119;test;0.681016715;3;160;326;4;5;151;multinomial
1193_BNG_lowbwt;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124164959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.58606609184007;train;14.2818044783333;6;220;452;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124164959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.606191374678063;test;14.2818044783333;6;220;452;8;9;21773;continuous
653_fri_c0_250_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263468783301086;train;1.77982613;8;257;530;12;25;175;continuous
653_fri_c0_250_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.555455778735244;test;1.77982613;8;257;530;12;25;175;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283293033279215;train;0.976900523333333;5;200;410;3;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372040048784355;test;0.976900523333333;5;200;410;3;5;350;continuous
heart_h;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9481031543052;train;0.651946543333333;3;12;80;10;12;206;binomial
heart_h;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887894736842105;test;0.651946543333333;3;12;80;10;12;206;binomial
574_house_16H;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400305119797609;train;13.547885215;3;160;326;15;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414789638377836;test;13.547885215;3;160;326;15;15;15949;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522917598408766;train;0.777430618333333;3;160;326;10;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.579953147489207;test;0.777430618333333;3;160;326;10;10;350;continuous
breast_cancer;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764382907615183;train;0.742701595;12;36;532;3;9;201;binomial
breast_cancer;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640808344198175;test;0.742701595;12;36;532;3;9;201;binomial
lupus;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880718954248366;train;0.057702535;3;8;64;1;2;61;binomial
lupus;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8125;test;0.057702535;3;8;64;1;2;61;binomial
clean1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.37182385;3;112;230;94;94;334;binomial
clean1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.37182385;3;112;230;94;94;334;binomial
diabetes;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823563280994694;train;0.579508041666667;3;160;326;8;8;538;binomial
diabetes;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835604430631923;test;0.579508041666667;3;160;326;8;8;538;binomial
prnn_crabs;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999489379084967;train;0.80355833;5;200;410;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969866071428571;test;0.80355833;5;200;410;2;3;140;binomial
562_cpu_small;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.31930483225044;train;2.95560686;11;24;378;3;12;5735;continuous
562_cpu_small;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.332571243048032;test;2.95560686;11;24;378;3;12;5735;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27656792339278;train;3.89268296333333;15;390;810;11;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429987641560568;test;3.89268296333333;15;390;810;11;50;700;continuous
analcatdata_japansolvent;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.579254003333333;3;160;326;4;4;37;binomial
analcatdata_japansolvent;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.785714285714286;test;0.579254003333333;3;160;326;4;4;37;binomial
613_fri_c3_250_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126095701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804440318527445;train;0.23335662;5;10;112;3;5;175;continuous
613_fri_c3_250_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126095701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800507660503116;test;0.23335662;5;10;112;3;5;175;continuous
heart_c;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94880698005698;train;0.740770473333333;11;52;502;12;13;213;binomial
heart_c;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873511904761905;test;0.740770473333333;11;52;502;12;13;213;binomial
ionosphere;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96051495972382;train;1.50161178998333;3;32;138;32;32;246;binomial
ionosphere;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945797329143755;test;1.50161178998333;3;32;138;32;32;246;binomial
allhypo;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814949806949807;train;4.717304005;14;310;648;13;25;2639;multinomial
allhypo;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832924148896371;test;4.717304005;14;310;648;13;25;2639;multinomial
titanic;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801984688995215;train;2.26441472666667;7;240;494;8;8;1545;binomial
titanic;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817714189636511;test;2.26441472666667;7;240;494;8;8;1545;binomial
analcatdata_germangss;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787033295067322;train;1.11131047;5;200;410;2;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727195618780472;test;1.11131047;5;200;410;2;5;280;multinomial
602_fri_c3_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.884284943081399;train;0.797562391666667;3;160;326;3;9;175;continuous
602_fri_c3_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.876274423245878;test;0.797562391666667;3;160;326;3;9;175;continuous
604_fri_c4_500_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838959998398645;train;0.771016466666667;3;160;326;10;10;350;continuous
604_fri_c4_500_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817796688775275;test;0.771016466666667;3;160;326;10;10;350;continuous
593_fri_c1_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833999593603714;train;0.965814191683333;3;160;326;7;10;700;continuous
593_fri_c1_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829829896550908;test;0.965814191683333;3;160;326;7;10;700;continuous
654_fri_c0_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305488153696981;train;0.705655658333333;3;160;326;5;10;350;continuous
654_fri_c0_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489595175065995;test;0.705655658333333;3;160;326;5;10;350;continuous
712_chscase_geyser1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454056773447523;train;0.163633778333333;6;4;56;2;2;156;continuous
712_chscase_geyser1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475185679278441;test;0.163633778333333;6;4;56;2;2;156;continuous
allbp;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966763339704224;train;1.81813157666667;5;168;346;7;25;2641;multinomial
allbp;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97490749306198;test;1.81813157666667;5;168;346;7;25;2641;multinomial
623_fri_c4_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212432509398479;train;1.65436655333333;5;200;410;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291169513449818;test;1.65436655333333;5;200;410;5;10;700;continuous
segmentation;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997529767890525;train;0.296331071666667;5;14;144;11;14;1617;multinomial
segmentation;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998264131513554;test;0.296331071666667;5;14;144;11;14;1617;multinomial
fars;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.827763309026128;train;12.3753274566667;5;21;180;3;21;70678;multinomial
fars;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.822627933970912;test;12.3753274566667;5;21;180;3;21;70678;multinomial
segmentation;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996244022592529;train;3.15373586333333;6;204;420;6;14;1617;multinomial
segmentation;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996323490555343;test;3.15373586333333;6;204;420;6;14;1617;multinomial
597_fri_c2_500_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193518934435751;train;0.668514708333333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321268166616168;test;0.668514708333333;3;160;326;5;5;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46517542763516;train;0.235274361666667;6;25;282;5;5;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453681752659406;test;0.235274361666667;6;25;282;5;5;350;continuous
page_blocks;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124161918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935156164441075;train;0.430113035;11;8;182;4;8;3832;multinomial
page_blocks;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124161918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952532437554918;test;0.430113035;11;8;182;4;8;3832;multinomial
schizo;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.637366976140561;train;0.654165011666667;3;13;72;1;13;238;multinomial
schizo;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.521006535947712;test;0.654165011666667;3;13;72;1;13;238;multinomial
227_cpu_small;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124161110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.206891287126447;train;0.278246008333333;6;60;302;12;12;5735;continuous
227_cpu_small;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124161110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.187526697945157;test;0.278246008333333;6;60;302;12;12;5735;continuous
344_mv;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0154269330781791;train;14.40422302;9;232;482;9;9;28538;continuous
344_mv;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0170245144634362;test;14.40422302;9;232;482;9;9;28538;continuous
582_fri_c1_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224636151168438;train;2.90265761;9;276;570;3;25;350;continuous
582_fri_c1_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367901059669408;test;2.90265761;9;276;570;3;25;350;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504381924389244;train;0.906939396666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507735141033914;test;0.906939396666667;3;160;326;5;5;700;continuous
haberman;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731446341977651;train;0.205930065;8;12;194;3;3;215;binomial
haberman;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.617690058479532;test;0.205930065;8;12;194;3;3;215;binomial
segmentation;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998167678130534;train;29.9967906816667;5;14;148;13;14;1617;multinomial
segmentation;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996909836799147;test;29.9967906816667;5;14;148;13;14;1617;multinomial
230_machine_cpu;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125190423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.219244432261126;train;0.319063400016667;7;30;334;6;6;147;continuous
230_machine_cpu;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125190423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.296224037705857;test;0.319063400016667;7;30;334;6;6;147;continuous
706_sleuth_case1202;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.509536438142711;train;3.33848622;20;410;860;4;6;66;continuous
706_sleuth_case1202;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.658939208621091;test;3.33848622;20;410;860;4;6;66;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786310927563888;train;0.231881665;6;25;292;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.938780462713353;test;0.231881665;6;25;292;5;5;70;continuous
Hill_Valley_with_noise;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.564431673052363;train;2.37206285333333;14;362;756;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.481466252436647;test;2.37206285333333;14;362;756;1;1;849;binomial
663_rabe_266;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.136261134687055;train;0.0870357333333333;3;4;32;2;2;84;continuous
663_rabe_266;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.105969649029377;test;0.0870357333333333;3;4;32;2;2;84;continuous
analcatdata_lawsuit;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97843137254902;train;0.712754101666667;3;160;326;4;4;185;binomial
analcatdata_lawsuit;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963333333333333;test;0.712754101666667;3;160;326;4;4;185;binomial
633_fri_c0_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485747731495768;train;0.288301261666667;5;119;270;24;25;350;continuous
633_fri_c0_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509941664142452;test;0.288301261666667;5;119;270;24;25;350;continuous
192_vineyard;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515781755382367;train;0.515595573333333;3;160;326;1;2;37;continuous
192_vineyard;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.451629247763941;test;0.515595573333333;3;160;326;1;2;37;continuous
horse_colic;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899095899257346;train;3.564989235;13;22;476;6;22;258;binomial
horse_colic;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863909508660304;test;3.564989235;13;22;476;6;22;258;binomial
profb;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.634920950186701;train;0.962465868333333;17;36;746;2;9;471;binomial
profb;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.696572104018913;test;0.962465868333333;17;36;746;2;9;471;binomial
613_fri_c3_250_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858852202407329;train;0.998592368333333;3;160;326;5;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878911846056406;test;0.998592368333333;3;160;326;5;5;175;continuous
Hill_Valley_without_noise;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124190923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.530949596212754;train;0.649145233333333;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124190923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.456421595725078;test;0.649145233333333;3;160;326;1;1;849;binomial
spectf;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862236495388669;train;0.61725849335;3;160;326;16;44;245;binomial
spectf;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859467455621302;test;0.61725849335;3;160;326;16;44;245;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979411764705882;train;1.74421014333333;13;296;618;4;4;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857142857142857;test;1.74421014333333;13;296;618;4;4;37;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644135802469136;train;0.0728875266666667;3;3;24;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.517361111111111;test;0.0728875266666667;3;3;24;1;3;84;binomial
glass;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971874401145292;train;0.2597901;11;9;208;8;9;144;multinomial
glass;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79962962962963;test;0.2597901;11;9;208;8;9;144;multinomial
horse_colic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896092993219244;train;0.777925298333333;3;160;326;10;22;258;binomial
horse_colic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867797808412867;test;0.777925298333333;3;160;326;10;22;258;binomial
new_thyroid;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999880139038715;train;0.747741994983333;3;160;326;4;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998423955870764;test;0.747741994983333;3;160;326;4;5;151;multinomial
sleep;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882691284159869;train;1.62965232833333;3;13;82;10;13;74136;multinomial
sleep;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88224599011363;test;1.62965232833333;3;13;82;10;13;74136;multinomial
allhyper;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988579725750271;train;1.71557909833333;15;24;600;22;24;2640;multinomial
allhyper;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981244172494172;test;1.71557909833333;15;24;600;22;24;2640;multinomial
344_mv;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450594115467469;train;0.888026723333333;3;18;124;5;9;28538;continuous
344_mv;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45884149119695;test;0.888026723333333;3;18;124;5;9;28538;continuous
ring;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821088561642049;train;2.29291239;3;20;106;20;20;5180;binomial
ring;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805085963315933;test;2.29291239;3;20;106;20;20;5180;binomial
yeast;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896658782753318;train;1.44091135666667;3;160;326;8;8;1036;multinomial
yeast;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886936318676273;test;1.44091135666667;3;160;326;8;8;1036;multinomial
588_fri_c4_1000_100;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836880543016435;train;2.487921615;8;156;360;5;100;700;continuous
588_fri_c4_1000_100;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839939158465702;test;2.487921615;8;156;360;5;100;700;continuous
buggyCrx;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971936834094368;train;0.924058423333333;3;160;326;11;13;483;binomial
buggyCrx;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911239495798319;test;0.924058423333333;3;160;326;11;13;483;binomial
227_cpu_small;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315626900498406;train;1.53940452;5;24;196;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297626612186688;test;1.53940452;5;24;196;3;12;5735;continuous
heart_c;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125190742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954861730597681;train;0.188004305;3;52;166;13;13;213;binomial
heart_c;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125190742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846610588817417;test;0.188004305;3;52;166;13;13;213;binomial
german;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836077679213618;train;0.806708665;10;80;460;13;20;700;binomial
german;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744350205198358;test;0.806708665;10;80;460;13;20;700;binomial
657_fri_c2_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7850719757323;train;0.735909786666667;3;160;326;10;10;175;continuous
657_fri_c2_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859300480138922;test;0.735909786666667;3;160;326;10;10;175;continuous
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clean1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125192049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.504773895;3;112;230;5;94;334;binomial
movement_libras;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126091559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990621573662762;train;3.830896945;7;224;462;19;22;252;multinomial
movement_libras;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126091559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953392605599238;test;3.830896945;7;224;462;19;22;252;multinomial
609_fri_c0_1000_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46570129474429;train;1.485424265;6;204;420;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.51182398836569;test;1.485424265;6;204;420;5;5;700;continuous
1595_poker;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816107075631705;train;2.19856391666667;3;50;166;10;10;717507;continuous
1595_poker;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815007454633028;test;2.19856391666667;3;50;166;10;10;717507;continuous
wdbc;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998875502008032;train;0.198023755;3;74;166;10;22;399;binomial
wdbc;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987753882915173;test;0.198023755;3;74;166;10;22;399;binomial
641_fri_c1_500_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271233242799126;train;0.61437131;3;160;326;8;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410996381480481;test;0.61437131;3;160;326;8;10;350;continuous
547_no2;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.635651036188782;train;0.793790413333333;3;160;326;7;7;350;continuous
547_no2;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.682970719674866;test;0.793790413333333;3;160;326;7;7;350;continuous
schizo;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656636874142661;train;2.188830215;17;349;732;2;13;238;multinomial
schizo;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.562883297258297;test;2.188830215;17;349;732;2;13;238;multinomial
dis;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.694959936895421;train;0.275737205;3;79;166;5;24;2641;binomial
dis;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722865722865723;test;0.275737205;3;79;166;5;24;2641;binomial
645_fri_c3_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195740997506296;train;2.39168432166667;10;300;620;5;50;350;continuous
645_fri_c3_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313080915578628;test;2.39168432166667;10;300;620;5;50;350;continuous
582_fri_c1_500_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126103412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809888634613925;train;0.745025885;5;50;234;5;25;350;continuous
582_fri_c1_500_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126103412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847296320571914;test;0.745025885;5;50;234;5;25;350;continuous
optdigits;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.14039844333333;3;51;138;52;61;3934;multinomial
optdigits;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981156729329451;test;2.14039844333333;3;51;138;52;61;3934;multinomial
604_fri_c4_500_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191850520474014;train;1.94493294;6;220;452;6;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347848542015929;test;1.94493294;6;220;452;6;10;350;continuous
satimage;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975818664704841;train;6.62515332833333;7;208;430;19;25;4505;multinomial
satimage;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977744254401271;test;6.62515332833333;7;208;430;19;25;4505;multinomial
597_fri_c2_500_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823130966358933;train;1.43052595666667;5;200;410;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812349020849077;test;1.43052595666667;5;200;410;5;5;350;continuous
522_pm10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826692881914186;train;0.846098238333333;6;14;166;7;7;350;continuous
522_pm10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854521024698654;test;0.846098238333333;6;14;166;7;7;350;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206177517229179;train;0.888368433333333;3;160;326;4;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422387673641648;test;0.888368433333333;3;160;326;4;50;175;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819110436343374;train;0.114101663333333;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837169069140663;test;0.114101663333333;3;25;156;5;5;350;continuous
mfeat_karhunen;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998097204923445;train;0.974845083333333;5;63;222;16;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986958577050707;test;0.974845083333333;5;63;222;16;64;1400;multinomial
nikuradse_1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.200638966307637;train;0.615917231666667;3;160;326;1;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.188432941473479;test;0.615917231666667;3;160;326;1;2;254;continuous
663_rabe_266;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125153706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.107834570983042;train;0.0575353716666667;3;10;80;2;2;84;continuous
663_rabe_266;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125153706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.118859298981527;test;0.0575353716666667;3;10;80;2;2;84;continuous
Hill_Valley_with_noise;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.546108878131107;train;1.595924805;7;240;494;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.526194097961667;test;1.595924805;7;240;494;1;1;849;binomial
581_fri_c3_500_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250724148685275;train;0.856931660016667;3;160;326;5;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338816243119721;test;0.856931660016667;3;160;326;5;25;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125113752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824051157053967;train;0.280939735;3;10;72;5;5;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125113752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836490497043753;test;0.280939735;3;10;72;5;5;350;continuous
labor;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998666666666667;train;0.214746951666667;3;57;166;5;16;40;binomial
labor;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933333333333333;test;0.214746951666667;3;57;166;5;16;40;binomial
653_fri_c0_250_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439616291223345;train;0.854753266666667;12;125;564;17;25;175;continuous
653_fri_c0_250_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502005205683269;test;0.854753266666667;12;125;564;17;25;175;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453287365327856;train;0.120336435;3;25;156;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478171862567533;test;0.120336435;3;25;156;5;5;350;continuous
tokyo1;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124190833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995441999689006;train;1.082921835;3;160;326;23;23;672;binomial
tokyo1;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124190833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984899845916795;test;1.082921835;3;160;326;23;23;672;binomial
649_fri_c0_500_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455728035798333;train;0.330217398333333;6;10;132;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475524694448966;test;0.330217398333333;6;10;132;5;5;350;continuous
mfeat_factors;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;5.41945053;3;160;326;130;135;1400;multinomial
mfeat_factors;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999571178463498;test;5.41945053;3;160;326;130;135;1400;multinomial
pima;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82679904563996;train;2.14094285;20;375;790;3;8;538;binomial
pima;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80762677484787;test;2.14094285;20;375;790;3;8;538;binomial
nikuradse_2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835607207478229;train;0.0456511716666667;3;5;40;0;1;254;continuous
nikuradse_2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796933097457016;test;0.0456511716666667;3;5;40;0;1;254;continuous
542_pollution;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429485934475117;train;0.61166321;3;160;326;7;10;42;continuous
542_pollution;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.643524141853651;test;0.61166321;3;160;326;7;10;42;continuous
197_cpu_act;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.319170213620837;train;0.28161285;5;80;260;3;16;5735;continuous
197_cpu_act;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324562033452188;test;0.28161285;5;80;260;3;16;5735;continuous
magic;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868235592841517;train;1.88905244501667;3;9;62;9;9;13314;binomial
magic;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859073609747828;test;1.88905244501667;3;9;62;9;9;13314;binomial
analcatdata_creditscore;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9925;train;0.26175315;3;112;230;2;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.26175315;3;112;230;2;6;70;binomial
615_fri_c4_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790425660723277;train;0.40138153;9;45;418;6;9;175;continuous
615_fri_c4_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848395051508137;test;0.40138153;9;45;418;6;9;175;continuous
letter;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972289531856595;train;34.2880571166667;1;120;242;13;16;14000;multinomial
letter;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971080771607891;test;34.2880571166667;1;120;242;13;16;14000;multinomial
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810005643246952;train;1.61318675666667;6;220;452;8;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834711740065396;test;1.61318675666667;6;220;452;8;25;700;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.422737514024927;train;0.624348276666667;3;160;326;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524017975278635;test;0.624348276666667;3;160;326;1;1;33;continuous
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.539366450524072;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.526300578034682;test;;-Inf;-Inf;;1;1;849;binomial
607_fri_c4_1000_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823495098200308;train;0.955182663333333;20;228;548;8;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871361370642292;test;0.955182663333333;20;228;548;8;50;700;continuous
197_cpu_act;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333388721886463;train;0.181469253333333;3;79;176;1;17;5735;continuous
197_cpu_act;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336903431485152;test;0.181469253333333;3;79;176;1;17;5735;continuous
574_house_16H;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.587672822858103;train;1.38337092;17;75;764;15;15;15949;continuous
574_house_16H;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569259959711558;test;1.38337092;17;75;764;15;15;15949;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811740118027793;train;0.232598626666667;7;25;324;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.877215847689037;test;0.232598626666667;7;25;324;5;5;350;continuous
calendarDOW;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98814931841335;train;0.788561548333333;3;160;326;13;13;280;multinomial
calendarDOW;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856088259441708;test;0.788561548333333;3;160;326;13;13;280;multinomial
633_fri_c0_500_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232040995489573;train;1.70957495;9;280;578;11;25;350;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.464355235960006;test;1.70957495;9;280;578;11;25;350;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.903386632065709;train;1.075695775;3;66;150;3;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876107563172795;test;1.075695775;3;66;150;3;50;700;continuous
heart_statlog;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938281427597181;train;1.578117935;6;220;452;12;13;189;binomial
heart_statlog;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869164619164619;test;1.578117935;6;220;452;12;13;189;binomial
628_fri_c3_1000_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847136584177147;train;0.290561523333333;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878783596997343;test;0.290561523333333;3;10;72;5;5;700;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125153919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830438168660369;train;0.302451126666667;3;10;72;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125153919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813457202295455;test;0.302451126666667;3;10;72;5;5;350;continuous
Hill_Valley_without_noise;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125100052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.511012506386476;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125100052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.505208971687707;test;;-Inf;-Inf;;1;1;849;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970394736842105;train;0.138260435;6;12;146;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851851851851852;test;0.138260435;6;12;146;2;3;35;binomial
contraceptive;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811262942315799;train;2.02762013833333;7;240;494;7;9;1032;multinomial
contraceptive;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.745790304215509;test;2.02762013833333;7;240;494;7;9;1032;multinomial
1193_BNG_lowbwt;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.627472412338341;train;7.23341278666667;11;234;490;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619962723649771;test;7.23341278666667;11;234;490;8;9;21773;continuous
605_fri_c2_250_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278646203828883;train;3.52231686498333;17;434;902;3;25;175;continuous
605_fri_c2_250_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.494505270333968;test;3.52231686498333;17;434;902;3;25;175;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66791286824106;train;45.6489508233333;1;120;242;9;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.669167496627278;test;45.6489508233333;1;120;242;9;10;700000;continuous
1595_poker;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814108606511283;train;30.07683351;4;180;368;5;10;717507;continuous
1595_poker;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813157682956994;test;30.07683351;4;180;368;5;10;717507;continuous
537_houses;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.555450723128557;train;1.42869087166667;3;12;84;6;6;14448;continuous
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228_elusage;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.39511876608477;train;0.0382717616666667;3;5;40;1;1;39;continuous
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547_no2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71218711568549;test;1.29049307833333;7;240;494;6;7;350;continuous
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Hill_Valley_without_noise;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.037419945;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.037419945;3;4;32;0;1;849;binomial
647_fri_c1_250_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812769201343342;train;0.123092128333333;3;50;166;4;10;175;continuous
647_fri_c1_250_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845236805451467;test;0.123092128333333;3;50;166;4;10;175;continuous
schizo;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.690809378944972;train;0.226279926666667;8;13;198;3;13;238;multinomial
schizo;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.623086702262904;test;0.226279926666667;8;13;198;3;13;238;multinomial
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805036366251923;train;0.414863503333333;3;20;132;8;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79089281769254;test;0.414863503333333;3;20;132;8;10;700;continuous
1595_poker;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124183324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.767553463790872;train;281.922175943333;0;100;200;10;10;717507;continuous
1595_poker;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124183324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.767377845982137;test;281.922175943333;0;100;200;10;10;717507;continuous
564_fried;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254796089561435;train;32.3381473033333;2;140;284;5;10;28538;continuous
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mfeat_morphological;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125102007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917129197210478;train;1.840020405;3;160;326;2;2;1400;multinomial
mfeat_morphological;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125102007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916622580072016;test;1.840020405;3;160;326;2;2;1400;multinomial
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712_chscase_geyser1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.578487710754889;test;0.058423915;3;10;80;2;2;156;continuous
hepatitis;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862554112554113;train;1.27223848333333;6;220;452;1;19;109;binomial
hepatitis;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75974025974026;test;1.27223848333333;6;220;452;1;19;109;binomial
1193_BNG_lowbwt;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.622561283616812;train;6.86164398;9;18;238;8;9;21773;continuous
1193_BNG_lowbwt;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.620121299847954;test;6.86164398;9;18;238;8;9;21773;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857868282425956;train;0.874259938333333;3;160;326;25;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893933511082313;test;0.874259938333333;3;160;326;25;25;350;continuous
cmc;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.744742665347165;train;1.2109798;3;160;326;8;9;1032;multinomial
cmc;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720701080015606;test;1.2109798;3;160;326;8;9;1032;multinomial
611_fri_c3_100_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812257762439504;train;0.088841255;3;20;150;4;4;70;continuous
611_fri_c3_100_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.712160108128736;test;0.088841255;3;20;150;4;4;70;continuous
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912918108419839;train;0.622326175;3;160;326;7;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88961038961039;test;0.622326175;3;160;326;7;7;68;binomial
adult;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126112147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921321352806267;train;30.0245700966667;8;280;536;9;12;34190;binomial
adult;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126112147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90570537316221;test;30.0245700966667;8;280;536;9;12;34190;binomial
analcatdata_asbestos;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125190738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926436781609195;train;0.071568795;3;3;24;2;3;59;binomial
analcatdata_asbestos;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125190738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.71875;test;0.071568795;3;3;24;2;3;59;binomial
clean2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975787344387179;train;0.562662628333333;3;80;166;108;108;4619;binomial
clean2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974611482627976;test;0.562662628333333;3;80;166;108;108;4619;binomial
hungarian;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890719950561335;train;0.646949475;3;160;326;4;12;206;binomial
hungarian;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887052341597796;test;0.646949475;3;160;326;4;12;206;binomial
haberman;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.745340909090909;train;0.124740028333333;6;12;150;3;3;215;binomial
haberman;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666568047337278;test;0.124740028333333;6;12;150;3;3;215;binomial
712_chscase_geyser1;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53237063081463;train;0.559228056666667;3;160;326;2;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486461371678956;test;0.559228056666667;3;160;326;2;2;156;continuous
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biomed;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956196581196581;test;1.11952056;8;228;472;6;8;147;binomial
profb;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670314876474699;train;0.967635185;9;9;164;3;9;471;binomial
profb;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.653575297941495;test;0.967635185;9;9;164;3;9;471;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.50754568;3;160;326;10;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999999329251606;test;3.50754568;3;160;326;10;20;5702;binomial
615_fri_c4_250_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795986241154642;train;0.634751215;13;50;586;10;10;175;continuous
615_fri_c4_250_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.715857547077379;test;0.634751215;13;50;586;10;10;175;continuous
analcatdata_boxing1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.736074270557029;train;0.369942855016667;14;12;336;3;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.665625;test;0.369942855016667;14;12;336;3;3;84;binomial
vehicle;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125184606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997296575353862;train;0.948930228316667;3;160;326;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125184606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934188020502936;test;0.948930228316667;3;160;326;13;13;593;multinomial
611_fri_c3_100_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.932232936828566;train;1.15147712833333;3;160;326;2;4;70;continuous
611_fri_c3_100_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.968850592362918;test;1.15147712833333;3;160;326;2;4;70;continuous
648_fri_c1_250_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125144248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.691886441717641;train;0.71716855;3;66;150;44;50;175;continuous
648_fri_c1_250_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125144248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858124164819557;test;0.71716855;3;66;150;44;50;175;continuous
586_fri_c3_1000_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818665584572131;train;0.707623341666667;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809515632988035;test;0.707623341666667;3;160;326;5;25;700;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790753513190592;train;2.14288094;8;50;360;5;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878849051445973;test;2.14288094;8;50;360;5;25;350;continuous
backache;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869811320754717;train;1.40952378;5;200;410;14;32;126;binomial
backache;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.526530612244898;test;1.40952378;5;200;410;14;32;126;binomial
641_fri_c1_500_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833114738421426;train;1.24761287833333;7;20;294;3;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893535329887946;test;1.24761287833333;7;20;294;3;10;350;continuous
analcatdata_aids;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.664473684210526;train;0.113847181666667;6;3;42;1;3;35;binomial
analcatdata_aids;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740740740740741;test;0.113847181666667;6;3;42;1;3;35;binomial
clean1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.373879078333333;3;112;230;88;88;334;binomial
clean1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.373879078333333;3;112;230;88;88;334;binomial
satimage;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981852667272429;train;30.6902212716667;3;27;114;27;27;4505;multinomial
satimage;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97759229772454;test;30.6902212716667;3;27;114;27;27;4505;multinomial
analcatdata_boxing2;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.751187084520418;train;3.43786790333333;20;478;996;3;3;93;binomial
analcatdata_boxing2;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.566844919786096;test;3.43786790333333;20;478;996;3;3;93;binomial
605_fri_c2_250_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779918522090667;train;0.202478123333333;3;90;186;9;25;175;continuous
605_fri_c2_250_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856405132968292;test;0.202478123333333;3;90;186;9;25;175;continuous
analcatdata_bankruptcy;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930921052631579;train;0.0303232816666667;3;2;16;1;2;35;binomial
analcatdata_bankruptcy;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851851851851852;test;0.0303232816666667;3;2;16;1;2;35;binomial
658_fri_c3_250_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826425774057221;train;2.878094605;10;300;620;5;25;175;continuous
658_fri_c3_250_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89827973503198;test;2.878094605;10;300;620;5;25;175;continuous
519_vinnie;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481475377197934;train;0.0663577583333333;3;10;80;1;2;266;continuous
519_vinnie;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45756765290476;test;0.0663577583333333;3;10;80;1;2;266;continuous
547_no2;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.627320232096781;train;0.284563735;5;35;240;7;7;350;continuous
547_no2;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.650149946918286;test;0.284563735;5;35;240;7;7;350;continuous
628_fri_c3_1000_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840702873933278;train;1.47464905166667;6;220;452;4;5;700;continuous
628_fri_c3_1000_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853498861311251;test;1.47464905166667;6;220;452;4;5;700;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.7122323652563;train;1.728142785;6;18;232;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.709962745770809;test;1.728142785;6;18;232;8;9;12248;continuous
hungarian;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934376630151278;train;1.18875907333333;6;12;154;12;12;206;binomial
hungarian;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840431266846361;test;1.18875907333333;6;12;154;12;12;206;binomial
auto;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837266176374131;train;3.01233323666667;9;21;354;3;21;142;multinomial
auto;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817440509800758;test;3.01233323666667;9;21;354;3;21;142;multinomial
auto;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903236872026766;train;1.20005664833333;3;160;326;20;20;142;multinomial
auto;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852567226890756;test;1.20005664833333;3;160;326;20;20;142;multinomial
573_cpu_act;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335762074836009;train;3.71175985833333;11;36;480;4;18;5735;continuous
573_cpu_act;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.347300011299424;test;3.71175985833333;11;36;480;4;18;5735;continuous
analcatdata_authorship;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125102051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.37363903833333;3;50;106;56;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125102051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999862844814301;test;2.37363903833333;3;50;106;56;70;589;multinomial
schizo;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.68687628600823;train;3.617294045;16;13;374;3;13;238;multinomial
schizo;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.623635912698413;test;3.617294045;16;13;374;3;13;238;multinomial
credit_a;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941786614200407;train;1.61200372833333;7;13;164;10;13;483;binomial
credit_a;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91321118611379;test;1.61200372833333;7;13;164;10;13;483;binomial
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591_fri_c1_100_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809924559233261;train;0.779161701683333;3;160;326;10;10;70;continuous
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schizo;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125141126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668729214159537;train;0.20645096;7;13;184;8;13;238;multinomial
schizo;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125141126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.541077359905711;test;0.20645096;7;13;184;8;13;238;multinomial
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glass;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854436016830975;train;1.14331961;3;160;326;5;9;144;multinomial
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analcatdata_boxing2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747863247863248;train;0.183236545;6;3;42;1;3;93;binomial
analcatdata_boxing2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585561497326203;test;0.183236545;6;3;42;1;3;93;binomial
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1595_poker;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125095051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812992745134603;test;31.8837405533333;1;120;242;5;10;717507;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.596695731683185;train;0.19852117;5;25;222;4;5;44;continuous
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cmc;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724550361885879;test;1.58295946833333;5;9;96;8;9;1032;multinomial
biomed;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978553921568627;train;0.156351286666667;3;32;158;6;8;147;binomial
biomed;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861842105263158;test;0.156351286666667;3;32;158;6;8;147;binomial
207_autoPrice;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.322688057924421;train;1.42485189166667;9;20;362;4;10;112;continuous
207_autoPrice;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4224512139956;test;1.42485189166667;9;20;362;4;10;112;continuous
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analcatdata_boxing1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.615873015873016;test;0.808499611666667;3;160;326;3;3;84;binomial
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analcatdata_lawsuit;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.820400593333334;3;160;326;2;4;185;binomial
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519_vinnie;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45756765290476;test;0.079790065;3;4;32;1;2;266;continuous
605_fri_c2_250_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321232258258842;train;1.380539705;6;220;452;7;25;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.691476079157248;test;1.380539705;6;220;452;7;25;175;continuous
665_sleuth_case2002;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.701514388644254;train;0.107832186666667;3;30;166;2;6;103;continuous
665_sleuth_case2002;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703354363499266;test;0.107832186666667;3;30;166;2;6;103;continuous
nikuradse_2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827468869984876;train;0.951360576666667;3;160;326;1;1;254;continuous
nikuradse_2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786411609480482;test;0.951360576666667;3;160;326;1;1;254;continuous
vowel;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969237712211384;train;4.59765969;17;248;530;13;13;693;multinomial
vowel;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954113950356159;test;4.59765969;17;248;530;13;13;693;multinomial
641_fri_c1_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815864707607898;train;0.138440520016667;3;50;166;6;10;350;continuous
641_fri_c1_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875025777252117;test;0.138440520016667;3;50;166;6;10;350;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99954108627578;train;1.00461624;3;160;326;13;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992527472527473;test;1.00461624;3;160;326;13;21;399;binomial
adult;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8976772404675;train;20.0694544516667;15;240;510;9;12;34190;binomial
adult;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894627979052394;test;20.0694544516667;15;240;510;9;12;34190;binomial
650_fri_c0_500_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269998600070317;train;0.891325493333333;3;160;326;50;50;350;continuous
650_fri_c0_500_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.546924667496475;test;0.891325493333333;3;160;326;50;50;350;continuous
analcatdata_cyyoung8092;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915865384615385;train;0.49529922;9;28;418;6;7;68;binomial
analcatdata_cyyoung8092;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904761904761905;test;0.49529922;9;28;418;6;7;68;binomial
mfeat_morphological;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916075631106793;train;0.0435399966666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911962892813481;test;0.0435399966666667;3;2;16;2;2;1400;multinomial
574_house_16H;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125142615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4855912240099;train;0.781328461666667;11;75;512;14;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125142615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466652835167627;test;0.781328461666667;11;75;512;14;15;15949;continuous
Hill_Valley_without_noise;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.511012506386476;train;0.035747785;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.505208971687707;test;0.035747785;3;4;32;1;1;849;binomial
page_blocks;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970907705301772;train;4.01987977833333;9;248;514;8;8;3832;multinomial
page_blocks;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967479274149062;test;4.01987977833333;9;248;514;8;8;3832;multinomial
225_puma8NH;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125142438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764148600176699;train;0.340978915;8;40;376;3;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125142438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.751725200227897;test;0.340978915;8;40;376;3;8;5735;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.127296893508071;train;1.98760719333333;20;296;632;2;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17723070321619;test;1.98760719333333;20;296;632;2;3;333;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815416139726798;train;0.293261581666667;6;50;292;10;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841794272548059;test;0.293261581666667;6;50;292;10;10;700;continuous
1595_poker;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.763937683777458;train;203.854458995;0;100;200;10;10;717507;continuous
1595_poker;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764482648626637;test;203.854458995;0;100;200;10;10;717507;continuous
auto;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830989823506807;train;7.46810643833333;11;20;430;5;20;142;multinomial
auto;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.754716553287982;test;7.46810643833333;11;20;430;5;20;142;multinomial
new_thyroid;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998861730170141;train;0.072303435;5;5;54;2;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.072303435;5;5;54;2;5;151;multinomial
225_puma8NH;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.724843229724507;train;1.856196375;5;200;410;2;8;5735;continuous
225_puma8NH;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.755552331141514;test;1.856196375;5;200;410;2;8;5735;continuous
tae;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.676650134983468;train;0.418339829983333;5;5;58;5;5;106;multinomial
tae;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810355392156863;test;0.418339829983333;5;5;58;5;5;106;multinomial
581_fri_c3_500_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854659660286779;train;0.907201428333333;3;160;326;16;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856868489855151;test;0.907201428333333;3;160;326;16;25;350;continuous
prnn_fglass;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90979354859376;train;0.905773635;3;9;64;9;9;144;multinomial
prnn_fglass;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822101284958428;test;0.905773635;3;9;64;9;9;144;multinomial
breast_w;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992808244800239;train;0.792812288333333;3;160;326;9;9;490;binomial
breast_w;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992719401810311;test;0.792812288333333;3;160;326;9;9;490;binomial
irish;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875016482067511;train;0.57999925;13;16;398;4;4;350;binomial
irish;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913426598837209;test;0.57999925;13;16;398;4;4;350;binomial
pendigits;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997480466028284;train;30.37766362;2;16;68;16;16;7695;multinomial
pendigits;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997066316623699;test;30.37766362;2;16;68;16;16;7695;multinomial
saheart;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794258373205742;train;0.826056095;3;160;326;9;9;324;binomial
saheart;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794743130227001;test;0.826056095;3;160;326;9;9;324;binomial
crx;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913063597946426;train;0.491667811666667;7;52;334;4;13;483;binomial
crx;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923890657180303;test;0.491667811666667;7;52;334;4;13;483;binomial
628_fri_c3_1000_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84717109818721;train;0.991469358333333;10;10;212;4;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878689884935982;test;0.991469358333333;10;10;212;4;5;700;continuous
wine_recognition;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99979797979798;train;0.82971312;3;13;84;7;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994395711500975;test;0.82971312;3;13;84;7;13;125;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916378836293681;train;0.975826381666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916796684043304;test;0.975826381666667;3;2;16;2;2;1400;multinomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94;train;0.603740516666667;3;160;326;5;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923913043478261;test;0.603740516666667;3;160;326;5;7;65;binomial
analcatdata_creditscore;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125190857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995192307692308;train;0.242450925;6;24;256;2;6;70;binomial
analcatdata_creditscore;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125190857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.242450925;6;24;256;2;6;70;binomial
641_fri_c1_500_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287456296681844;train;0.690307703333333;3;160;326;5;10;350;continuous
641_fri_c1_500_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383190878766861;test;0.690307703333333;3;160;326;5;10;350;continuous
prnn_crabs;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993872549019608;train;0.08803338;3;3;24;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.08803338;3;3;24;2;3;140;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980392156862745;train;0.0392141783333333;3;2;16;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;test;0.0392141783333333;3;2;16;2;2;35;binomial
603_fri_c0_250_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463731542298221;train;0.347792348333333;5;130;270;42;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.506582447060149;test;0.347792348333333;5;130;270;42;50;175;continuous
german;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962196116039319;train;1.44105058333333;6;220;452;20;20;700;binomial
german;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797264021887825;test;1.44105058333333;6;220;452;20;20;700;binomial
529_pollen;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439186332348274;train;0.0999022683333333;3;20;148;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45892272735822;test;0.0999022683333333;3;20;148;4;4;2694;continuous
colic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888521477213201;train;0.69532038;3;160;326;3;22;258;binomial
colic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852100550964187;test;0.69532038;3;160;326;3;22;258;binomial
633_fri_c0_500_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490366901654329;train;0.91542246;12;125;564;22;25;350;continuous
633_fri_c0_500_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508773180014806;test;0.91542246;12;125;564;22;25;350;continuous
mnist;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126091354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995283339837684;train;132.488020945;0;100;200;653;660;49000;multinomial
mnist;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126091354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994397021001318;test;132.488020945;0;100;200;653;660;49000;multinomial
687_sleuth_ex1605;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.637033747012561;train;0.587997868333333;3;160;326;5;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.628961866076511;test;0.587997868333333;3;160;326;5;5;44;continuous
mfeat_fourier;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981626824462808;train;43.8616814966667;3;59;138;33;76;1400;multinomial
mfeat_fourier;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97483857119897;test;43.8616814966667;3;59;138;33;76;1400;multinomial
flags;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856524363327674;train;5.09015374333333;6;36;264;21;36;125;multinomial
flags;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6485;test;5.09015374333333;6;36;264;21;36;125;multinomial
635_fri_c0_250_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528973848062112;train;0.765800159983333;3;160;326;8;10;175;continuous
635_fri_c0_250_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516083627446322;test;0.765800159983333;3;160;326;8;10;175;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861409667469085;train;0.189139718333333;5;25;250;2;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.950786649146337;test;0.189139718333333;5;25;250;2;5;70;continuous
519_vinnie;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442207444525117;train;1.08944087666667;3;160;326;2;2;266;continuous
519_vinnie;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.558908235950857;test;1.08944087666667;3;160;326;2;2;266;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828932755139926;train;0.785516495;3;48;150;17;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848707934886197;test;0.785516495;3;48;150;17;24;175;continuous
sleep;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125192752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901409271895636;train;33.3479365866667;1;120;242;13;13;74136;multinomial
sleep;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125192752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899669133841391;test;33.3479365866667;1;120;242;13;13;74136;multinomial
schizo;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.676799794732116;train;2.22537390666667;6;13;154;6;13;238;multinomial
schizo;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.584525340190721;test;2.22537390666667;6;13;154;6;13;238;multinomial
192_vineyard;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562629011123583;train;0.577025456666667;3;160;326;2;2;37;continuous
192_vineyard;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.591182431482865;test;0.577025456666667;3;160;326;2;2;37;continuous
heart_statlog;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951230526078121;train;0.651343211666667;3;160;326;13;13;189;binomial
heart_statlog;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823529411764706;test;0.651343211666667;3;160;326;13;13;189;binomial
satimage;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980466380933215;train;28.57773810165;3;25;116;25;25;4505;multinomial
satimage;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980155023185242;test;28.57773810165;3;25;116;25;25;4505;multinomial
german;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819467245153221;train;3.296075745;14;380;788;16;20;700;binomial
german;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.778166806020067;test;3.296075745;14;380;788;16;20;700;binomial
644_fri_c4_250_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126095806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871675503833164;train;0.160636875;3;90;186;6;24;175;continuous
644_fri_c4_250_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126095806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795853831072494;test;0.160636875;3;90;186;6;24;175;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.180515990653594;train;1.691402445;6;220;452;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.36151798423719;test;1.691402445;6;220;452;3;3;333;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.521430153502826;train;1.18105874833333;7;224;462;10;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.719778039292958;test;1.18105874833333;7;224;462;10;10;356;continuous
australian;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940958956924048;train;1.37119782666667;7;240;494;12;13;483;binomial
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603_fri_c0_250_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394423988718009;train;0.83401584;15;226;498;46;50;175;continuous
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pendigits;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999248230679802;train;5.20742455666667;3;160;326;16;16;7695;multinomial
pendigits;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999141023076007;test;5.20742455666667;3;160;326;16;16;7695;multinomial
659_sleuth_ex1714;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457501591026745;train;1.18094630333333;6;220;452;1;1;33;continuous
659_sleuth_ex1714;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.411434619628969;test;1.18094630333333;6;220;452;1;1;33;continuous
1096_FacultySalaries;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185805_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455121581275258;train;0.088354905;3;4;32;1;2;35;continuous
1096_FacultySalaries;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185805_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.346858682287646;test;0.088354905;3;4;32;1;2;35;continuous
fars;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913545568483234;train;35.4649233483333;1;120;242;19;21;70678;multinomial
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210_cloud;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.250917784317465;train;0.636879693333333;11;10;232;3;5;76;continuous
210_cloud;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.387518887214108;test;0.636879693333333;11;10;232;3;5;76;continuous
616_fri_c4_500_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827723351180484;train;2.67953442333333;9;280;578;11;49;350;continuous
616_fri_c4_500_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824817527403885;test;2.67953442333333;9;280;578;11;49;350;continuous
calendarDOW;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.761731427976585;train;2.24562805166667;6;15;152;2;15;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768564673831915;test;2.24562805166667;6;15;152;2;15;280;multinomial
dermatology;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999427710619856;train;0.788949561666667;3;160;326;25;25;257;multinomial
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heart_c;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934255129348796;train;0.895905205;5;13;136;7;13;213;binomial
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4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.371678084770159;train;1.77771378333333;10;236;492;59;72;742;continuous
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617_fri_c3_500_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263485154114516;train;1.231585865;6;220;452;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32338208187837;test;1.231585865;6;220;452;5;5;350;continuous
646_fri_c3_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217810116128516;train;0.780881716666667;3;160;326;5;10;350;continuous
646_fri_c3_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391974089096374;test;0.780881716666667;3;160;326;5;10;350;continuous
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227_cpu_small;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315608559592756;train;0.25439944;5;60;260;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.297381004116637;test;0.25439944;5;60;260;3;12;5735;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458554676713496;train;0.64796271;3;160;326;1;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593766852480541;test;0.64796271;3;160;326;1;10;70;continuous
201_pol;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569391700331239;train;0.709427323333333;7;130;344;26;26;10500;continuous
201_pol;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.579259762366576;test;0.709427323333333;7;130;344;26;26;10500;continuous
612_fri_c1_1000_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830919458528352;train;1.48442971333333;5;200;410;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897829181392856;test;1.48442971333333;5;200;410;5;5;700;continuous
phoneme;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964498801492012;train;3.248564195;3;160;326;5;5;3783;binomial
phoneme;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939184772661908;test;3.248564195;3;160;326;5;5;3783;binomial
598_fri_c0_1000_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492189390883156;train;1.20578768166667;5;200;410;21;25;700;continuous
598_fri_c0_1000_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.538982513246771;test;1.20578768166667;5;200;410;21;25;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800384845037622;train;1.82165691;6;220;452;37;50;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857348068975161;test;1.82165691;6;220;452;37;50;700;continuous
626_fri_c2_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814652645953467;train;0.689539111666667;10;213;448;7;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862665541444326;test;0.689539111666667;10;213;448;7;50;350;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173936574017985;train;3.295257435;17;392;818;8;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301394429328129;test;3.295257435;17;392;818;8;25;700;continuous
biomed;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126091013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96497975708502;train;0.802401901666667;10;8;162;5;8;147;binomial
biomed;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126091013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942028985507246;test;0.802401901666667;10;8;162;5;8;147;binomial
mfeat_zernike;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993016269528827;train;2.253464215;3;160;326;28;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977473645258977;test;2.253464215;3;160;326;28;32;1400;multinomial
pima;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822036351448116;train;1.0548128;8;8;134;5;8;538;binomial
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mnist;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.556930120038282;train;2.675174445;0;5;10;10;591;49000;multinomial
mnist;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.555571867457083;test;2.675174445;0;5;10;10;591;49000;multinomial
cleve;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932491915199425;train;0.487930961666667;7;52;334;3;13;213;binomial
cleve;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803606719367589;test;0.487930961666667;7;52;334;3;13;213;binomial
mfeat_factors;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125153731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.95480916;5;103;222;85;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125153731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992145180440645;test;1.95480916;5;103;222;85;137;1400;multinomial
wine_recognition;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124180909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.076629835;3;13;88;6;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124180909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.076629835;3;13;88;6;13;125;multinomial
dermatology;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126104350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999220698497319;train;0.84020248;3;160;326;23;25;257;multinomial
dermatology;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126104350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99813258636788;test;0.84020248;3;160;326;23;25;257;multinomial
coil2000;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.714051336627769;train;1.83153728833333;5;100;250;4;59;6876;binomial
coil2000;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741433929479573;test;1.83153728833333;5;100;250;4;59;6876;binomial
556_analcatdata_apnea2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.223638339193161;train;0.093211305;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566012890355346;test;0.093211305;3;15;120;0;3;333;continuous
712_chscase_geyser1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421581372679756;train;0.540295148333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.538282394481686;test;0.540295148333333;3;160;326;1;2;156;continuous
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analcatdata_creditscore;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.505257705;3;144;294;4;6;70;binomial
594_fri_c2_100_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804509860969249;train;0.19280544;5;25;250;5;5;70;continuous
594_fri_c2_100_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.928162881189646;test;0.19280544;5;25;250;5;5;70;continuous
561_cpu;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126093753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.152092948501994;train;1.00100794833333;5;200;410;6;7;147;continuous
561_cpu;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126093753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135490365636681;test;1.00100794833333;5;200;410;6;7;147;continuous
spambase;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985853752470643;train;0.294196691666667;3;80;166;48;54;3221;binomial
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magic;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82778180112288;train;5.70995390666667;11;9;206;7;9;13314;binomial
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656_fri_c1_100_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801191754931838;train;0.500956925;7;10;156;5;5;70;continuous
656_fri_c1_100_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83141265047291;test;0.500956925;7;10;156;5;5;70;continuous
allhyper;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906558247157495;train;34.96945924;7;25;296;20;25;2640;multinomial
allhyper;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808882839282113;test;34.96945924;7;25;296;20;25;2640;multinomial
letter;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981068680242957;train;87.0811016983333;1;16;42;16;16;14000;multinomial
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195_auto_price;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.375490220291851;train;2.17724236833333;13;360;746;10;10;112;continuous
195_auto_price;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.336164129460554;test;2.17724236833333;13;360;746;10;10;112;continuous
1030_ERA;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.756316768318608;train;1.42530885833333;8;244;504;3;4;700;continuous
1030_ERA;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768138256843223;test;1.42530885833333;8;244;504;3;4;700;continuous
haberman;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.66687552213868;train;0.248439008333333;10;12;232;3;3;215;binomial
haberman;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.713089802130898;test;0.248439008333333;10;12;232;3;3;215;binomial
sleep;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890322534026676;train;30.721179075;0;5;10;13;13;74136;multinomial
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621_fri_c0_100_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356382585268729;train;1.98939552;10;300;620;6;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.519820871020971;test;1.98939552;10;300;620;6;10;70;continuous
biomed;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973651960784314;train;0.531862411683333;3;160;326;5;8;147;binomial
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207_autoPrice;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.286921841688819;train;0.240957626666667;5;50;260;4;10;112;continuous
207_autoPrice;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394944622225614;test;0.240957626666667;5;50;260;4;10;112;continuous
breast_w;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.355238963333333;5;36;242;8;9;490;binomial
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227_cpu_small;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.130073951289181;train;20.4134594616667;20;356;752;9;12;5735;continuous
227_cpu_small;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149505118474365;test;20.4134594616667;20;356;752;9;12;5735;continuous
backache;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842924528301887;train;6.15378604001667;20;32;850;25;32;126;binomial
backache;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.502040816326531;test;6.15378604001667;20;32;850;25;32;126;binomial
wine_quality_white;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.616900815938124;train;11.6639023766667;9;11;198;1;11;3429;multinomial
wine_quality_white;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.639495072381911;test;11.6639023766667;9;11;198;1;11;3429;multinomial
australian;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903276239446896;train;0.441910808333333;7;50;334;2;13;483;binomial
australian;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914591586493115;test;0.441910808333333;7;50;334;2;13;483;binomial
glass2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993038740920097;train;0.626826441666667;3;160;326;9;9;115;binomial
glass2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975;test;0.626826441666667;3;160;326;9;9;115;binomial
195_auto_price;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.406006350688956;train;1.18073011;9;20;370;3;10;112;continuous
195_auto_price;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369587554585062;test;1.18073011;9;20;370;3;10;112;continuous
592_fri_c4_1000_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847586470914469;train;0.980351345;6;50;272;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83323021704495;test;0.980351345;6;50;272;5;25;700;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795610486798582;train;1.93800947833333;10;20;404;7;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.921655128474324;test;1.93800947833333;10;20;404;7;10;350;continuous
analcatdata_japansolvent;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925438596491228;train;1.00795166333333;7;223;460;3;3;37;binomial
analcatdata_japansolvent;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.842592592592593;test;1.00795166333333;7;223;460;3;3;37;binomial
604_fri_c4_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860905117161433;train;1.58374964333333;8;20;328;5;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816591264405782;test;1.58374964333333;8;20;328;5;10;350;continuous
sleep;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901874069525631;train;34.2772014916667;0;100;200;13;13;74136;multinomial
sleep;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898834419065248;test;34.2772014916667;0;100;200;13;13;74136;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758119658119658;train;1.79462029333333;9;280;578;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.725396825396825;test;1.79462029333333;9;280;578;1;3;42;multinomial
pima;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826918377321603;train;0.915201235;15;32;638;8;8;538;binomial
pima;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855141727092947;test;0.915201235;15;32;638;8;8;538;binomial
satimage;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125153316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975657803210435;train;5.58870652166667;5;200;410;25;25;4505;multinomial
satimage;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125153316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978919636002308;test;5.58870652166667;5;200;410;25;25;4505;multinomial
movement_libras;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126115023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984825152567525;train;1.68785002833333;3;160;326;10;22;252;multinomial
movement_libras;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126115023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950336986646511;test;1.68785002833333;3;160;326;10;22;252;multinomial
503_wind;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460838233166129;train;1.10518996666667;6;70;302;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455621874646227;test;1.10518996666667;6;70;302;14;14;4602;continuous
wine_recognition;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;1.48583851;5;13;138;8;13;125;multinomial
wine_recognition;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997746101364523;test;1.48583851;5;13;138;8;13;125;multinomial
1096_FacultySalaries;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357058916730488;train;0.0970033166666667;5;10;114;2;2;35;continuous
1096_FacultySalaries;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.437084986315574;test;0.0970033166666667;5;10;114;2;2;35;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125143305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.511736244405491;train;0.64270849;3;160;326;1;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125143305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.712782688845191;test;0.64270849;3;160;326;1;4;70;continuous
tokyo1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976746818606318;train;2.42640385166667;20;364;768;20;21;672;binomial
tokyo1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965414033920851;test;2.42640385166667;20;364;768;20;21;672;binomial
ring;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.7745711112148;train;1.07982137666667;3;160;326;20;20;5180;binomial
ring;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766459438624025;test;1.07982137666667;3;160;326;20;20;5180;binomial
Hill_Valley_with_noise;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545205327413984;train;0.0388180116666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.514631777062716;test;0.0388180116666667;3;4;32;1;1;849;binomial
prnn_crabs;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999795876709532;train;0.602944763333333;3;160;326;2;3;140;binomial
prnn_crabs;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992213570634038;test;0.602944763333333;3;160;326;2;3;140;binomial
analcatdata_boxing1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752551020408163;train;0.0903164683333333;3;12;96;2;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.659090909090909;test;0.0903164683333333;3;12;96;2;3;84;binomial
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612912061373521;train;5.97306626;14;236;500;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612477176543284;test;5.97306626;14;236;500;9;9;21773;continuous
vowel;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.989679775;9;280;578;12;13;693;multinomial
vowel;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99564670854525;test;2.989679775;9;280;578;12;13;693;multinomial
564_fried;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125193325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480490919054666;train;4.56817590833333;3;160;326;9;10;28538;continuous
564_fried;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125193325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482545103622005;test;4.56817590833333;3;160;326;9;10;28538;continuous
flags;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.757213771310994;train;1.732871745;7;240;494;34;39;125;multinomial
flags;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742429453262787;test;1.732871745;7;240;494;34;39;125;multinomial
201_pol;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830203404978449;train;9.86362576166667;10;52;440;26;26;10500;continuous
201_pol;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84975390238396;test;9.86362576166667;10;52;440;26;26;10500;continuous
twonorm;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997990728549484;train;3.07708942;3;20;110;20;20;5180;binomial
twonorm;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997894444629332;test;3.07708942;3;20;110;20;20;5180;binomial
heart_statlog;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965580123090951;train;1.745751395;11;13;274;10;13;189;binomial
heart_statlog;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842105263157895;test;1.745751395;11;13;274;10;13;189;binomial
lupus;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873093681917211;train;0.606501788333333;3;160;326;2;2;61;binomial
lupus;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826388888888889;test;0.606501788333333;3;160;326;2;2;61;binomial
analcatdata_happiness;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908482142857143;train;0.0515787116666667;5;3;36;2;3;42;multinomial
analcatdata_happiness;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.423611111111111;test;0.0515787116666667;5;3;36;2;3;42;multinomial
547_no2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.649803989843551;train;0.26859371165;3;14;94;7;7;350;continuous
547_no2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.681970530765257;test;0.26859371165;3;14;94;7;7;350;continuous
505_tecator;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.099957953413397;train;0.617785163333333;3;160;326;12;18;168;continuous
505_tecator;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.13718655294114;test;0.617785163333333;3;160;326;12;18;168;continuous
344_mv;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0189320332335548;train;34.0070596916833;2;140;284;6;10;28538;continuous
344_mv;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0200187068715238;test;34.0070596916833;2;140;284;6;10;28538;continuous
vowel;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969688280268478;train;8.32382069833333;3;13;86;9;13;693;multinomial
vowel;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956730076515728;test;8.32382069833333;3;13;86;9;13;693;multinomial
vehicle;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949880706826129;train;1.88497526333333;3;13;80;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93306191163334;test;1.88497526333333;3;13;80;13;13;593;multinomial
cleve;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126092630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967121810995329;train;0.63976352;3;13;80;10;13;213;binomial
cleve;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126092630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829051383399209;test;0.63976352;3;13;80;10;13;213;binomial
562_cpu_small;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.119469430996751;train;17.7243330500167;9;280;578;10;12;5735;continuous
562_cpu_small;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157505095300654;test;17.7243330500167;9;280;578;10;12;5735;continuous
628_fri_c3_1000_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851749348344573;train;0.840014523316667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816710607375143;test;0.840014523316667;3;160;326;5;5;700;continuous
twonorm;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998250446072889;train;2.62796470833333;3;20;104;20;20;5180;binomial
twonorm;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997320495529693;test;2.62796470833333;3;20;104;20;20;5180;binomial
profb;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.688885357908954;train;4.10495188333333;20;500;1040;3;9;471;binomial
profb;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.688475177304965;test;4.10495188333333;20;500;1040;3;9;471;binomial
analcatdata_asbestos;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910300925925926;train;1.68906470166667;10;300;620;3;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885714285714286;test;1.68906470166667;10;300;620;3;3;59;binomial
197_cpu_act;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.182338319641453;train;5.64711433666667;9;32;398;15;16;5735;continuous
197_cpu_act;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.191247921748938;test;5.64711433666667;9;32;398;15;16;5735;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809510693591308;train;0.16374046;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805773477456665;test;0.16374046;3;10;72;5;5;700;continuous
allrep;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93868373275236;train;4.055527675;20;244;528;4;24;2641;multinomial
allrep;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967975759798961;test;4.055527675;20;244;528;4;24;2641;multinomial
cars;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853490784193702;train;0.1931723;10;7;146;6;7;275;multinomial
cars;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854761904761905;test;0.1931723;10;7;146;6;7;275;multinomial
letter;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990534957625145;train;23.1728983216667;8;260;536;12;16;14000;multinomial
letter;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986833197014381;test;23.1728983216667;8;260;536;12;16;14000;multinomial
594_fri_c2_100_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310289123187454;train;1.63585664666667;11;320;662;4;5;70;continuous
594_fri_c2_100_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.611624578938323;test;1.63585664666667;11;320;662;4;5;70;continuous
1089_USCrime;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.402552970121051;train;0.676425601666667;3;160;326;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.421188191868638;test;0.676425601666667;3;160;326;3;3;33;continuous
695_chatfield_4;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.318223871234374;train;1.79075262833333;6;215;442;9;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.371555140200488;test;1.79075262833333;6;215;442;9;9;165;continuous
602_fri_c3_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819039115715355;train;0.23450322;5;45;250;3;9;175;continuous
602_fri_c3_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871154897665016;test;0.23450322;5;45;250;3;9;175;continuous
analcatdata_cyyoung8092;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908333333333333;train;1.28129842666667;7;240;494;1;7;68;binomial
analcatdata_cyyoung8092;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.595;test;1.28129842666667;7;240;494;1;7;68;binomial
profb;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.695317959468903;train;1.59376520166667;8;260;536;9;9;471;binomial
profb;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.612676056338028;test;1.59376520166667;8;260;536;9;9;471;binomial
spectf;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935838835280176;train;3.16534768666667;20;446;932;40;44;245;binomial
spectf;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828045977011494;test;3.16534768666667;20;446;932;40;44;245;binomial
analcatdata_creditscore;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125190857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990384615384615;train;0.28404092835;3;112;230;1;6;70;binomial
analcatdata_creditscore;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125190857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.28404092835;3;112;230;1;6;70;binomial
1089_USCrime;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447096204682982;train;2.51861118166667;13;360;746;7;7;33;continuous
1089_USCrime;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540929431470672;test;2.51861118166667;13;360;746;7;7;33;continuous
glass;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892257380310615;train;2.69781164333333;20;386;812;6;9;144;multinomial
glass;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855338657202011;test;2.69781164333333;20;386;812;6;9;144;multinomial
556_analcatdata_apnea2;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.223638339193161;train;1.00882669833333;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.566012890355346;test;1.00882669833333;3;160;326;0;3;333;continuous
595_fri_c0_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231810982838745;train;2.68133636666667;11;320;662;5;10;700;continuous
595_fri_c0_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415959468658693;test;2.68133636666667;11;320;662;5;10;700;continuous
542_pollution;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.500002651899684;train;0.756832858333333;12;45;544;7;9;42;continuous
542_pollution;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.633834667726864;test;0.756832858333333;12;45;544;7;9;42;continuous
631_fri_c1_500_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822573342425753;train;0.859478423333333;3;160;326;5;5;350;continuous
631_fri_c1_500_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851870876778964;test;0.859478423333333;3;160;326;5;5;350;continuous
spectf;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892669713898764;train;1.72131957833333;20;176;888;7;44;245;binomial
spectf;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812873563218391;test;1.72131957833333;20;176;888;7;44;245;binomial
yeast;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875170788510879;train;0.110831113333333;3;8;56;5;8;1036;multinomial
yeast;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864244106731164;test;0.110831113333333;3;8;56;5;8;1036;multinomial
1096_FacultySalaries;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.314782222419069;train;0.881697471666667;5;184;378;1;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5770089572464;test;0.881697471666667;5;184;378;1;2;35;continuous
201_pol;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45261200279657;train;5.72152595168333;11;304;630;25;25;10500;continuous
201_pol;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435707035177727;test;5.72152595168333;11;304;630;25;25;10500;continuous
641_fri_c1_500_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843999435229767;train;0.942679598333333;6;20;256;10;10;350;continuous
641_fri_c1_500_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819534791926329;test;0.942679598333333;6;20;256;10;10;350;continuous
vehicle;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928840200896306;train;1.54941052;6;220;452;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931949641849249;test;1.54941052;6;220;452;13;13;593;multinomial
612_fri_c1_1000_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124191514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.137889559370047;train;2.32930528;13;360;746;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124191514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264734539637073;test;2.32930528;13;360;746;5;5;700;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999649859943978;train;0.581619491666667;3;160;326;4;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980519480519481;test;0.581619491666667;3;160;326;4;4;185;binomial
615_fri_c4_250_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800678451958108;train;0.325123818333333;8;45;376;4;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818872877253244;test;0.325123818333333;8;45;376;4;9;175;continuous
agaricus_lepiota;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.381099941666667;3;48;102;10;20;5702;binomial
agaricus_lepiota;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.381099941666667;3;48;102;10;20;5702;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954248366013072;train;0.271291695;8;16;262;3;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.271291695;8;16;262;3;4;35;binomial
527_analcatdata_election2000;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281520206994061;train;0.65603758;3;160;326;1;1;47;continuous
527_analcatdata_election2000;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327256717392547;test;0.65603758;3;160;326;1;1;47;continuous
556_analcatdata_apnea2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.228841750633709;train;1.27459554666667;5;184;378;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515724139974356;test;1.27459554666667;5;184;378;3;3;333;continuous
665_sleuth_case2002;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.778804745257719;train;0.60696224;7;12;178;5;6;103;continuous
665_sleuth_case2002;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661152683466131;test;0.60696224;7;12;178;5;6;103;continuous
vowel;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969979456172104;train;0.72857427;13;13;336;9;13;693;multinomial
vowel;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955182927454984;test;0.72857427;13;13;336;9;13;693;multinomial
621_fri_c0_100_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466966662777584;train;1.40872509333333;5;200;410;9;10;70;continuous
621_fri_c0_100_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.635095179827693;test;1.40872509333333;5;200;410;9;10;70;continuous
581_fri_c3_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790163286852692;train;0.315112268333333;5;125;270;8;25;350;continuous
581_fri_c3_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833069839189848;test;0.315112268333333;5;125;270;8;25;350;continuous
calendarDOW;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98205367599859;train;0.71861334;3;160;326;10;16;280;multinomial
calendarDOW;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.835773319633889;test;0.71861334;3;160;326;10;16;280;multinomial
analcatdata_authorship;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125152309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.283159898333333;3;57;138;24;70;589;multinomial
analcatdata_authorship;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125152309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99640892249534;test;0.283159898333333;3;57;138;24;70;589;multinomial
analcatdata_boxing2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74213691026827;train;0.453276786666667;3;160;326;2;3;93;binomial
analcatdata_boxing2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.52;test;0.453276786666667;3;160;326;2;3;93;binomial
contraceptive;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.830736240647304;train;1.54092493166667;5;200;410;7;9;1032;multinomial
contraceptive;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.761997055360768;test;1.54092493166667;5;200;410;7;9;1032;multinomial
560_bodyfat;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0613752797998484;train;1.15164413668333;5;184;378;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0908642133070417;test;1.15164413668333;5;184;378;1;13;177;continuous
dermatology;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.05435335333333;3;160;326;25;25;257;multinomial
dermatology;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998323586744639;test;1.05435335333333;3;160;326;25;25;257;multinomial
663_rabe_266;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.112506715691237;train;0.911629271666667;3;160;326;2;2;84;continuous
663_rabe_266;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.120490838762103;test;0.911629271666667;3;160;326;2;2;84;continuous
magic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867045563061637;train;0.83489544;10;36;414;9;9;13314;binomial
magic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871267190569745;test;0.83489544;10;36;414;9;9;13314;binomial
621_fri_c0_100_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329098166725378;train;1.43655556666667;6;220;452;9;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.64849358260877;test;1.43655556666667;6;220;452;9;10;70;continuous
624_fri_c0_100_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476778614265964;train;0.286313288333333;8;25;376;5;5;70;continuous
624_fri_c0_100_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.573460602174803;test;0.286313288333333;8;25;376;5;5;70;continuous
596_fri_c2_250_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202756621746562;train;1.51319960666667;10;300;620;5;5;175;continuous
596_fri_c2_250_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410168119193785;test;1.51319960666667;10;300;620;5;5;175;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713168501845213;train;0.180086705;3;45;166;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713463242072549;test;0.180086705;3;45;166;7;9;12248;continuous
651_fri_c0_100_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479329277075362;train;1.00639008166667;3;160;326;25;25;70;continuous
651_fri_c0_100_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677488419343455;test;1.00639008166667;3;160;326;25;25;70;continuous
heart_c;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951025869759144;train;2.3209725;13;360;746;12;13;213;binomial
heart_c;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927758535378526;test;2.3209725;13;360;746;12;13;213;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930208333333333;train;3.46433123831667;20;419;878;6;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94;test;3.46433123831667;20;419;878;6;7;68;binomial
phoneme;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80241995749475;train;0.350074453333333;9;20;290;4;5;3783;binomial
phoneme;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79819176247349;test;0.350074453333333;9;20;290;4;5;3783;binomial
616_fri_c4_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817477201724993;train;1.631447355;10;100;444;6;50;350;continuous
616_fri_c4_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832538273142918;test;1.631447355;10;100;444;6;50;350;continuous
diabetes;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840338619069109;train;0.777365186666667;10;8;168;8;8;538;binomial
diabetes;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817913777990278;test;0.777365186666667;10;8;168;8;8;538;binomial
labor;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976;train;0.975224073333333;6;220;452;8;15;40;binomial
labor;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933333333333333;test;0.975224073333333;6;220;452;8;15;40;binomial
ecoli;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963440190262413;train;0.693026795;3;160;326;5;5;229;multinomial
ecoli;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947969276094276;test;0.693026795;3;160;326;5;5;229;multinomial
598_fri_c0_1000_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49835921056434;train;0.162979501666667;3;85;176;7;25;700;continuous
598_fri_c0_1000_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516035644155476;test;0.162979501666667;3;85;176;7;25;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844802062768826;train;0.871860256666667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859069640828016;test;0.871860256666667;3;160;326;5;5;700;continuous
agaricus_lepiota;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125120915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.11584837666667;3;20;70;20;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125120915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.11584837666667;3;20;70;20;20;5702;binomial
labor;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.156953198333333;3;49;166;2;15;40;binomial
labor;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.733333333333333;test;0.156953198333333;3;49;166;2;15;40;binomial
wine_recognition;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999848484848485;train;0.821064143333333;3;160;326;10;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99890350877193;test;0.821064143333333;3;160;326;10;13;125;multinomial
581_fri_c3_500_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836596311115313;train;0.160680491666667;3;90;186;5;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835383217322047;test;0.160680491666667;3;90;186;5;25;350;continuous
643_fri_c2_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824416182212629;train;0.193215585;3;90;186;25;25;350;continuous
643_fri_c2_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891104001975848;test;0.193215585;3;90;186;25;25;350;continuous
coil2000;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722910955049213;train;6.01550328333333;20;172;880;2;59;6876;binomial
coil2000;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671357637397221;test;6.01550328333333;20;172;880;2;59;6876;binomial
churn;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126093240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860780595041695;train;10.79211093;14;15;400;8;15;3500;binomial
churn;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126093240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862351730815783;test;10.79211093;14;15;400;8;15;3500;binomial
analcatdata_boxing2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868708452041785;train;1.11926355668333;10;235;490;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929144385026738;test;1.11926355668333;10;235;490;1;3;93;binomial
spectf;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124190927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854439211582069;train;0.933763776666667;3;160;326;44;44;245;binomial
spectf;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124190927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886284722222222;test;0.933763776666667;3;160;326;44;44;245;binomial
crx;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935760659764871;train;0.468574756683333;7;52;334;10;13;483;binomial
crx;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888235294117647;test;0.468574756683333;7;52;334;10;13;483;binomial
344_mv;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0283868056626787;train;22.2191430333333;5;200;410;5;10;28538;continuous
344_mv;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0304011483519891;test;22.2191430333333;5;200;410;5;10;28538;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281622082590011;train;1.89765045998333;8;260;536;6;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.486248914029944;test;1.89765045998333;8;260;536;6;25;175;continuous
hypothyroid;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942798595324811;train;1.66717476166667;20;80;880;19;20;2215;binomial
hypothyroid;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901000772300167;test;1.66717476166667;20;80;880;19;20;2215;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.641373473917869;train;1.37642133166667;5;200;410;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.478750531236719;test;1.37642133166667;5;200;410;1;1;849;binomial
601_fri_c1_250_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.761044921189695;train;0.120166421666667;3;25;156;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861388108586551;test;0.120166421666667;3;25;156;5;5;175;continuous
651_fri_c0_100_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.701889029655697;train;0.288459696683333;5;121;270;6;25;70;continuous
651_fri_c0_100_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852855238115731;test;0.288459696683333;5;121;270;6;25;70;continuous
Hill_Valley_without_noise;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.496751984898118;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535104767689037;test;;-Inf;-Inf;;1;1;849;binomial
horse_colic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887411989208396;train;2.72418572666667;9;22;312;2;22;258;binomial
horse_colic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857435897435897;test;2.72418572666667;9;22;312;2;22;258;binomial
analcatdata_asbestos;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81993006993007;train;0.81011833;3;160;326;2;3;59;binomial
analcatdata_asbestos;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881118881118881;test;0.81011833;3;160;326;2;3;59;binomial
ann_thyroid;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994855989136649;train;0.680722038333333;7;21;284;2;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99335802654902;test;0.680722038333333;7;21;284;2;21;5040;multinomial
heart_h;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906508521877803;train;1.53224643;9;280;578;3;12;206;binomial
heart_h;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897996357012751;test;1.53224643;9;280;578;3;12;206;binomial
fars;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125182934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871760405706293;train;14.822031975;6;21;224;8;21;70678;multinomial
fars;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125182934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871133145363295;test;14.822031975;6;21;224;8;21;70678;multinomial
tae;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.737313034188034;train;0.0402823016666667;3;5;38;5;5;106;multinomial
tae;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.675314228255405;test;0.0402823016666667;3;5;38;5;5;106;multinomial
519_vinnie;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.465374216598921;train;0.661608925;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481722052817888;test;0.661608925;3;160;326;1;2;266;continuous
satimage;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993060738230296;train;2.77956575;3;160;326;25;25;4505;multinomial
satimage;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985257713567454;test;2.77956575;3;160;326;25;25;4505;multinomial
1595_poker;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125102157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816159083901633;train;40.78154549;1;20;54;5;10;717507;continuous
1595_poker;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125102157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815036450518218;test;40.78154549;1;20;54;5;10;717507;continuous
1191_BNG_pbc;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.795713000401827;train;397.891633983333;0;100;200;10;18;700000;continuous
1191_BNG_pbc;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.796190053869114;test;397.891633983333;0;100;200;10;18;700000;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831738584360787;train;0.670042423333333;6;18;232;4;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826353383172822;test;0.670042423333333;6;18;232;4;9;175;continuous
analcatdata_happiness;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693833943833944;train;0.595348025;3;160;326;2;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.61984126984127;test;0.595348025;3;160;326;2;3;42;multinomial
spectf;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124184909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924242424242424;train;1.12940158333333;14;157;636;22;44;245;binomial
spectf;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124184909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885108481262327;test;1.12940158333333;14;157;636;22;44;245;binomial
687_sleuth_ex1605;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.961116524778619;train;0.129140386666667;3;25;144;0;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.9496236487392;test;0.129140386666667;3;25;144;0;5;44;continuous
1196_BNG_pharynx;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.662279894191813;train;34.3936371116667;1;120;242;9;10;700000;continuous
1196_BNG_pharynx;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663061009710696;test;34.3936371116667;1;120;242;9;10;700000;continuous
analcatdata_bankruptcy;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976973684210526;train;0.537757931666667;3;144;294;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907407407407407;test;0.537757931666667;3;144;294;2;3;35;binomial
218_house_8L;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124154539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495774820209008;train;3.41480597333333;6;220;452;8;8;15949;continuous
218_house_8L;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124154539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493750744074039;test;3.41480597333333;6;220;452;8;8;15949;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126112417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212818337957597;train;4.52248278666667;20;480;1000;6;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126112417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.482366934614366;test;4.52248278666667;20;480;1000;6;50;175;continuous
calendarDOW;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990665858411086;train;0.780301933333333;3;160;326;14;14;280;multinomial
calendarDOW;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837138901328557;test;0.780301933333333;3;160;326;14;14;280;multinomial
dis;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.728491245706627;train;5.37576821833333;6;25;252;4;25;2641;binomial
dis;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.61989871909443;test;5.37576821833333;6;25;252;4;25;2641;binomial
690_visualizing_galaxy;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314795884110025;train;0.15239302;7;15;186;3;3;227;continuous
690_visualizing_galaxy;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.342570889698809;test;0.15239302;7;15;186;3;3;227;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125200520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84597631105717;train;1.77736153666667;8;20;334;5;10;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125200520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855377732837637;test;1.77736153666667;8;20;334;5;10;350;continuous
buggyCrx;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919511899820119;train;0.706971290016667;10;56;460;5;14;483;binomial
buggyCrx;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889323911382735;test;0.706971290016667;10;56;460;5;14;483;binomial
vehicle;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83157604223331;train;2.93137811165;6;13;160;8;13;593;multinomial
vehicle;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832516636802351;test;2.93137811165;6;13;160;8;13;593;multinomial
agaricus_lepiota;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999899304374405;train;1.90223113;3;160;326;12;20;5702;binomial
agaricus_lepiota;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999924876179846;test;1.90223113;3;160;326;12;20;5702;binomial
648_fri_c1_250_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256575453287736;train;2.071518805;8;260;536;5;50;175;continuous
648_fri_c1_250_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.521217220494012;test;2.071518805;8;260;536;5;50;175;continuous
hungarian;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125183839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903717731486096;train;2.44808223;13;12;312;7;12;206;binomial
hungarian;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125183839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904675166970249;test;2.44808223;13;12;312;7;12;206;binomial
pima;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850050947015104;train;0.66418095;3;160;326;8;8;538;binomial
pima;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80994455994456;test;0.66418095;3;160;326;8;8;538;binomial
wdbc;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996191135734072;train;0.813213393333333;3;160;326;21;21;399;binomial
wdbc;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991212121212121;test;0.813213393333333;3;160;326;21;21;399;binomial
breast_w;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988705264714581;train;0.61171665835;3;160;326;8;8;490;binomial
breast_w;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993553585817889;test;0.61171665835;3;160;326;8;8;490;binomial
601_fri_c1_250_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810296322175955;train;0.29455186;3;10;72;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796312063182937;test;0.29455186;3;10;72;5;5;175;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219229946458694;train;0.842364215;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331755772364089;test;0.842364215;3;160;326;5;5;700;continuous
flags;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770800032488629;train;2.86216939333333;13;360;746;5;40;125;multinomial
flags;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718656004489338;test;2.86216939333333;13;360;746;5;40;125;multinomial
645_fri_c3_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204013008697524;train;3.314943225;12;340;704;5;50;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347266659775434;test;3.314943225;12;340;704;5;50;350;continuous
prnn_crabs;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125202237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.16367818666667;8;260;536;2;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125202237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971078976640712;test;1.16367818666667;8;260;536;2;3;140;binomial
cleve;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946853892641308;train;1.13075795166667;6;13;146;12;13;213;binomial
cleve;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901443504230961;test;1.13075795166667;6;13;146;12;13;213;binomial
calendarDOW;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125125613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994070433080909;train;1.986311355;12;292;608;13;15;280;multinomial
calendarDOW;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125125613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831235422498541;test;1.986311355;12;292;608;13;15;280;multinomial
analcatdata_germangss;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125131037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80851810556724;train;0.78666842835;6;5;66;3;5;280;multinomial
analcatdata_germangss;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125131037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.730638180046075;test;0.78666842835;6;5;66;3;5;280;multinomial
saheart;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815886488340192;train;0.960337063333333;3;160;326;9;9;324;binomial
saheart;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724060822898032;test;0.960337063333333;3;160;326;9;9;324;binomial
dis;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.691853273619109;train;12.7108105316667;9;25;382;8;25;2641;binomial
dis;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.625911959996721;test;12.7108105316667;9;25;382;8;25;2641;binomial
prnn_fglass;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954578754578755;train;1.39699455;7;240;494;9;9;144;multinomial
prnn_fglass;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886121693121693;test;1.39699455;7;240;494;9;9;144;multinomial
646_fri_c3_500_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794556220587019;train;0.134521928333333;3;45;166;9;9;350;continuous
646_fri_c3_500_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81058492431023;test;0.134521928333333;3;45;166;9;9;350;continuous
624_fri_c0_100_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497704444414524;train;1.45182409166667;7;234;482;5;5;70;continuous
624_fri_c0_100_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498613700645658;test;1.45182409166667;7;234;482;5;5;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878352000281047;train;0.0979954633333333;3;20;146;1;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.949065253345989;test;0.0979954633333333;3;20;146;1;4;70;continuous
210_cloud;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.217543196041696;train;0.32915920165;5;10;112;4;5;76;continuous
210_cloud;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.296276501770206;test;0.32915920165;5;10;112;4;5;76;continuous
wine_quality_red;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910697830926769;train;1.301614485;3;160;326;7;11;1120;multinomial
wine_quality_red;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.751902639970601;test;1.301614485;3;160;326;7;11;1120;multinomial
ring;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125194553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98843260130139;train;6.55925159833333;3;160;326;20;20;5180;binomial
ring;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125194553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986556686499688;test;6.55925159833333;3;160;326;20;20;5180;binomial
agaricus_lepiota;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.95629406666667;3;20;70;20;20;5702;binomial
agaricus_lepiota;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.95629406666667;3;20;70;20;20;5702;binomial
596_fri_c2_250_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82413705319565;train;1.37662741833333;5;200;410;5;5;175;continuous
596_fri_c2_250_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809254332585256;test;1.37662741833333;5;200;410;5;5;175;continuous
581_fri_c3_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124204041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255146158939537;train;3.07550277166667;9;280;578;8;25;350;continuous
581_fri_c3_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124204041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367452588476936;test;3.07550277166667;9;280;578;8;25;350;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183567811967664;train;1.98318881;8;260;536;3;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337780813050667;test;1.98318881;8;260;536;3;25;175;continuous
344_mv;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.390531026609942;train;0.391923438333333;5;50;250;9;10;28538;continuous
344_mv;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399927870458372;test;0.391923438333333;5;50;250;9;10;28538;continuous
contraceptive;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.755958572357214;train;1.01213466833333;3;160;326;9;9;1032;multinomial
contraceptive;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.704941006170514;test;1.01213466833333;3;160;326;9;9;1032;multinomial
glass;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993210142980897;train;1.04871434166667;5;200;410;5;9;144;multinomial
glass;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89578449905482;test;1.04871434166667;5;200;410;5;9;144;multinomial
lupus;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825514874141877;train;0.17849631;10;8;170;1;2;61;binomial
lupus;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.17849631;10;8;170;1;2;61;binomial
1196_BNG_pharynx;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.656008045789265;train;220.560781795;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.657074549192859;test;220.560781795;0;100;200;5;10;700000;continuous
574_house_16H;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.586140830229114;train;0.256717295;3;73;176;15;15;15949;continuous
574_house_16H;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.583673310012992;test;0.256717295;3;73;176;15;15;15949;continuous
210_cloud;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243347947502085;train;0.898685923333333;5;200;410;2;5;76;continuous
210_cloud;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340004358037057;test;0.898685923333333;5;200;410;2;5;76;continuous
344_mv;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124190942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0110870369024941;train;28.9265046016667;7;240;494;5;9;28538;continuous
344_mv;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124190942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0115112272467991;test;28.9265046016667;7;240;494;5;9;28538;continuous
665_sleuth_case2002;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804858229688961;train;0.26646886;5;12;134;2;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704978695325412;test;0.26646886;5;12;134;2;6;103;continuous
heart_c;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898103845472267;train;0.656287198333333;3;160;326;10;13;213;binomial
heart_c;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953242835595777;test;0.656287198333333;3;160;326;10;13;213;binomial
allbp;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125105049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979643939473061;train;4.29134569666667;16;388;808;22;25;2641;multinomial
allbp;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125105049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988333847260767;test;4.29134569666667;16;388;808;22;25;2641;multinomial
analcatdata_lawsuit;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991088631984586;train;0.910517748333333;3;160;326;2;4;185;binomial
analcatdata_lawsuit;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998015873015873;test;0.910517748333333;3;160;326;2;4;185;binomial
556_analcatdata_apnea2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240803310730544;train;1.12649150333333;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.598206838489672;test;1.12649150333333;3;160;326;0;3;333;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791088563958766;train;0.94137091;3;160;326;5;5;175;continuous
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616_fri_c4_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834555916633537;train;0.221325331666667;3;90;186;5;50;350;continuous
616_fri_c4_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814317513589747;test;0.221325331666667;3;90;186;5;50;350;continuous
iris;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979527104959631;train;0.75111806;3;160;326;3;3;105;multinomial
iris;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966145833333333;test;0.75111806;3;160;326;3;3;105;multinomial
appendicitis;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858313817330211;train;1.01175488833333;5;200;410;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857142857142857;test;1.01175488833333;5;200;410;4;4;75;binomial
626_fri_c2_500_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807697825240502;train;2.472854805;14;376;780;8;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830681932414588;test;2.472854805;14;376;780;8;50;350;continuous
flags;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961928609769189;train;1.46963643666667;18;39;768;22;39;125;multinomial
flags;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.593675975440681;test;1.46963643666667;18;39;768;22;39;125;multinomial
optdigits;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998233177878796;train;5.37781639665;3;160;326;52;61;3934;multinomial
optdigits;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998120702547348;test;5.37781639665;3;160;326;52;61;3934;multinomial
1201_BNG_breastTumor;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914452414951608;train;1.22889889833333;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916469701504568;test;1.22889889833333;3;18;122;9;9;81648;continuous
592_fri_c4_1000_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844605919562407;train;1.73619659833333;7;240;494;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837708713112913;test;1.73619659833333;7;240;494;5;25;700;continuous
analcatdata_cyyoung9302;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982248520710059;train;1.35735579666667;12;270;564;7;7;65;binomial
analcatdata_cyyoung9302;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873015873015873;test;1.35735579666667;12;270;564;7;7;65;binomial
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sonar;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836990595611285;test;1.27052300831667;3;54;138;10;60;146;binomial
tokyo1;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126110422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960186430905247;train;1.855129695;5;22;194;10;22;672;binomial
tokyo1;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126110422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971416561580496;test;1.855129695;5;22;194;10;22;672;binomial
599_fri_c2_1000_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125113604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809510693591308;train;0.268553383333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125113604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805773477456665;test;0.268553383333333;3;10;72;5;5;700;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81808631570407;train;2.14542783;9;280;578;6;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838783757195721;test;2.14542783;9;280;578;6;49;350;continuous
coil2000;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.719631720350083;train;9.30280704833333;8;260;536;4;59;6876;binomial
coil2000;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748719062552975;test;9.30280704833333;8;260;536;4;59;6876;binomial
1030_ERA;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.747667182433298;train;1.38081718666667;9;259;536;3;4;700;continuous
1030_ERA;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.762903144279249;test;1.38081718666667;9;259;536;3;4;700;continuous
segmentation;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996842415238683;train;0.161789276666667;3;14;94;7;14;1617;multinomial
segmentation;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99801180316181;test;0.161789276666667;3;14;94;7;14;1617;multinomial
prnn_fglass;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125182019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881840248176565;train;1.44166844166667;5;200;410;9;9;144;multinomial
prnn_fglass;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125182019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855850694444444;test;1.44166844166667;5;200;410;9;9;144;multinomial
586_fri_c3_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818077862026062;train;0.904271015;3;45;146;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788823962802166;test;0.904271015;3;45;146;5;25;700;continuous
678_visualizing_environmental;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125100000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.907468087274794;train;0.171033903333333;6;15;194;0;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125100000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.02178776122453;test;0.171033903333333;6;15;194;0;3;78;continuous
595_fri_c0_1000_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487600687036749;train;1.37024755835;7;20;294;6;10;700;continuous
595_fri_c0_1000_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515579111449377;test;1.37024755835;7;20;294;6;10;700;continuous
ring;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775845256580893;train;1.08339033001667;3;160;326;20;20;5180;binomial
ring;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.757743484982332;test;1.08339033001667;3;160;326;20;20;5180;binomial
1199_BNG_echoMonths;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713704280545778;train;0.41973467;7;45;334;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.714761791810914;test;0.41973467;7;45;334;7;9;12248;continuous
credit_g;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806536111970306;train;1.10401163;12;79;544;11;20;700;binomial
credit_g;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752894511149228;test;1.10401163;12;79;544;11;20;700;binomial
waveform_21;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124211119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973644582078277;train;6.18323788831667;10;284;588;16;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124211119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967805754118428;test;6.18323788831667;10;284;588;16;21;3500;multinomial
hypothyroid;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99675845730589;train;3.34864266333333;6;220;452;16;21;2215;binomial
hypothyroid;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986234520887986;test;3.34864266333333;6;220;452;16;21;2215;binomial
ann_thyroid;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99235418954014;train;0.32321685;3;21;122;6;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978803928297021;test;0.32321685;3;21;122;6;21;5040;multinomial
adult;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908311603001223;train;26.039752675;3;160;326;10;12;34190;binomial
adult;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904373573842906;test;26.039752675;3;160;326;10;12;34190;binomial
627_fri_c2_500_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82422738612577;train;1.290721705;5;200;410;8;10;350;continuous
627_fri_c2_500_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808794365688521;test;1.290721705;5;200;410;8;10;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83698074173175;train;1.200170565;5;200;410;5;5;350;continuous
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analcatdata_boxing2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126092314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855175688509022;train;0.544986301666667;3;160;326;2;3;93;binomial
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658_fri_c3_250_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854591572558483;train;2.56059551166667;10;50;444;18;25;175;continuous
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yeast;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862626149642516;test;9.93572667333333;8;8;136;6;8;1036;multinomial
228_elusage;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431403894971515;train;0.0467997333333333;3;2;16;1;1;39;continuous
228_elusage;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483302391766745;test;0.0467997333333333;3;2;16;1;1;39;continuous
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201_pol;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494013299629994;test;12.4577581516667;6;50;272;25;25;10500;continuous
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breast;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99516501997057;test;0.841131515;3;160;326;6;9;490;binomial
dis;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.665887576442992;train;8.94508049166667;10;25;414;3;25;2641;binomial
dis;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.77591599642538;test;8.94508049166667;10;25;414;3;25;2641;binomial
592_fri_c4_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835539675077036;train;0.179554955;3;85;176;8;25;700;continuous
592_fri_c4_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849571550893844;test;0.179554955;3;85;176;8;25;700;continuous
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twonorm;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997757179582298;test;1.12849369333333;3;160;326;20;20;5180;binomial
547_no2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3891215413497;train;2.33753861166667;10;300;620;7;7;350;continuous
547_no2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.597220551529791;test;2.33753861166667;10;300;620;7;7;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125103147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858617096795742;train;0.411686778333333;9;50;418;6;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125103147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822260595570531;test;0.411686778333333;9;50;418;6;10;350;continuous
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574_house_16H;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33583377851484;train;32.29574015;4;180;368;15;15;15949;continuous
574_house_16H;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382873272994653;test;32.29574015;4;180;368;15;15;15949;continuous
mfeat_fourier;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98994291051675;train;41.2722704583333;3;63;138;64;76;1400;multinomial
mfeat_fourier;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975092534924306;test;41.2722704583333;3;63;138;64;76;1400;multinomial
cmc;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718966820356775;train;2.77771032833333;9;9;170;3;9;1032;multinomial
cmc;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686661853273461;test;2.77771032833333;9;9;170;3;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.81106170710197;train;0.888491548333333;3;160;326;5;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.723532697444909;test;0.888491548333333;3;160;326;5;9;1032;multinomial
195_auto_price;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125185100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.383621521561809;train;0.90745848665;5;200;410;2;10;112;continuous
195_auto_price;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125185100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.429173265306273;test;0.90745848665;5;200;410;2;10;112;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.74821695707272;train;1.47852616833333;5;200;410;8;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.729646848908123;test;1.47852616833333;5;200;410;8;9;70;continuous
sleep;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126090239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867385163104185;train;3.075512775;5;13;130;9;13;74136;multinomial
sleep;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126090239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865799309680806;test;3.075512775;5;13;130;9;13;74136;multinomial
602_fri_c3_250_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81263412416865;train;1.301559995;3;160;326;5;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852487464250607;test;1.301559995;3;160;326;5;9;175;continuous
529_pollen;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.432294276439423;train;0.407694051666667;6;8;108;4;4;2694;continuous
529_pollen;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446744261840585;test;0.407694051666667;6;8;108;4;4;2694;continuous
clean2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973669983238829;train;16.602062635;3;65;136;107;107;4619;binomial
clean2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97063309231881;test;16.602062635;3;65;136;107;107;4619;binomial
tae;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740327380952381;train;0.243270543333333;3;5;38;5;5;106;multinomial
tae;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.664856711915535;test;0.243270543333333;3;5;38;5;5;106;multinomial
wine_recognition;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0817864033333333;3;13;88;5;13;125;multinomial
wine_recognition;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978070175438597;test;0.0817864033333333;3;13;88;5;13;125;multinomial
analcatdata_boxing2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126092314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.680436847103514;train;0.498322333333333;15;3;96;1;3;93;binomial
analcatdata_boxing2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126092314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717914438502674;test;0.498322333333333;15;3;96;1;3;93;binomial
clean1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.810365293333333;3;160;326;1;92;334;binomial
clean1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.810365293333333;3;160;326;1;92;334;binomial
582_fri_c1_500_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345081233471843;train;0.717254346666667;3;160;326;5;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378023976111019;test;0.717254346666667;3;160;326;5;25;350;continuous
195_auto_price;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.341538414400324;train;0.750748748333333;7;20;298;4;10;112;continuous
195_auto_price;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.290075725039648;test;0.750748748333333;7;20;298;4;10;112;continuous
sonar;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951924882629108;train;1.89643787666667;5;200;410;60;60;146;binomial
sonar;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943376068376068;test;1.89643787666667;5;200;410;60;60;146;binomial
647_fri_c1_250_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851137742404251;train;1.36013369666667;5;200;410;7;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761118960379422;test;1.36013369666667;5;200;410;7;10;175;continuous
hepatitis;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126110843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.723615464994775;train;0.650435906666667;3;19;112;1;19;109;binomial
hepatitis;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126110843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758333333333333;test;0.650435906666667;3;19;112;1;19;109;binomial
analcatdata_happiness;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709821428571429;train;0.264489301666667;9;3;60;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638888888888889;test;0.264489301666667;9;3;60;1;3;42;multinomial
profb;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.639389846667196;train;0.723716711666667;12;36;536;4;9;471;binomial
profb;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125182208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678486997635934;test;0.723716711666667;12;36;536;4;9;471;binomial
contraceptive;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.82205415791873;train;1.66999877833333;5;200;410;9;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.745875619553261;test;1.66999877833333;5;200;410;9;9;1032;multinomial
heart_h;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946577805987517;train;1.32549443333333;8;12;202;9;12;206;binomial
heart_h;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891891891891892;test;1.32549443333333;8;12;202;9;12;206;binomial
618_fri_c3_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124212236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224750872494287;train;4.49406512666667;17;376;786;8;50;700;continuous
618_fri_c3_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124212236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3193314151045;test;4.49406512666667;17;376;786;8;50;700;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806737410335859;train;0.871950185;3;160;326;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857986851154732;test;0.871950185;3;160;326;5;5;175;continuous
coil2000;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124191104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697935706418195;train;15.370179225;0;5;10;2;59;6876;binomial
coil2000;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124191104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722132988642143;test;15.370179225;0;5;10;2;59;6876;binomial
599_fri_c2_1000_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814545414607495;train;0.386951185;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819428652304314;test;0.386951185;3;10;72;5;5;700;continuous
573_cpu_act;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125132746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.163457603201724;train;1.54606101501667;3;160;326;16;16;5735;continuous
573_cpu_act;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125132746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.165655929644914;test;1.54606101501667;3;160;326;16;16;5735;continuous
new_thyroid;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999866452991453;train;0.229114833333333;3;5;36;3;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993694711086015;test;0.229114833333333;3;5;36;3;5;151;multinomial
637_fri_c1_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809003303536292;train;0.428667806666667;6;150;312;14;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.919381010310442;test;0.428667806666667;6;150;312;14;50;350;continuous
294_satellite_image;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125195720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.437391742111574;train;1.94154775001667;5;184;378;24;24;4505;continuous
294_satellite_image;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125195720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455849447690768;test;1.94154775001667;5;184;378;24;24;4505;continuous
clean2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125120947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974763175656756;train;18.2585919666667;3;65;136;109;109;4619;binomial
clean2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125120947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970650128600537;test;18.2585919666667;3;65;136;109;109;4619;binomial
1193_BNG_lowbwt;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.59235683936857;train;16.5459317166667;5;200;410;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598827140967256;test;16.5459317166667;5;200;410;8;9;21773;continuous
cmc;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744845891239094;train;0.132823333333333;6;9;116;8;9;1032;multinomial
cmc;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710791542724316;test;0.132823333333333;6;9;116;8;9;1032;multinomial
bupa;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760128441620551;train;2.46507237666667;12;340;704;5;5;242;binomial
bupa;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.612128146453089;test;2.46507237666667;12;340;704;5;5;242;binomial
635_fri_c0_250_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.590451996289913;train;0.508741883333333;3;20;132;10;10;175;continuous
635_fri_c0_250_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490686912926702;test;0.508741883333333;3;20;132;10;10;175;continuous
saheart;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.757778233244517;train;0.679531563333333;3;160;326;6;9;324;binomial
saheart;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820467689212975;test;0.679531563333333;3;160;326;6;9;324;binomial
cleve;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915878679750223;train;0.674707671666667;3;160;326;7;13;213;binomial
cleve;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943097476496784;test;0.674707671666667;3;160;326;7;13;213;binomial
519_vinnie;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.47954664547205;train;0.073875045;3;10;80;1;2;266;continuous
519_vinnie;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458714348119281;test;0.073875045;3;10;80;1;2;266;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.401199301473612;train;1.00176361833333;5;200;410;25;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.712556636996012;test;1.00176361833333;5;200;410;25;25;70;continuous
pendigits;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124204429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997526671964771;train;33.033904125;2;16;68;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124204429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997697725711188;test;33.033904125;2;16;68;16;16;7695;multinomial
574_house_16H;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125180720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432613747360469;train;30.11000164;6;240;452;15;15;15949;continuous
574_house_16H;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125180720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444923501253151;test;30.11000164;6;240;452;15;15;15949;continuous
tokyo1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969464280660711;train;0.733291146666667;3;21;116;5;21;672;binomial
tokyo1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965469460148542;test;0.733291146666667;3;21;116;5;21;672;binomial
615_fri_c4_250_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796794119771631;train;1.48252691333333;8;18;302;9;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.909107079926563;test;1.48252691333333;8;18;302;9;9;175;continuous
mnist;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99408043674597;train;113.778254653317;0;100;200;659;662;49000;multinomial
mnist;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993028752872446;test;113.778254653317;0;100;200;659;662;49000;multinomial
645_fri_c3_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817076319932609;train;2.10591240333333;8;100;360;50;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883410487460168;test;2.10591240333333;8;100;360;50;50;350;continuous
210_cloud;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.27902405298377;train;0.279813693333333;6;25;282;2;5;76;continuous
210_cloud;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.253201799791721;test;0.279813693333333;6;25;282;2;5;76;continuous
pendigits;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999092344108807;train;5.96580203166667;3;160;326;16;16;7695;multinomial
pendigits;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998798801822314;test;5.96580203166667;3;160;326;16;16;7695;multinomial
heart_statlog;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972286641929499;train;0.38180203;3;13;82;10;13;189;binomial
heart_statlog;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834761321909425;test;0.38180203;3;13;82;10;13;189;binomial
confidence;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951111111111111;test;;-Inf;-Inf;;1;1;51;multinomial
cleveland;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80093433856404;train;0.711971598333333;15;13;384;12;13;213;multinomial
cleveland;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700229928801357;test;0.711971598333333;15;13;384;12;13;213;multinomial
651_fri_c0_100_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484455642635398;train;0.820667568333333;12;125;564;17;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.626265908848378;test;0.820667568333333;12;125;564;17;25;70;continuous
breast_cancer;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.790011820330969;train;1.00490011;5;200;410;3;9;201;binomial
breast_cancer;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.690666666666667;test;1.00490011;5;200;410;3;9;201;binomial
breast;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.346454121666667;6;36;284;7;9;490;binomial
breast;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983217592592593;test;0.346454121666667;6;36;284;7;9;490;binomial
sonar;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124211907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93703007518797;train;0.706590286666667;3;160;326;60;60;146;binomial
sonar;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124211907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916402116402116;test;0.706590286666667;3;160;326;60;60;146;binomial
irish;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890587579147666;train;0.987515875;5;200;410;3;4;350;binomial
irish;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786924939467312;test;0.987515875;5;200;410;3;4;350;binomial
ionosphere;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984824957651045;train;2.20963088666667;11;320;662;32;32;246;binomial
ionosphere;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876139188069594;test;2.20963088666667;11;320;662;32;32;246;binomial
641_fri_c1_500_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125194605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844357045302775;train;1.48562575831667;6;220;452;7;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125194605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830583553636207;test;1.48562575831667;6;220;452;7;10;350;continuous
breast_cancer;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763515054744526;train;2.33222068333333;17;9;314;5;9;201;binomial
breast_cancer;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6953125;test;2.33222068333333;17;9;314;5;9;201;binomial
shuttle;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991234419041752;train;22.0813900216667;3;160;326;8;8;40600;multinomial
shuttle;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971625443128535;test;22.0813900216667;3;160;326;8;8;40600;multinomial
auto;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.728599375;11;22;432;20;22;142;multinomial
auto;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824235298862628;test;0.728599375;11;22;432;20;22;142;multinomial
magic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865028799106519;train;0.46523618;5;36;238;9;9;13314;binomial
magic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867161801124657;test;0.46523618;5;36;238;9;9;13314;binomial
663_rabe_266;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125203312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.133238108171492;train;0.0811262133333333;3;10;80;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125203312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144550695274961;test;0.0811262133333333;3;10;80;2;2;84;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.767617525302142;train;0.584102186666667;11;50;512;5;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.974503182473912;test;0.584102186666667;11;50;512;5;10;70;continuous
mfeat_morphological;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933400526543269;train;1.41775894666667;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913003921773893;test;1.41775894666667;3;160;326;2;2;1400;multinomial
letter;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970834452342407;train;4.30851003331667;7;16;202;13;16;14000;multinomial
letter;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970556399567911;test;4.30851003331667;7;16;202;13;16;14000;multinomial
647_fri_c1_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848010663656134;train;1.00785039998333;3;160;326;5;10;175;continuous
647_fri_c1_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.918989520318483;test;1.00785039998333;3;160;326;5;10;175;continuous
pima;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845039636727469;train;0.816091651666667;7;8;120;8;8;538;binomial
pima;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834563894523327;test;0.816091651666667;7;8;120;8;8;538;binomial
225_puma8NH;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.739028928321459;train;0.245217625;6;40;292;2;8;5735;continuous
225_puma8NH;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768210044366118;test;0.245217625;6;40;292;2;8;5735;continuous
haberman;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702983343875185;train;0.0809085066666667;3;12;80;3;3;215;binomial
haberman;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.580409356725146;test;0.0809085066666667;3;12;80;3;3;215;binomial
590_fri_c0_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126103553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490329959107395;train;0.457774381666667;6;150;312;14;50;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126103553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495933327408208;test;0.457774381666667;6;150;312;14;50;700;continuous
602_fri_c3_250_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843902238778739;train;0.366323275;8;45;376;4;9;175;continuous
602_fri_c3_250_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855559690514307;test;0.366323275;8;45;376;4;9;175;continuous
mfeat_fourier;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982132939089986;train;6.18219222;11;314;650;75;76;1400;multinomial
mfeat_fourier;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976067010408941;test;6.18219222;11;314;650;75;76;1400;multinomial
breast_cancer_wisconsin;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995865359130665;train;0.871528683333333;3;160;326;10;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993072660098522;test;0.871528683333333;3;160;326;10;22;399;binomial
ecoli;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967822222222222;train;1.03969409833333;5;200;410;5;5;229;multinomial
ecoli;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950275425826896;test;1.03969409833333;5;200;410;5;5;229;multinomial
dis;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690725287499481;train;3.42404992833333;5;24;202;3;24;2641;binomial
dis;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.696996996996997;test;3.42404992833333;5;24;202;3;24;2641;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995531387961667;train;0.675508728333333;3;160;326;13;22;399;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990713443396226;test;0.675508728333333;3;160;326;13;22;399;binomial
547_no2;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125182020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.652467236167922;train;0.99680727665;6;14;156;7;7;350;continuous
547_no2;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125182020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.689165144375764;test;0.99680727665;6;14;156;7;7;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824985843990341;train;0.222719636666667;3;10;72;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859917417731937;test;0.222719636666667;3;10;72;5;5;350;continuous
cleve;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936918445539135;train;1.56910622166667;10;13;264;6;13;213;binomial
cleve;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893665158371041;test;1.56910622166667;10;13;264;6;13;213;binomial
heart_c;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939655172413793;train;1.090791765;13;52;586;12;13;213;binomial
heart_c;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905425584868093;test;1.090791765;13;52;586;12;13;213;binomial
bupa;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.714564102564103;train;1.91132629333333;11;320;662;1;5;242;binomial
bupa;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.48472850678733;test;1.91132629333333;11;320;662;1;5;242;binomial
586_fri_c3_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797192037479241;train;1.51982986331667;10;50;440;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867021898671679;test;1.51982986331667;10;50;440;5;25;700;continuous
analcatdata_bankruptcy;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990131578947368;train;0.674637721666667;3;160;326;2;2;35;binomial
analcatdata_bankruptcy;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907407407407407;test;0.674637721666667;3;160;326;2;2;35;binomial
659_sleuth_ex1714;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356174808971622;train;0.963489996666667;5;200;410;2;2;33;continuous
659_sleuth_ex1714;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.681462695911661;test;0.963489996666667;5;200;410;2;2;33;continuous
profb;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.666710478424394;train;0.915270778333333;3;160;326;5;9;471;binomial
profb;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.643097643097643;test;0.915270778333333;3;160;326;5;9;471;binomial
617_fri_c3_500_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834628997267537;train;0.101406308333333;3;20;150;4;4;350;continuous
617_fri_c3_500_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.905486070869163;test;0.101406308333333;3;20;150;4;4;350;continuous
vehicle;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995964319529606;train;2.46212474833333;10;300;620;12;13;593;multinomial
vehicle;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917291544434402;test;2.46212474833333;10;300;620;12;13;593;multinomial
650_fri_c0_500_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124163148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456129454713302;train;1.17016437;3;160;326;23;50;350;continuous
650_fri_c0_500_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124163148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477305768501742;test;1.17016437;3;160;326;23;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829258558815827;train;0.64704934;3;160;326;5;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830784727395015;test;0.64704934;3;160;326;5;50;350;continuous
658_fri_c3_250_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.930567373063009;train;0.957834568333333;3;160;326;5;25;175;continuous
658_fri_c3_250_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.92112882079154;test;0.957834568333333;3;160;326;5;25;175;continuous
690_visualizing_galaxy;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.305383145796543;train;0.13523441;3;8;58;2;4;227;continuous
690_visualizing_galaxy;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336383981626907;test;0.13523441;3;8;58;2;4;227;continuous
218_house_8L;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450669376109657;train;1.70402253;3;16;102;8;8;15949;continuous
218_house_8L;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.432864979444449;test;1.70402253;3;16;102;8;8;15949;continuous
mfeat_zernike;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989119031342412;train;2.41527714166667;3;160;326;32;32;1400;multinomial
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658_fri_c3_250_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.942153217294793;train;0.784729931666667;10;125;480;7;25;175;continuous
658_fri_c3_250_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.947115807308855;test;0.784729931666667;10;125;480;7;25;175;continuous
ecoli;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124185211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967774453530009;train;0.571845511666667;6;5;66;4;5;229;multinomial
ecoli;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124185211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952110566448802;test;0.571845511666667;6;5;66;4;5;229;multinomial
556_analcatdata_apnea2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.224063933712587;train;2.85986348666667;11;320;662;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488366735079412;test;2.85986348666667;11;320;662;3;3;333;continuous
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596_fri_c2_250_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343567897410912;train;0.533583701666667;3;160;326;2;5;175;continuous
596_fri_c2_250_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443464115827533;test;0.533583701666667;3;160;326;2;5;175;continuous
spectf;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921957000169291;train;4.61655071666667;6;44;262;37;44;245;binomial
spectf;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821149425287356;test;4.61655071666667;6;44;262;37;44;245;binomial
1201_BNG_breastTumor;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914372038931872;train;0.909045418333333;6;45;292;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916716882131173;test;0.909045418333333;6;45;292;9;9;81648;continuous
australian;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940785351249739;train;1.39951724333333;19;56;838;11;14;483;binomial
australian;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928007518796992;test;1.39951724333333;19;56;838;11;14;483;binomial
calendarDOW;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963423653946491;train;0.4640319;9;14;258;10;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764103058188774;test;0.4640319;9;14;258;10;14;280;multinomial
611_fri_c3_100_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.769346468528362;train;1.38091777666667;5;200;410;3;4;70;continuous
611_fri_c3_100_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917611693594282;test;1.38091777666667;5;200;410;3;4;70;continuous
pima;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876670170787818;train;3.01929497;20;461;962;7;8;538;binomial
pima;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.844229016488524;test;3.01929497;20;461;962;7;8;538;binomial
analcatdata_aids;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697368421052632;train;0.557940918333333;3;160;326;1;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.648148148148148;test;0.557940918333333;3;160;326;1;3;35;binomial
breast_cancer;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126102255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.749468085106383;train;1.22943466833333;8;9;146;3;9;201;binomial
breast_cancer;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126102255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.691;test;1.22943466833333;8;9;146;3;9;201;binomial
diabetes;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831257396449704;train;0.643945611666667;3;160;326;8;8;538;binomial
diabetes;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815858750907771;test;0.643945611666667;3;160;326;8;8;538;binomial
611_fri_c3_100_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.726166075439097;train;0.273582699983333;8;20;348;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.936753533365469;test;0.273582699983333;8;20;348;4;4;70;continuous
phoneme;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813476109478893;train;0.261395985;7;20;224;5;5;3783;binomial
phoneme;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816121111418813;test;0.261395985;7;20;224;5;5;3783;binomial
598_fri_c0_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529618742643887;train;0.17372231;3;85;176;11;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533579960211624;test;0.17372231;3;85;176;11;25;700;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124161556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.244037186704394;train;2.05114636166667;11;304;630;4;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124161556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38514721743999;test;2.05114636166667;11;304;630;4;5;350;continuous
backache;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.98383807335;20;124;888;21;31;126;binomial
backache;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.617283950617284;test;1.98383807335;20;124;888;21;31;126;binomial
wdbc;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99286092014807;train;0.205616378333333;3;74;166;9;23;399;binomial
wdbc;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990374165502251;test;0.205616378333333;3;74;166;9;23;399;binomial
cars;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.66923822;3;160;326;1;6;275;multinomial
cars;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988943488943489;test;0.66923822;3;160;326;1;6;275;multinomial
biomed;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971053727613494;train;0.75149729;8;8;136;7;8;147;binomial
biomed;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905982905982906;test;0.75149729;8;8;136;7;8;147;binomial
bupa;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.635007203128216;train;0.622214611666667;10;5;106;3;5;242;binomial
bupa;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697378419452888;test;0.622214611666667;10;5;106;3;5;242;binomial
648_fri_c1_250_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273205702929074;train;3.23596947833333;11;320;662;6;50;175;continuous
648_fri_c1_250_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492101883310428;test;3.23596947833333;11;320;662;6;50;175;continuous
192_vineyard;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499924086185569;train;0.629697791666667;3;160;326;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475467357909434;test;0.629697791666667;3;160;326;1;1;37;continuous
wdbc;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125130147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999678714859438;train;0.181399596666667;3;80;166;13;21;399;binomial
wdbc;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125130147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987753882915173;test;0.181399596666667;3;80;166;13;21;399;binomial
optdigits;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.26595133166667;3;58;138;58;60;3934;multinomial
optdigits;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992572756395763;test;1.26595133166667;3;58;138;58;60;3934;multinomial
678_visualizing_environmental;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874163395660624;train;1.04744834;6;220;452;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.944344434924221;test;1.04744834;6;220;452;3;3;78;continuous
heart_c;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902179691653376;train;2.52345665333333;11;13;288;5;13;213;binomial
heart_c;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954751131221719;test;2.52345665333333;11;13;288;5;13;213;binomial
new_thyroid;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98480334240852;train;0.0862999633333333;6;5;66;1;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968085106382979;test;0.0862999633333333;6;5;66;1;5;151;multinomial
665_sleuth_case2002;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.727133706957679;train;1.47486550666667;14;12;346;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767213679406147;test;1.47486550666667;14;12;346;2;6;103;continuous
690_visualizing_galaxy;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0862353131956662;train;1.33937516666667;9;280;578;4;4;227;continuous
690_visualizing_galaxy;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160612051138805;test;1.33937516666667;9;280;578;4;4;227;continuous
allrep;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125104207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967619774362545;train;1.55968677666667;17;24;696;17;24;2641;multinomial
allrep;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125104207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947765956653833;test;1.55968677666667;17;24;696;17;24;2641;multinomial
analcatdata_aids;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697368421052632;train;0.08255616;3;3;24;1;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.648148148148148;test;0.08255616;3;3;24;1;3;35;binomial
ecoli;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125125739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97631874298541;train;0.0831874033333333;6;5;66;4;5;229;multinomial
ecoli;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125125739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978926689252776;test;0.0831874033333333;6;5;66;4;5;229;multinomial
clean2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126092739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968187925143081;train;5.15221244166667;6;220;452;110;110;4619;binomial
clean2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126092739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956733770287141;test;5.15221244166667;6;220;452;110;110;4619;binomial
vehicle;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926453693408451;train;1.62913632833333;6;204;420;12;13;593;multinomial
vehicle;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902284276569991;test;1.62913632833333;6;204;420;12;13;593;multinomial
australian;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983272930025091;train;0.82890577;3;160;326;13;13;483;binomial
australian;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91821509009009;test;0.82890577;3;160;326;13;13;483;binomial
horse_colic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886424952293216;train;0.736002386683333;3;160;326;21;22;258;binomial
horse_colic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856752136752137;test;0.736002386683333;3;160;326;21;22;258;binomial
sleep;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901220812291184;train;38.0144732783333;1;120;242;12;13;74136;multinomial
sleep;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898153235181134;test;38.0144732783333;1;120;242;12;13;74136;multinomial
607_fri_c4_1000_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853517868873672;train;0.768353288333333;3;160;326;27;50;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861257874244146;test;0.768353288333333;3;160;326;27;50;700;continuous
iris;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9953125;train;0.0291971666666667;3;3;24;1;3;105;multinomial
iris;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985185185185185;test;0.0291971666666667;3;3;24;1;3;105;multinomial
645_fri_c3_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284020815498918;train;1.04943461666667;3;160;326;5;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357167690660688;test;1.04943461666667;3;160;326;5;50;350;continuous
magic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860060258919193;train;2.41733654166667;3;160;326;9;9;13314;binomial
magic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860346864934956;test;2.41733654166667;3;160;326;9;9;13314;binomial
561_cpu;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126093753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.104671261679916;train;0.64010475;3;160;326;7;7;147;continuous
561_cpu;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126093753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0860926864111236;test;0.64010475;3;160;326;7;7;147;continuous
hypothyroid;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929899891822873;train;9.74733099833333;18;20;558;19;20;2215;binomial
hypothyroid;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929832059533387;test;9.74733099833333;18;20;558;19;20;2215;binomial
653_fri_c0_250_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270034935031721;train;3.61429957166667;18;460;956;8;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.562212362002901;test;3.61429957166667;18;460;956;8;25;175;continuous
wdbc;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995240613432047;train;1.21865658666667;3;23;136;18;23;399;binomial
wdbc;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989132122341251;test;1.21865658666667;3;23;136;18;23;399;binomial
breast;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.577308116666667;9;40;410;7;10;490;binomial
breast;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975705780679854;test;0.577308116666667;9;40;410;7;10;490;binomial
fars;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898424602445646;train;29.86516198;10;21;374;16;21;70678;multinomial
fars;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.726006683812416;test;29.86516198;10;21;374;16;21;70678;multinomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.145958746666667;5;16;166;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983783783783784;test;0.145958746666667;5;16;166;2;4;185;binomial
analcatdata_boxing1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125131838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.61598440545809;train;0.0851413083333333;3;3;24;1;3;84;binomial
analcatdata_boxing1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125131838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.579365079365079;test;0.0851413083333333;3;3;24;1;3;84;binomial
irish;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125204156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90603982808963;train;0.258378085;3;4;30;3;4;350;binomial
irish;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125204156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807040417209909;test;0.258378085;3;4;30;3;4;350;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96078431372549;train;0.33326276;3;112;230;1;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;test;0.33326276;3;112;230;1;3;35;binomial
adult;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908936745344618;train;17.239620855;3;160;326;10;12;34190;binomial
adult;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902816857673898;test;17.239620855;3;160;326;10;12;34190;binomial
653_fri_c0_250_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307778289854154;train;2.210182985;11;252;526;18;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.574286383538665;test;2.210182985;11;252;526;18;25;175;continuous
cars;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125131832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889338146297008;train;0.0504196133333333;3;7;50;7;7;275;multinomial
cars;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125131832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76716339869281;test;0.0504196133333333;3;7;50;7;7;275;multinomial
sonar;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922134238310709;train;0.690217638333333;3;160;326;59;59;146;binomial
sonar;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908045977011494;test;0.690217638333333;3;160;326;59;59;146;binomial
608_fri_c3_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835748243416755;train;0.147340183333333;3;50;166;6;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831076009429273;test;0.147340183333333;3;50;166;6;10;700;continuous
hepatitis;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901761517615176;train;0.649048145;3;160;326;1;19;109;binomial
hepatitis;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.602439024390244;test;0.649048145;3;160;326;1;19;109;binomial
cmc;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.721786564678305;train;3.27768109166667;20;362;764;5;9;1032;multinomial
cmc;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731831779590786;test;3.27768109166667;20;362;764;5;9;1032;multinomial
651_fri_c0_100_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418158604612955;train;2.48725371166667;9;280;578;25;25;70;continuous
651_fri_c0_100_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659194724823825;test;2.48725371166667;9;280;578;25;25;70;continuous
analcatdata_aids;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967105263157895;train;0.378090088333333;14;12;294;3;3;35;binomial
analcatdata_aids;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.555555555555556;test;0.378090088333333;14;12;294;3;3;35;binomial
ionosphere;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986894388288602;train;1.24634882833333;6;220;452;31;32;246;binomial
ionosphere;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961203138622493;test;1.24634882833333;6;220;452;31;32;246;binomial
505_tecator;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0984839936749826;train;0.728520463333333;3;160;326;17;17;168;continuous
505_tecator;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.105473970623339;test;0.728520463333333;3;160;326;17;17;168;continuous
analcatdata_creditscore;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.185735518333333;3;24;166;3;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962732919254658;test;0.185735518333333;3;24;166;3;6;70;binomial
coil2000;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724609939525942;train;8.47615104833333;11;224;470;10;59;6876;binomial
coil2000;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.695668299878826;test;8.47615104833333;11;224;470;10;59;6876;binomial
606_fri_c2_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184532043596203;train;3.54547143166667;10;300;620;6;10;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321184689393459;test;3.54547143166667;10;300;620;6;10;700;continuous
waveform_21;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966539367119914;train;0.383302436666667;6;21;216;18;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965306843785905;test;0.383302436666667;6;21;216;18;21;3500;multinomial
spambase;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984516349296776;train;8.31088576666667;7;54;304;51;54;3221;binomial
spambase;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983232781229494;test;8.31088576666667;7;54;304;51;54;3221;binomial
mfeat_karhunen;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.714968728333333;3;58;138;60;64;1400;multinomial
mfeat_karhunen;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984561235661613;test;0.714968728333333;3;58;138;60;64;1400;multinomial
665_sleuth_case2002;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.720759522466984;train;1.04138363833333;3;160;326;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.756392219399043;test;1.04138363833333;3;160;326;2;6;103;continuous
phoneme;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981183283949409;train;11.5076239;19;448;934;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945466383897012;test;11.5076239;19;448;934;5;5;3783;binomial
wine_quality_white;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915155711461985;train;14.47682698;20;429;898;10;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748254288434343;test;14.47682698;20;429;898;10;11;3429;multinomial
225_puma8NH;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125202323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754273572772379;train;1.332090575;8;16;272;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125202323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782935325251512;test;1.332090575;8;16;272;2;8;5735;continuous
satimage;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126091032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981139909443222;train;0.8781086;6;25;250;17;25;4505;multinomial
satimage;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126091032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975770856969089;test;0.8781086;6;25;250;17;25;4505;multinomial
pima;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83810836729801;train;0.414763511666667;3;8;56;5;8;538;binomial
pima;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.791406791406791;test;0.414763511666667;3;8;56;5;8;538;binomial
confidence;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961071428571429;train;1.00304555666667;5;200;410;1;1;51;multinomial
confidence;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88;test;1.00304555666667;5;200;410;1;1;51;multinomial
581_fri_c3_500_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124213238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802463410404094;train;0.478366423333333;3;50;150;5;25;350;continuous
581_fri_c3_500_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124213238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815360200968825;test;0.478366423333333;3;50;150;5;25;350;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.9144383291331;train;13.8507175333333;8;244;504;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916484129280963;test;13.8507175333333;8;244;504;9;9;81648;continuous
satimage;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980590468425993;train;0.458177255;3;25;120;25;25;4505;multinomial
satimage;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97958130263819;test;0.458177255;3;25;120;25;25;4505;multinomial
prnn_synth;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966758098223615;train;0.625647695;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942389758179232;test;0.625647695;3;160;326;2;2;175;binomial
649_fri_c0_500_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.477300531619918;train;0.106994023333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449639524302408;test;0.106994023333333;3;25;156;5;5;350;continuous
hypothyroid;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125200120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921052408124448;train;9.63393789833333;16;21;624;20;21;2215;binomial
hypothyroid;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125200120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935065301401935;test;9.63393789833333;16;21;624;20;21;2215;binomial
analcatdata_aids;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.91983856666667;14;364;756;3;3;35;binomial
analcatdata_aids;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5;test;1.91983856666667;14;364;756;3;3;35;binomial
641_fri_c1_500_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163476764660712;train;2.65538127666667;12;332;688;6;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322791007141329;test;2.65538127666667;12;332;688;6;10;350;continuous
analcatdata_boxing1;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.591198979591837;train;0.678867866683333;3;160;326;1;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.623376623376623;test;0.678867866683333;3;160;326;1;3;84;binomial
207_autoPrice;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268759852707221;train;0.605995096666667;3;160;326;8;9;112;continuous
207_autoPrice;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32034107920344;test;0.605995096666667;3;160;326;8;9;112;continuous
australian;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945271117925843;train;1.03064961;5;200;410;14;14;483;binomial
australian;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924737237237237;test;1.03064961;5;200;410;14;14;483;binomial
564_fried;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277682444995853;train;31.0196919316667;3;160;326;5;10;28538;continuous
564_fried;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302920344598836;test;31.0196919316667;3;160;326;5;10;28538;continuous
658_fri_c3_250_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.971277207267048;train;0.167391563333333;3;90;186;0;25;175;continuous
658_fri_c3_250_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.975084513763017;test;0.167391563333333;3;90;186;0;25;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40959482505231;train;2.23655034333333;11;320;662;2;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.579801767377176;test;2.23655034333333;11;320;662;2;50;175;continuous
227_cpu_small;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179333586918466;train;5.21324364166667;3;160;326;10;12;5735;continuous
227_cpu_small;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220268467508512;test;5.21324364166667;3;160;326;10;12;5735;continuous
wine_recognition;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999820981023989;train;0.803515973333333;3;13;88;7;13;125;multinomial
wine_recognition;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.803515973333333;3;13;88;7;13;125;multinomial
texture;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125154432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999983409579885;train;26.1885295866667;3;13;78;13;13;3850;multinomial
texture;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125154432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999092894306892;test;26.1885295866667;3;13;78;13;13;3850;multinomial
flags;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.765587154614932;train;8.90614787333333;11;39;468;11;39;125;multinomial
flags;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.668046737213404;test;8.90614787333333;11;39;468;11;39;125;multinomial
yeast;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910408124557487;train;3.22218491;10;300;620;6;8;1036;multinomial
yeast;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877512032347837;test;3.22218491;10;300;620;6;8;1036;multinomial
mfeat_karhunen;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997131715399635;train;2.96120517333333;3;160;326;22;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989890321204231;test;2.96120517333333;3;160;326;22;64;1400;multinomial
650_fri_c0_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454133686478427;train;1.91770263;9;248;514;14;50;350;continuous
650_fri_c0_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500107132702066;test;1.91770263;9;248;514;14;50;350;continuous
phoneme;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125203535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814362913868226;train;0.346821878333333;3;5;36;5;5;3783;binomial
phoneme;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125203535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808985377832347;test;0.346821878333333;3;5;36;5;5;3783;binomial
vowel;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99925543346214;train;1.32071507666667;3;160;326;13;13;693;multinomial
vowel;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991458208225885;test;1.32071507666667;3;160;326;13;13;693;multinomial
analcatdata_happiness;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.788278388278388;train;0.632536816666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.773809523809524;test;0.632536816666667;3;160;326;1;3;42;multinomial
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794292731803257;train;0.707656815;3;50;146;22;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863205132471117;test;0.707656815;3;50;146;22;25;700;continuous
credit_a;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125203741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918349383866625;train;0.821129471666667;3;14;84;14;14;483;binomial
credit_a;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125203741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918129218900675;test;0.821129471666667;3;14;84;14;14;483;binomial
201_pol;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487228383065224;train;0.22748833;3;85;176;26;26;10500;continuous
201_pol;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.498840919502766;test;0.22748833;3;85;176;26;26;10500;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23123440754805;train;0.880362618333333;3;160;326;5;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396845378312993;test;0.880362618333333;3;160;326;5;50;350;continuous
horse_colic;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945783132530121;train;3.29504256666667;20;456;956;19;22;258;binomial
horse_colic;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879476584022039;test;3.29504256666667;20;456;956;19;22;258;binomial
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854184691878841;train;1.47332227;6;220;452;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845182731205446;test;1.47332227;6;220;452;5;5;700;continuous
218_house_8L;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374170101665395;train;10.3788555733333;3;160;326;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388526522510124;test;10.3788555733333;3;160;326;8;8;15949;continuous
547_no2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.642691618863563;train;0.409170676666667;3;14;90;7;7;350;continuous
547_no2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.633306658382981;test;0.409170676666667;3;14;90;7;7;350;continuous
penguins;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999866452991453;train;0.855687306666667;3;160;326;7;7;241;multinomial
penguins;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999652777777778;test;0.855687306666667;3;160;326;7;7;241;multinomial
ecoli;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975954732510288;train;0.617911065;3;160;326;4;5;229;multinomial
ecoli;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949265943751238;test;0.617911065;3;160;326;4;5;229;multinomial
192_vineyard;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.57979308222128;train;0.182870413333333;7;4;64;1;2;37;continuous
192_vineyard;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847139251107762;test;0.182870413333333;7;4;64;1;2;37;continuous
dis;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779073469045824;train;2.051227505;20;100;880;20;25;2641;binomial
dis;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734658921656241;test;2.051227505;20;100;880;20;25;2641;binomial
628_fri_c3_1000_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837481482034945;train;1.47697333166667;6;220;452;4;5;700;continuous
628_fri_c3_1000_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878962957297054;test;1.47697333166667;6;220;452;4;5;700;continuous
german;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895434148421675;train;2.37899279335;8;260;536;13;20;700;binomial
german;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741040523989563;test;2.37899279335;8;260;536;13;20;700;binomial
651_fri_c0_100_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519986419581674;train;2.74887030166667;20;408;856;15;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.617440678080535;test;2.74887030166667;20;408;856;15;25;70;continuous
analcatdata_authorship;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.359437675;3;160;326;70;70;589;multinomial
analcatdata_authorship;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.359437675;3;160;326;70;70;589;multinomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.531506355109064;train;1.26639057833333;6;220;452;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.483526363913441;test;1.26639057833333;6;220;452;1;1;849;binomial
mfeat_fourier;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980594190204376;train;5.45339774333333;12;334;692;31;76;1400;multinomial
mfeat_fourier;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97547375932127;test;5.45339774333333;12;334;692;31;76;1400;multinomial
605_fri_c2_250_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.756807613303326;train;2.27027547333333;11;320;662;23;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84655328040697;test;2.27027547333333;11;320;662;23;25;175;continuous
344_mv;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.395174300848579;train;3.98934208333333;8;20;334;8;10;28538;continuous
344_mv;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.390672386158913;test;3.98934208333333;8;20;334;8;10;28538;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211839132026815;train;1.38285550833333;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308041435872185;test;1.38285550833333;3;160;326;5;10;700;continuous
cloud;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.569557467255677;train;1.19633734666667;8;204;424;1;6;76;multinomial
cloud;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.416225749559083;test;1.19633734666667;8;204;424;1;6;76;multinomial
cloud;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680727973007385;train;0.120891328333333;8;7;120;5;7;76;multinomial
cloud;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542729591836735;test;0.120891328333333;8;7;120;5;7;76;multinomial
contraceptive;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724669119187023;train;1.89925589665;7;240;494;5;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.729746748478876;test;1.89925589665;7;240;494;5;9;1032;multinomial
calendarDOW;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958353294575486;train;0.377454015;9;14;260;11;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.773445551280053;test;0.377454015;9;14;260;11;14;280;multinomial
197_cpu_act;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195543_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.324554751594464;train;4.45072004333333;10;35;438;4;18;5735;continuous
197_cpu_act;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195543_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326569354139527;test;4.45072004333333;10;35;438;4;18;5735;continuous
phoneme;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796779973242079;train;0.200737098333333;5;20;174;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789616911289578;test;0.200737098333333;5;20;174;5;5;3783;binomial
560_bodyfat;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.025796203805207;train;0.681879086666667;3;160;326;1;13;177;continuous
560_bodyfat;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0187381066700133;test;0.681879086666667;3;160;326;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0732371896406329;train;0.700637638333333;3;160;326;2;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0900979811984114;test;0.700637638333333;3;160;326;2;13;177;continuous
574_house_16H;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.494439941779842;train;7.37051307333333;12;340;704;14;15;15949;continuous
574_house_16H;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472017856045802;test;7.37051307333333;12;340;704;14;15;15949;continuous
heart_statlog;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934743474347435;train;0.816471323333333;6;13;158;12;13;189;binomial
heart_statlog;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908163265306122;test;0.816471323333333;6;13;158;12;13;189;binomial
601_fri_c1_250_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794221082543183;train;1.39123666998333;6;220;452;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831423141873216;test;1.39123666998333;6;220;452;5;5;175;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125154941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816649278478102;train;0.966344185;3;71;150;6;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125154941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833215524485496;test;0.966344185;3;71;150;6;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82728010575907;train;2.19574641333333;8;260;536;40;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.907865500034852;test;2.19574641333333;8;260;536;40;50;350;continuous
churn;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868283962851367;train;1.17416788666667;14;60;628;11;15;3500;binomial
churn;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859730527870063;test;1.17416788666667;14;60;628;11;15;3500;binomial
192_vineyard;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.59261795117963;train;0.0970570066666667;5;10;114;2;2;37;continuous
192_vineyard;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.706251585925372;test;0.0970570066666667;5;10;114;2;2;37;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214906819512777;train;2.31938679833333;13;293;612;12;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325417759254067;test;2.31938679833333;13;293;612;12;25;700;continuous
641_fri_c1_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862847651238222;train;0.218064118333333;5;50;250;3;10;350;continuous
641_fri_c1_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823734594147889;test;0.218064118333333;5;50;250;3;10;350;continuous
230_machine_cpu;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.270294968933437;train;0.505272096666667;6;12;160;6;6;147;continuous
230_machine_cpu;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.198220351021837;test;0.505272096666667;6;12;160;6;6;147;continuous
651_fri_c0_100_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387632393899691;train;2.58455315666667;13;360;746;7;25;70;continuous
651_fri_c0_100_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.819768225344229;test;2.58455315666667;13;360;746;7;25;70;continuous
645_fri_c3_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832066033286364;train;0.740975868333333;3;72;150;5;50;350;continuous
645_fri_c3_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811553429257582;test;0.740975868333333;3;72;150;5;50;350;continuous
712_chscase_geyser1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49301618505281;train;0.659883008333333;3;160;326;2;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.60215741142772;test;0.659883008333333;3;160;326;2;2;156;continuous
604_fri_c4_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850334307466012;train;0.668686688333333;11;50;502;5;10;350;continuous
604_fri_c4_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85388675279853;test;0.668686688333333;11;50;502;5;10;350;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805877935408372;train;0.326122268333333;5;130;270;13;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844459647583839;test;0.326122268333333;5;130;270;13;50;700;continuous
tae;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125185943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656021062271062;train;0.610800635;3;160;326;2;5;106;multinomial
tae;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125185943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642211328976035;test;0.610800635;3;160;326;2;5;106;multinomial
657_fri_c2_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125104347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856543091346373;train;1.31200576666667;7;20;280;1;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125104347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875444630732957;test;1.31200576666667;7;20;280;1;10;175;continuous
clean1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.816036795;3;160;326;1;92;334;binomial
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612_fri_c1_1000_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125154253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840141599856763;train;0.106551356666667;3;25;156;5;5;700;continuous
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562_cpu_small;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.143733728860729;train;5.73876976001667;7;240;494;11;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180261768071788;test;5.73876976001667;7;240;494;11;12;5735;continuous
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waveform_21;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948376718722253;test;0.73181659;11;21;376;15;21;3500;multinomial
haberman;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73123550495467;train;0.131734533333333;3;3;24;3;3;215;binomial
haberman;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.619152046783626;test;0.131734533333333;3;3;24;3;3;215;binomial
mfeat_fourier;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991258143820179;train;2.50915309166667;3;160;326;10;76;1400;multinomial
mfeat_fourier;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97599952561133;test;2.50915309166667;3;160;326;10;76;1400;multinomial
iris;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994377162629758;train;0.702454861666667;3;160;326;2;3;105;multinomial
iris;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993489583333333;test;0.702454861666667;3;160;326;2;3;105;multinomial
695_chatfield_4;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.366257523716853;train;1.35495548335;5;200;410;7;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.355169928808471;test;1.35495548335;5;200;410;7;10;165;continuous
218_house_8L;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457468752808167;train;0.36207772;6;40;292;8;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445211781941099;test;0.36207772;6;40;292;8;8;15949;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126095245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819110436343374;train;0.11425952;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126095245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837169069140663;test;0.11425952;3;25;156;5;5;350;continuous
optdigits;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999066046896382;train;33.3114664266667;3;58;138;40;62;3934;multinomial
optdigits;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998441310205602;test;33.3114664266667;3;58;138;40;62;3934;multinomial
calendarDOW;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985227187598263;train;0.643514266666667;3;160;326;10;15;280;multinomial
calendarDOW;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856993970343199;test;0.643514266666667;3;160;326;10;15;280;multinomial
prnn_synth;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124185425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934282727985367;train;0.556925476666667;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124185425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931623931623932;test;0.556925476666667;3;160;326;2;2;175;binomial
tae;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740167124542125;train;0.28524532;6;5;68;5;5;106;multinomial
tae;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.677224736048266;test;0.28524532;6;5;68;5;5;106;multinomial
irish;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896378535553793;train;0.691636421666667;3;160;326;3;4;350;binomial
irish;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.844516594516595;test;0.691636421666667;3;160;326;3;4;350;binomial
192_vineyard;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.596073081278348;train;0.0895284383333333;5;4;48;1;2;37;continuous
192_vineyard;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.594042255344048;test;0.0895284383333333;5;4;48;1;2;37;continuous
594_fri_c2_100_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836468202531457;train;0.85977367;3;160;326;4;5;70;continuous
594_fri_c2_100_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894218915465413;test;0.85977367;3;160;326;4;5;70;continuous
cleveland;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.812748343877376;train;3.83084009;20;500;1040;13;13;213;multinomial
cleveland;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.614009153189578;test;3.83084009;20;500;1040;13;13;213;multinomial
allhypo;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830225450782152;train;3.86488930831667;7;240;494;15;25;2639;multinomial
allhypo;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830803070386404;test;3.86488930831667;7;240;494;15;25;2639;multinomial
new_thyroid;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993866217758944;train;0.78138157;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995570321151716;test;0.78138157;3;160;326;5;5;151;multinomial
622_fri_c2_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871028005898326;train;0.763761023333333;3;160;326;22;50;700;continuous
622_fri_c2_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869845296997867;test;0.763761023333333;3;160;326;22;50;700;continuous
breast_w;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.469919738333333;7;32;326;7;8;490;binomial
breast_w;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983279613215149;test;0.469919738333333;7;32;326;7;8;490;binomial
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126104137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853354120295868;train;0.100034263333333;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126104137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820105051685107;test;0.100034263333333;3;25;156;5;5;700;continuous
hungarian;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895063025210084;train;1.512139055;7;240;494;3;12;206;binomial
hungarian;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918536324786325;test;1.512139055;7;240;494;3;12;206;binomial
pendigits;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997830412861087;train;38.2317768;2;16;68;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997009374388326;test;38.2317768;2;16;68;16;16;7695;multinomial
624_fri_c0_100_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504946034502641;train;1.51983085166667;6;220;452;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.532443566391617;test;1.51983085166667;6;220;452;5;5;70;continuous
cloud;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708063462539166;train;0.11056943;7;6;92;4;6;76;multinomial
cloud;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.510008818342152;test;0.11056943;7;6;92;4;6;76;multinomial
hypothyroid;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998450302979687;train;1.92797316833333;3;160;326;14;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974597625479558;test;1.92797316833333;3;160;326;14;20;2215;binomial
527_analcatdata_election2000;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.135712331120947;train;1.73085802666667;8;260;536;2;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178384038000602;test;1.73085802666667;8;260;536;2;2;47;continuous
ecoli;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976778974777341;train;0.639096626666667;3;160;326;5;5;229;multinomial
ecoli;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946111346383086;test;0.639096626666667;3;160;326;5;5;229;multinomial
credit_a;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945997721859791;train;0.580095033333333;9;52;418;10;13;483;binomial
credit_a;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909450337512054;test;0.580095033333333;9;52;418;10;13;483;binomial
analcatdata_authorship;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126114329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999903046701733;train;1.07850847;3;160;326;67;70;589;multinomial
analcatdata_authorship;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126114329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999805054707967;test;1.07850847;3;160;326;67;70;589;multinomial
cloud;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.600780653170359;train;0.10231155;5;7;76;3;7;76;multinomial
cloud;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.467687074829932;test;0.10231155;5;7;76;3;7;76;multinomial
auto;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997098857791077;train;1.258376005;6;220;452;7;20;142;multinomial
auto;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979313114134543;test;1.258376005;6;220;452;7;20;142;multinomial
coil2000;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.730334764288872;train;41.101595805;1;25;52;6;59;6876;binomial
coil2000;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.707892418158545;test;41.101595805;1;25;52;6;59;6876;binomial
218_house_8L;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455541470933114;train;0.456765071666667;7;40;334;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445912579198864;test;0.456765071666667;7;40;334;8;8;15949;continuous
574_house_16H;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409823226875262;train;16.2192479816667;3;160;326;10;15;15949;continuous
574_house_16H;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421907414433841;test;16.2192479816667;3;160;326;10;15;15949;continuous
344_mv;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.391379136801894;train;0.633209215;9;50;418;6;10;28538;continuous
344_mv;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.400864162121698;test;0.633209215;9;50;418;6;10;28538;continuous
195_auto_price;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.374384323025205;train;0.619029066666667;10;50;470;1;10;112;continuous
195_auto_price;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42009298029976;test;0.619029066666667;10;50;470;1;10;112;continuous
credit_g;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970681230238574;train;2.67542647833333;7;240;494;19;20;700;binomial
credit_g;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.765628967548626;test;2.67542647833333;7;240;494;19;20;700;binomial
218_house_8L;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360941654560628;train;27.85592802;19;432;902;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.37593455381414;test;27.85592802;19;432;902;8;8;15949;continuous
687_sleuth_ex1605;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392515573381483;train;0.584335436666667;3;160;326;2;4;44;continuous
687_sleuth_ex1605;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.814910272164057;test;0.584335436666667;3;160;326;2;4;44;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484687322266985;train;0.96077818;3;72;150;20;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491333569007998;test;0.96077818;3;72;150;20;50;700;continuous
mfeat_fourier;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125093415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983629648953738;train;39.3919391116833;3;57;138;30;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125093415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969068159229312;test;39.3919391116833;3;57;138;30;76;1400;multinomial
analcatdata_authorship;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999909173950671;train;1.08723187166667;3;160;326;70;70;589;multinomial
analcatdata_authorship;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999884419787332;test;1.08723187166667;3;160;326;70;70;589;multinomial
titanic;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795301661730513;train;2.43368499166667;10;300;620;6;7;1545;binomial
titanic;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.789327503261579;test;2.43368499166667;10;300;620;6;7;1545;binomial
cloud;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998579545454545;train;1.78849355666667;20;339;720;1;6;76;multinomial
cloud;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963988095238095;test;1.78849355666667;20;339;720;1;6;76;multinomial
allbp;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979547471552216;train;21.9304796750167;5;25;214;15;25;2641;multinomial
allbp;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969444444444444;test;21.9304796750167;5;25;214;15;25;2641;multinomial
617_fri_c3_500_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83605680332865;train;0.11011639165;3;25;156;5;5;350;continuous
617_fri_c3_500_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89537841813941;test;0.11011639165;3;25;156;5;5;350;continuous
appendicitis;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868661257606491;train;0.0855787766666667;3;16;100;1;4;75;binomial
appendicitis;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814814814814815;test;0.0855787766666667;3;16;100;1;4;75;binomial
561_cpu;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.100084433351924;train;0.124000339983333;3;35;166;7;7;147;continuous
561_cpu;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144237480304412;test;0.124000339983333;3;35;166;7;7;147;continuous
591_fri_c1_100_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.693254214173487;train;0.827753551666667;3;160;326;10;10;70;continuous
591_fri_c1_100_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.07367615652723;test;0.827753551666667;3;160;326;10;10;70;continuous
wine_quality_red;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747247533295857;train;13.4030989316667;20;11;412;6;11;1120;multinomial
wine_quality_red;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.790314360539397;test;13.4030989316667;20;11;412;6;11;1120;multinomial
prnn_synth;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91281045751634;train;0.804324951666667;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842857142857143;test;0.804324951666667;3;160;326;2;2;175;binomial
movement_libras;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.742989475;5;22;220;19;22;252;multinomial
movement_libras;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871158352229781;test;0.742989475;5;22;220;19;22;252;multinomial
1595_poker;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816305339342106;train;31.31503178;1;19;54;8;10;717507;continuous
1595_poker;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814958099457165;test;31.31503178;1;19;54;8;10;717507;continuous
segmentation;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999662699358227;train;1.82625913333333;3;160;326;14;14;1617;multinomial
segmentation;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999083431879089;test;1.82625913333333;3;160;326;14;14;1617;multinomial
712_chscase_geyser1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.567003370817268;train;0.05906746;3;4;32;2;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.588667770868136;test;0.05906746;3;4;32;2;2;156;continuous
analcatdata_boxing1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125181157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905172413793103;train;2.24262711166667;15;397;826;1;3;84;binomial
analcatdata_boxing1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125181157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8640625;test;2.24262711166667;15;397;826;1;3;84;binomial
yeast;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890425026089789;train;8.19831824333333;9;8;152;8;8;1036;multinomial
yeast;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876784623385301;test;8.19831824333333;9;8;152;8;8;1036;multinomial
654_fri_c0_500_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547575357876389;train;0.447936663333333;8;50;376;5;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522078793129865;test;0.447936663333333;8;50;376;5;10;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865731211427103;train;0.198287875;3;90;186;13;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.910805031022299;test;0.198287875;3;90;186;13;25;350;continuous
glass;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90863027610265;train;0.592256391666667;3;9;62;3;9;144;multinomial
glass;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.756965973534972;test;0.592256391666667;3;9;62;3;9;144;multinomial
582_fri_c1_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256540390244744;train;0.97078074;3;160;326;5;25;350;continuous
582_fri_c1_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426398261514951;test;0.97078074;3;160;326;5;25;350;continuous
mfeat_fourier;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124190154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984565688118273;train;4.14055388;6;220;452;36;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124190154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970001203662757;test;4.14055388;6;220;452;36;76;1400;multinomial
503_wind;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477107559648239;train;2.16342746833333;10;220;460;11;14;4602;continuous
503_wind;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472605986454972;test;2.16342746833333;10;220;460;11;14;4602;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828596362797705;train;1.52408065666667;5;200;410;15;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841443630127717;test;1.52408065666667;5;200;410;15;25;700;continuous
dermatology;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124213246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984511145703292;train;0.77702209165;3;160;326;14;25;257;multinomial
dermatology;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124213246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970767615949802;test;0.77702209165;3;160;326;14;25;257;multinomial
207_autoPrice;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325955746463852;train;1.8896878;11;320;662;8;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338731463683227;test;1.8896878;11;320;662;8;11;112;continuous
analcatdata_cyyoung8092;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910691823899371;train;0.834382641666667;3;160;326;4;7;68;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777777777777778;test;0.834382641666667;3;160;326;4;7;68;binomial
593_fri_c1_1000_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191373985353168;train;2.20244824665;10;236;492;10;10;700;continuous
593_fri_c1_1000_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338021750189649;test;2.20244824665;10;236;492;10;10;700;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452938749429917;train;0.791281123333333;13;222;478;27;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.542660623544079;test;0.791281123333333;13;222;478;27;50;175;continuous
653_fri_c0_250_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125180937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450722050119126;train;1.40341793166667;7;229;472;21;25;175;continuous
653_fri_c0_250_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125180937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.601774270219078;test;1.40341793166667;7;229;472;21;25;175;continuous
615_fri_c4_250_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276884459097935;train;2.10909076;14;358;744;3;10;175;continuous
615_fri_c4_250_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.450083722603202;test;2.10909076;14;358;744;3;10;175;continuous
flags;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786500974658869;train;0.873067465;3;160;326;20;40;125;multinomial
flags;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806346801346802;test;0.873067465;3;160;326;20;40;125;multinomial
1193_BNG_lowbwt;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.622601413471057;train;4.87205770833333;7;208;430;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.62574469720296;test;4.87205770833333;7;208;430;8;9;21773;continuous
mfeat_karhunen;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999164442101717;train;20.788581155;3;55;138;27;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995384493148388;test;20.788581155;3;55;138;27;64;1400;multinomial
ann_thyroid;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99333430487064;train;4.51784489333333;11;288;598;6;21;5040;multinomial
ann_thyroid;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991632784916946;test;4.51784489333333;11;288;598;6;21;5040;multinomial
saheart;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125194010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791845225712503;train;0.708207966666667;12;36;536;9;9;324;binomial
saheart;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125194010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801911589008363;test;0.708207966666667;12;36;536;9;9;324;binomial
analcatdata_cyyoung9302;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92;train;0.260163323333333;5;28;250;2;7;65;binomial
analcatdata_cyyoung9302;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945652173913043;test;0.260163323333333;5;28;250;2;7;65;binomial
1193_BNG_lowbwt;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598281463372976;train;7.47071400166667;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.613805967249986;test;7.47071400166667;3;160;326;9;9;21773;continuous
643_fri_c2_500_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87014089225503;train;0.924444265;3;50;150;24;25;350;continuous
643_fri_c2_500_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.909107404126277;test;0.924444265;3;50;150;24;25;350;continuous
ecoli;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966945155256266;train;0.55116345665;3;5;36;4;5;229;multinomial
ecoli;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951640176272529;test;0.55116345665;3;5;36;4;5;229;multinomial
634_fri_c2_100_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.690531470116967;train;1.78142445833333;7;240;494;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874389999968737;test;1.78142445833333;7;240;494;9;9;70;continuous
allbp;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983467334475638;train;0.764736066666667;9;25;378;21;25;2641;multinomial
allbp;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959983623078861;test;0.764736066666667;9;25;378;21;25;2641;multinomial
flags;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842582304526749;train;1.45348185833333;6;220;452;33;40;125;multinomial
flags;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809713804713805;test;1.45348185833333;6;220;452;33;40;125;multinomial
nikuradse_1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.202344798990366;train;0.125890733333333;3;4;32;1;2;254;continuous
nikuradse_1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194686752167965;test;0.125890733333333;3;4;32;1;2;254;continuous
561_cpu;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.095516034050095;train;1.53727588666667;10;268;556;5;7;147;continuous
561_cpu;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.145272858042916;test;1.53727588666667;10;268;556;5;7;147;continuous
prnn_synth;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965778474399164;train;0.580612676666667;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947724039829303;test;0.580612676666667;3;160;326;2;2;175;binomial
vowel;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97164403848576;train;14.8441521516667;6;13;152;10;13;693;multinomial
vowel;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959264925567197;test;14.8441521516667;6;13;152;10;13;693;multinomial
562_cpu_small;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.348292991286423;train;1.94369473666667;8;24;230;1;12;5735;continuous
562_cpu_small;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353578767889347;test;1.94369473666667;8;24;230;1;12;5735;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126103757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530239986434576;train;1.19385571;6;20;252;9;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126103757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517747746676451;test;1.19385571;6;20;252;9;10;175;continuous
schizo;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125182133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.655628429355281;train;0.0869532183333333;3;13;80;2;13;238;multinomial
schizo;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125182133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616443452380953;test;0.0869532183333333;3;13;80;2;13;238;multinomial
1191_BNG_pbc;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.794051063998785;train;410.676219478333;0;100;200;10;18;700000;continuous
1191_BNG_pbc;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.793751020996103;test;410.676219478333;0;100;200;10;18;700000;continuous
649_fri_c0_500_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.464695085684009;train;1.27048093333333;6;204;420;5;5;350;continuous
649_fri_c0_500_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466087932194469;test;1.27048093333333;6;204;420;5;5;350;continuous
segmentation;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99701134401832;train;27.8130423016667;6;14;176;6;14;1617;multinomial
segmentation;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99654145674562;test;27.8130423016667;6;14;176;6;14;1617;multinomial
656_fri_c1_100_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309073114294229;train;2.044617375;9;280;578;3;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559695169047052;test;2.044617375;9;280;578;3;5;70;continuous
allrep;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979733441917565;train;3.05384882166667;7;240;494;4;24;2641;multinomial
allrep;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958071702439605;test;3.05384882166667;7;240;494;4;24;2641;multinomial
banana;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98633550716628;train;2.73756046166667;8;203;422;2;2;3710;binomial
banana;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967016844457797;test;2.73756046166667;8;203;422;2;2;3710;binomial
529_pollen;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.455883596169426;train;2.15507837331667;3;160;326;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508552229139047;test;2.15507837331667;3;160;326;4;4;2694;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826751709099513;train;0.869693918333333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839448284114971;test;0.869693918333333;3;160;326;5;5;350;continuous
analcatdata_boxing1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.736728395061728;train;2.36626655833333;20;393;828;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.645833333333333;test;2.36626655833333;20;393;828;1;3;84;binomial
prnn_fglass;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855822602344801;train;1.84326917833333;10;9;174;2;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851267321743512;test;1.84326917833333;10;9;174;2;9;144;multinomial
colic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895946724723058;train;1.19973216166667;5;200;410;19;22;258;binomial
colic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929577464788732;test;1.19973216166667;5;200;410;19;22;258;binomial
vowel;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970982310864185;train;2.71826262666667;6;212;436;13;13;693;multinomial
vowel;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962727800714012;test;2.71826262666667;6;212;436;13;13;693;multinomial
584_fri_c4_500_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237421798999906;train;0.953075905;3;160;326;5;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395429173012496;test;0.953075905;3;160;326;5;24;350;continuous
547_no2;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.626735235488525;train;0.520782498333333;3;14;86;7;7;350;continuous
547_no2;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.656962675791569;test;0.520782498333333;3;14;86;7;7;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321687892214631;train;0.887916625;3;160;326;6;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439871033250739;test;0.887916625;3;160;326;6;25;350;continuous
buggyCrx;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936661131866611;train;2.92620423666667;11;14;288;7;14;483;binomial
buggyCrx;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88870320855615;test;2.92620423666667;11;14;288;7;14;483;binomial
596_fri_c2_250_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785285032702545;train;0.102050126666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871538828338429;test;0.102050126666667;3;25;156;5;5;175;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.884361382027078;train;42.75250175;1;120;242;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.889395323547366;test;42.75250175;1;120;242;9;9;81648;continuous
547_no2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.669612546056431;train;1.67761452666667;11;14;320;7;7;350;continuous
547_no2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.630643797939286;test;1.67761452666667;11;14;320;7;7;350;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661360374770662;train;0.541882413333333;10;10;206;3;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522501922240776;test;0.541882413333333;10;10;206;3;5;44;continuous
tae;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688244047619048;train;0.46376303;6;5;68;4;5;106;multinomial
tae;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66395173453997;test;0.46376303;6;5;68;4;5;106;multinomial
ionosphere;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919807249712313;train;1.14573826666667;6;220;452;22;32;246;binomial
ionosphere;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813432835820896;test;1.14573826666667;6;220;452;22;32;246;binomial
buggyCrx;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974966345656001;train;1.01422201;3;160;326;14;14;483;binomial
buggyCrx;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928833172613308;test;1.01422201;3;160;326;14;14;483;binomial
628_fri_c3_1000_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126091155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850991339162168;train;0.33303668;5;10;112;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126091155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846246428798684;test;0.33303668;5;10;112;5;5;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816709478180805;train;0.545185323333333;10;50;460;8;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892350964168786;test;0.545185323333333;10;50;460;8;10;700;continuous
cleve;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929841897233202;train;0.751303916666667;3;160;326;11;13;213;binomial
cleve;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.869071146245059;test;0.751303916666667;3;160;326;11;13;213;binomial
623_fri_c4_1000_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125194022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812029404740413;train;0.63608697;12;50;544;7;10;700;continuous
623_fri_c4_1000_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125194022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827806802289612;test;0.63608697;12;50;544;7;10;700;continuous
biomed;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125182636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976102941176471;train;0.144581105;3;32;158;5;8;147;binomial
biomed;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125182636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882675438596491;test;0.144581105;3;32;158;5;8;147;binomial
colic;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885738606600314;train;0.665959841666667;3;160;326;5;22;258;binomial
colic;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877410468319559;test;0.665959841666667;3;160;326;5;22;258;binomial
confidence;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
599_fri_c2_1000_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209192997218661;train;0.822905396666667;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304770482558799;test;0.822905396666667;3;160;326;5;5;700;continuous
210_cloud;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.291073830848293;train;1.76418237166667;7;224;462;2;5;76;continuous
210_cloud;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297054426608724;test;1.76418237166667;7;224;462;2;5;76;continuous
1201_BNG_breastTumor;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914575515725857;train;10.47515262665;5;200;410;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917202865911198;test;10.47515262665;5;200;410;9;9;81648;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.134353648227727;train;1.10295062666667;7;229;472;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161172379774036;test;1.10295062666667;7;229;472;3;3;227;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809738972570244;train;1.53123021666667;7;240;494;10;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830884395300659;test;1.53123021666667;7;240;494;10;10;350;continuous
609_fri_c0_1000_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47515270757036;train;0.224733603333333;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492443223300551;test;0.224733603333333;3;10;72;5;5;700;continuous
clean1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.73683546;3;160;326;1;92;334;binomial
clean1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.73683546;3;160;326;1;92;334;binomial
dis;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992750238717981;train;2.31294291168333;3;160;326;2;24;2641;binomial
dis;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.834212784212784;test;2.31294291168333;3;160;326;2;24;2641;binomial
analcatdata_creditscore;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.568628301666667;3;160;326;4;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.568628301666667;3;160;326;4;6;70;binomial
583_fri_c1_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125130031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824248059684043;train;1.81113742833333;6;220;452;13;50;700;continuous
583_fri_c1_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125130031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833261773153807;test;1.81113742833333;6;220;452;13;50;700;continuous
collins;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980312822047205;train;2.97811294666667;8;244;504;5;20;340;multinomial
collins;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965453103994771;test;2.97811294666667;8;244;504;5;20;340;multinomial
prnn_crabs;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.36927461333333;9;280;578;3;3;140;binomial
prnn_crabs;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956473214285714;test;1.36927461333333;9;280;578;3;3;140;binomial
595_fri_c0_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466975631626576;train;0.205844795;5;50;250;7;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513839388174764;test;0.205844795;5;50;250;7;10;700;continuous
churn;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859271386767805;train;0.499182628333333;6;60;292;6;15;3500;binomial
churn;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868379320086637;test;0.499182628333333;6;60;292;6;15;3500;binomial
calendarDOW;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125125613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933437683780504;train;2.500778355;10;300;620;15;15;280;multinomial
calendarDOW;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125125613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813212126454255;test;2.500778355;10;300;620;15;15;280;multinomial
597_fri_c2_500_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822072280964816;train;1.52392277;6;220;452;5;5;350;continuous
597_fri_c2_500_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81433349431768;test;1.52392277;6;220;452;5;5;350;continuous
mfeat_zernike;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98554177901834;train;5.79133356166667;10;268;556;32;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976194556485447;test;5.79133356166667;10;268;556;32;32;1400;multinomial
twonorm;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997876118067978;train;2.75130679666667;3;20;110;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997987907968095;test;2.75130679666667;3;20;110;20;20;5180;binomial
561_cpu;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0690968627835226;train;2.11419539333333;11;320;662;6;7;147;continuous
561_cpu;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.103160717251844;test;2.11419539333333;11;320;662;6;7;147;continuous
611_fri_c3_100_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74185493931607;train;0.12727964;3;20;150;3;4;70;continuous
611_fri_c3_100_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.08923870567989;test;0.12727964;3;20;150;3;4;70;continuous
waveform_21;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965532184812311;train;1.41467124166667;5;168;346;21;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97363284490204;test;1.41467124166667;5;168;346;21;21;3500;multinomial
656_fri_c1_100_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823938069406939;train;0.364448451666667;6;10;136;5;5;70;continuous
656_fri_c1_100_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829000713194744;test;0.364448451666667;6;10;136;5;5;70;continuous
wdbc;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982075369830472;train;0.876878201666667;3;160;326;5;22;399;binomial
wdbc;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967912087912088;test;0.876878201666667;3;160;326;5;22;399;binomial
credit_a;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979758902973991;train;0.889090026666667;3;160;326;10;13;483;binomial
credit_a;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929655967710936;test;0.889090026666667;3;160;326;10;13;483;binomial
allhypo;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979147159348159;train;7.23425762166667;19;448;934;3;24;2639;multinomial
allhypo;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953116905790195;test;7.23425762166667;19;448;934;3;24;2639;multinomial
breast_w;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996053419123148;train;1.31686178833333;6;8;104;7;8;490;binomial
breast_w;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989275875639512;test;1.31686178833333;6;8;104;7;8;490;binomial
dis;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125202040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.652349836642372;train;6.11167469665;8;25;332;9;25;2641;binomial
dis;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125202040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747840333631218;test;6.11167469665;8;25;332;9;25;2641;binomial
profb;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.702768729641694;train;0.784609246666667;3;160;326;4;9;471;binomial
profb;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.692434988179669;test;0.784609246666667;3;160;326;4;9;471;binomial
wine_quality_white;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915272342490029;train;13.7658673866667;20;446;932;11;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.77167296578162;test;13.7658673866667;20;446;932;11;11;3429;multinomial
irish;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125202620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.869653264842438;train;0.744557418333333;3;160;326;4;4;350;binomial
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analcatdata_bankruptcy;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996732026143791;train;0.883958658333333;5;200;410;6;6;35;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928571428571429;test;0.883958658333333;5;200;410;6;6;35;binomial
598_fri_c0_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50459387118119;train;0.165308206666667;3;85;176;8;25;700;continuous
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604_fri_c4_500_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842393427699007;train;1.25721881335;6;20;250;4;10;350;continuous
604_fri_c4_500_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840790374508454;test;1.25721881335;6;20;250;4;10;350;continuous
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diabetes;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914600591715976;train;2.126637005;8;260;536;8;8;538;binomial
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magic;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849961636032736;train;4.408739095;5;200;410;8;9;13314;binomial
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635_fri_c0_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126103724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.56813750580873;train;0.407325233333333;3;20;132;10;10;175;continuous
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197_cpu_act;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18064711580694;train;7.720374415;3;160;326;10;17;5735;continuous
197_cpu_act;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206209615680097;test;7.720374415;3;160;326;10;17;5735;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.930603172173817;train;1.04299755501667;3;160;326;2;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897496784866089;test;1.04299755501667;3;160;326;2;10;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503841250677643;train;1.30550101666667;5;200;410;21;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518446479089524;test;1.30550101666667;5;200;410;21;25;175;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847014916894657;train;0.824406725;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878011941328921;test;0.824406725;3;160;326;5;5;700;continuous
505_tecator;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.07629727594367;train;1.94711357333333;7;38;318;19;19;168;continuous
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562_cpu_small;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315521215852762;train;0.334529323333333;6;60;302;3;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.328631486550743;test;0.334529323333333;6;60;302;3;12;5735;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125200914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.380568389993716;train;0.624810305;3;160;326;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125200914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.353815175406512;test;0.624810305;3;160;326;1;1;33;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812133013908698;train;0.48351666;8;125;396;11;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892919627372115;test;0.48351666;8;125;396;11;25;175;continuous
allhypo;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125190637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978814551626941;train;7.419918815;20;406;852;3;25;2639;multinomial
allhypo;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125190637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970120737755555;test;7.419918815;20;406;852;3;25;2639;multinomial
542_pollution;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.512072153147584;train;1.40099000333333;7;240;494;5;9;42;continuous
542_pollution;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613316280968579;test;1.40099000333333;7;240;494;5;9;42;continuous
analcatdata_japansolvent;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;train;0.665548478333333;3;160;326;4;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;test;0.665548478333333;3;160;326;4;4;37;binomial
mfeat_karhunen;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124204532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.922618628333333;5;63;222;29;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124204532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988398437906113;test;0.922618628333333;5;63;222;29;64;1400;multinomial
adult;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903698432643157;train;14.7381192899833;10;236;492;9;12;34190;binomial
adult;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898860362343832;test;14.7381192899833;10;236;492;9;12;34190;binomial
dermatology;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999457655402587;train;0.80132764;3;160;326;26;26;257;multinomial
dermatology;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997213403880071;test;0.80132764;3;160;326;26;26;257;multinomial
waveform_21;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989043461457545;train;2.59589718998333;3;160;326;21;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973013336750617;test;2.59589718998333;3;160;326;21;21;3500;multinomial
fars;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796497733919523;train;61.1651934066667;0;100;200;21;21;70678;multinomial
fars;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.717635591270136;test;61.1651934066667;0;100;200;21;21;70678;multinomial
coil2000;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.743165946559804;train;10.7543440066667;20;260;560;21;59;6876;binomial
coil2000;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.729733944470787;test;10.7543440066667;20;260;560;21;59;6876;binomial
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459346399349251;train;1.75174977;6;220;452;22;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457129043993246;test;1.75174977;6;220;452;22;71;742;continuous
churn;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125101549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863589945323924;train;1.53173130166667;3;15;94;5;15;3500;binomial
churn;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125101549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843120349727108;test;1.53173130166667;3;15;94;5;15;3500;binomial
542_pollution;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661410454754756;train;0.620832878333333;3;160;326;1;12;42;continuous
542_pollution;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;1.18558742729139;test;0.620832878333333;3;160;326;1;12;42;continuous
505_tecator;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0749341026584743;train;1.15374615833333;5;200;410;11;16;168;continuous
505_tecator;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.140786219026789;test;1.15374615833333;5;200;410;11;16;168;continuous
analcatdata_asbestos;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923032407407407;train;0.526715946666667;3;160;326;3;3;59;binomial
analcatdata_asbestos;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878571428571429;test;0.526715946666667;3;160;326;3;3;59;binomial
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new_thyroid;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.265538873333333;3;5;36;5;5;151;multinomial
615_fri_c4_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224588848604255;train;2.018863345;12;313;650;6;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.486937771488667;test;2.018863345;12;313;650;6;10;175;continuous
texture;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999693553126798;train;26.9431223433333;3;12;74;11;12;3850;multinomial
texture;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999588463642968;test;26.9431223433333;3;12;74;11;12;3850;multinomial
603_fri_c0_250_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301798749896718;train;3.176033395;11;320;662;11;50;175;continuous
603_fri_c0_250_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.569922199978195;test;3.176033395;11;320;662;11;50;175;continuous
contraceptive;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718643503146141;train;3.167056465;7;9;130;4;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72704948452822;test;3.167056465;7;9;130;4;9;1032;multinomial
519_vinnie;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.467896591795557;train;0.578820301666667;3;160;326;1;2;266;continuous
519_vinnie;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.469600040713;test;0.578820301666667;3;160;326;1;2;266;continuous
lupus;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124183343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958333333333333;train;1.76657958166667;10;300;620;1;2;61;binomial
lupus;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124183343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.681818181818182;test;1.76657958166667;10;300;620;1;2;61;binomial
547_no2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417329485292159;train;1.31951899166667;5;200;410;6;7;350;continuous
547_no2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.652683008971949;test;1.31951899166667;5;200;410;6;7;350;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126103724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66746155273626;train;1.39867380833333;5;200;410;5;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126103724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.583132460037174;test;1.39867380833333;5;200;410;5;10;175;continuous
505_tecator;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.041941863922406;train;0.196250331666667;3;80;186;15;16;168;continuous
505_tecator;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0612532400651245;test;0.196250331666667;3;80;186;15;16;168;continuous
598_fri_c0_1000_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510625412617871;train;0.758979728333333;3;160;326;5;25;700;continuous
598_fri_c0_1000_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504963572963156;test;0.758979728333333;3;160;326;5;25;700;continuous
horse_colic;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861799429164504;train;0.756504571666667;3;160;326;2;22;258;binomial
horse_colic;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809873949579832;test;0.756504571666667;3;160;326;2;22;258;binomial
631_fri_c1_500_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816119721138106;train;0.498904766666667;12;25;534;5;5;350;continuous
631_fri_c1_500_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848685912898596;test;0.498904766666667;12;25;534;5;5;350;continuous
706_sleuth_case1202;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.50152296441201;train;0.53296828;3;160;326;1;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.731280582972607;test;0.53296828;3;160;326;1;6;66;continuous
saheart;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784189723320158;train;1.68998299833333;11;9;204;6;9;324;binomial
saheart;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784468339307049;test;1.68998299833333;11;9;204;6;9;324;binomial
bupa;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710907599781301;train;0.323142621666667;7;20;236;5;5;242;binomial
bupa;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.676470588235294;test;0.323142621666667;7;20;236;5;5;242;binomial
1201_BNG_breastTumor;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914300669415666;train;3.187431315;6;18;228;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916223527804546;test;3.187431315;6;18;228;9;9;81648;continuous
519_vinnie;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483780583592006;train;0.060420965;3;10;80;2;2;266;continuous
519_vinnie;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458705783041947;test;0.060420965;3;10;80;2;2;266;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176910148988738;train;1.13830895666667;5;200;410;4;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437972203631654;test;1.13830895666667;5;200;410;4;5;175;continuous
519_vinnie;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481486611213077;train;1.10874806166667;3;160;326;1;2;266;continuous
519_vinnie;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457682125748457;test;1.10874806166667;3;160;326;1;2;266;continuous
1595_poker;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816254850943922;train;2.21236008666667;3;50;166;10;10;717507;continuous
1595_poker;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814920845579082;test;2.21236008666667;3;50;166;10;10;717507;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.181766055257069;train;0.653319365;13;30;586;6;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31859173073194;test;0.653319365;13;30;586;6;6;147;continuous
segmentation;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997573813513393;train;0.62869523;11;14;310;8;14;1617;multinomial
segmentation;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996328566455465;test;0.62869523;11;14;310;8;14;1617;multinomial
heart_statlog;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964896284476863;train;1.089961775;11;13;286;10;13;189;binomial
heart_statlog;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829253365973072;test;1.089961775;11;13;286;10;13;189;binomial
624_fri_c0_100_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125202550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.442825327194557;train;3.15522964833333;19;480;998;5;5;70;continuous
624_fri_c0_100_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125202550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.668108763292621;test;3.15522964833333;19;480;998;5;5;70;continuous
flags;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928778427550357;train;3.99603261001667;20;500;1040;35;40;125;multinomial
flags;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.746071829405163;test;3.99603261001667;20;500;1040;35;40;125;multinomial
analcatdata_boxing2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836493987049029;train;3.26034045165;20;456;956;1;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.828571428571429;test;3.26034045165;20;456;956;1;3;93;binomial
615_fri_c4_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810324598266512;train;2.68878338666667;20;319;678;5;10;175;continuous
615_fri_c4_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.747111284350613;test;2.68878338666667;20;319;678;5;10;175;continuous
waveform_40;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967824075069494;train;10.8236667616667;3;36;136;17;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971484146088334;test;10.8236667616667;3;36;136;17;40;3500;multinomial
cars;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821797884004728;train;0.583164583333333;3;160;326;2;6;275;multinomial
cars;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821385620915033;test;0.583164583333333;3;160;326;2;6;275;multinomial
225_puma8NH;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747350469729885;train;0.553763031666667;3;16;112;2;8;5735;continuous
225_puma8NH;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756054646676454;test;0.553763031666667;3;16;112;2;8;5735;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861957206237063;train;0.991715718316667;10;20;406;6;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851208677854464;test;0.991715718316667;10;20;406;6;10;350;continuous
mfeat_zernike;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987871051117417;train;1.92921064333333;3;160;326;32;32;1400;multinomial
mfeat_zernike;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970652731397892;test;1.92921064333333;3;160;326;32;32;1400;multinomial
spambase;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977741385167869;train;1.76323952;7;218;450;51;54;3221;binomial
spambase;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968026251854822;test;1.76323952;7;218;450;51;54;3221;binomial
218_house_8L;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510820640993941;train;12.8709020533333;18;16;588;7;8;15949;continuous
218_house_8L;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.500382228194801;test;12.8709020533333;18;16;588;7;8;15949;continuous
wine_recognition;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124180909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999820981023989;train;0.770475104983333;3;160;326;10;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124180909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.770475104983333;3;160;326;10;13;125;multinomial
542_pollution;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373850263723076;train;1.12239362666667;5;200;410;11;11;42;continuous
542_pollution;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.618330610952876;test;1.12239362666667;5;200;410;11;11;42;continuous
saheart;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802169067215364;train;0.630305011666667;12;36;536;9;9;324;binomial
saheart;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779516994633274;test;0.630305011666667;12;36;536;9;9;324;binomial
collins;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124202453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.696200855;8;20;276;7;20;340;multinomial
collins;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124202453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862899045399045;test;0.696200855;8;20;276;7;20;340;multinomial
sonar;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.11451234;8;260;536;57;59;146;binomial
sonar;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90282131661442;test;2.11451234;8;260;536;57;59;146;binomial
633_fri_c0_500_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2881140222536;train;1.51140271166667;3;160;326;19;25;350;continuous
633_fri_c0_500_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.487827698290362;test;1.51140271166667;3;160;326;19;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227343255658609;train;3.07266126666667;20;461;962;3;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329525437443658;test;3.07266126666667;20;461;962;3;25;350;continuous
heart_h;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916693113297366;train;0.48504968;8;48;376;3;12;206;binomial
heart_h;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893216746157923;test;0.48504968;8;48;376;3;12;206;binomial
vehicle;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937819444444444;train;1.82296568333333;3;13;80;13;13;593;multinomial
vehicle;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938583266672067;test;1.82296568333333;3;13;80;13;13;593;multinomial
561_cpu;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.151225577290099;train;0.320715728316667;6;35;292;6;7;147;continuous
561_cpu;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.17463999346804;test;0.320715728316667;6;35;292;6;7;147;continuous
allhypo;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126101026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845985232655336;train;1.40384998833333;15;25;628;8;25;2639;multinomial
allhypo;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126101026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.840677776441665;test;1.40384998833333;15;25;628;8;25;2639;multinomial
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799883893613448;train;0.328347635;7;50;334;8;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805424794132124;test;0.328347635;7;50;334;8;10;700;continuous
german;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825759117649909;train;0.247161213333333;3;68;166;10;20;700;binomial
german;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.745833111454284;test;0.247161213333333;3;68;166;10;20;700;binomial
519_vinnie;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125181844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.464916647094124;train;0.588841758333333;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125181844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481105450837135;test;0.588841758333333;3;160;326;1;2;266;continuous
592_fri_c4_1000_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847570878118801;train;2.25026425833333;10;268;556;6;25;700;continuous
592_fri_c4_1000_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834236274072994;test;2.25026425833333;10;268;556;6;25;700;continuous
penguins;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.573600125;3;160;326;5;7;241;multinomial
penguins;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.573600125;3;160;326;5;7;241;multinomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9915;train;0.815027938333333;3;144;294;2;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981366459627329;test;0.815027938333333;3;144;294;2;6;70;binomial
titanic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821041793628675;train;0.299794954983333;5;28;228;7;7;1545;binomial
titanic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786835453359426;test;0.299794954983333;5;28;228;7;7;1545;binomial
wine_quality_red;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.62100441713586;train;1.57608446;6;220;452;7;11;1120;multinomial
wine_quality_red;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.494289645050409;test;1.57608446;6;220;452;7;11;1120;multinomial
optdigits;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998375332735941;train;14.445669195;6;220;452;46;61;3934;multinomial
optdigits;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997286048452384;test;14.445669195;6;220;452;46;61;3934;multinomial
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.228440052343708;train;0.155376813333333;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.176757224356053;test;0.155376813333333;3;6;48;3;3;333;continuous
mfeat_karhunen;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997133255730271;train;1.07739137833333;5;63;222;13;64;1400;multinomial
mfeat_karhunen;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995053819645022;test;1.07739137833333;5;63;222;13;64;1400;multinomial
german;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.78364896028768;train;0.98235524;5;200;410;13;20;700;binomial
german;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733852424749164;test;0.98235524;5;200;410;13;20;700;binomial
allbp;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986170215651334;train;3.11040006501667;6;188;388;19;25;2641;multinomial
allbp;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976302921884317;test;3.11040006501667;6;188;388;19;25;2641;multinomial
344_mv;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432691746054009;train;0.67850743;8;50;376;7;10;28538;continuous
344_mv;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.426571846619877;test;0.67850743;8;50;376;7;10;28538;continuous
582_fri_c1_500_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805624825148376;train;2.22164938833333;20;304;648;9;25;350;continuous
582_fri_c1_500_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858162418555752;test;2.22164938833333;20;304;648;9;25;350;continuous
1199_BNG_echoMonths;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.716952535959815;train;3.01304994166667;8;212;440;8;9;12248;continuous
1199_BNG_echoMonths;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.705917043914805;test;3.01304994166667;8;212;440;8;9;12248;continuous
schizo;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.879145178333334;3;160;326;7;13;238;multinomial
schizo;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.879145178333334;3;160;326;7;13;238;multinomial
heart_statlog;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965445269016698;train;1.60992341666667;9;13;246;10;13;189;binomial
heart_statlog;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848225214198287;test;1.60992341666667;9;13;246;10;13;189;binomial
581_fri_c3_500_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124183008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816229853424591;train;2.55344838333333;9;50;402;6;25;350;continuous
581_fri_c3_500_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124183008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76697420937977;test;2.55344838333333;9;50;402;6;25;350;continuous
597_fri_c2_500_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833202157547715;train;0.724217936666667;7;10;152;5;5;350;continuous
597_fri_c2_500_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848215267688594;test;0.724217936666667;7;10;152;5;5;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.525088194394624;train;1.359426015;5;200;410;7;10;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496153591193366;test;1.359426015;5;200;410;7;10;350;continuous
wine_quality_red;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812495491887587;train;3.03194810333333;10;300;620;6;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826215519409239;test;3.03194810333333;10;300;620;6;11;1120;multinomial
new_thyroid;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998142822909178;train;0.042901075;3;5;36;2;5;151;multinomial
new_thyroid;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.042901075;3;5;36;2;5;151;multinomial
flags;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852241696061141;train;0.714921856666667;10;39;432;10;39;125;multinomial
flags;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.658615520282187;test;0.714921856666667;10;39;432;10;39;125;multinomial
adult;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909426938418368;train;25.5467560766667;3;160;326;10;12;34190;binomial
adult;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897683838019929;test;25.5467560766667;3;160;326;10;12;34190;binomial
tae;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640097660685896;train;0.118953105;8;5;88;3;5;106;multinomial
tae;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.701481481481482;test;0.118953105;8;5;88;3;5;106;multinomial
allrep;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945570207570208;train;3.40520379333333;17;296;626;5;24;2641;multinomial
allrep;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907702897871352;test;3.40520379333333;17;296;626;5;24;2641;multinomial
537_houses;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606519122396197;train;0.889578115;3;10;72;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.601448004860687;test;0.889578115;3;10;72;5;5;14448;continuous
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995635876840696;train;1.16216911333333;3;20;120;11;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990740740740741;test;1.16216911333333;3;20;120;11;20;399;binomial
titanic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125183134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.739904590534377;train;1.60983542166667;13;313;652;7;7;1545;binomial
titanic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125183134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737428617174574;test;1.60983542166667;13;313;652;7;7;1545;binomial
backache;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.13589249998333;12;124;552;30;31;126;binomial
backache;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.631944444444445;test;1.13589249998333;12;124;552;30;31;126;binomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678300094966762;train;0.800258545;5;184;378;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693850267379679;test;0.800258545;5;184;378;1;3;93;binomial
haberman;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.694757727652465;train;0.082210205;3;12;80;3;3;215;binomial
haberman;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765601217656012;test;0.082210205;3;12;80;3;3;215;binomial
satimage;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125182818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973754624597871;train;35.867676475;5;24;190;21;24;4505;multinomial
satimage;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125182818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975078229576232;test;35.867676475;5;24;190;21;24;4505;multinomial
665_sleuth_case2002;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826593208430419;train;0.456674893333333;6;12;156;1;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812439472580489;test;0.456674893333333;6;12;156;1;6;103;continuous
analcatdata_authorship;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999863036946011;train;1.205280615;3;160;326;22;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99973734812277;test;1.205280615;3;160;326;22;70;589;multinomial
1201_BNG_breastTumor;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917136021475615;train;11.6900546733333;7;240;494;8;9;81648;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.92039811431813;test;11.6900546733333;7;240;494;8;9;81648;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124184351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829252748664434;train;0.84527295;3;160;326;8;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124184351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847748697875833;test;0.84527295;3;160;326;8;10;700;continuous
594_fri_c2_100_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839385640988838;train;0.206281595;3;10;76;1;5;70;continuous
594_fri_c2_100_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.12931050561226;test;0.206281595;3;10;76;1;5;70;continuous
saheart;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802169067215364;train;0.125154228333333;3;36;148;9;9;324;binomial
saheart;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779516994633274;test;0.125154228333333;3;36;148;9;9;324;binomial
574_house_16H;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347174414290464;train;30.8752815266667;3;160;326;15;15;15949;continuous
574_house_16H;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397111372051329;test;30.8752815266667;3;160;326;15;15;15949;continuous
dermatology;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982813508760213;train;0.565073781666667;9;25;352;10;25;257;multinomial
dermatology;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958108123695168;test;0.565073781666667;9;25;352;10;25;257;multinomial
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826847021898469;train;1.0854551;6;20;250;3;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819441041358996;test;1.0854551;6;20;250;3;10;700;continuous
breast;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988529962546816;train;0.676087673333333;3;160;326;9;9;490;binomial
breast;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997499456403566;test;0.676087673333333;3;160;326;9;9;490;binomial
biomed;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977532679738562;train;0.351522416666667;6;32;284;6;8;147;binomial
biomed;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861842105263158;test;0.351522416666667;6;32;284;6;8;147;binomial
pima;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814836876832845;train;0.299022171683333;3;8;56;5;8;538;binomial
pima;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841216216216216;test;0.299022171683333;3;8;56;5;8;538;binomial
sleep;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126102756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892422989829937;train;57.71886047;1;13;36;13;13;74136;multinomial
sleep;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126102756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89733137616473;test;57.71886047;1;13;36;13;13;74136;multinomial
197_cpu_act;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331454728941097;train;3.94350256833333;12;34;496;1;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.355659479299181;test;3.94350256833333;12;34;496;1;17;5735;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607547079405534;train;0.102411351666667;3;4;32;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503192404593698;test;0.102411351666667;3;4;32;2;2;156;continuous
coil2000;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725101539469374;train;6.89752403166667;20;180;880;3;59;6876;binomial
coil2000;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723925430725054;test;6.89752403166667;20;180;880;3;59;6876;binomial
titanic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746497278091202;train;1.47641907666667;10;7;146;7;7;1545;binomial
titanic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768047179377702;test;1.47641907666667;10;7;146;7;7;1545;binomial
allrep;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125152410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942501124332997;train;0.986390625;10;24;430;4;24;2641;multinomial
allrep;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125152410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921017151766304;test;0.986390625;10;24;430;4;24;2641;multinomial
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814579706826206;train;1.34695104333333;5;200;410;31;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843337972228552;test;1.34695104333333;5;200;410;31;50;700;continuous
ann_thyroid;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124190847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978892265510344;train;5.22594731333333;9;264;546;8;21;5040;multinomial
ann_thyroid;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124190847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949892773708509;test;5.22594731333333;9;264;546;8;21;5040;multinomial
hypothyroid;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945018234458952;train;2.04422503333333;10;230;480;18;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905473201516424;test;2.04422503333333;10;230;480;18;20;2215;binomial
hungarian;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954166237511587;train;0.755572616666667;11;48;502;10;12;206;binomial
hungarian;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816528925619835;test;0.755572616666667;11;48;502;10;12;206;binomial
magic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867741768397609;train;3.682399465;3;160;326;9;9;13314;binomial
magic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858521817394525;test;3.682399465;3;160;326;9;9;13314;binomial
prnn_crabs;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99774358974359;train;0.77177538835;5;184;378;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996571428571429;test;0.77177538835;5;184;378;4;4;140;binomial
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197600176294053;train;1.10241916166667;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286660398213876;test;1.10241916166667;3;160;326;5;10;700;continuous
crx;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986169804072224;train;0.77258923;3;160;326;11;14;483;binomial
crx;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936903201647631;test;0.77258923;3;160;326;11;14;483;binomial
646_fri_c3_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125194207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222609364088758;train;0.699957723333333;3;160;326;9;9;350;continuous
646_fri_c3_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125194207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349668271700422;test;0.699957723333333;3;160;326;9;9;350;continuous
615_fri_c4_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788537947112113;train;0.434518245;3;20;130;7;10;175;continuous
615_fri_c4_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848215630404159;test;0.434518245;3;20;130;7;10;175;continuous
634_fri_c2_100_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.668237929218078;train;0.14212575;3;50;176;10;10;70;continuous
634_fri_c2_100_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764189383862322;test;0.14212575;3;50;176;10;10;70;continuous
560_bodyfat;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0784402614412625;train;1.69539522666667;6;204;420;11;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.107604154838883;test;1.69539522666667;6;204;420;11;13;177;continuous
542_pollution;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.595133365879959;train;1.23888050166667;5;200;410;6;13;42;continuous
542_pollution;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.622583217952507;test;1.23888050166667;5;200;410;6;13;42;continuous
644_fri_c4_250_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827949646382482;train;0.738946695;3;50;150;6;25;175;continuous
644_fri_c4_250_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.907935316758433;test;0.738946695;3;50;150;6;25;175;continuous
contraceptive;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.738968258176942;train;0.27925831;11;9;204;9;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706573278052151;test;0.27925831;11;9;204;9;9;1032;multinomial
589_fri_c2_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821847591872784;train;0.796879563333333;3;160;326;5;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825758705801236;test;0.796879563333333;3;160;326;5;25;700;continuous
599_fri_c2_1000_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126110634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790013865018927;train;1.81190838333333;7;224;462;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126110634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835802696204795;test;1.81190838333333;7;224;462;5;5;700;continuous
tokyo1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961961592287358;train;2.073754525;7;22;284;5;22;672;binomial
tokyo1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957062146892655;test;2.073754525;7;22;284;5;22;672;binomial
credit_a;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938939651877845;train;3.257425265;10;14;270;9;14;483;binomial
credit_a;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909451046972269;test;3.257425265;10;14;270;9;14;483;binomial
breast_cancer;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.782675638686131;train;0.727769771666667;3;160;326;5;9;201;binomial
breast_cancer;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.675595238095238;test;0.727769771666667;3;160;326;5;9;201;binomial
twonorm;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997665992424315;train;3.13095244001667;3;20;104;20;20;5180;binomial
twonorm;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998725296530939;test;3.13095244001667;3;20;104;20;20;5180;binomial
mfeat_factors;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.06350962331667;3;66;138;76;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983172146303789;test;1.06350962331667;3;66;138;76;135;1400;multinomial
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586_fri_c3_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231889158296626;train;4.917499645;7;240;494;24;25;700;continuous
586_fri_c3_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321924633308699;test;4.917499645;7;240;494;24;25;700;continuous
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574_house_16H;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494847152271789;train;18.85163086;14;30;608;15;15;15949;continuous
574_house_16H;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480042092089408;test;18.85163086;14;30;608;15;15;15949;continuous
1096_FacultySalaries;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.281220778963111;train;0.117953318333333;5;10;120;1;2;35;continuous
1096_FacultySalaries;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.556095752599817;test;0.117953318333333;5;10;120;1;2;35;continuous
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294_satellite_image;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299060073226306;train;4.07101866;3;160;326;25;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358509674904595;test;4.07101866;3;160;326;25;25;4505;continuous
557_analcatdata_apnea1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.171957553684266;train;0.241133953333333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297048782346808;test;0.241133953333333;3;6;48;3;3;333;continuous
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628_fri_c3_1000_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200151702981852;train;2.13105104166667;6;220;452;4;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307803400522601;test;2.13105104166667;6;220;452;4;5;700;continuous
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624_fri_c0_100_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47746620846144;train;0.219228216666667;3;10;76;5;5;70;continuous
624_fri_c0_100_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.573953940557418;test;0.219228216666667;3;10;76;5;5;70;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804247486939928;train;1.22200322835;6;20;254;10;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836792713348682;test;1.22200322835;6;20;254;10;10;175;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125134827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835320438923869;train;0.643144306666667;10;125;470;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125134827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858844748259809;test;0.643144306666667;10;125;470;5;25;700;continuous
cars;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848192858045075;train;1.73854659833333;11;6;140;3;6;275;multinomial
cars;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799366700528055;test;1.73854659833333;11;6;140;3;6;275;multinomial
644_fri_c4_250_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786891822691131;train;0.182890566666667;3;90;186;11;24;175;continuous
644_fri_c4_250_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875036904550836;test;0.182890566666667;3;90;186;11;24;175;continuous
1595_poker;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816207994813465;train;53.5863977466833;2;20;84;6;10;717507;continuous
1595_poker;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815164368597611;test;53.5863977466833;2;20;84;6;10;717507;continuous
waveform_40;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126095223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966202416369569;train;0.65032353;7;40;304;16;40;3500;multinomial
waveform_40;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126095223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969014124972631;test;0.65032353;7;40;304;16;40;3500;multinomial
hepatitis;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.723615464994775;train;0.958770938333333;6;19;188;1;19;109;binomial
hepatitis;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758333333333333;test;0.958770938333333;6;19;188;1;19;109;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925595238095238;train;0.178346191666667;6;16;196;3;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888888888888889;test;0.178346191666667;6;16;196;3;4;37;binomial
analcatdata_germangss;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731156028036935;train;1.15681726831667;9;5;96;1;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.707431333389348;test;1.15681726831667;9;5;96;1;5;280;multinomial
cleve;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951311534315487;train;0.521386971683333;8;52;376;9;13;213;binomial
cleve;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860177865612648;test;0.521386971683333;8;52;376;9;13;213;binomial
641_fri_c1_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84707011373023;train;0.234016996666667;5;50;250;4;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854128176257583;test;0.234016996666667;5;50;250;4;10;350;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756822247673104;train;1.0339216;10;20;410;10;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.919827884367623;test;1.0339216;10;20;410;10;10;175;continuous
603_fri_c0_250_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.421267265649832;train;0.392836195;5;130;270;29;50;175;continuous
603_fri_c0_250_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.615361830015423;test;0.392836195;5;130;270;29;50;175;continuous
allrep;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983140555805407;train;4.68214567833333;13;360;746;5;24;2641;multinomial
allrep;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94571385237119;test;4.68214567833333;13;360;746;5;24;2641;multinomial
segmentation;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997988075911741;train;0.405069936666667;6;14;176;11;14;1617;multinomial
segmentation;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997642637302891;test;0.405069936666667;6;14;176;11;14;1617;multinomial
637_fri_c1_500_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817867130641214;train;0.328759168333333;5;130;270;26;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908855122147696;test;0.328759168333333;5;130;270;26;50;350;continuous
satimage;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981555589648389;train;0.485500191666667;3;27;130;24;27;4505;multinomial
satimage;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976363967535933;test;0.485500191666667;3;27;130;24;27;4505;multinomial
sonar;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948573573573574;train;2.07899793;7;60;306;49;60;146;binomial
sonar;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821621621621622;test;2.07899793;7;60;306;49;60;146;binomial
breast_w;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125152933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990891066886129;train;0.856129345;3;160;326;9;9;490;binomial
breast_w;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125152933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994195198740653;test;0.856129345;3;160;326;9;9;490;binomial
sleep;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126103552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.593093650601238;train;36.3636493449833;1;13;36;10;13;74136;multinomial
sleep;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126103552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594302305499129;test;36.3636493449833;1;13;36;10;13;74136;multinomial
cleveland;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901796511181127;train;4.493712855;20;500;1040;3;13;213;multinomial
cleveland;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.636402071563088;test;4.493712855;20;500;1040;3;13;213;multinomial
cmc;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.711443807544471;train;2.17179982333333;20;296;632;8;9;1032;multinomial
cmc;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720709935805638;test;2.17179982333333;20;296;632;8;9;1032;multinomial
584_fri_c4_500_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813893281593488;train;1.539080195;8;50;360;18;25;350;continuous
584_fri_c4_500_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787406608100033;test;1.539080195;8;50;360;18;25;350;continuous
ecoli;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975911267986431;train;0.0855792816666667;5;5;56;4;5;229;multinomial
ecoli;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980604701256875;test;0.0855792816666667;5;5;56;4;5;229;multinomial
churn;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853011569465965;train;3.37797544666667;7;15;200;7;15;3500;binomial
churn;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857756850927583;test;3.37797544666667;7;15;200;7;15;3500;binomial
new_thyroid;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999238095238095;train;0.277720381666667;3;5;36;3;5;151;multinomial
new_thyroid;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996707818930041;test;0.277720381666667;3;5;36;3;5;151;multinomial
644_fri_c4_250_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798035089270978;train;2.33571324166667;20;357;754;13;25;175;continuous
644_fri_c4_250_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86949625522713;test;2.33571324166667;20;357;754;13;25;175;continuous
analcatdata_happiness;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.762454212454212;train;3.49758976;20;500;1040;3;3;42;multinomial
analcatdata_happiness;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.691269841269841;test;3.49758976;20;500;1040;3;3;42;multinomial
dermatology;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.372287415016667;5;25;202;20;25;257;multinomial
dermatology;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959313553443108;test;0.372287415016667;5;25;202;20;25;257;multinomial
690_visualizing_galaxy;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.106066624783929;train;0.941293483333333;5;200;410;3;3;227;continuous
690_visualizing_galaxy;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.14897651248936;test;0.941293483333333;5;200;410;3;3;227;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832562436711058;train;1.179343835;8;20;336;8;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818701338923525;test;1.179343835;8;20;336;8;10;700;continuous
623_fri_c4_1000_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815882397827632;train;0.490400641666667;3;20;132;4;10;700;continuous
623_fri_c4_1000_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824437287855192;test;0.490400641666667;3;20;132;4;10;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125155251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830230466700346;train;3.01389890666667;10;50;440;10;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125155251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865343825033101;test;3.01389890666667;10;50;440;10;25;700;continuous
colic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947089947089947;train;0.742478698333333;3;160;326;20;22;258;binomial
colic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925275622703144;test;0.742478698333333;3;160;326;20;22;258;binomial
allhypo;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126101026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835306704347941;train;3.110732005;7;240;494;14;25;2639;multinomial
allhypo;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126101026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833364230933676;test;3.110732005;7;240;494;14;25;2639;multinomial
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125133820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.283756187523172;train;0.947657176666667;3;160;326;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125133820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.125518070047849;test;0.947657176666667;3;160;326;3;3;333;continuous
flags;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.818086419753086;train;2.72737559835;12;340;704;17;39;125;multinomial
flags;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.665731922398589;test;2.72737559835;12;340;704;17;39;125;multinomial
segmentation;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999383941517515;train;1.64836193333333;3;160;326;10;13;1617;multinomial
segmentation;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998181008402713;test;1.64836193333333;3;160;326;10;13;1617;multinomial
583_fri_c1_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126090021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856681135129026;train;0.698231843333333;3;160;326;10;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126090021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850983627028214;test;0.698231843333333;3;160;326;10;50;700;continuous
225_puma8NH;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.754443594511131;train;0.119395846666667;3;40;166;2;8;5735;continuous
225_puma8NH;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.741381251747867;test;0.119395846666667;3;40;166;2;8;5735;continuous
banana;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.54038996352382;train;5.07180232666667;20;500;1040;1;2;3710;binomial
banana;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.532491189920983;test;5.07180232666667;20;500;1040;1;2;3710;binomial
617_fri_c3_500_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824980576207688;train;0.512342978333333;6;10;132;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859890241838439;test;0.512342978333333;6;10;132;5;5;350;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436799043352233;train;0.530362918333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439028721921341;test;0.530362918333333;3;160;326;1;2;156;continuous
analcatdata_boxing2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865384615384615;train;1.05521194666667;5;200;410;1;3;93;binomial
analcatdata_boxing2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913101604278075;test;1.05521194666667;5;200;410;1;3;93;binomial
1030_ERA;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.725150489558547;train;1.25003253166667;6;220;452;2;4;700;continuous
1030_ERA;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.783040999154899;test;1.25003253166667;6;220;452;2;4;700;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.423564298993609;train;0.890584663333333;3;72;150;66;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.417361590686963;test;0.890584663333333;3;72;150;66;72;742;continuous
ionosphere;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966685488424619;train;1.50062611833333;7;240;494;32;32;246;binomial
ionosphere;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895608947804474;test;1.50062611833333;7;240;494;32;32;246;binomial
678_visualizing_environmental;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.657613175669039;train;1.612242835;8;260;536;3;3;78;continuous
678_visualizing_environmental;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.724208840405635;test;1.612242835;8;260;536;3;3;78;continuous
Hill_Valley_without_noise;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.643320856565298;train;3.67753181166667;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.549485231033215;test;3.67753181166667;20;500;1040;1;1;849;binomial
631_fri_c1_500_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228957134795634;train;1.21592277166667;5;200;410;5;5;350;continuous
631_fri_c1_500_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385883249223231;test;1.21592277166667;5;200;410;5;5;350;continuous
agaricus_lepiota;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125133356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.82937392666667;3;160;326;20;20;5702;binomial
agaricus_lepiota;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125133356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.82937392666667;3;160;326;20;20;5702;binomial
letter;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958981851441185;train;5.339681825;9;16;288;9;16;14000;multinomial
letter;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958607212670836;test;5.339681825;9;16;288;9;16;14000;multinomial
626_fri_c2_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814877633072653;train;1.69876669;7;97;318;11;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849019439632761;test;1.69876669;7;97;318;11;50;350;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.341934042082386;train;0.481513165;10;45;460;3;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357868114102806;test;0.481513165;10;45;460;3;9;165;continuous
clean2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534869217362511;train;33.4778309883333;8;101;346;90;105;4619;binomial
clean2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.51103436657682;test;33.4778309883333;8;101;346;90;105;4619;binomial
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23571322645495;train;2.47335635835;7;240;494;6;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416204419484476;test;2.47335635835;7;240;494;6;10;700;continuous
irish;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866064078501103;train;3.35281444;20;370;780;2;4;350;binomial
irish;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824028461959497;test;3.35281444;20;370;780;2;4;350;binomial
624_fri_c0_100_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525647235125823;train;0.105902178333333;3;25;166;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539930042145777;test;0.105902178333333;3;25;166;5;5;70;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46185899638694;train;1.70639667333333;9;248;514;29;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484819057393585;test;1.70639667333333;9;248;514;29;50;350;continuous
waveform_40;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969036471715906;train;26.1149050766667;6;40;262;18;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971881376931169;test;26.1149050766667;6;40;262;18;40;3500;multinomial
647_fri_c1_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808070226446114;train;0.40848189;8;50;376;4;10;175;continuous
647_fri_c1_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.890414270593061;test;0.40848189;8;50;376;4;10;175;continuous
712_chscase_geyser1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453509260249193;train;0.0758155933333333;3;10;80;2;2;156;continuous
712_chscase_geyser1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473914794362583;test;0.0758155933333333;3;10;80;2;2;156;continuous
581_fri_c3_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144458695547458;train;2.77136746333333;17;369;772;5;25;350;continuous
581_fri_c3_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333783062449954;test;2.77136746333333;17;369;772;5;25;350;continuous
294_satellite_image;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461568420239469;train;0.79432003;11;124;512;22;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485261600940318;test;0.79432003;11;124;512;22;25;4505;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481256771969424;train;0.987413408333333;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484247619017309;test;0.987413408333333;3;160;326;5;5;700;continuous
643_fri_c2_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857985302919662;train;1.064373825;3;50;150;12;25;350;continuous
643_fri_c2_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878461657197812;test;1.064373825;3;50;150;12;25;350;continuous
583_fri_c1_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204888021165695;train;2.72706238333333;10;300;620;29;50;700;continuous
583_fri_c1_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371649789916887;test;2.72706238333333;10;300;620;29;50;700;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522556481016345;train;0.592172005;7;50;318;23;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.708830615894953;test;0.592172005;7;50;318;23;25;70;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.114031770916856;train;2.215268245;10;284;588;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.108415755877504;test;2.215268245;10;284;588;3;3;333;continuous
analcatdata_cyyoung9302;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894132653061224;train;0.448552841666667;9;24;400;3;6;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.448552841666667;9;24;400;3;6;65;binomial
wine_recognition;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99967824967825;train;0.376620171666667;3;13;56;3;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993813131313131;test;0.376620171666667;3;13;56;3;13;125;multinomial
credit_a;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920279092259335;train;1.549868985;7;13;178;10;13;483;binomial
credit_a;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914952911781664;test;1.549868985;7;13;178;10;13;483;binomial
654_fri_c0_500_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251687120357534;train;3.09280792;13;360;746;6;10;350;continuous
654_fri_c0_500_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445866956746813;test;3.09280792;13;360;746;6;10;350;continuous
buggyCrx;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943631417650907;train;0.88667381;11;52;502;12;13;483;binomial
buggyCrx;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874289633548893;test;0.88667381;11;52;502;12;13;483;binomial
294_satellite_image;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313475741035499;train;4.12349618333333;3;160;326;27;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3342373905915;test;4.12349618333333;3;160;326;27;27;4505;continuous
218_house_8L;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447715135515182;train;5.95299660333333;20;308;656;8;8;15949;continuous
218_house_8L;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442729682354816;test;5.95299660333333;20;308;656;8;8;15949;continuous
195_auto_price;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.359038190828641;train;0.3092506;5;50;260;2;10;112;continuous
195_auto_price;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446510968119111;test;0.3092506;5;50;260;2;10;112;continuous
cmc;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.732252495106062;train;0.127359273333333;5;9;98;8;9;1032;multinomial
cmc;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.685829926376145;test;0.127359273333333;5;9;98;8;9;1032;multinomial
617_fri_c3_500_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879816680204246;train;0.861765046666667;3;160;326;4;5;350;continuous
617_fri_c3_500_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883272519816489;test;0.861765046666667;3;160;326;4;5;350;continuous
656_fri_c1_100_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797029881640891;train;1.32468957666667;5;200;410;5;5;70;continuous
656_fri_c1_100_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818353277127933;test;1.32468957666667;5;200;410;5;5;70;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277366082599235;train;0.67207572;3;160;326;5;10;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388904147169598;test;0.67207572;3;160;326;5;10;350;continuous
560_bodyfat;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0155732551489857;train;0.542486196666667;3;23;106;1;12;177;continuous
560_bodyfat;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0125443027566572;test;0.542486196666667;3;23;106;1;12;177;continuous
cleveland;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.7920821230052;train;0.159601825;5;13;140;7;13;213;multinomial
cleveland;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.647305812757202;test;0.159601825;5;13;140;7;13;213;multinomial
wine_quality_white;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.612990912944897;train;3.55629584166667;8;260;536;5;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.532738073055395;test;3.55629584166667;8;260;536;5;11;3429;multinomial
churn;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853559079226789;train;1.47213614166667;3;160;326;5;15;3500;binomial
churn;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860687447028911;test;1.47213614166667;3;160;326;5;15;3500;binomial
wine_quality_white;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706539730067578;train;0.809891990016667;16;11;358;11;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666597558672478;test;0.809891990016667;16;11;358;11;11;3429;multinomial
ionosphere;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963143204752022;train;2.88895960166667;8;32;346;28;32;246;binomial
ionosphere;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822337042925278;test;2.88895960166667;8;32;346;28;32;246;binomial
712_chscase_geyser1;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494427883983084;train;0.153279093333333;6;4;56;2;2;156;continuous
712_chscase_geyser1;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48762395572466;test;0.153279093333333;6;4;56;2;2;156;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126091249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826693651670484;train;0.325674663333333;7;50;334;4;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126091249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826060936294459;test;0.325674663333333;7;50;334;4;10;700;continuous
analcatdata_cyyoung9302;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965976331360947;train;0.556151339983333;3;160;326;5;7;65;binomial
analcatdata_cyyoung9302;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793650793650794;test;0.556151339983333;3;160;326;5;7;65;binomial
hungarian;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907563901930099;train;1.05890069666667;6;220;452;11;12;206;binomial
hungarian;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915363881401617;test;1.05890069666667;6;220;452;11;12;206;binomial
611_fri_c3_100_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.947161627872016;train;0.214299688333333;6;20;262;1;4;70;continuous
611_fri_c3_100_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861290843130047;test;0.214299688333333;6;20;262;1;4;70;continuous
heart_statlog;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933621277563083;train;0.73361266;10;52;468;8;13;189;binomial
heart_statlog;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843980343980344;test;0.73361266;10;52;468;8;13;189;binomial
cloud;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.22099878;3;7;50;4;7;76;multinomial
cloud;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.22099878;3;7;50;4;7;76;multinomial
contraceptive;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.07827655835;3;9;62;0;9;1032;multinomial
contraceptive;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.07827655835;3;9;62;0;9;1032;multinomial
583_fri_c1_1000_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831427494936524;train;0.77987123;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842122086606665;test;0.77987123;3;160;326;5;50;700;continuous
210_cloud;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.227346994163538;train;0.24071993;3;10;72;4;5;76;continuous
210_cloud;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.313908594852328;test;0.24071993;3;10;72;4;5;76;continuous
texture;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999951062328701;train;0.386399570016667;3;12;78;12;12;3850;multinomial
texture;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994219556623279;test;0.386399570016667;3;12;78;12;12;3850;multinomial
613_fri_c3_250_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125084747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793253823536616;train;0.114508703333333;3;20;144;4;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125084747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846646820891638;test;0.114508703333333;3;20;144;4;4;175;continuous
cloud;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.738139524584537;train;0.189258285016667;11;7;160;6;7;76;multinomial
cloud;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.431746031746032;test;0.189258285016667;11;7;160;6;7;76;multinomial
633_fri_c0_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271444554764059;train;4.74529436501667;20;402;844;13;25;350;continuous
633_fri_c0_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461959368116868;test;4.74529436501667;20;402;844;13;25;350;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491739777291663;train;0.214340875;3;10;72;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517158103659578;test;0.214340875;3;10;72;5;5;175;continuous
banana;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.546742277140336;train;0.226183366666667;10;8;176;2;2;3710;binomial
banana;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.533670033670034;test;0.226183366666667;10;8;176;2;2;3710;binomial
678_visualizing_environmental;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125143847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.756780205404713;train;0.948416455;5;200;410;1;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125143847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770749746720525;test;0.948416455;5;200;410;1;3;78;continuous
fars;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848065959192694;train;35.800352145;0;5;10;10;21;70678;multinomial
fars;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860827489585508;test;35.800352145;0;5;10;10;21;70678;multinomial
titanic;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746664663118611;train;0.83536905;3;160;326;5;7;1545;binomial
titanic;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780060842183914;test;0.83536905;3;160;326;5;7;1545;binomial
ring;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781815422599365;train;0.864127755;10;79;460;20;20;5180;binomial
ring;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.772958974371472;test;0.864127755;10;79;460;20;20;5180;binomial
churn;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968197922120723;train;2.07066963166667;3;160;326;15;15;3500;binomial
churn;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906761465298051;test;2.07066963166667;3;160;326;15;15;3500;binomial
601_fri_c1_250_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203760926904513;train;2.10159439;13;344;714;4;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348168967399068;test;2.10159439;13;344;714;4;5;175;continuous
653_fri_c0_250_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306134380550991;train;1.54234902166667;6;220;452;13;25;175;continuous
653_fri_c0_250_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.566700947954761;test;1.54234902166667;6;220;452;13;25;175;continuous
vowel;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970117017339419;train;0.538943025;8;13;204;13;13;693;multinomial
vowel;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966642669460536;test;0.538943025;8;13;204;13;13;693;multinomial
allhypo;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841744907844307;train;1.36658189335;14;25;596;9;25;2639;multinomial
allhypo;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863311925765463;test;1.36658189335;14;25;596;9;25;2639;multinomial
banana;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.547333512661425;train;0.107966315;3;2;16;2;2;3710;binomial
banana;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535168053777209;test;0.107966315;3;2;16;2;2;3710;binomial
banana;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.481632521390574;train;2.82465276;19;397;832;2;2;3710;binomial
banana;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.48168249660787;test;2.82465276;19;397;832;2;2;3710;binomial
1199_BNG_echoMonths;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125131109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71576826125654;train;1.57423755;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125131109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.704739101128324;test;1.57423755;3;160;326;9;9;12248;continuous
706_sleuth_case1202;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.623131514995519;train;0.132264558333333;3;30;176;1;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.618508522150997;test;0.132264558333333;3;30;176;1;6;66;continuous
prnn_crabs;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999795876709532;train;0.082454005;3;12;96;3;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994438264738598;test;0.082454005;3;12;96;3;3;140;binomial
612_fri_c1_1000_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125102537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831186032493364;train;0.883909691666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125102537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889873484411254;test;0.883909691666667;3;160;326;5;5;700;continuous
breast_cancer;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778169014084507;train;0.990499305;5;200;410;5;9;201;binomial
breast_cancer;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.654823989569752;test;0.990499305;5;200;410;5;9;201;binomial
allrep;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948044835563767;train;30.763135375;8;24;336;20;24;2641;multinomial
allrep;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.922502213893958;test;30.763135375;8;24;336;20;24;2641;multinomial
542_pollution;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491661008228014;train;1.12727010666667;12;24;510;4;12;42;continuous
542_pollution;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.920103455578376;test;1.12727010666667;12;24;510;4;12;42;continuous
wine_quality_white;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8721020210112;train;3.16296065166667;3;160;326;11;11;3429;multinomial
wine_quality_white;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.753188607076496;test;3.16296065166667;3;160;326;11;11;3429;multinomial
twonorm;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998681692657134;train;4.48299238333333;3;160;326;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996243296093694;test;4.48299238333333;3;160;326;20;20;5180;binomial
678_visualizing_environmental;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788736299922476;train;0.721944503333333;3;160;326;2;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66190407587475;test;0.721944503333333;3;160;326;2;3;78;continuous
225_puma8NH;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125093610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763270373872721;train;1.326485915;6;16;208;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125093610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753369255962695;test;1.326485915;6;16;208;2;8;5735;continuous
cleveland;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.705551226841549;train;1.34886202833333;6;220;452;5;13;213;multinomial
cleveland;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.604785770440252;test;1.34886202833333;6;220;452;5;13;213;multinomial
594_fri_c2_100_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860553372642885;train;0.200414043333333;5;25;250;1;5;70;continuous
594_fri_c2_100_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882048243127205;test;0.200414043333333;5;25;250;1;5;70;continuous
heart_h;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9481031543052;train;0.960345791666667;12;48;544;10;12;206;binomial
heart_h;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900526315789474;test;0.960345791666667;12;48;544;10;12;206;binomial
604_fri_c4_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825260472155861;train;1.276641535;5;200;410;10;10;350;continuous
604_fri_c4_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829026210131074;test;1.276641535;5;200;410;10;10;350;continuous
crx;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948214901690238;train;1.00283413166667;3;160;326;14;14;483;binomial
crx;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916569879984514;test;1.00283413166667;3;160;326;14;14;483;binomial
breast_cancer;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767050638686131;train;1.20521484666667;19;36;830;4;9;201;binomial
breast_cancer;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.690104166666667;test;1.20521484666667;19;36;830;4;9;201;binomial
659_sleuth_ex1714;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.334799273027125;train;0.049417125;3;4;32;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.619090537867011;test;0.049417125;3;4;32;1;2;33;continuous
confidence;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919259259259259;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
mnist;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996251213017307;train;85.6514204433333;0;100;200;522;525;49000;multinomial
mnist;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991615430662727;test;85.6514204433333;0;100;200;522;525;49000;multinomial
adult;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884072977848911;train;14.3205731716667;3;12;76;5;12;34190;binomial
adult;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878118597757496;test;14.3205731716667;3;12;76;5;12;34190;binomial
clean1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125192049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.830893221666667;3;160;326;1;94;334;binomial
clean1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125192049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.830893221666667;3;160;326;1;94;334;binomial
pendigits;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998395100570649;train;42.3289257;2;16;68;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998046545586001;test;42.3289257;2;16;68;16;16;7695;multinomial
582_fri_c1_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820829642626305;train;0.4136819;7;125;354;5;25;350;continuous
582_fri_c1_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865083109052008;test;0.4136819;7;125;354;5;25;350;continuous
666_rmftsa_ladata;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483800564716874;train;0.824593513333333;3;160;326;2;10;356;continuous
666_rmftsa_ladata;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.57035408392444;test;0.824593513333333;3;160;326;2;10;356;continuous
allhyper;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995353417534599;train;0.904459905;11;24;388;22;24;2640;multinomial
allhyper;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.884726649463671;test;0.904459905;11;24;388;22;24;2640;multinomial
561_cpu;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.14641028829056;train;0.391283378333333;8;35;376;6;7;147;continuous
561_cpu;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.193498256505293;test;0.391283378333333;8;35;376;6;7;147;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809883088998431;train;1.36122091833333;5;112;234;26;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.925892148428845;test;1.36122091833333;5;112;234;26;99;700;continuous
credit_a;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936634313149805;train;0.213017078333333;3;56;166;12;14;483;binomial
credit_a;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925523736305977;test;0.213017078333333;3;56;166;12;14;483;binomial
584_fri_c4_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801131844733928;train;0.688333265;3;48;150;5;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809143357984081;test;0.688333265;3;48;150;5;24;350;continuous
credit_g;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82896393137148;train;6.28231257666667;10;20;378;18;20;700;binomial
credit_g;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768117414047027;test;6.28231257666667;10;20;378;18;20;700;binomial
615_fri_c4_250_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791787980536742;train;0.314374468333333;7;50;334;10;10;175;continuous
615_fri_c4_250_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.707358051632653;test;0.314374468333333;7;50;334;10;10;175;continuous
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834319526627219;train;0.665723865;15;24;564;2;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904761904761905;test;0.665723865;15;24;564;2;6;65;binomial
irish;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868259318001586;train;0.986266723333333;6;220;452;3;4;350;binomial
irish;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860660173160173;test;0.986266723333333;6;220;452;3;4;350;binomial
yeast;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914969301515815;train;1.49263304;5;200;410;8;8;1036;multinomial
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192_vineyard;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.623160654471491;train;0.0639433316666667;3;4;32;2;2;37;continuous
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movement_libras;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.797278439153439;test;1.68298950833333;13;23;532;14;23;252;multinomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960059171597633;train;1.51042871166667;9;280;578;6;6;65;binomial
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buggyCrx;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931327879603742;train;1.04657991833333;6;220;452;11;14;483;binomial
buggyCrx;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927193828351012;test;1.04657991833333;6;220;452;11;14;483;binomial
197_cpu_act;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278655226416634;train;2.26555215166667;8;228;472;3;16;5735;continuous
197_cpu_act;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.292335710739529;test;2.26555215166667;8;228;472;3;16;5735;continuous
644_fri_c4_250_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250824804263809;train;1.88788200666667;8;260;536;4;24;175;continuous
644_fri_c4_250_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.43401855716992;test;1.88788200666667;8;260;536;4;24;175;continuous
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581_fri_c3_500_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125101614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286589538671218;train;0.837943783333333;3;160;326;4;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125101614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367449619108244;test;0.837943783333333;3;160;326;4;25;350;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203025284422823;train;2.32484436166667;14;348;724;4;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356154611936386;test;2.32484436166667;14;348;724;4;4;175;continuous
labor;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.454114316666667;7;60;334;5;15;40;binomial
labor;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933333333333333;test;0.454114316666667;7;60;334;5;15;40;binomial
page_blocks;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959569389073944;train;3.063913095;3;160;326;7;8;3832;multinomial
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agaricus_lepiota;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.02333385166667;3;160;326;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;4.02333385166667;3;160;326;20;20;5702;binomial
591_fri_c1_100_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881134774316934;train;1.64280111;7;240;494;3;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85343539146295;test;1.64280111;7;240;494;3;10;70;continuous
sleep;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901563839276868;train;31.3801966333333;1;120;242;13;13;74136;multinomial
sleep;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899749743967509;test;31.3801966333333;1;120;242;13;13;74136;multinomial
sleep;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894110973877129;train;40.65763432;2;140;284;13;13;74136;multinomial
sleep;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898718542239458;test;40.65763432;2;140;284;13;13;74136;multinomial
phoneme;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989768446252843;train;8.09603563;13;344;714;5;5;3783;binomial
phoneme;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946100755292629;test;8.09603563;13;344;714;5;5;3783;binomial
hungarian;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901260504201681;train;0.334162826666667;6;48;292;3;12;206;binomial
hungarian;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904113247863248;test;0.334162826666667;6;48;292;3;12;206;binomial
560_bodyfat;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0691091541780059;train;0.96386811;5;200;410;4;13;177;continuous
560_bodyfat;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.063261168934126;test;0.96386811;5;200;410;4;13;177;continuous
cars;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89919831403876;train;1.27951694333333;7;208;430;7;7;275;multinomial
cars;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75598431372549;test;1.27951694333333;7;208;430;7;7;275;multinomial
confidence;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953571428571429;train;1.05578093;6;212;436;1;1;51;multinomial
confidence;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938333333333333;test;1.05578093;6;212;436;1;1;51;multinomial
mfeat_karhunen;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.548951736666667;3;54;138;33;64;1400;multinomial
mfeat_karhunen;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950915963138386;test;0.548951736666667;3;54;138;33;64;1400;multinomial
sonar;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9181220657277;train;0.755813671666667;9;185;426;21;60;146;binomial
sonar;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.761752136752137;test;0.755813671666667;9;185;426;21;60;146;binomial
calendarDOW;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92738327389986;train;3.84246116;12;340;704;16;16;280;multinomial
calendarDOW;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816010141782256;test;3.84246116;12;340;704;16;16;280;multinomial
heart_h;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914312916534433;train;1.39098887666667;7;12;176;3;12;206;binomial
heart_h;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877318494965554;test;1.39098887666667;7;12;176;3;12;206;binomial
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598_fri_c0_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481461815061968;train;0.849320546666667;3;160;326;19;25;700;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.544895801311624;test;0.849320546666667;3;160;326;19;25;700;continuous
hepatitis;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766774891774892;train;0.829052225;6;19;166;1;19;109;binomial
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637_fri_c1_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125205624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228258048848956;train;3.59936518166667;15;368;766;3;50;350;continuous
637_fri_c1_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125205624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384762378549126;test;3.59936518166667;15;368;766;3;50;350;continuous
537_houses;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612193566984884;train;2.488226425;10;215;450;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.615132466032396;test;2.488226425;10;215;450;5;5;14448;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125154332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84356499876876;train;0.865579575;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125154332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890340695721033;test;0.865579575;3;160;326;5;5;700;continuous
mfeat_zernike;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988629982268395;train;39.46011685;3;33;136;33;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98076534677434;test;39.46011685;3;33;136;33;33;1400;multinomial
599_fri_c2_1000_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814498410485442;train;1.72570696333333;6;220;452;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802760189409033;test;1.72570696333333;6;220;452;5;5;700;continuous
646_fri_c3_500_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125194207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811011526939581;train;1.93215418833333;12;18;444;4;9;350;continuous
646_fri_c3_500_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125194207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757409616168096;test;1.93215418833333;12;18;444;4;9;350;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550893997445722;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.498492324561404;test;;-Inf;-Inf;;1;1;849;binomial
mfeat_zernike;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986578658475273;train;27.2627379316667;3;32;134;29;32;1400;multinomial
mfeat_zernike;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979305563752984;test;27.2627379316667;3;32;134;29;32;1400;multinomial
cleve;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124204418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966403162055336;train;1.57712036;20;52;880;9;13;213;binomial
cleve;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124204418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799407114624506;test;1.57712036;20;52;880;9;13;213;binomial
602_fri_c3_250_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82424017658197;train;1.79779961166667;8;260;536;6;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835567596380659;test;1.79779961166667;8;260;536;6;9;175;continuous
contraceptive;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125191832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73375597483082;train;3.52305223333333;12;9;218;4;9;1032;multinomial
contraceptive;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125191832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699368549038402;test;3.52305223333333;12;9;218;4;9;1032;multinomial
597_fri_c2_500_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828819879700559;train;0.294659168333333;8;25;366;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808820337301216;test;0.294659168333333;8;25;366;5;5;350;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165477269684392;train;1.49257335333333;8;255;526;4;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353066872074016;test;1.49257335333333;8;255;526;4;9;175;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830146479771755;train;0.77635845165;3;72;150;13;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802527449323868;test;0.77635845165;3;72;150;13;50;700;continuous
613_fri_c3_250_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.767826606337512;train;0.181804218333333;5;25;240;4;5;175;continuous
613_fri_c3_250_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866221469685422;test;0.181804218333333;5;25;240;4;5;175;continuous
656_fri_c1_100_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301005983590687;train;1.251150745;6;220;452;4;5;70;continuous
656_fri_c1_100_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.516693481843782;test;1.251150745;6;220;452;4;5;70;continuous
596_fri_c2_250_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242977903935513;train;1.361243695;8;260;536;5;5;175;continuous
596_fri_c2_250_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412495482167033;test;1.361243695;8;260;536;5;5;175;continuous
titanic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847980861244019;train;2.61455386333333;10;300;620;7;7;1545;binomial
titanic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827996763379956;test;2.61455386333333;10;300;620;7;7;1545;binomial
592_fri_c4_1000_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850366122923609;train;1.298662215;5;200;410;20;25;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845122258534614;test;1.298662215;5;200;410;20;25;700;continuous
225_puma8NH;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739132495750026;train;0.611452865;3;16;112;2;8;5735;continuous
225_puma8NH;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.771344912657678;test;0.611452865;3;16;112;2;8;5735;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389729190644252;train;2.69405464166667;14;357;742;6;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.576676699873519;test;2.69405464166667;14;357;742;6;10;175;continuous
heart_h;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915334612105712;train;0.660205911666667;10;48;460;4;12;206;binomial
heart_h;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891578947368421;test;0.660205911666667;10;48;460;4;12;206;binomial
588_fri_c4_1000_100;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834526050771511;train;3.34622834666667;12;188;528;10;99;700;continuous
588_fri_c4_1000_100;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846809274308652;test;3.34622834666667;12;188;528;10;99;700;continuous
credit_a;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126103115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940155647430775;train;0.65905969;9;56;418;10;14;483;binomial
credit_a;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126103115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903980381060177;test;0.65905969;9;56;418;10;14;483;binomial
663_rabe_266;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.12741887079548;train;0.10203167;3;4;32;2;2;84;continuous
663_rabe_266;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0959839264887765;test;0.10203167;3;4;32;2;2;84;continuous
cloud;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949164801790281;train;0.715848086666667;3;160;326;1;5;76;multinomial
cloud;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.458664021164021;test;0.715848086666667;3;160;326;1;5;76;multinomial
diabetes;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125180410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816662912067283;train;0.842819088333333;5;200;410;3;8;538;binomial
diabetes;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125180410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857032258064516;test;0.842819088333333;5;200;410;3;8;538;binomial
sleep;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126102756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892500978045522;train;2.26050814833333;3;13;82;13;13;74136;multinomial
sleep;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126102756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897388270162556;test;2.26050814833333;3;13;82;13;13;74136;multinomial
651_fri_c0_100_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457137891082629;train;0.710524636666667;3;160;326;22;25;70;continuous
651_fri_c0_100_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668088335070785;test;0.710524636666667;3;160;326;22;25;70;continuous
1096_FacultySalaries;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124191742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.304675886507107;train;0.655337956666667;3;160;326;1;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124191742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.577407033383221;test;0.655337956666667;3;160;326;1;2;35;continuous
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satimage;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976508262153801;test;3.65873510498333;3;160;326;24;24;4505;multinomial
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624_fri_c0_100_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499597345435452;test;0.977539475;5;200;410;5;5;70;continuous
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197_cpu_act;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182790309041584;train;0.201485523333333;3;76;176;16;16;5735;continuous
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592_fri_c4_1000_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837811855900852;test;1.22736398166667;7;50;314;5;25;700;continuous
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663_rabe_266;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.108982798078579;train;0.812923001666667;3;160;326;2;2;84;continuous
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609_fri_c0_1000_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124182435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485753833289097;train;0.23322463;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124182435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482794995385115;test;0.23322463;3;10;72;5;5;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812979131982545;train;1.01147143001667;3;160;326;8;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864108541895741;test;1.01147143001667;3;160;326;8;10;700;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124202847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916780272688038;train;15.7155712033333;9;264;546;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124202847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.918928692588878;test;15.7155712033333;9;264;546;9;9;81648;continuous
623_fri_c4_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811736895053389;train;0.33338697;7;50;334;5;10;700;continuous
623_fri_c4_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834795019624858;test;0.33338697;7;50;334;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832510086484366;train;1.055428755;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811898594331881;test;1.055428755;3;160;326;5;10;700;continuous
cleve;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94403521379806;train;1.851307085;10;13;236;12;13;213;binomial
cleve;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889822134387352;test;1.851307085;10;13;236;12;13;213;binomial
flags;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764239224604722;train;0.763762485;10;40;432;5;40;125;multinomial
flags;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666307519640853;test;0.763762485;10;40;432;5;40;125;multinomial
breast_cancer_wisconsin;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994593161940101;train;0.196862061666667;3;67;166;8;22;399;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995227832512315;test;0.196862061666667;3;67;166;8;22;399;binomial
heart_c;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930501244223249;train;0.599933671666667;3;160;326;11;13;213;binomial
heart_c;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895968143354903;test;0.599933671666667;3;160;326;11;13;213;binomial
594_fri_c2_100_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842309492925177;train;0.352376226666667;6;10;136;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.13319634818513;test;0.352376226666667;6;10;136;2;5;70;continuous
heart_h;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923913043478261;train;2.24029901666667;12;12;288;8;12;206;binomial
heart_h;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881578947368421;test;2.24029901666667;12;12;288;8;12;206;binomial
dermatology;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999969474969475;train;1.011600385;3;160;326;22;25;257;multinomial
dermatology;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998142414860681;test;1.011600385;3;160;326;22;25;257;multinomial
618_fri_c3_1000_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822714903559282;train;0.914947003333333;3;72;150;19;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854836553821108;test;0.914947003333333;3;72;150;19;50;700;continuous
allrep;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943430913670529;train;0.784908685;10;25;416;4;25;2641;multinomial
allrep;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928499607951663;test;0.784908685;10;25;416;4;25;2641;multinomial
227_cpu_small;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124161110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.196334082551276;train;3.641253335;12;276;576;10;12;5735;continuous
227_cpu_small;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124161110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.175214928900948;test;3.641253335;12;276;576;10;12;5735;continuous
hypothyroid;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950901515362416;train;9.66896998;11;20;388;10;20;2215;binomial
hypothyroid;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925745159020227;test;9.66896998;11;20;388;10;20;2215;binomial
analcatdata_authorship;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99999360842665;train;1.01147860166667;3;160;326;70;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999865156418555;test;1.01147860166667;3;160;326;70;70;589;multinomial
nikuradse_1;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0348720598836877;train;1.34217607833333;8;260;536;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0546908506306895;test;1.34217607833333;8;260;536;2;2;254;continuous
706_sleuth_case1202;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.572685434231246;train;0.667166538333333;3;160;326;2;6;66;continuous
706_sleuth_case1202;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.686031053195146;test;0.667166538333333;3;160;326;2;6;66;continuous
yeast;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88464782095611;train;6.12213442331667;7;8;120;8;8;1036;multinomial
yeast;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879212523474701;test;6.12213442331667;7;8;120;8;8;1036;multinomial
german;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821837302814723;train;4.088863115;12;20;402;19;20;700;binomial
german;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.771976843910806;test;4.088863115;12;20;402;19;20;700;binomial
634_fri_c2_100_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777457432719412;train;0.820529171666667;3;160;326;4;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894978520414658;test;0.820529171666667;3;160;326;4;9;70;continuous
movement_libras;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997264075220732;train;1.342810835;10;22;418;12;22;252;multinomial
movement_libras;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946048539124645;test;1.342810835;10;22;418;12;22;252;multinomial
651_fri_c0_100_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.521461752058445;train;2.64698045333333;20;396;832;20;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.549553017959613;test;2.64698045333333;20;396;832;20;25;70;continuous
prnn_fglass;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994982608427987;train;1.60576422166667;10;300;620;9;9;144;multinomial
prnn_fglass;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961460317460318;test;1.60576422166667;10;300;620;9;9;144;multinomial
582_fri_c1_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825524400538435;train;2.47020249333333;7;50;318;3;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856229314579346;test;2.47020249333333;7;50;318;3;25;350;continuous
prnn_crabs;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0910262433333333;3;12;94;2;3;140;binomial
prnn_crabs;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995428571428571;test;0.0910262433333333;3;12;94;2;3;140;binomial
haberman;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.730795454545455;train;0.683930716666667;3;160;326;3;3;215;binomial
haberman;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.663313609467456;test;0.683930716666667;3;160;326;3;3;215;binomial
604_fri_c4_500_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8625229627163;train;0.234517220016667;5;50;250;4;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830877689672468;test;0.234517220016667;5;50;250;4;10;350;continuous
agaricus_lepiota;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999472283550932;train;1.44246099166667;3;160;326;13;20;5702;binomial
agaricus_lepiota;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999323486300598;test;1.44246099166667;3;160;326;13;20;5702;binomial
analcatdata_aids;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8125;train;0.0673619633333333;6;3;42;2;3;35;binomial
analcatdata_aids;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759259259259259;test;0.0673619633333333;6;3;42;2;3;35;binomial
542_pollution;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455028895076547;train;1.016311995;9;22;326;11;11;42;continuous
542_pollution;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.723455935188058;test;1.016311995;9;22;326;11;11;42;continuous
666_rmftsa_ladata;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.565118031881922;train;0.645039788333333;9;50;418;1;10;356;continuous
666_rmftsa_ladata;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.644304024226329;test;0.645039788333333;9;50;418;1;10;356;continuous
vehicle;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947110908252759;train;3.875923495;6;13;142;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93573548247703;test;3.875923495;6;13;142;13;13;593;multinomial
207_autoPrice;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.349965130414131;train;0.606144068316667;3;160;326;7;10;112;continuous
207_autoPrice;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.411979609391207;test;0.606144068316667;3;160;326;7;10;112;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.880422440366754;train;47.50779373;1;120;242;5;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.883944675019008;test;47.50779373;1;120;242;5;9;81648;continuous
ionosphere;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958190883190883;train;4.381705975;12;32;478;29;32;246;binomial
ionosphere;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857085346215781;test;4.381705975;12;32;478;29;32;246;binomial
537_houses;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.505553585333482;train;11.96597656;5;200;410;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532757009986174;test;11.96597656;5;200;410;5;5;14448;continuous
vehicle;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916869582053295;train;0.224344645;9;13;202;12;13;593;multinomial
vehicle;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914631736548252;test;0.224344645;9;13;202;12;13;593;multinomial
537_houses;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461816071827711;train;29.9364930200167;20;369;778;5;5;14448;continuous
537_houses;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527110277332422;test;29.9364930200167;20;369;778;5;5;14448;continuous
574_house_16H;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393395239132214;train;32.2454057016667;9;280;578;12;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415401747713384;test;32.2454057016667;9;280;578;12;15;15949;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125103041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79484733763763;train;0.893913095;3;160;326;10;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125103041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819712901521445;test;0.893913095;3;160;326;10;24;350;continuous
contraceptive;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.718220346654115;train;0.0833705816666667;3;9;62;9;9;1032;multinomial
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616_fri_c4_500_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818117932404654;train;0.418185079983333;6;150;312;6;50;350;continuous
616_fri_c4_500_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834000930673938;test;0.418185079983333;6;150;312;6;50;350;continuous
analcatdata_asbestos;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91705069124424;train;1.139761705;7;240;494;3;3;59;binomial
analcatdata_asbestos;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855555555555556;test;1.139761705;7;240;494;3;3;59;binomial
allhyper;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9771483077601;train;6.85925171833333;20;484;1008;20;25;2640;multinomial
allhyper;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955341898808323;test;6.85925171833333;20;484;1008;20;25;2640;multinomial
624_fri_c0_100_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298227935560995;train;2.00461746666667;13;340;706;5;5;70;continuous
624_fri_c0_100_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.558077037149771;test;2.00461746666667;13;340;706;5;5;70;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.718689837866579;train;1.41308666833333;6;18;228;7;9;12248;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704009150777392;test;1.41308666833333;6;18;228;7;9;12248;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496162068571733;train;1.45210442833333;8;260;536;5;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.705160721457177;test;1.45210442833333;8;260;536;5;5;44;continuous
breast;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990094696969697;train;0.699345356666667;3;160;326;8;9;490;binomial
breast;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984278549382716;test;0.699345356666667;3;160;326;8;9;490;binomial
604_fri_c4_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836891482932284;train;0.320919981666667;6;50;292;10;10;350;continuous
604_fri_c4_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866881567153313;test;0.320919981666667;6;50;292;10;10;350;continuous
690_visualizing_galaxy;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278916043322943;train;0.777459658333333;5;184;378;3;3;227;continuous
690_visualizing_galaxy;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.301427489546102;test;0.777459658333333;5;184;378;3;3;227;continuous
519_vinnie;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481279209931823;train;0.125831131666667;3;4;32;1;2;266;continuous
519_vinnie;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465762330685318;test;0.125831131666667;3;4;32;1;2;266;continuous
pendigits;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996822196354506;train;8.88286861;3;160;326;16;16;7695;multinomial
pendigits;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996849194424947;test;8.88286861;3;160;326;16;16;7695;multinomial
594_fri_c2_100_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.503792011994787;train;0.582870756666667;3;160;326;2;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.722440151092099;test;0.582870756666667;3;160;326;2;4;70;continuous
credit_a;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945175971927874;train;3.73113695333333;14;14;342;13;14;483;binomial
credit_a;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903320128277683;test;3.73113695333333;14;14;342;13;14;483;binomial
201_pol;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.727123050045817;train;0.220702755;3;85;176;23;26;10500;continuous
201_pol;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.732716077487389;test;0.220702755;3;85;176;23;26;10500;continuous
waveform_40;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967587903561829;train;2.22558833166667;6;204;420;34;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971617824700812;test;2.22558833166667;6;204;420;34;40;3500;multinomial
fars;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126095445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889429457273936;train;16.5062866816667;6;21;240;11;21;70678;multinomial
fars;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126095445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870357410600417;test;16.5062866816667;6;21;240;11;21;70678;multinomial
Hill_Valley_without_noise;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.510678517498668;train;0.728479408333333;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.497495142093758;test;0.728479408333333;3;160;326;1;1;849;binomial
712_chscase_geyser1;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49507313223968;train;0.595988013333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.47967420882227;test;0.595988013333333;3;160;326;1;2;156;continuous
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breast_w;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125152933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967532467532468;test;0.392563256666667;6;36;274;7;9;490;binomial
609_fri_c0_1000_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482693372580235;train;1.892982825;9;216;450;4;5;700;continuous
609_fri_c0_1000_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486338184287515;test;1.892982825;9;216;450;4;5;700;continuous
movement_libras;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999940843621399;train;3.20384531;11;320;662;21;21;252;multinomial
movement_libras;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957727117301947;test;3.20384531;11;320;662;21;21;252;multinomial
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125120845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.711503143854189;train;2.99803422166667;8;228;472;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125120845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.708327721659936;test;2.99803422166667;8;228;472;8;9;12248;continuous
backache;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979545454545454;train;1.22026040833333;5;200;410;7;31;126;binomial
backache;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.525925925925926;test;1.22026040833333;5;200;410;7;31;126;binomial
626_fri_c2_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124182507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240466811131925;train;4.96798896333333;14;380;788;7;50;350;continuous
626_fri_c2_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124182507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384566615816627;test;4.96798896333333;14;380;788;7;50;350;continuous
penguins;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998439750726336;train;0.737830685;3;160;326;5;7;241;multinomial
penguins;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998780487804878;test;0.737830685;3;160;326;5;7;241;multinomial
627_fri_c2_500_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821095821875914;train;0.904628301666667;6;20;254;10;10;350;continuous
627_fri_c2_500_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857285218194547;test;0.904628301666667;6;20;254;10;10;350;continuous
201_pol;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459452320687921;train;4.14532234335;8;244;504;23;26;10500;continuous
201_pol;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457071946849554;test;4.14532234335;8;244;504;23;26;10500;continuous
564_fried;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125194846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487024628712346;train;0.36827034;6;50;292;6;10;28538;continuous
564_fried;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125194846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490126059130092;test;0.36827034;6;50;292;6;10;28538;continuous
bupa;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737675213675214;train;1.44621532333333;6;220;452;5;5;242;binomial
bupa;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.544306184012066;test;1.44621532333333;6;220;452;5;5;242;binomial
cloud;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965597701531205;train;0.567905788333333;3;160;326;1;6;76;multinomial
cloud;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.704805996472663;test;0.567905788333333;3;160;326;1;6;76;multinomial
australian;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124191958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939503763590744;train;0.546740916666667;9;52;418;10;13;483;binomial
australian;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124191958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872935435435436;test;0.546740916666667;9;52;418;10;13;483;binomial
573_cpu_act;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324340414576204;train;0.586103066666667;9;80;428;3;16;5735;continuous
573_cpu_act;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336893740382866;test;0.586103066666667;9;80;428;3;16;5735;continuous
allrep;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950648148148148;train;0.748752396666667;6;24;256;10;24;2641;multinomial
allrep;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937669974448492;test;0.748752396666667;6;24;256;10;24;2641;multinomial
606_fri_c2_1000_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805732722396181;train;1.85311541333333;9;280;578;10;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806514472342981;test;1.85311541333333;9;280;578;10;10;700;continuous
waveform_40;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125154911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97007817996398;train;0.630043903316667;8;40;346;28;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125154911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970966351609378;test;0.630043903316667;8;40;346;28;40;3500;multinomial
666_rmftsa_ladata;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524526073056088;train;0.493641956666667;3;20;130;7;10;356;continuous
666_rmftsa_ladata;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.568135735787679;test;0.493641956666667;3;20;130;7;10;356;continuous
218_house_8L;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380532743662422;train;13.4027608533333;3;160;326;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391398542444272;test;13.4027608533333;3;160;326;8;8;15949;continuous
analcatdata_happiness;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911416361416361;train;0.0710204533333333;7;3;48;3;3;42;multinomial
analcatdata_happiness;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.561904761904762;test;0.0710204533333333;7;3;48;3;3;42;multinomial
buggyCrx;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923466570018294;train;0.176703251666667;3;49;166;7;13;483;binomial
buggyCrx;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914030858244937;test;0.176703251666667;3;49;166;7;13;483;binomial
613_fri_c3_250_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827778463939542;train;1.72428951833333;6;220;452;4;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91679343765273;test;1.72428951833333;6;220;452;4;4;175;continuous
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886143931256713;train;0.941788788333333;16;28;708;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708333333333333;test;0.941788788333333;16;28;708;2;7;68;binomial
597_fri_c2_500_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811365922631117;train;1.480474135;5;200;410;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823062119406313;test;1.480474135;5;200;410;5;5;350;continuous
letter;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992470093557811;train;23.9909186;14;325;678;16;16;14000;multinomial
letter;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988664273204058;test;23.9909186;14;325;678;16;16;14000;multinomial
573_cpu_act;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.289957887935789;train;2.965401655;16;316;664;5;17;5735;continuous
573_cpu_act;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287480602582415;test;2.965401655;16;316;664;5;17;5735;continuous
624_fri_c0_100_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484383949371174;train;1.25887270668333;5;200;410;5;5;70;continuous
624_fri_c0_100_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.590201971587205;test;1.25887270668333;5;200;410;5;5;70;continuous
optdigits;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999561722401789;train;6.25447244166667;3;160;326;48;60;3934;multinomial
optdigits;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998408532074024;test;6.25447244166667;3;160;326;48;60;3934;multinomial
1595_poker;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816164724676068;train;32.229267435;3;20;104;8;10;717507;continuous
1595_poker;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815051255806644;test;32.229267435;3;20;104;8;10;717507;continuous
analcatdata_authorship;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999779408070624;train;1.13651028833333;3;160;326;19;70;589;multinomial
analcatdata_authorship;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998087609452544;test;1.13651028833333;3;160;326;19;70;589;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125120209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985532799457456;train;4.95771607833333;5;200;410;31;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125120209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9790797534243;test;4.95771607833333;5;200;410;31;32;1400;multinomial
579_fri_c0_250_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483708893743323;train;0.239735835;3;10;72;5;5;175;continuous
579_fri_c0_250_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.497394989801132;test;0.239735835;3;10;72;5;5;175;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853965156747004;train;0.849101315016667;3;160;326;3;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842262023237376;test;0.849101315016667;3;160;326;3;5;700;continuous
prnn_synth;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938169934640523;train;0.643027623333333;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922142857142857;test;0.643027623333333;3;160;326;2;2;175;binomial
210_cloud;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.289802060129922;train;0.389295768333333;8;25;366;3;5;76;continuous
210_cloud;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292676088841698;test;0.389295768333333;8;25;366;3;5;76;continuous
cleveland;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903710069444444;train;2.304264515;10;300;620;2;13;213;multinomial
cleveland;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.675334321475626;test;2.304264515;10;300;620;2;13;213;multinomial
ecoli;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977426455024437;train;0.03972658;3;5;36;4;5;229;multinomial
ecoli;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9704681389464;test;0.03972658;3;5;36;4;5;229;multinomial
Hill_Valley_without_noise;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52730199256258;train;0.037568405;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.462968607131972;test;0.037568405;3;4;32;1;1;849;binomial
659_sleuth_ex1714;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45782480489252;train;0.153161626666667;7;4;64;2;2;33;continuous
659_sleuth_ex1714;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.559625401724618;test;0.153161626666667;7;4;64;2;2;33;continuous
201_pol;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.696976656133689;train;1.61155132833333;3;160;326;26;26;10500;continuous
201_pol;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.723021715024347;test;1.61155132833333;3;160;326;26;26;10500;continuous
596_fri_c2_250_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784421149650621;train;0.162270063333333;5;25;240;5;5;175;continuous
596_fri_c2_250_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873686918854585;test;0.162270063333333;5;25;240;5;5;175;continuous
segmentation;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997041836616973;train;15.2532806083333;3;14;92;6;14;1617;multinomial
segmentation;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996638094246986;test;15.2532806083333;3;14;92;6;14;1617;multinomial
591_fri_c1_100_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799193841875793;train;0.160805643333333;3;50;176;4;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.924588527625719;test;0.160805643333333;3;50;176;4;10;70;continuous
tae;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.539778775396862;train;0.04864016;3;5;38;1;5;106;multinomial
tae;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.408187134502924;test;0.04864016;3;5;38;1;5;106;multinomial
527_analcatdata_election2000;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.234074625295906;train;0.184435096666667;6;15;198;1;3;47;continuous
527_analcatdata_election2000;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.237592779606036;test;0.184435096666667;6;15;198;1;3;47;continuous
haberman;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124190713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.727727272727273;train;0.24428635;8;12;202;1;3;215;binomial
haberman;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124190713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.667751479289941;test;0.24428635;8;12;202;1;3;215;binomial
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278357388554832;train;1.20096116166667;3;160;326;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.208358558815885;test;1.20096116166667;3;160;326;3;3;333;continuous
breast;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98884645347622;train;0.713936641666667;3;160;326;10;10;490;binomial
breast;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998175532936432;test;0.713936641666667;3;160;326;10;10;490;binomial
hepatitis;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916666666666667;train;1.220909395;7;240;494;15;18;109;binomial
hepatitis;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714285714285714;test;1.220909395;7;240;494;15;18;109;binomial
695_chatfield_4;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.34914439523456;train;0.15453955;3;50;166;2;10;165;continuous
695_chatfield_4;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.33662375290605;test;0.15453955;3;50;166;2;10;165;continuous
irish;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888185793798039;train;0.180210618333333;5;16;150;3;4;350;binomial
irish;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877779770444763;test;0.180210618333333;5;16;150;3;4;350;binomial
1096_FacultySalaries;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.358221970970305;train;0.623235271666667;3;160;326;2;2;35;continuous
1096_FacultySalaries;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436096530822623;test;0.623235271666667;3;160;326;2;2;35;continuous
analcatdata_aids;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868421052631579;train;0.235698081666667;10;12;240;3;3;35;binomial
analcatdata_aids;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740740740740741;test;0.235698081666667;10;12;240;3;3;35;binomial
561_cpu;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.150886822412768;train;0.620939563333333;3;160;326;7;7;147;continuous
561_cpu;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.214283000499016;test;0.620939563333333;3;160;326;7;7;147;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829283354765061;train;0.97535611165;3;160;326;8;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816225001709142;test;0.97535611165;3;160;326;8;10;700;continuous
wdbc;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994086937992755;train;0.661884978333333;3;160;326;14;22;399;binomial
wdbc;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994545454545455;test;0.661884978333333;3;160;326;14;22;399;binomial
633_fri_c0_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124163744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471282182918094;train;1.20697104;8;50;360;18;25;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124163744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.576130115981854;test;1.20697104;8;50;360;18;25;350;continuous
547_no2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422424287490068;train;1.52188514;10;277;574;6;7;350;continuous
547_no2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.667167175599917;test;1.52188514;10;277;574;6;7;350;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.580095148722331;train;3.32598001;20;500;1040;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.97499846231816;test;3.32598001;20;500;1040;3;3;78;continuous
movement_libras;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99054259870884;train;2.89268913666667;7;240;494;19;22;252;multinomial
movement_libras;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96222527960198;test;2.89268913666667;7;240;494;19;22;252;multinomial
cmc;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.745107386399847;train;0.160924278333333;6;9;116;9;9;1032;multinomial
cmc;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.704890580941001;test;0.160924278333333;6;9;116;9;9;1032;multinomial
twonorm;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997987597914341;train;2.93978149166667;3;20;106;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997861164841284;test;2.93978149166667;3;20;106;20;20;5180;binomial
606_fri_c2_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796151712181985;train;3.14368971;12;20;494;9;10;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807246124890145;test;3.14368971;12;20;494;9;10;700;continuous
waveform_21;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969441680439541;train;7.20910473166667;3;21;116;19;21;3500;multinomial
waveform_21;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967654525574082;test;7.20910473166667;3;21;116;19;21;3500;multinomial
653_fri_c0_250_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124190436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455505074464114;train;2.27466767833333;10;50;444;23;25;175;continuous
653_fri_c0_250_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124190436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.519532451055964;test;2.27466767833333;10;50;444;23;25;175;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817430354348415;train;2.29613814;11;20;450;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840378676959979;test;2.29613814;11;20;450;10;10;700;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850686009999858;train;0.184152534983333;3;90;186;8;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888255031777486;test;0.184152534983333;3;90;186;8;25;350;continuous
594_fri_c2_100_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125145801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809735733826757;train;0.12453061;3;25;166;5;5;70;continuous
594_fri_c2_100_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125145801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.980151196078842;test;0.12453061;3;25;166;5;5;70;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794373114409582;train;0.868867255;3;50;150;9;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.877701691813499;test;0.868867255;3;50;150;9;25;350;continuous
195_auto_price;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438735382178693;train;1.76843766833333;10;300;620;2;10;112;continuous
195_auto_price;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.376779386518891;test;1.76843766833333;10;300;620;2;10;112;continuous
cars;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125131832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999818445896877;train;0.658971921666667;3;160;326;1;7;275;multinomial
cars;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125131832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.658971921666667;3;160;326;1;7;275;multinomial
prnn_crabs;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995495495495495;train;0.7226033;5;184;378;3;3;140;binomial
prnn_crabs;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.7226033;5;184;378;3;3;140;binomial
225_puma8NH;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754140366675327;train;1.23480093833333;7;16;240;2;8;5735;continuous
225_puma8NH;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.744828485575675;test;1.23480093833333;7;16;240;2;8;5735;continuous
breast_cancer;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76081560283688;train;2.21885798;11;320;662;9;9;201;binomial
breast_cancer;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.723333333333333;test;2.21885798;11;320;662;9;9;201;binomial
519_vinnie;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476691497051015;train;1.11283932333333;7;240;494;1;2;266;continuous
519_vinnie;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507539285966137;test;1.11283932333333;7;240;494;1;2;266;continuous
591_fri_c1_100_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368842674276576;train;0.628418731666667;3;160;326;1;10;70;continuous
591_fri_c1_100_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.758629918890085;test;0.628418731666667;3;160;326;1;10;70;continuous
hepatitis;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884199134199134;train;1.86367963331667;20;340;720;9;19;109;binomial
hepatitis;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.768831168831169;test;1.86367963331667;20;340;720;9;19;109;binomial
687_sleuth_ex1605;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.603131427015032;train;0.319140831666667;9;25;342;4;5;44;continuous
687_sleuth_ex1605;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.698807544184075;test;0.319140831666667;9;25;342;4;5;44;continuous
542_pollution;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.571737801110863;train;2.49175641;11;320;662;3;10;42;continuous
542_pollution;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.75186332153256;test;2.49175641;11;320;662;3;10;42;continuous
clean2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999053881590776;train;6.60918815833333;7;240;494;13;109;4619;binomial
clean2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998813274989886;test;6.60918815833333;7;240;494;13;109;4619;binomial
haberman;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706989247311828;train;0.344661615;14;12;280;3;3;215;binomial
haberman;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.591374269005848;test;0.344661615;14;12;280;3;3;215;binomial
glass2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786670724284845;train;1.24864702;7;240;494;9;9;115;binomial
glass2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.634782608695652;test;1.24864702;7;240;494;9;9;115;binomial
581_fri_c3_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834440483259579;train;0.794391903333333;3;160;326;10;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.896831002738511;test;0.794391903333333;3;160;326;10;25;350;continuous
wdbc;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126105233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995396791213524;train;0.585358821666667;3;160;326;20;22;399;binomial
wdbc;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126105233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992629716981132;test;0.585358821666667;3;160;326;20;22;399;binomial
Hill_Valley_with_noise;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.546931187569367;train;0.710680898333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.513402343512841;test;0.710680898333333;3;160;326;1;1;849;binomial
503_wind;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448007185160098;train;4.74263366666667;9;28;398;14;14;4602;continuous
503_wind;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46145243128098;test;4.74263366666667;9;28;398;14;14;4602;continuous
allhypo;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846919472789116;train;5.01764692166667;14;300;628;19;25;2639;multinomial
allhypo;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835750303774513;test;5.01764692166667;14;300;628;19;25;2639;multinomial
analcatdata_asbestos;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824074074074074;train;0.084891;3;3;24;1;3;59;binomial
analcatdata_asbestos;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.760714285714286;test;0.084891;3;3;24;1;3;59;binomial
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817231535750385;train;0.1031907;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80286660758867;test;0.1031907;3;25;156;5;5;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18224556459749;train;3.428060655;8;260;536;7;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270391453990153;test;3.428060655;8;260;536;7;10;700;continuous
ann_thyroid;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98960282213142;train;33.5615703683333;5;21;204;3;21;5040;multinomial
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634_fri_c2_100_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825820042684043;train;0.516447263333333;9;45;428;1;9;70;continuous
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mfeat_morphological;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915666082441376;train;2.08180206;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915696099061229;test;2.08180206;3;160;326;2;2;1400;multinomial
659_sleuth_ex1714;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125204656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438095192007354;train;0.676631215;3;160;326;1;1;33;continuous
659_sleuth_ex1714;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125204656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.235404718893479;test;0.676631215;3;160;326;1;1;33;continuous
texture;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999967632834676;train;33.197114335;3;15;90;15;15;3850;multinomial
texture;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999812391328273;test;33.197114335;3;15;90;15;15;3850;multinomial
banana;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.566655869784313;train;4.18224583666667;18;460;956;1;2;3710;binomial
banana;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.574980793854033;test;4.18224583666667;18;460;956;1;2;3710;binomial
iris;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992901992901993;train;0.644153323333333;3;160;326;1;3;105;multinomial
iris;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993966817496229;test;0.644153323333333;3;160;326;1;3;105;multinomial
529_pollen;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445871327473059;train;0.0943464016666667;3;20;150;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451309831592735;test;0.0943464016666667;3;20;150;4;4;2694;continuous
573_cpu_act;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.151385461472264;train;7.13181384333333;3;160;326;16;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17525421424831;test;7.13181384333333;3;160;326;16;17;5735;continuous
503_wind;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469713820615764;train;1.76916186166667;7;208;430;13;14;4602;continuous
503_wind;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476135648565166;test;1.76916186166667;7;208;430;13;14;4602;continuous
prnn_synth;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125192036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95437908496732;train;0.0864451166666667;5;8;96;2;2;175;binomial
prnn_synth;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125192036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898571428571429;test;0.0864451166666667;5;8;96;2;2;175;binomial
663_rabe_266;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.351299262677624;train;0.822942051666667;3;160;326;2;2;84;continuous
663_rabe_266;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.261310476629921;test;0.822942051666667;3;160;326;2;2;84;continuous
666_rmftsa_ladata;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.553631302743972;train;3.47173678833333;14;20;558;3;10;356;continuous
666_rmftsa_ladata;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756560442898714;test;3.47173678833333;14;20;558;3;10;356;continuous
706_sleuth_case1202;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517738386633311;train;1.46499043166667;9;244;506;5;6;66;continuous
706_sleuth_case1202;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.640244385991661;test;1.46499043166667;9;244;506;5;6;66;continuous
cleveland;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.715579258350136;train;4.04242573666667;20;500;1040;13;13;213;multinomial
cleveland;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.61562802277088;test;4.04242573666667;20;500;1040;13;13;213;multinomial
621_fri_c0_100_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489393658800345;train;0.750174151666667;3;160;326;10;10;70;continuous
621_fri_c0_100_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43308723419819;test;0.750174151666667;3;160;326;10;10;70;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470158705509769;train;1.56416076333333;6;204;420;8;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511971184228344;test;1.56416076333333;6;204;420;8;10;700;continuous
clean1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.11013989;3;36;78;2;94;334;binomial
clean1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.11013989;3;36;78;2;94;334;binomial
197_cpu_act;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.272612933676999;train;3.56557362331667;16;313;658;3;16;5735;continuous
197_cpu_act;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.275180167085497;test;3.56557362331667;16;313;658;3;16;5735;continuous
glass;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904636703166115;train;0.142957448333333;5;9;98;4;9;144;multinomial
glass;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865412698412698;test;0.142957448333333;5;9;98;4;9;144;multinomial
574_house_16H;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492743278050973;train;4.35776936166667;9;248;514;15;15;15949;continuous
574_house_16H;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485567653130848;test;4.35776936166667;9;248;514;15;15;15949;continuous
1191_BNG_pbc;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.793625470841191;train;474.287013561667;0;100;200;18;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.792961542106445;test;474.287013561667;0;100;200;18;18;700000;continuous
1595_poker;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125095051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816439163626936;train;7.85042265833333;0;8;16;1;10;717507;continuous
1595_poker;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125095051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815085245096324;test;7.85042265833333;0;8;16;1;10;717507;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268328753565085;train;3.22629853;10;297;614;20;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.550963927602201;test;3.22629853;10;297;614;20;25;350;continuous
heart_h;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948152622571227;train;2.14275531166667;13;12;320;9;12;206;binomial
heart_h;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912331969608416;test;2.14275531166667;13;12;320;9;12;206;binomial
allhypo;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814924491501811;train;38.484319895;6;25;244;21;25;2639;multinomial
allhypo;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836114117364117;test;38.484319895;6;25;244;21;25;2639;multinomial
mfeat_karhunen;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998494582285616;train;0.627349176666667;3;51;138;16;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991976471907598;test;0.627349176666667;3;51;138;16;64;1400;multinomial
505_tecator;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0754515850273001;train;0.650110028333333;3;160;326;16;19;168;continuous
505_tecator;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.123186515690941;test;0.650110028333333;3;160;326;16;19;168;continuous
mfeat_karhunen;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.856138531666667;5;61;222;46;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980701864543356;test;0.856138531666667;5;61;222;46;64;1400;multinomial
603_fri_c0_250_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423282990092734;train;1.06507870333333;20;235;548;19;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.581059427903571;test;1.06507870333333;20;235;548;19;50;175;continuous
Hill_Valley_without_noise;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747381544749761;train;3.99609889833333;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.493718592964824;test;3.99609889833333;20;500;1040;1;1;849;binomial
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pendigits;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99685623272816;test;1.22485171;5;16;140;14;16;7695;multinomial
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210_cloud;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125152135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210931828468549;train;1.29999450166667;6;220;452;4;5;76;continuous
210_cloud;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125152135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396474018209627;test;1.29999450166667;6;220;452;4;5;76;continuous
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615_fri_c4_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227177622541975;train;2.28301392;16;420;872;3;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.408599614642743;test;2.28301392;16;420;872;3;10;175;continuous
allrep;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940123093681917;train;3.72907073666667;20;276;592;6;24;2641;multinomial
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505_tecator;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0642456644504397;train;0.666846106666667;3;160;326;2;19;168;continuous
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663_rabe_266;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.124026029970751;test;0.06005759665;3;4;32;2;2;84;continuous
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627_fri_c2_500_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822902869462017;train;1.02420836833333;5;20;210;8;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82518061635008;test;1.02420836833333;5;20;210;8;10;350;continuous
wine_recognition;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.581978925;3;160;326;10;13;125;multinomial
wine_recognition;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99890350877193;test;0.581978925;3;160;326;10;13;125;multinomial
631_fri_c1_500_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826536509978966;train;2.09938439333333;7;235;484;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864069261981059;test;2.09938439333333;7;235;484;5;5;350;continuous
analcatdata_creditscore;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.185178705;3;6;46;2;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995215311004785;test;0.185178705;3;6;46;2;6;70;binomial
659_sleuth_ex1714;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.374400449668938;train;0.601444588333333;3;160;326;1;1;33;continuous
659_sleuth_ex1714;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43343516725486;test;0.601444588333333;3;160;326;1;1;33;continuous
pima;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834879717232658;train;0.678998181666667;10;32;452;8;8;538;binomial
pima;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855580412627393;test;0.678998181666667;10;32;452;8;8;538;binomial
shuttle;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853108089638554;train;30.9868550533333;3;160;326;6;8;40600;multinomial
shuttle;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823647804390887;test;30.9868550533333;3;160;326;6;8;40600;multinomial
294_satellite_image;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224610858528179;train;19.5236927316667;15;300;632;23;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305854492778845;test;19.5236927316667;15;300;632;23;26;4505;continuous
1030_ERA;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.726357675334434;train;0.58476209;3;160;326;4;4;700;continuous
1030_ERA;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794883731408209;test;0.58476209;3;160;326;4;4;700;continuous
analcatdata_bankruptcy;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977124183006536;train;0.476120823333333;3;160;326;2;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;test;0.476120823333333;3;160;326;2;3;35;binomial
225_puma8NH;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.724586596385839;train;1.44161001;3;160;326;5;8;5735;continuous
225_puma8NH;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7564357742514;test;1.44161001;3;160;326;5;8;5735;continuous
segmentation;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125183254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99672867221985;train;2.263599235;5;200;410;13;14;1617;multinomial
segmentation;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125183254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99676325731465;test;2.263599235;5;200;410;13;14;1617;multinomial
574_house_16H;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396233525518721;train;17.1348533916667;3;160;326;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402598566297105;test;17.1348533916667;3;160;326;15;15;15949;continuous
backache;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;1.59752032166667;7;31;306;29;31;126;binomial
backache;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;1.59752032166667;7;31;306;29;31;126;binomial
195_auto_price;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124211813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.407865340522377;train;1.57548855833333;11;20;458;3;10;112;continuous
195_auto_price;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124211813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.368644596947566;test;1.57548855833333;11;20;458;3;10;112;continuous
heart_c;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953702051739518;train;0.660692396666667;3;160;326;10;13;213;binomial
heart_c;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919841662543295;test;0.660692396666667;3;160;326;10;13;213;binomial
hypothyroid;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950539647383501;train;2.88822813166667;20;311;662;18;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935359116022099;test;2.88822813166667;20;311;662;18;20;2215;binomial
651_fri_c0_100_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348809878676486;train;1.50196631333333;18;125;816;22;25;70;continuous
651_fri_c0_100_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885223214377535;test;1.50196631333333;18;125;816;22;25;70;continuous
backache;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.26292917166667;20;124;888;31;31;126;binomial
backache;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.635416666666667;test;2.26292917166667;20;124;888;31;31;126;binomial
646_fri_c3_500_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206523008854251;train;3.05854948166667;18;401;838;4;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323755815460173;test;3.05854948166667;18;401;838;4;10;350;continuous
optdigits;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997792861806315;train;2.06738240833333;5;59;222;33;60;3934;multinomial
optdigits;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990480794079541;test;2.06738240833333;5;59;222;33;60;3934;multinomial
641_fri_c1_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126090013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838882376040852;train;1.37272457;5;200;410;10;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126090013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835751289604856;test;1.37272457;5;200;410;10;10;350;continuous
602_fri_c3_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820063668155536;train;2.48108047668333;13;18;484;5;9;175;continuous
602_fri_c3_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916175041989312;test;2.48108047668333;13;18;484;5;9;175;continuous
623_fri_c4_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227806268905949;train;1.37306846166667;6;220;452;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311291768190904;test;1.37306846166667;6;220;452;5;10;700;continuous
appendicitis;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894444444444445;train;0.165119346666667;5;4;46;4;4;75;binomial
appendicitis;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686666666666667;test;0.165119346666667;5;4;46;4;4;75;binomial
1191_BNG_pbc;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795167313455518;train;35.0330766033167;5;36;230;16;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796300172825216;test;35.0330766033167;5;36;230;16;18;700000;continuous
coil2000;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725520981184263;train;10.9421983716667;13;232;490;38;59;6876;binomial
coil2000;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697362930725054;test;10.9421983716667;13;232;490;38;59;6876;binomial
666_rmftsa_ladata;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528487436804128;train;0.759279573333333;3;160;326;10;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.575936896858208;test;0.759279573333333;3;160;326;10;10;356;continuous
687_sleuth_ex1605;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580438455965767;train;0.222823165;7;15;234;3;3;44;continuous
687_sleuth_ex1605;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818149384441872;test;0.222823165;7;15;234;3;3;44;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667604678958981;train;35.5048893366667;2;140;284;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667977687951234;test;35.5048893366667;2;140;284;10;10;700000;continuous
backache;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892924528301887;train;1.13465113166667;5;200;410;20;32;126;binomial
backache;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.628571428571429;test;1.13465113166667;5;200;410;20;32;126;binomial
magic;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84111908772865;train;4.30222298333333;7;9;126;8;9;13314;binomial
magic;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837039047577404;test;4.30222298333333;7;9;126;8;9;13314;binomial
glass2;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825468844525106;train;0.378773406666667;8;9;152;3;9;115;binomial
glass2;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638838475499093;test;0.378773406666667;8;9;152;3;9;115;binomial
auto;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853475245620555;train;0.82688951;3;160;326;16;20;142;multinomial
auto;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843310657596372;test;0.82688951;3;160;326;16;20;142;multinomial
653_fri_c0_250_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46698816087771;train;1.28211082666667;10;50;444;11;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510189749911198;test;1.28211082666667;10;50;444;11;25;175;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818686821016083;train;0.635423521666667;9;205;438;12;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.890032812581352;test;0.635423521666667;9;205;438;12;50;700;continuous
603_fri_c0_250_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467688873700915;train;0.785608433333333;3;72;150;50;50;175;continuous
603_fri_c0_250_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.575427303488995;test;0.785608433333333;3;72;150;50;50;175;continuous
churn;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8720753670779;train;0.869773141666667;11;60;502;8;15;3500;binomial
churn;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85428990857691;test;0.869773141666667;11;60;502;8;15;3500;binomial
mfeat_fourier;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997473167292162;train;3.69028142;7;240;494;28;76;1400;multinomial
mfeat_fourier;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974254230481386;test;3.69028142;7;240;494;28;76;1400;multinomial
breast_cancer_wisconsin;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981844685926319;train;0.913142155016667;5;200;410;7;22;399;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982296798029557;test;0.913142155016667;5;200;410;7;22;399;binomial
294_satellite_image;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45839440644842;train;2.06957670833333;8;212;440;24;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463096642072357;test;2.06957670833333;8;212;440;24;26;4505;continuous
605_fri_c2_250_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.737605903737917;train;0.79395190835;3;47;150;23;25;175;continuous
605_fri_c2_250_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828291677768858;test;0.79395190835;3;47;150;23;25;175;continuous
589_fri_c2_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806473609861783;train;2.8598221;10;50;440;8;25;700;continuous
589_fri_c2_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810342866131472;test;2.8598221;10;50;440;8;25;700;continuous
613_fri_c3_250_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201561781602184;train;2.41736729166667;12;340;704;4;5;175;continuous
613_fri_c3_250_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403003727372997;test;2.41736729166667;12;340;704;4;5;175;continuous
segmentation;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99774146269957;train;0.750406103333333;11;14;296;10;14;1617;multinomial
segmentation;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996558690136036;test;0.750406103333333;11;14;296;10;14;1617;multinomial
624_fri_c0_100_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477470640518886;train;0.226642481666667;3;10;76;5;5;70;continuous
624_fri_c0_100_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.573964459992272;test;0.226642481666667;3;10;76;5;5;70;continuous
allrep;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986831404102645;train;1.93851840333333;3;160;326;5;25;2641;multinomial
allrep;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963624832802915;test;1.93851840333333;3;160;326;5;25;2641;multinomial
analcatdata_japansolvent;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940476190476191;train;0.62056765;3;160;326;2;5;37;binomial
analcatdata_japansolvent;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925925925925926;test;0.62056765;3;160;326;2;5;37;binomial
712_chscase_geyser1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60961378527267;train;0.190878785;5;4;48;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503340381596377;test;0.190878785;5;4;48;2;2;156;continuous
backache;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67683226758485;train;2.40271096666667;13;328;682;7;31;126;binomial
backache;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.619791666666667;test;2.40271096666667;13;328;682;7;31;126;binomial
calendarDOW;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126110727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841529291995534;train;0.219199273333333;6;14;164;5;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126110727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765248733391925;test;0.219199273333333;6;14;164;5;14;280;multinomial
cloud;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.579682465871724;train;0.0624515383166667;3;6;44;2;6;76;multinomial
cloud;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.505776014109348;test;0.0624515383166667;3;6;44;2;6;76;multinomial
analcatdata_boxing2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74213691026827;train;0.507008688333333;20;12;402;1;3;93;binomial
analcatdata_boxing2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.508571428571429;test;0.507008688333333;20;12;402;1;3;93;binomial
mfeat_zernike;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988698709916877;train;31.9865750683333;3;33;136;33;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980965646645905;test;31.9865750683333;3;33;136;33;33;1400;multinomial
pima;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831782731515598;train;0.690967431666667;3;160;326;4;8;538;binomial
pima;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816128506197;test;0.690967431666667;3;160;326;4;8;538;binomial
vehicle;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945424911031048;train;1.67063080666667;6;204;420;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932618019328787;test;1.67063080666667;6;204;420;13;13;593;multinomial
647_fri_c1_250_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801021082441359;train;0.933969023333333;5;20;212;3;10;175;continuous
647_fri_c1_250_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.908385585757175;test;0.933969023333333;5;20;212;3;10;175;continuous
buggyCrx;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939618790646188;train;1.283530275;5;13;132;11;13;483;binomial
buggyCrx;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904459511077158;test;1.283530275;5;13;132;11;13;483;binomial
new_thyroid;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999296969227892;train;0.681087248333333;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.681087248333333;3;160;326;5;5;151;multinomial
653_fri_c0_250_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250632508166811;train;1.49629537666667;8;260;536;9;25;175;continuous
653_fri_c0_250_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.482309334307455;test;1.49629537666667;8;260;536;9;25;175;continuous
201_pol;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182216629002508;train;14.2295504783333;18;313;662;21;25;10500;continuous
201_pol;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203447824309489;test;14.2295504783333;18;313;662;21;25;10500;continuous
503_wind;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125194914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392758176296726;train;4.08612915666667;3;160;326;14;14;4602;continuous
503_wind;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125194914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457199147664758;test;4.08612915666667;3;160;326;14;14;4602;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176637342603109;train;2.13958164166667;13;323;672;5;5;700;continuous
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4544_GeographicalOriginalofMusic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.402286372616039;train;1.98324866831667;10;236;492;36;71;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.39854143585021;test;1.98324866831667;10;236;492;36;71;742;continuous
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637_fri_c1_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353771618785893;test;4.22880137;20;424;888;8;50;350;continuous
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601_fri_c1_250_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838538519541915;test;0.121596885;3;25;156;5;5;175;continuous
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616_fri_c4_500_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397616318178324;test;1.81943921498333;5;200;410;12;49;350;continuous
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641_fri_c1_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368108472458017;test;2.28697781166667;15;360;750;3;10;350;continuous
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628_fri_c3_1000_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85539011621675;train;1.254396815;5;200;410;4;5;700;continuous
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583_fri_c1_1000_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230823892124067;train;1.90206478665;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346338265369955;test;1.90206478665;3;160;326;5;50;700;continuous
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631_fri_c1_500_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858192496992369;train;0.557304623333333;7;10;152;5;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.752026603802782;test;0.557304623333333;7;10;152;5;5;350;continuous
562_cpu_small;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318748661863636;train;0.260080598333333;5;60;260;3;12;5735;continuous
562_cpu_small;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.319850118430598;test;0.260080598333333;5;60;260;3;12;5735;continuous
1096_FacultySalaries;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125144922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24953724228135;train;0.636560068333333;3;160;326;1;2;35;continuous
1096_FacultySalaries;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125144922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.893051030684555;test;0.636560068333333;3;160;326;1;2;35;continuous
satimage;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978788645535496;train;0.703425891683333;5;27;182;25;27;4505;multinomial
satimage;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977221191159438;test;0.703425891683333;5;27;182;25;27;4505;multinomial
analcatdata_bankruptcy;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976973684210526;train;0.224520165;6;6;80;5;6;35;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.224520165;6;6;80;5;6;35;binomial
207_autoPrice;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.370554915584511;train;0.610384228333333;10;50;470;2;10;112;continuous
207_autoPrice;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46180588282614;test;0.610384228333333;10;50;470;2;10;112;continuous
allbp;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996109579312362;train;6.56594283666667;14;380;788;4;25;2641;multinomial
allbp;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992056609106794;test;6.56594283666667;14;380;788;4;25;2641;multinomial
201_pol;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.729454646886424;train;2.70259155;6;220;452;21;26;10500;continuous
201_pol;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732989441500737;test;2.70259155;6;220;452;21;26;10500;continuous
shuttle;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.745671529859073;train;19.3790242549833;3;7;50;1;7;40600;multinomial
shuttle;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742473531473199;test;19.3790242549833;3;7;50;1;7;40600;multinomial
593_fri_c1_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807599154945557;train;1.223347765;6;20;254;10;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86116151592413;test;1.223347765;6;20;254;10;10;700;continuous
hypothyroid;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946492255960872;train;11.2031280566667;16;20;612;8;20;2215;binomial
hypothyroid;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952102902597952;test;11.2031280566667;16;20;612;8;20;2215;binomial
225_puma8NH;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506737648902672;train;2.78369461166667;3;160;326;2;8;5735;continuous
225_puma8NH;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.541263335008893;test;2.78369461166667;3;160;326;2;8;5735;continuous
505_tecator;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.106680936315952;train;1.01363895666667;3;160;326;15;18;168;continuous
505_tecator;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.118218285492055;test;1.01363895666667;3;160;326;15;18;168;continuous
1191_BNG_pbc;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8024013461133;train;39.2577885883333;1;120;242;18;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801505272228775;test;39.2577885883333;1;120;242;18;18;700000;continuous
biomed;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99838056680162;train;0.606735683333333;3;160;326;8;8;147;binomial
biomed;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979933110367893;test;0.606735683333333;3;160;326;8;8;147;binomial
mfeat_factors;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;32.3016777383333;3;66;138;120;130;1400;multinomial
mfeat_factors;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999404217309995;test;32.3016777383333;3;66;138;120;130;1400;multinomial
analcatdata_lawsuit;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126094203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992292870905588;train;1.10920079;3;160;326;2;4;185;binomial
analcatdata_lawsuit;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126094203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984126984126984;test;1.10920079;3;160;326;2;4;185;binomial
calendarDOW;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124202112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986318304677809;train;2.02806463666667;8;260;536;12;15;280;multinomial
calendarDOW;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124202112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88754843777171;test;2.02806463666667;8;260;536;12;15;280;multinomial
breast_w;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125184638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.306639973333333;5;32;242;7;8;490;binomial
breast_w;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125184638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9909484454939;test;0.306639973333333;5;32;242;7;8;490;binomial
633_fri_c0_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504138450693951;train;1.449176515;5;200;410;13;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535733107855581;test;1.449176515;5;200;410;13;25;350;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.667720097701914;train;0.64201797;3;160;326;1;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.657914254611336;test;0.64201797;3;160;326;1;6;103;continuous
vehicle;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942278434184099;train;0.0923877416666667;3;13;84;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93577612707724;test;0.0923877416666667;3;13;84;13;13;593;multinomial
iris;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9953125;train;0.0281961416666667;3;3;24;1;3;105;multinomial
iris;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985185185185185;test;0.0281961416666667;3;3;24;1;3;105;multinomial
penguins;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999937106918239;train;0.65127577;3;160;326;5;7;241;multinomial
penguins;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.65127577;3;160;326;5;7;241;multinomial
591_fri_c1_100_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125111012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38407031278036;train;1.30041077833333;6;220;452;1;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125111012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.79151238827944;test;1.30041077833333;6;220;452;1;10;70;continuous
breast_cancer;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73800429696825;train;1.22160083833333;10;9;188;4;9;201;binomial
breast_cancer;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.683181225554107;test;1.22160083833333;10;9;188;4;9;201;binomial
german;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836442100215776;train;3.45932536166667;8;20;308;17;20;700;binomial
german;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742599179206566;test;3.45932536166667;8;20;308;17;20;700;binomial
564_fried;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353314997661535;train;30.0137077616667;2;140;284;10;10;28538;continuous
564_fried;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361496144689821;test;30.0137077616667;2;140;284;10;10;28538;continuous
cmc;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125200000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.821653536043187;train;2.54546227665;6;220;452;9;9;1032;multinomial
cmc;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125200000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.743791297102333;test;2.54546227665;6;220;452;9;9;1032;multinomial
651_fri_c0_100_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.409364853456942;train;2.81090376333333;20;376;792;22;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.594941670965288;test;2.81090376333333;20;376;792;22;25;70;continuous
shuttle;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125202415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895726036036882;train;0.880045961666667;3;8;54;5;8;40600;multinomial
shuttle;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125202415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.800669342160736;test;0.880045961666667;3;8;54;5;8;40600;multinomial
spectf;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876671745386829;train;0.211443958333333;3;84;174;5;44;245;binomial
spectf;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791724137931035;test;0.211443958333333;3;84;174;5;44;245;binomial
593_fri_c1_1000_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26752063734772;train;0.825147363333333;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302331707913343;test;0.825147363333333;3;160;326;5;10;700;continuous
609_fri_c0_1000_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184641427990284;train;2.90154246;20;349;738;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368433901129737;test;2.90154246;20;349;738;5;5;700;continuous
581_fri_c3_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18244119055854;train;3.01031336666667;15;352;734;4;25;350;continuous
581_fri_c3_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375513442460187;test;3.01031336666667;15;352;734;4;25;350;continuous
heart_statlog;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937781278127813;train;1.45131145666667;9;13;244;11;13;189;binomial
heart_statlog;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913265306122449;test;1.45131145666667;9;13;244;11;13;189;binomial
582_fri_c1_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789041528551314;train;0.16962377;3;90;186;7;25;350;continuous
582_fri_c1_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865758044783752;test;0.16962377;3;90;186;7;25;350;continuous
tokyo1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982340788815833;train;0.203523401666667;3;77;166;17;21;672;binomial
tokyo1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979935705575878;test;0.203523401666667;3;77;166;17;21;672;binomial
mnist;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992715548717231;train;124.27774067;0;100;200;579;582;49000;multinomial
mnist;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992367874389733;test;124.27774067;0;100;200;579;582;49000;multinomial
1191_BNG_pbc;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818409654925902;train;31.8472341466667;1;120;242;10;18;700000;continuous
1191_BNG_pbc;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82044732405391;test;31.8472341466667;1;120;242;10;18;700000;continuous
654_fri_c0_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528160804876037;train;0.122673663333333;3;50;166;10;10;350;continuous
654_fri_c0_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.524985773860544;test;0.122673663333333;3;50;166;10;10;350;continuous
wine_quality_white;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126090141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638355891607838;train;1.59814173166667;3;11;64;1;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126090141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.593371905046182;test;1.59814173166667;3;11;64;1;11;3429;multinomial
ann_thyroid;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993834219097032;train;14.9530761616667;3;20;120;2;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994398422033763;test;14.9530761616667;3;20;120;2;20;5040;multinomial
599_fri_c2_1000_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822252446969702;train;0.994635403333333;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808961830831503;test;0.994635403333333;3;160;326;5;5;700;continuous
buggyCrx;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944216796942254;train;2.08908552666667;7;13;182;13;13;483;binomial
buggyCrx;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89437585733882;test;2.08908552666667;7;13;182;13;13;483;binomial
647_fri_c1_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76007072834355;train;1.31752664166667;8;20;330;10;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.911919502687393;test;1.31752664166667;8;20;330;10;10;175;continuous
segmentation;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997544713105656;train;8.41150432166667;3;14;86;10;14;1617;multinomial
segmentation;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996821201045178;test;8.41150432166667;3;14;86;10;14;1617;multinomial
522_pm10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854226218123539;train;1.437438;8;14;216;7;7;350;continuous
522_pm10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868165806974849;test;1.437438;8;14;216;7;7;350;continuous
colic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908439283860924;train;1.56216039833333;19;88;846;3;22;258;binomial
colic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843662464985994;test;1.56216039833333;19;88;846;3;22;258;binomial
594_fri_c2_100_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524269319900114;train;1.35269558666667;8;260;536;1;5;70;continuous
594_fri_c2_100_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.858999537740633;test;1.35269558666667;8;260;536;1;5;70;continuous
678_visualizing_environmental;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.721456986734363;train;0.271317431666667;5;6;72;3;3;78;continuous
678_visualizing_environmental;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790658295768134;test;0.271317431666667;5;6;72;3;3;78;continuous
dis;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794772555918573;train;2.02393647833333;20;100;880;21;25;2641;binomial
dis;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709338695263628;test;2.02393647833333;20;100;880;21;25;2641;binomial
hungarian;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901260504201681;train;0.413692678316667;7;48;334;3;12;206;binomial
hungarian;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904113247863248;test;0.413692678316667;7;48;334;3;12;206;binomial
banana;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.554728581365196;train;0.0838644716666667;3;8;62;2;2;3710;binomial
banana;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.533362177707859;test;0.0838644716666667;3;8;62;2;2;3710;binomial
clean2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999784244499126;train;5.96830820666667;3;160;326;105;105;4619;binomial
clean2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997321025755682;test;5.96830820666667;3;160;326;105;105;4619;binomial
503_wind;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368464874008306;train;28.9045604266667;16;404;840;13;14;4602;continuous
503_wind;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461513719020446;test;28.9045604266667;16;404;840;13;14;4602;continuous
magic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850586938556731;train;5.63079238666667;20;292;624;8;9;13314;binomial
magic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845611266878615;test;5.63079238666667;20;292;624;8;9;13314;binomial
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.674325156963393;train;5.174235585;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.689978295763128;test;5.174235585;3;160;326;9;9;12248;continuous
648_fri_c1_250_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.677733370392361;train;1.24494458666667;6;220;452;29;50;175;continuous
648_fri_c1_250_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893356837317985;test;1.24494458666667;6;220;452;29;50;175;continuous
breast;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99494398370435;train;0.889603018333333;3;160;326;6;9;490;binomial
breast;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995375236493588;test;0.889603018333333;3;160;326;6;9;490;binomial
allhypo;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856918329536162;train;32.5236861183333;9;24;366;16;24;2639;multinomial
allhypo;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793352766591967;test;32.5236861183333;9;24;366;16;24;2639;multinomial
cmc;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.733633161753451;train;0.336127684983333;13;9;238;8;9;1032;multinomial
cmc;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.730221264790879;test;0.336127684983333;13;9;238;8;9;1032;multinomial
confidence;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954444444444444;test;;-Inf;-Inf;;1;1;51;multinomial
analcatdata_aids;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845394736842105;train;2.340485915;14;380;788;3;3;35;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.518518518518519;test;2.340485915;14;380;788;3;3;35;binomial
cleveland;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949117519232904;train;3.94556589666667;20;500;1040;6;13;213;multinomial
cleveland;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.6170065913371;test;3.94556589666667;20;500;1040;6;13;213;multinomial
527_analcatdata_election2000;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.447173318556087;train;0.01928515665;3;2;16;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316811827466103;test;0.01928515665;3;2;16;1;1;47;continuous
503_wind;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469381108081728;train;2.24986134666667;11;224;470;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465374619344846;test;2.24986134666667;11;224;470;13;14;4602;continuous
594_fri_c2_100_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871160255398167;train;0.263024416666667;7;25;334;2;5;70;continuous
594_fri_c2_100_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.944220082185628;test;0.263024416666667;7;25;334;2;5;70;continuous
buggyCrx;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973468544471609;train;0.890233881666667;3;160;326;13;14;483;binomial
buggyCrx;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906329610033314;test;0.890233881666667;3;160;326;13;14;483;binomial
allhypo;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836682591629005;train;32.078016685;9;25;386;9;25;2639;multinomial
allhypo;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862427574152825;test;32.078016685;9;25;386;9;25;2639;multinomial
ecoli;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987887881684208;train;0.739375515;3;160;326;4;5;229;multinomial
ecoli;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971468829077525;test;0.739375515;3;160;326;4;5;229;multinomial
vehicle;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124204939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994230824943469;train;0.779559625;3;160;326;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124204939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937478176873435;test;0.779559625;3;160;326;13;13;593;multinomial
519_vinnie;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.494559224843987;train;0.935893288333333;3;160;326;2;2;266;continuous
519_vinnie;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441287996186274;test;0.935893288333333;3;160;326;2;2;266;continuous
Hill_Valley_with_noise;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.540779334695328;train;0.0371980333333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.524170976574384;test;0.0371980333333333;3;4;32;1;1;849;binomial
218_house_8L;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360253483358027;train;33.657837305;8;260;536;8;8;15949;continuous
218_house_8L;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365860299982103;test;33.657837305;8;260;536;8;8;15949;continuous
612_fri_c1_1000_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847697769318668;train;0.254983638333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841063109181433;test;0.254983638333333;3;10;72;5;5;700;continuous
appendicitis;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82728337236534;train;0.836989418333333;5;200;410;3;4;75;binomial
appendicitis;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901785714285714;test;0.836989418333333;5;200;410;3;4;75;binomial
churn;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867156987881334;train;1.50355993166667;17;60;754;9;15;3500;binomial
churn;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860070136581765;test;1.50355993166667;17;60;754;9;15;3500;binomial
611_fri_c3_100_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813189290621853;train;0.167677413333333;7;8;124;4;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.736650922000804;test;0.167677413333333;7;8;124;4;4;70;continuous
clean2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970327324548088;train;3.86814806666667;11;272;566;107;109;4619;binomial
clean2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964745267017767;test;3.86814806666667;11;272;566;107;109;4619;binomial
optdigits;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999726313779876;train;42.27255394165;2;46;96;56;60;3934;multinomial
optdigits;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998236776799559;test;42.27255394165;2;46;96;56;60;3934;multinomial
556_analcatdata_apnea2;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.228690464526425;train;0.17011997335;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.176760667335584;test;0.17011997335;3;6;48;3;3;333;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516189837023508;train;1.39340380666667;7;224;462;16;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.549717504544392;test;1.39340380666667;7;224;462;16;25;700;continuous
waveform_21;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966539858108271;train;0.347005593333333;6;21;214;18;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965306843785905;test;0.347005593333333;6;21;214;18;21;3500;multinomial
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216501957777637;train;2.48759126998333;5;200;410;9;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313545992081066;test;2.48759126998333;5;200;410;9;10;700;continuous
1030_ERA;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.729728794256294;train;0.352368385;7;8;124;4;4;700;continuous
1030_ERA;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791259746275945;test;0.352368385;7;8;124;4;4;700;continuous
ionosphere;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954898362507058;train;0.696809348333333;10;123;468;20;32;246;binomial
ionosphere;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837613918806959;test;0.696809348333333;10;123;468;20;32;246;binomial
dis;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996651738110471;train;5.52730055166667;20;500;1040;4;25;2641;binomial
dis;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862755143864251;test;5.52730055166667;20;500;1040;4;25;2641;binomial
magic;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854197691707226;train;0.612453501666667;7;36;284;8;9;13314;binomial
magic;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851555520161995;test;0.612453501666667;7;36;284;8;9;13314;binomial
646_fri_c3_500_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789278163007402;train;0.278051241666667;6;45;292;4;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846513595121037;test;0.278051241666667;6;45;292;4;9;350;continuous
backache;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854830005396654;train;4.10986731166667;20;500;1040;12;32;126;binomial
backache;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711956521739131;test;4.10986731166667;20;500;1040;12;32;126;binomial
594_fri_c2_100_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.968050110602985;train;0.274856371666667;4;10;96;0;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.98437822402666;test;0.274856371666667;4;10;96;0;5;70;continuous
561_cpu;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.100978489741649;train;0.508511008333333;10;35;460;7;7;147;continuous
561_cpu;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.263303691082701;test;0.508511008333333;10;35;460;7;7;147;continuous
spectf;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996360250550195;train;3.44899763666667;15;400;830;8;44;245;binomial
spectf;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819310344827586;test;3.44899763666667;15;400;830;8;44;245;binomial
584_fri_c4_500_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796826134447516;train;0.277592606666667;5;116;270;3;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825795800445908;test;0.277592606666667;5;116;270;3;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800489848991277;train;1.73205448833333;6;220;452;5;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814831067460569;test;1.73205448833333;6;220;452;5;24;350;continuous
579_fri_c0_250_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291434180603416;train;1.16670466501667;7;233;480;4;5;175;continuous
579_fri_c0_250_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.570736442241107;test;1.16670466501667;7;233;480;4;5;175;continuous
nikuradse_2;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835607207478229;train;0.03940113;3;2;16;0;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796933097457016;test;0.03940113;3;2;16;0;1;254;continuous
heart_c;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936876780626781;train;0.678283448333333;10;52;460;8;13;213;binomial
heart_c;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867063492063492;test;0.678283448333333;10;52;460;8;13;213;binomial
624_fri_c0_100_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499563911724343;train;1.016648245;3;160;326;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535834479678849;test;1.016648245;3;160;326;5;5;70;continuous
heart_statlog;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885301422442989;train;0.28462614;3;13;82;2;13;189;binomial
heart_statlog;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733416770963705;test;0.28462614;3;13;82;2;13;189;binomial
582_fri_c1_500_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819858753696027;train;0.899163638333333;12;125;564;6;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848133783826217;test;0.899163638333333;12;125;564;6;25;350;continuous
505_tecator;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0495162496355788;train;0.686343123333333;3;32;150;13;16;168;continuous
505_tecator;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0562585694265429;test;0.686343123333333;3;32;150;13;16;168;continuous
605_fri_c2_250_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.739194856515845;train;1.83790981666667;8;260;536;18;25;175;continuous
605_fri_c2_250_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817215767184806;test;1.83790981666667;8;260;536;18;25;175;continuous
credit_g;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808145491803279;train;4.44000136666667;12;20;446;12;20;700;binomial
credit_g;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.764794168096055;test;4.44000136666667;12;20;446;12;20;700;binomial
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.245146123124686;train;0.631625163333333;3;144;294;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508585394742816;test;0.631625163333333;3;144;294;0;3;333;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240682279524589;train;0.719857031666667;3;160;326;10;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389363696003211;test;0.719857031666667;3;160;326;10;10;175;continuous
heart_statlog;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938427643784787;train;1.30227724833333;7;240;494;7;13;189;binomial
heart_statlog;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847613219094247;test;1.30227724833333;7;240;494;7;13;189;binomial
607_fri_c4_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822730410458843;train;0.233191423333333;3;90;186;7;50;700;continuous
607_fri_c4_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858861679708636;test;0.233191423333333;3;90;186;7;50;700;continuous
analcatdata_aids;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868421052631579;train;0.307857846666667;8;12;188;3;3;35;binomial
analcatdata_aids;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740740740740741;test;0.307857846666667;8;12;188;3;3;35;binomial
207_autoPrice;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226841645207501;train;0.99206305665;5;200;410;6;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.407226895193977;test;0.99206305665;5;200;410;6;10;112;continuous
605_fri_c2_250_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.258464382667666;train;1.428536005;7;240;494;15;25;175;continuous
605_fri_c2_250_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593723344983422;test;1.428536005;7;240;494;15;25;175;continuous
heart_c;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955307760927743;train;0.677583518333333;3;160;326;13;13;213;binomial
heart_c;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911924789708065;test;0.677583518333333;3;160;326;13;13;213;binomial
560_bodyfat;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0338845650582428;train;0.544212663333333;3;160;326;1;13;177;continuous
560_bodyfat;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0326546187446917;test;0.544212663333333;3;160;326;1;13;177;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.339587483638549;train;1.043880415;3;144;294;0;3;333;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.332866816362989;test;1.043880415;3;144;294;0;3;333;continuous
598_fri_c0_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509975424528828;train;0.833201993333333;5;50;230;8;25;700;continuous
598_fri_c0_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502422347942898;test;0.833201993333333;5;50;230;8;25;700;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82230080368882;train;0.29709605;7;50;334;6;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823988422707824;test;0.29709605;7;50;334;6;10;350;continuous
saheart;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125194010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.790763469939671;train;1.00066252;11;9;206;8;9;324;binomial
saheart;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125194010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802389486260454;test;1.00066252;11;9;206;8;9;324;binomial
prnn_crabs;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124190658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998775260257195;train;0.69563052;3;160;326;3;3;140;binomial
prnn_crabs;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124190658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988876529477197;test;0.69563052;3;160;326;3;3;140;binomial
637_fri_c1_500_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872826132268389;train;0.531738243333333;11;180;394;5;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866882771860405;test;0.531738243333333;11;180;394;5;50;350;continuous
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618_fri_c3_1000_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858952082064502;test;1.67867676668333;7;240;494;16;50;700;continuous
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1096_FacultySalaries;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458981618749516;test;3.24279165833333;20;500;1040;1;2;35;continuous
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1199_BNG_echoMonths;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710000816820681;test;1.61877481666667;8;18;300;7;9;12248;continuous
optdigits;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999084720177412;train;43.16764734;3;56;138;41;61;3934;multinomial
optdigits;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998333436090227;test;43.16764734;3;56;138;41;61;3934;multinomial
656_fri_c1_100_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267012422383514;train;2.29130879333333;14;364;756;5;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.628023708880594;test;2.29130879333333;14;364;756;5;5;70;continuous
schizo;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124212746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924326218037915;train;1.85258418333333;7;240;494;10;13;238;multinomial
schizo;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124212746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.566886317368478;test;1.85258418333333;7;240;494;10;13;238;multinomial
german;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825375209781827;train;6.44767437165;15;20;476;17;20;700;binomial
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credit_g;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810468723672082;train;1.55904521833333;3;20;114;7;20;700;binomial
credit_g;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.750545934690976;test;1.55904521833333;3;20;114;7;20;700;binomial
cmc;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.702334066662733;train;3.03034851833333;7;9;134;3;9;1032;multinomial
cmc;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.675199615547061;test;3.03034851833333;7;9;134;3;9;1032;multinomial
583_fri_c1_1000_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251876400846853;train;2.04384736833333;5;200;410;10;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374392595842653;test;2.04384736833333;5;200;410;10;50;700;continuous
556_analcatdata_apnea2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.229985137353177;train;0.0932411183333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.174928314762555;test;0.0932411183333333;3;15;120;3;3;333;continuous
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197_cpu_act;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.264134253410447;train;0.9884277;5;32;182;2;17;5735;continuous
197_cpu_act;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.281465042883005;test;0.9884277;5;32;182;2;17;5735;continuous
606_fri_c2_1000_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79655611916727;train;1.452169235;5;200;410;10;10;700;continuous
606_fri_c2_1000_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788239530054549;test;1.452169235;5;200;410;10;10;700;continuous
analcatdata_boxing1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731432360742706;train;0.580745203333333;3;160;326;2;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.684375;test;0.580745203333333;3;160;326;2;3;84;binomial
analcatdata_creditscore;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.225134235;3;112;230;5;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976076555023923;test;0.225134235;3;112;230;5;6;70;binomial
twonorm;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999528432972181;train;5.14149382833333;3;160;326;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995927965176186;test;5.14149382833333;3;160;326;20;20;5180;binomial
560_bodyfat;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0350093109565736;train;0.538999433333333;3;26;122;1;13;177;continuous
560_bodyfat;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0322741602306328;test;0.538999433333333;3;26;122;1;13;177;continuous
twonorm;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997560145121125;train;1.12587293333333;3;160;326;20;20;5180;binomial
twonorm;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998718801226638;test;1.12587293333333;3;160;326;20;20;5180;binomial
195_auto_price;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.348435345566875;train;1.87424044166667;12;20;470;8;10;112;continuous
195_auto_price;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473061064691694;test;1.87424044166667;12;20;470;8;10;112;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.175370604638252;train;0.09305572;3;4;32;2;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.18158566773018;test;0.09305572;3;4;32;2;2;47;continuous
586_fri_c3_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125100350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791281868465853;train;1.76824293333333;14;252;532;16;25;700;continuous
586_fri_c3_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125100350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881315660116193;test;1.76824293333333;14;252;532;16;25;700;continuous
analcatdata_creditscore;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981303418803419;train;0.577976226666667;3;144;294;2;6;70;binomial
analcatdata_creditscore;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.577976226666667;3;144;294;2;6;70;binomial
611_fri_c3_100_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753591543050452;train;0.20861428;6;20;266;4;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.01048247387839;test;0.20861428;6;20;266;4;4;70;continuous
588_fri_c4_1000_100;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240259386819181;train;3.12637885833333;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286232596686704;test;3.12637885833333;3;160;326;5;100;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264257535487284;train;2.80322377666667;15;347;724;9;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399985743201947;test;2.80322377666667;15;347;724;9;50;700;continuous
collins;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.22297403666667;3;160;326;10;20;340;multinomial
collins;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.22297403666667;3;160;326;10;20;340;multinomial
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84717109818721;train;0.374208713333333;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878689884935982;test;0.374208713333333;3;10;72;5;5;700;continuous
1595_poker;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.761109951544242;train;229.047550328333;0;100;200;5;10;717507;continuous
1595_poker;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.761612201687901;test;229.047550328333;0;100;200;5;10;717507;continuous
breast;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.59526634;8;40;366;8;10;490;binomial
breast;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98089110812368;test;0.59526634;8;40;366;8;10;490;binomial
analcatdata_happiness;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778521825396825;train;0.0263757866666667;3;3;24;1;3;42;multinomial
analcatdata_happiness;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708333333333333;test;0.0263757866666667;3;3;24;1;3;42;multinomial
588_fri_c4_1000_100;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816893609318791;train;0.317844116666667;3;90;186;23;100;700;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804097253668079;test;0.317844116666667;3;90;186;23;100;700;continuous
cars;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.779243949947865;train;1.92875278333333;11;272;566;7;7;275;multinomial
cars;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798067548067548;test;1.92875278333333;11;272;566;7;7;275;multinomial
credit_a;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916243963450648;train;0.453458301666667;7;56;334;4;14;483;binomial
credit_a;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124205802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889784946236559;test;0.453458301666667;7;56;334;4;14;483;binomial
clean2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941380835205592;train;32.421791935;9;102;388;90;107;4619;binomial
clean2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939116217975079;test;32.421791935;9;102;388;90;107;4619;binomial
225_puma8NH;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449407348625631;train;4.66143126333333;3;160;326;2;8;5735;continuous
225_puma8NH;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.557157607328634;test;4.66143126333333;3;160;326;2;8;5735;continuous
cmc;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656803674329279;train;0.21914799;9;9;164;1;9;1032;multinomial
cmc;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.614903245680557;test;0.21914799;9;9;164;1;9;1032;multinomial
601_fri_c1_250_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778272517701198;train;0.862437661683333;3;160;326;5;5;175;continuous
601_fri_c1_250_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846348806743565;test;0.862437661683333;3;160;326;5;5;175;continuous
phoneme;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124184728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967993357581299;train;3.18840098833333;3;160;326;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124184728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941056032493307;test;3.18840098833333;3;160;326;5;5;3783;binomial
529_pollen;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445523481326547;train;0.332672451666667;9;20;388;4;4;2694;continuous
529_pollen;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.421805303175967;test;0.332672451666667;9;20;388;4;4;2694;continuous
579_fri_c0_250_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478003354019806;train;0.260511915;7;25;324;5;5;175;continuous
579_fri_c0_250_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516161354597177;test;0.260511915;7;25;324;5;5;175;continuous
analcatdata_asbestos;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850815850815851;train;0.221262778333333;9;12;232;3;3;59;binomial
analcatdata_asbestos;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944055944055944;test;0.221262778333333;9;12;232;3;3;59;binomial
637_fri_c1_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829415955551596;train;1.09159036;3;72;150;25;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893494635748777;test;1.09159036;3;72;150;25;50;350;continuous
bupa;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.68821760524877;train;0.196666146666667;6;20;206;5;5;242;binomial
bupa;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.642156862745098;test;0.196666146666667;6;20;206;5;5;242;binomial
diabetes;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832174253371869;train;1.073406435;6;220;452;8;8;538;binomial
diabetes;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851674641148325;test;1.073406435;6;220;452;8;8;538;binomial
appendicitis;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843813387423935;train;0.673714141666667;3;160;326;1;4;75;binomial
appendicitis;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.662037037037037;test;0.673714141666667;3;160;326;1;4;75;binomial
optdigits;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125182615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999575527345172;train;4.39692881666667;3;160;326;52;59;3934;multinomial
optdigits;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125182615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99875912993062;test;4.39692881666667;3;160;326;52;59;3934;multinomial
wine_quality_red;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779650039027373;train;13.5478819749833;14;11;314;7;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829573819916366;test;13.5478819749833;14;11;314;7;11;1120;multinomial
waveform_21;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967027629210574;train;3.32911749666667;12;286;596;19;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966809834577914;test;3.32911749666667;12;286;596;19;21;3500;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.227859456666667;3;64;138;42;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997764054588726;test;0.227859456666667;3;64;138;42;70;589;multinomial
622_fri_c2_1000_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124183629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840610084326051;train;1.26411892335;5;97;234;5;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124183629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.789460646563697;test;1.26411892335;5;97;234;5;50;700;continuous
vehicle;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94933671930705;train;0.0768420333333333;3;13;76;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929607746750604;test;0.0768420333333333;3;13;76;13;13;593;multinomial
breast_w;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996053419123148;train;1.57796659166667;5;8;88;7;8;490;binomial
breast_w;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989275875639512;test;1.57796659166667;5;8;88;7;8;490;binomial
706_sleuth_case1202;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.553716197546535;train;1.361472725;5;200;410;1;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.694318972816941;test;1.361472725;5;200;410;1;6;66;continuous
analcatdata_happiness;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841407790927022;train;0.0924045716666667;3;3;24;1;3;42;multinomial
analcatdata_happiness;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.576530612244898;test;0.0924045716666667;3;3;24;1;3;42;multinomial
613_fri_c3_250_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226385778778518;train;0.883101245;5;200;410;4;4;175;continuous
613_fri_c3_250_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.408127725409409;test;0.883101245;5;200;410;4;4;175;continuous
207_autoPrice;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164080595078806;train;0.676048981666667;3;160;326;7;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420487568916458;test;0.676048981666667;3;160;326;7;11;112;continuous
heart_statlog;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92170047868703;train;0.596006755;3;160;326;7;13;189;binomial
heart_statlog;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85281517747858;test;0.596006755;3;160;326;7;13;189;binomial
vowel;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970591362910796;train;0.301375611666667;5;13;134;9;13;693;multinomial
vowel;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958902525174157;test;0.301375611666667;5;13;134;9;13;693;multinomial
658_fri_c3_250_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819917240864906;train;3.29874781666667;13;50;570;24;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.920717262136842;test;3.29874781666667;13;50;570;24;25;175;continuous
608_fri_c3_1000_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16496865210157;train;2.85814476335;10;300;620;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28096213297513;test;2.85814476335;10;300;620;5;10;700;continuous
665_sleuth_case2002;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81424451374441;train;0.96507004165;3;160;326;2;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.721917510211866;test;0.96507004165;3;160;326;2;6;103;continuous
wine_quality_white;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125114500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.577053814138286;train;0.389670731666667;7;11;152;1;11;3429;multinomial
wine_quality_white;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125114500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.67785852681001;test;0.389670731666667;7;11;152;1;11;3429;multinomial
687_sleuth_ex1605;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.645647141102967;train;0.321611518333333;7;25;312;2;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.530980902551991;test;0.321611518333333;7;25;312;2;5;44;continuous
waveform_21;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96173681151345;train;5.341747635;3;21;116;17;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971063229092831;test;5.341747635;3;21;116;17;21;3500;multinomial
522_pm10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.615347496740822;train;0.842182711666667;3;160;326;7;7;350;continuous
522_pm10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.744589804949518;test;0.842182711666667;3;160;326;7;7;350;continuous
allbp;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125105049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980713261199538;train;0.426871631666667;5;25;212;17;25;2641;multinomial
allbp;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125105049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978864734299517;test;0.426871631666667;5;25;212;17;25;2641;multinomial
prnn_crabs;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.141171133333333;3;3;24;2;3;140;binomial
prnn_crabs;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994419642857143;test;0.141171133333333;3;3;24;2;3;140;binomial
lupus;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876126126126126;train;0.13385513;7;2;32;2;2;61;binomial
lupus;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.787878787878788;test;0.13385513;7;2;32;2;2;61;binomial
658_fri_c3_250_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808095286470689;train;0.193644885;3;90;186;8;24;175;continuous
658_fri_c3_250_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892706440363009;test;0.193644885;3;90;186;8;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866687405151324;train;1.23360897666667;7;48;318;20;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816683730186593;test;1.23360897666667;7;48;318;20;24;175;continuous
auto;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928587025142732;train;5.45915216666667;6;21;218;19;21;142;multinomial
auto;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850143613000756;test;5.45915216666667;6;21;218;19;21;142;multinomial
589_fri_c2_1000_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126100100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804106453517073;train;0.289221801666667;5;120;260;14;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126100100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810353651627224;test;0.289221801666667;5;120;260;14;25;700;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.534216191747767;train;0.33920468;8;50;376;5;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.555407285213675;test;0.33920468;8;50;376;5;10;350;continuous
heart_statlog;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947730864755024;train;1.27882753666667;6;220;452;9;13;189;binomial
heart_statlog;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836670838548185;test;1.27882753666667;6;220;452;9;13;189;binomial
buggyCrx;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922158226096582;train;0.974708875;14;52;628;5;13;483;binomial
buggyCrx;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901881207028266;test;0.974708875;14;52;628;5;13;483;binomial
656_fri_c1_100_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284643060501848;train;1.95565193833333;10;300;620;4;5;70;continuous
656_fri_c1_100_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.462924132736365;test;1.95565193833333;10;300;620;4;5;70;continuous
207_autoPrice;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.717428666655237;train;1.49644466833333;7;240;494;9;9;112;continuous
207_autoPrice;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776736711917482;test;1.49644466833333;7;240;494;9;9;112;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813236077443709;train;1.29849128666667;9;50;402;3;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872732544361197;test;1.29849128666667;9;50;402;3;25;350;continuous
586_fri_c3_1000_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805664051084371;train;0.66567609;3;50;146;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831481304553225;test;0.66567609;3;50;146;5;25;700;continuous
prnn_fglass;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96117037037037;train;0.449261298333333;20;9;360;9;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849017857142857;test;0.449261298333333;20;9;360;9;9;144;multinomial
Hill_Valley_without_noise;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530971874129769;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456421595725078;test;;-Inf;-Inf;;1;1;849;binomial
643_fri_c2_500_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857251617628003;train;0.17825146;3;90;186;5;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.899986991529244;test;0.17825146;3;90;186;5;25;350;continuous
segmentation;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997359306979565;train;0.179710646666667;3;14;94;7;14;1617;multinomial
segmentation;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996292448670462;test;0.179710646666667;3;14;94;7;14;1617;multinomial
breast_w;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125182659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.210999326666667;3;36;158;9;9;490;binomial
breast_w;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125182659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976480129764801;test;0.210999326666667;3;36;158;9;9;490;binomial
1096_FacultySalaries;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228924136926872;train;0.462759038333333;3;160;326;1;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.742223918584957;test;0.462759038333333;3;160;326;1;2;35;continuous
magic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125203834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937337476907801;train;7.88150458666667;3;160;326;9;9;13314;binomial
magic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125203834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910026396407195;test;7.88150458666667;3;160;326;9;9;13314;binomial
analcatdata_asbestos;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959195402298851;train;0.594034426666667;3;160;326;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.79296875;test;0.594034426666667;3;160;326;3;3;59;binomial
schizo;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.653277927523211;train;0.879344913316667;3;160;326;3;13;238;multinomial
schizo;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.535352941176471;test;0.879344913316667;3;160;326;3;13;238;multinomial
tae;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.720912204378211;train;0.558187798333333;8;5;88;5;5;106;multinomial
tae;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679000531632111;test;0.558187798333333;8;5;88;5;5;106;multinomial
iris;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996762496762497;train;0.677857661666667;3;160;326;2;3;105;multinomial
iris;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99108734402852;test;0.677857661666667;3;160;326;2;3;105;multinomial
appendicitis;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950819672131147;train;1.447319985;8;260;536;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883928571428571;test;1.447319985;8;260;536;4;4;75;binomial
522_pm10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851241083532389;train;2.98700912666667;20;399;840;5;7;350;continuous
522_pm10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828044404210466;test;2.98700912666667;20;399;840;5;7;350;continuous
schizo;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699983924897119;train;0.63148075335;3;160;326;13;13;238;multinomial
schizo;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.601055194805195;test;0.63148075335;3;160;326;13;13;238;multinomial
breast_cancer_wisconsin;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99443413729128;train;1.64147352168333;3;23;130;15;23;399;binomial
breast_cancer_wisconsin;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994304187192118;test;1.64147352168333;3;23;130;15;23;399;binomial
banana;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981333921741689;train;2.19133002833333;3;160;326;2;2;3710;binomial
banana;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960931920212223;test;2.19133002833333;3;160;326;2;2;3710;binomial
582_fri_c1_500_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791914929536205;train;1.88846746833333;11;50;486;10;25;350;continuous
582_fri_c1_500_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891000445487551;test;1.88846746833333;11;50;486;10;25;350;continuous
haberman;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.7671783625731;train;2.38927115833333;11;320;662;3;3;215;binomial
haberman;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748097412480974;test;2.38927115833333;11;320;662;3;3;215;binomial
633_fri_c0_500_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503712517417317;train;0.46002394165;3;50;150;25;25;350;continuous
633_fri_c0_500_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515624890839741;test;0.46002394165;3;50;150;25;25;350;continuous
colic;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873046996576408;train;3.00816243333333;11;22;342;2;22;258;binomial
colic;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904450796243365;test;3.00816243333333;11;22;342;2;22;258;binomial
595_fri_c0_1000_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479121991823949;train;0.225628818333333;5;50;250;10;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505602631713113;test;0.225628818333333;5;50;250;10;10;700;continuous
glass2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.633394383394383;train;0.255599771666667;3;9;60;1;9;115;binomial
glass2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678819444444445;test;0.255599771666667;3;9;60;1;9;115;binomial
344_mv;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.146508858757782;train;5.01520459666667;7;224;462;8;10;28538;continuous
344_mv;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.145627412916153;test;5.01520459666667;7;224;462;8;10;28538;continuous
breast_w;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987152469683526;train;0.203182098333333;3;32;158;3;8;490;binomial
breast_w;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968775181305399;test;0.203182098333333;3;32;158;3;8;490;binomial
banana;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.554088992681703;train;0.191821223333333;3;2;16;2;2;3710;binomial
banana;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534699941621955;test;0.191821223333333;3;2;16;2;2;3710;binomial
666_rmftsa_ladata;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.633643077168575;train;2.56573716166667;10;20;404;10;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.441836761846024;test;2.56573716166667;10;20;404;10;10;356;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.668777208783312;train;0.390642315;8;50;386;10;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.23976689844026;test;0.390642315;8;50;386;10;10;70;continuous
movement_libras;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999928571428571;train;1.01105569498333;9;21;332;13;21;252;multinomial
movement_libras;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874032164453083;test;1.01105569498333;9;21;332;13;21;252;multinomial
1595_poker;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125100859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.763703842536231;train;268.93633799;0;100;200;5;10;717507;continuous
1595_poker;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125100859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.763789536369416;test;268.93633799;0;100;200;5;10;717507;continuous
547_no2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.572358587929909;train;1.314948345;7;240;494;5;7;350;continuous
547_no2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.69915546246646;test;1.314948345;7;240;494;5;7;350;continuous
penguins;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.763074345;3;160;326;5;7;241;multinomial
penguins;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.763074345;3;160;326;5;7;241;multinomial
706_sleuth_case1202;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.575022980654812;train;0.333806889983333;7;30;344;4;6;66;continuous
706_sleuth_case1202;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509922566782354;test;0.333806889983333;7;30;344;4;6;66;continuous
344_mv;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0363425343204494;train;22.47477647;3;160;326;5;9;28538;continuous
344_mv;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0371057639302293;test;22.47477647;3;160;326;5;9;28538;continuous
page_blocks;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984389168451161;train;6.63309758666667;18;387;810;4;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988448100639417;test;6.63309758666667;18;387;810;4;7;3832;multinomial
644_fri_c4_250_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.87004489771798;train;1.36062918166667;5;200;410;18;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.902318477484572;test;1.36062918166667;5;200;410;18;24;175;continuous
magic;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857279630208354;train;3.0411307;3;9;58;9;9;13314;binomial
magic;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843156937951976;test;3.0411307;3;9;58;9;9;13314;binomial
564_fried;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489035487350007;train;0.774127093333333;3;20;132;10;10;28538;continuous
564_fried;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490750606498374;test;0.774127093333333;3;20;132;10;10;28538;continuous
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937106918238994;train;0.8224484;13;7;188;5;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844444444444445;test;0.8224484;13;7;188;5;7;68;binomial
colic;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873046996576408;train;0.863870723333333;3;22;118;2;22;258;binomial
colic;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904450796243365;test;0.863870723333333;3;22;118;2;22;258;binomial
690_visualizing_galaxy;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.293602972702834;train;0.106066218333333;3;20;140;4;4;227;continuous
690_visualizing_galaxy;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.330167582401979;test;0.106066218333333;3;20;140;4;4;227;continuous
twonorm;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999404144305307;train;6.10788687666667;3;160;326;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997378355279124;test;6.10788687666667;3;160;326;20;20;5180;binomial
analcatdata_happiness;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795549802761341;train;0.665388593333333;3;160;326;1;3;42;multinomial
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617_fri_c3_500_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.904668190767492;train;0.898199376666667;3;160;326;2;5;350;continuous
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592_fri_c4_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823731778685745;train;3.00907653666667;10;50;440;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836633368995086;test;3.00907653666667;10;50;440;5;25;700;continuous
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641_fri_c1_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.870115872219568;test;1.52963410333333;7;20;294;9;10;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263501962147026;train;1.34895319833333;5;200;410;35;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422929709133168;test;1.34895319833333;5;200;410;35;50;350;continuous
1199_BNG_echoMonths;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710626447225076;train;1.84973564333333;10;18;376;9;9;12248;continuous
1199_BNG_echoMonths;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.711155549531747;test;1.84973564333333;10;18;376;9;9;12248;continuous
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659_sleuth_ex1714;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357655843416708;train;0.03763843;3;5;40;1;1;33;continuous
659_sleuth_ex1714;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.579495927956203;test;0.03763843;3;5;40;1;1;33;continuous
allrep;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939565116100043;train;32.6774715766833;9;24;364;10;24;2641;multinomial
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657_fri_c2_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26704042526579;train;1.04281316333333;5;200;410;4;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411799518989704;test;1.04281316333333;5;200;410;4;10;175;continuous
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505_tecator;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.073709618275786;train;1.25143541666667;5;200;410;16;17;168;continuous
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197_cpu_act;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569000731053205;train;0.210652146666667;3;80;176;13;17;5735;continuous
197_cpu_act;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.589032157739458;test;0.210652146666667;3;80;176;13;17;5735;continuous
mfeat_zernike;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992765241727861;train;1.87226964;3;160;326;32;32;1400;multinomial
mfeat_zernike;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978119762658404;test;1.87226964;3;160;326;32;32;1400;multinomial
606_fri_c2_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79791256770603;train;2.01848778666667;7;240;494;5;10;700;continuous
606_fri_c2_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.76521549675398;test;2.01848778666667;7;240;494;5;10;700;continuous
tae;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.717255981857731;train;2.20765297166667;16;373;778;5;5;106;multinomial
tae;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.664008506113769;test;2.20765297166667;16;373;778;5;5;106;multinomial
542_pollution;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423188260697442;train;0.66005187;10;55;470;10;11;42;continuous
542_pollution;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771488905533943;test;0.66005187;10;55;470;10;11;42;continuous
706_sleuth_case1202;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.565950016145202;train;1.728769465;9;225;468;1;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.69594968004902;test;1.728769465;9;225;468;1;6;66;continuous
mfeat_factors;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999669687993012;train;2.32743005333333;3;160;326;130;130;1400;multinomial
mfeat_factors;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999326567502823;test;2.32743005333333;3;160;326;130;130;1400;multinomial
confidence;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971164021164021;train;0.639374415;3;160;326;1;1;51;multinomial
confidence;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889444444444445;test;0.639374415;3;160;326;1;1;51;multinomial
654_fri_c0_500_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125161918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540746089347193;train;1.45280306;5;200;410;6;10;350;continuous
654_fri_c0_500_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125161918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.534647328464312;test;1.45280306;5;200;410;6;10;350;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523853165548867;train;0.822663755;3;160;326;10;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.541715210736099;test;0.822663755;3;160;326;10;10;70;continuous
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579_fri_c0_250_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124183916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495898057618257;train;0.119875953333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124183916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461228075848713;test;0.119875953333333;3;25;156;5;5;175;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814792625598446;train;0.86470095;3;160;326;6;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7935879954271;test;0.86470095;3;160;326;6;25;700;continuous
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606_fri_c2_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782324508465565;test;0.835563041666667;3;160;326;5;10;700;continuous
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wine_recognition;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998556998556998;test;0.2258643;8;13;192;4;13;125;multinomial
hypothyroid;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997881840074531;train;2.15634625833333;3;160;326;5;20;2215;binomial
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analcatdata_creditscore;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99;train;0.654801895;3;160;326;1;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.654801895;3;160;326;1;6;70;binomial
crx;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930148327009314;train;2.95959707;12;13;310;11;13;483;binomial
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634_fri_c2_100_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802673706000167;train;0.716869445;7;20;286;3;10;70;continuous
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wine_quality_white;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747479547558026;test;17.229840865;20;494;1028;11;11;3429;multinomial
537_houses;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.618234035907835;train;2.89344563333333;5;200;410;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61021328220387;test;2.89344563333333;5;200;410;5;5;14448;continuous
analcatdata_aids;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0812958166666667;5;8;88;0;2;35;binomial
analcatdata_aids;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0812958166666667;5;8;88;0;2;35;binomial
690_visualizing_galaxy;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321884732646642;train;0.148612716666667;6;15;156;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.345715271523159;test;0.148612716666667;6;15;156;3;3;227;continuous
churn;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86317530253912;train;0.818809693333333;10;60;460;11;15;3500;binomial
churn;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860562666424595;test;0.818809693333333;10;60;460;11;15;3500;binomial
593_fri_c1_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806366073100813;train;0.388037216666667;8;50;376;8;10;700;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.869061282094957;test;0.388037216666667;8;50;376;8;10;700;continuous
profb;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125183037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.684726944979311;train;1.34517391833333;6;220;452;6;9;471;binomial
profb;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125183037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.647600872410033;test;1.34517391833333;6;220;452;6;9;471;binomial
612_fri_c1_1000_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830593441851133;train;0.155261286666667;5;25;240;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.895905951132325;test;0.155261286666667;5;25;240;5;5;700;continuous
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analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909090909090909;test;0.548024528333333;12;28;530;6;7;68;binomial
ionosphere;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945555942837226;train;0.656403673333333;3;160;326;30;32;246;binomial
ionosphere;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949869224062772;test;0.656403673333333;3;160;326;30;32;246;binomial
645_fri_c3_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764890348822647;train;0.355560071666667;5;130;270;32;50;350;continuous
645_fri_c3_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.967399247172896;test;0.355560071666667;5;130;270;32;50;350;continuous
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movement_libras;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91715605766116;test;0.868186336666667;8;19;292;10;19;252;multinomial
schizo;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699123490066886;train;0.955848258333333;3;160;326;13;13;238;multinomial
schizo;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.607803921568628;test;0.955848258333333;3;160;326;13;13;238;multinomial
optdigits;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125120820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999302771651853;train;1.624472835;5;59;222;39;61;3934;multinomial
optdigits;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125120820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993771841300751;test;1.624472835;5;59;222;39;61;3934;multinomial
547_no2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.625749651596613;train;1.86714882333333;10;284;588;7;7;350;continuous
547_no2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.664735703519655;test;1.86714882333333;10;284;588;7;7;350;continuous
schizo;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.629047619047619;train;0.853282893333333;3;13;82;2;13;238;multinomial
schizo;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.573150326797386;test;0.853282893333333;3;13;82;2;13;238;multinomial
590_fri_c0_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496919187753969;train;1.30190673166667;5;200;410;38;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.514271020077922;test;1.30190673166667;5;200;410;38;50;700;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820446173258599;train;1.78354387;6;96;276;26;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847110086056423;test;1.78354387;6;96;276;26;50;350;continuous
635_fri_c0_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.552510152509881;train;0.388308761666667;3;20;134;10;10;175;continuous
635_fri_c0_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.559808840484331;test;0.388308761666667;3;20;134;10;10;175;continuous
calendarDOW;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928605854753345;train;2.36092700166667;10;284;588;13;14;280;multinomial
calendarDOW;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80916026252608;test;2.36092700166667;10;284;588;13;14;280;multinomial
heart_c;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933434056167792;train;1.22524366;6;13;162;11;13;213;binomial
heart_c;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902439024390244;test;1.22524366;6;13;162;11;13;213;binomial
glass;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900042819906962;train;2.67271710166667;8;260;536;4;9;144;multinomial
glass;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791543793320731;test;2.67271710166667;8;260;536;4;9;144;multinomial
197_cpu_act;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332905824718109;train;0.291597041683333;5;84;260;4;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348997626396257;test;0.291597041683333;5;84;260;4;17;5735;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.56678070942429;train;1.09510191333333;5;20;212;7;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450187575918395;test;1.09510191333333;5;20;212;7;10;175;continuous
prnn_crabs;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.10790926;3;16;104;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96484375;test;0.10790926;3;16;104;4;4;140;binomial
631_fri_c1_500_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807587435866509;train;0.231997301666667;6;25;282;5;5;350;continuous
631_fri_c1_500_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871977428918288;test;0.231997301666667;6;25;282;5;5;350;continuous
519_vinnie;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445452707886027;train;0.0664902216666667;3;10;80;1;2;266;continuous
519_vinnie;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547781972924229;test;0.0664902216666667;3;10;80;1;2;266;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804518401198929;train;1.52549448;5;200;410;7;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772337624343202;test;1.52549448;5;200;410;7;10;700;continuous
heart_c;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125201555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932381801962534;train;0.856518188333333;3;160;326;10;13;213;binomial
heart_c;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125201555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870361207323107;test;0.856518188333333;3;160;326;10;13;213;binomial
195_auto_price;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.360717935673534;train;0.810298811683333;3;160;326;5;11;112;continuous
195_auto_price;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441194502872484;test;0.810298811683333;3;160;326;5;11;112;continuous
australian;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946756766146684;train;1.45337606668333;6;220;452;13;13;483;binomial
australian;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943312582531598;test;1.45337606668333;6;220;452;13;13;483;binomial
646_fri_c3_500_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780436849596034;train;0.508104435;11;45;502;6;9;350;continuous
646_fri_c3_500_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850098087471257;test;0.508104435;11;45;502;6;9;350;continuous
603_fri_c0_250_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511657170324095;train;1.33803831333333;6;94;276;26;50;175;continuous
603_fri_c0_250_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506940896326003;test;1.33803831333333;6;94;276;26;50;175;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843925253892784;train;0.863345755;9;10;192;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.884227887640954;test;0.863345755;9;10;192;5;5;700;continuous
german;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84306884152783;train;0.828083103333333;3;160;326;20;20;700;binomial
german;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781351509665051;test;0.828083103333333;3;160;326;20;20;700;binomial
shuttle;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999534855806193;train;30.0280558733333;3;160;326;5;7;40600;multinomial
shuttle;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997825621233857;test;30.0280558733333;3;160;326;5;7;40600;multinomial
fars;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910105450259199;train;42.251064095;0;100;200;21;21;70678;multinomial
fars;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828712787307617;test;42.251064095;0;100;200;21;21;70678;multinomial
1191_BNG_pbc;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802164400808434;train;44.36736684;2;140;284;12;18;700000;continuous
1191_BNG_pbc;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801247708092636;test;44.36736684;2;140;284;12;18;700000;continuous
irish;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883005696598505;train;0.72313969;3;160;326;4;4;350;binomial
irish;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859058565955118;test;0.72313969;3;160;326;4;4;350;binomial
pendigits;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985303719992111;train;32.0983848416667;5;16;154;8;16;7695;multinomial
pendigits;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984297574730049;test;32.0983848416667;5;16;154;8;16;7695;multinomial
1595_poker;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816210242978407;train;30.0060311483333;1;20;56;4;10;717507;continuous
1595_poker;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815089380995918;test;30.0060311483333;1;20;56;4;10;717507;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124192811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788431152460109;train;1.146635975;3;160;326;19;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124192811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89332502654392;test;1.146635975;3;160;326;19;25;175;continuous
603_fri_c0_250_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.41918478615001;train;2.05826006;13;276;578;38;50;175;continuous
603_fri_c0_250_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.616846119701159;test;2.05826006;13;276;578;38;50;175;continuous
bupa;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.657531437944232;train;0.61434488;3;160;326;5;5;242;binomial
bupa;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.568627450980392;test;0.61434488;3;160;326;5;5;242;binomial
spectf;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990580847723705;train;1.36433662333333;6;220;452;29;44;245;binomial
spectf;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87109375;test;1.36433662333333;6;220;452;29;44;245;binomial
wine_quality_white;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.618559765678043;train;7.27872802333333;20;484;1008;8;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.587992624548264;test;7.27872802333333;20;484;1008;8;11;3429;multinomial
dis;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962951132425526;train;5.79968824;20;421;882;2;25;2641;binomial
dis;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919554930297992;test;5.79968824;20;421;882;2;25;2641;binomial
648_fri_c1_250_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281648422836566;train;1.412339745;7;220;454;13;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.552482606333131;test;1.412339745;7;220;454;13;50;175;continuous
562_cpu_small;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202218080695488;train;6.26068795166667;3;160;326;10;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220242247851853;test;6.26068795166667;3;160;326;10;12;5735;continuous
credit_g;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788344803587999;train;1.97708219;14;316;660;7;20;700;binomial
credit_g;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784305317324185;test;1.97708219;14;316;660;7;20;700;binomial
590_fri_c0_1000_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465227953789947;train;0.263145828333333;3;90;186;24;50;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485762831386267;test;0.263145828333333;3;90;186;24;50;700;continuous
magic;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957998243183925;train;20.3643603283333;9;280;578;9;9;13314;binomial
magic;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92138951194574;test;20.3643603283333;9;280;578;9;9;13314;binomial
192_vineyard;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126105419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.58505236135219;train;0.192895793333333;10;10;204;2;2;37;continuous
192_vineyard;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126105419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.648410843874963;test;0.192895793333333;10;10;204;2;2;37;continuous
crx;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913491425977019;train;1.29012189666667;9;13;232;4;13;483;binomial
crx;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911627036135555;test;1.29012189666667;9;13;232;4;13;483;binomial
591_fri_c1_100_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124211802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.762306189759423;train;1.391800175;5;200;410;4;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124211802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.949940013719228;test;1.391800175;5;200;410;4;10;70;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0585699483333333;3;16;54;4;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922077922077922;test;0.0585699483333333;3;16;54;4;4;185;binomial
618_fri_c3_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835985859341794;train;0.643125566666667;3;72;150;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849782971106808;test;0.643125566666667;3;72;150;5;50;700;continuous
crx;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936768763315056;train;0.201164243333333;3;50;166;10;13;483;binomial
crx;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931660737689571;test;0.201164243333333;3;50;166;10;13;483;binomial
adult;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125132911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896688986590291;train;22.10624327;11;224;470;9;12;34190;binomial
adult;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125132911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893209979642307;test;22.10624327;11;224;470;9;12;34190;binomial
564_fried;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472049660078209;train;3.12697879666667;3;50;166;5;10;28538;continuous
564_fried;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474732713928816;test;3.12697879666667;3;50;166;5;10;28538;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834535280776488;train;0.428761388333333;9;50;418;7;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815049369696445;test;0.428761388333333;9;50;418;7;10;700;continuous
shuttle;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939195019269139;train;1.33637108166667;5;8;88;6;8;40600;multinomial
shuttle;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921848365097726;test;1.33637108166667;5;8;88;6;8;40600;multinomial
bupa;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.693715846994536;train;0.922709553333333;5;200;410;2;5;242;binomial
bupa;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.619236583522298;test;0.922709553333333;5;200;410;2;5;242;binomial
breast_cancer;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.757269503546099;train;3.41858680833333;20;484;1008;5;9;201;binomial
breast_cancer;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.729;test;3.41858680833333;20;484;1008;5;9;201;binomial
auto;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845437467204513;train;4.64702849666667;6;22;248;11;22;142;multinomial
auto;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836036944422038;test;4.64702849666667;6;22;248;11;22;142;multinomial
1191_BNG_pbc;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124201211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798752415921585;train;36.007151285;1;120;242;18;18;700000;continuous
1191_BNG_pbc;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124201211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800223184468637;test;36.007151285;1;120;242;18;18;700000;continuous
labor;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976;train;0.664995466666667;7;15;218;7;15;40;binomial
labor;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966666666666667;test;0.664995466666667;7;15;218;7;15;40;binomial
599_fri_c2_1000_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163100781691553;train;2.24142972833333;13;337;700;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28914992516204;test;2.24142972833333;13;337;700;5;5;700;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.325067109694336;train;0.243747398333333;3;6;48;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.349986425580503;test;0.243747398333333;3;6;48;3;3;227;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815629865167916;train;0.939782021666667;6;20;256;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826130369749415;test;0.939782021666667;6;20;256;5;10;700;continuous
665_sleuth_case2002;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.701514388644254;train;0.4238425;9;30;418;2;6;103;continuous
665_sleuth_case2002;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703354363499266;test;0.4238425;9;30;418;2;6;103;continuous
522_pm10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8311626742369;train;0.362301581666667;6;35;292;5;7;350;continuous
522_pm10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858633340116266;test;0.362301581666667;6;35;292;5;7;350;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.328419471976412;train;0.104977775;5;10;120;2;2;47;continuous
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601_fri_c1_250_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.761044921189695;train;0.245578223333333;6;25;282;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861388108586551;test;0.245578223333333;6;25;282;5;5;175;continuous
hypothyroid;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946229026560696;train;12.060140055;16;20;610;8;20;2215;binomial
hypothyroid;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952469605934952;test;12.060140055;16;20;610;8;20;2215;binomial
schizo;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.66112259159429;train;0.466847631666667;14;13;356;3;13;238;multinomial
schizo;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.574084967320261;test;0.466847631666667;14;13;356;3;13;238;multinomial
texture;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999868854551845;train;7.729821385;7;192;398;13;13;3850;multinomial
texture;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998847331734573;test;7.729821385;7;192;398;13;13;3850;multinomial
analcatdata_cyyoung9302;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89030612244898;train;0.466286256666667;10;24;452;4;6;65;binomial
analcatdata_cyyoung9302;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986111111111111;test;0.466286256666667;10;24;452;4;6;65;binomial
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485753833289097;train;0.25337925;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482794995385115;test;0.25337925;3;10;72;5;5;700;continuous
bupa;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.686851092896175;train;0.334510863333333;10;20;352;4;5;242;binomial
bupa;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.694255479969766;test;0.334510863333333;10;20;352;4;5;242;binomial
backache;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125203329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935795454545454;train;2.01264316333333;8;260;536;10;31;126;binomial
backache;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125203329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.498765432098765;test;2.01264316333333;8;260;536;10;31;126;binomial
646_fri_c3_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797569084415266;train;1.06906912833333;3;160;326;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854641873086661;test;1.06906912833333;3;160;326;5;9;350;continuous
segmentation;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997269910140929;train;0.291004701666667;6;13;154;7;13;1617;multinomial
segmentation;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996312257686434;test;0.291004701666667;6;13;154;7;13;1617;multinomial
sleep;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891207409693402;train;36.341264855;3;160;326;12;13;74136;multinomial
sleep;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889874441536062;test;36.341264855;3;160;326;12;13;74136;multinomial
nikuradse_1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.18207996305452;train;0.169853706666667;3;4;32;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.234023609919585;test;0.169853706666667;3;4;32;2;2;254;continuous
583_fri_c1_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125143833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826440639897339;train;0.857502288333333;3;72;150;21;50;700;continuous
583_fri_c1_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125143833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816975402217333;test;0.857502288333333;3;72;150;21;50;700;continuous
574_house_16H;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.581287155529202;train;2.39142468166667;3;160;326;15;15;15949;continuous
574_house_16H;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.561937889078317;test;2.39142468166667;3;160;326;15;15;15949;continuous
sonar;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125151456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881033182503771;train;0.251039996666667;3;82;174;13;59;146;binomial
sonar;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125151456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.827586206896552;test;0.251039996666667;3;82;174;13;59;146;binomial
605_fri_c2_250_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.726296613133625;train;2.64940787666667;12;340;704;23;25;175;continuous
605_fri_c2_250_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842810706028718;test;2.64940787666667;12;340;704;23;25;175;continuous
ecoli;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125125739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974528823875229;train;1.54074952666667;5;193;396;4;5;229;multinomial
ecoli;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125125739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974906414036849;test;1.54074952666667;5;193;396;4;5;229;multinomial
vehicle;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942454988978396;train;1.67402994333333;7;224;462;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933054799013003;test;1.67402994333333;7;224;462;13;13;593;multinomial
631_fri_c1_500_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85915655869697;train;0.220743485;7;25;324;5;5;350;continuous
631_fri_c1_500_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75114140346838;test;0.220743485;7;25;324;5;5;350;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232693921485765;train;2.35709643166667;20;308;656;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349250245679765;test;2.35709643166667;20;308;656;5;5;700;continuous
sonar;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.75383062333333;20;430;900;47;59;146;binomial
sonar;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906878306878307;test;3.75383062333333;20;430;900;47;59;146;binomial
iris;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990340253748558;train;0.666182726666667;3;160;326;2;3;105;multinomial
iris;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981119791666667;test;0.666182726666667;3;160;326;2;3;105;multinomial
horse_colic;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938198256377139;train;1.11318514;14;87;636;15;22;258;binomial
horse_colic;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832096147048427;test;1.11318514;14;87;636;15;22;258;binomial
analcatdata_boxing2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929724596391263;train;2.24203787666667;13;360;746;1;3;93;binomial
analcatdata_boxing2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.780748663101604;test;2.24203787666667;13;360;746;1;3;93;binomial
687_sleuth_ex1605;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.573877116709556;train;0.613938046666667;3;160;326;1;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528931926231445;test;0.613938046666667;3;160;326;1;5;44;continuous
wine_quality_red;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784703414233038;train;0.554226451666667;16;11;356;5;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803394292500992;test;0.554226451666667;16;11;356;5;11;1120;multinomial
581_fri_c3_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803137408726495;train;1.67351275;7;50;318;6;25;350;continuous
581_fri_c3_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80281346851223;test;1.67351275;7;50;318;6;25;350;continuous
titanic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735773223721502;train;2.18445386833333;14;380;788;3;7;1545;binomial
titanic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764359289107114;test;2.18445386833333;14;380;788;3;7;1545;binomial
647_fri_c1_250_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212399123440403;train;2.04399227666667;18;278;592;5;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40061518514566;test;2.04399227666667;18;278;592;5;10;175;continuous
analcatdata_japansolvent;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;train;1.14071980666667;5;200;410;3;3;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833333333333333;test;1.14071980666667;5;200;410;3;3;37;binomial
634_fri_c2_100_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798809961836644;train;0.784724088333333;3;160;326;2;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856851247918756;test;0.784724088333333;3;160;326;2;9;70;continuous
1030_ERA;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.719689544134717;train;0.190511136666667;5;20;200;4;4;700;continuous
1030_ERA;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78453755397403;test;0.190511136666667;5;20;200;4;4;700;continuous
230_machine_cpu;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.323312639261171;train;1.80396414833333;12;319;662;3;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.20679293570318;test;1.80396414833333;12;319;662;3;6;147;continuous
606_fri_c2_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79837096325412;train;0.957194003333333;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.76724817839493;test;0.957194003333333;3;160;326;5;10;700;continuous
654_fri_c0_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264171570876095;train;0.794630715;3;160;326;5;10;350;continuous
654_fri_c0_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42698169576008;test;0.794630715;3;160;326;5;10;350;continuous
prnn_crabs;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993464052287582;train;0.930847826666667;5;184;378;3;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.930847826666667;5;184;378;3;3;140;binomial
texture;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999976603752292;train;31.33348294;2;12;56;12;12;3850;multinomial
texture;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999920807908598;test;31.33348294;2;12;56;12;12;3850;multinomial
mnist;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985139062652563;train;149.352080191667;0;100;200;652;656;49000;multinomial
mnist;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984911792452398;test;149.352080191667;0;100;200;652;656;49000;multinomial
analcatdata_happiness;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.713789682539683;train;1.49658643166667;7;240;494;1;3;42;multinomial
analcatdata_happiness;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638888888888889;test;1.49658643166667;7;240;494;1;3;42;multinomial
582_fri_c1_500_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809762531041619;train;0.180858013333333;3;90;186;5;25;350;continuous
582_fri_c1_500_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847604004234316;test;0.180858013333333;3;90;186;5;25;350;continuous
561_cpu;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126093753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.16322314040024;train;0.564565506666667;5;14;156;7;7;147;continuous
561_cpu;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126093753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.124329827219561;test;0.564565506666667;5;14;156;7;7;147;continuous
225_puma8NH;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.755751594728376;train;0.322452065;7;40;334;4;8;5735;continuous
225_puma8NH;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.742249508924739;test;0.322452065;7;40;334;4;8;5735;continuous
hungarian;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935832732516222;train;0.948844805;8;12;194;12;12;206;binomial
hungarian;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846280991735537;test;0.948844805;8;12;194;12;12;206;binomial
503_wind;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474543197157108;train;1.96553133333333;13;232;490;13;14;4602;continuous
503_wind;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487849572979056;test;1.96553133333333;13;232;490;13;14;4602;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.330936284546477;train;1.17122078833333;8;18;302;5;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.344248640562446;test;1.17122078833333;8;18;302;5;9;165;continuous
optdigits;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99926847794263;train;1.53366661833333;5;60;222;36;62;3934;multinomial
optdigits;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990581933124446;test;1.53366661833333;5;60;222;36;62;3934;multinomial
crx;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931264440243646;train;1.17536796666667;6;220;452;11;13;483;binomial
crx;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894672897196262;test;1.17536796666667;6;220;452;11;13;483;binomial
635_fri_c0_250_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491381396562412;train;0.13966423;3;50;166;10;10;175;continuous
635_fri_c0_250_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.628221720990202;test;0.13966423;3;50;166;10;10;175;continuous
confidence;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902314814814815;train;0.771347363333333;3;160;326;1;1;51;multinomial
confidence;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936666666666667;test;0.771347363333333;3;160;326;1;1;51;multinomial
glass2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.713377723970944;train;1.17029943168333;5;200;410;2;9;115;binomial
glass2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.753571428571429;test;1.17029943168333;5;200;410;2;9;115;binomial
mfeat_morphological;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921128202974382;train;1.26033978166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919371251993455;test;1.26033978166667;3;160;326;2;2;1400;multinomial
dermatology;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.449388236666667;6;25;224;20;25;257;multinomial
dermatology;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980318111455108;test;0.449388236666667;6;25;224;20;25;257;multinomial
backache;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124193626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.64429012345679;train;0.793311586666667;3;160;326;21;31;126;binomial
backache;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124193626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.667173252279635;test;0.793311586666667;3;160;326;21;31;126;binomial
627_fri_c2_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817716326147269;train;0.140516636666667;3;50;166;5;10;350;continuous
627_fri_c2_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843977357342202;test;0.140516636666667;3;50;166;5;10;350;continuous
buggyCrx;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940067490788885;train;0.568471741666667;10;52;460;5;13;483;binomial
buggyCrx;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85660395845581;test;0.568471741666667;10;52;460;5;13;483;binomial
201_pol;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217452626724288;train;12.0927414116667;7;240;494;16;26;10500;continuous
201_pol;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23151220053228;test;12.0927414116667;7;240;494;16;26;10500;continuous
611_fri_c3_100_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832051023598959;train;1.32712503166667;5;200;410;3;4;70;continuous
611_fri_c3_100_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.758375129877552;test;1.32712503166667;5;200;410;3;4;70;continuous
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988099655446594;train;1.16177054166667;3;22;130;10;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992918719211823;test;1.16177054166667;3;22;130;10;22;399;binomial
analcatdata_aids;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.519688625;3;144;294;2;3;35;binomial
analcatdata_aids;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.519688625;3;144;294;2;3;35;binomial
690_visualizing_galaxy;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.158160178982844;train;1.04923030833333;5;200;410;3;4;227;continuous
690_visualizing_galaxy;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227493792805987;test;1.04923030833333;5;200;410;3;4;227;continuous
537_houses;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.58047398084981;train;1.03384215;3;12;82;6;6;14448;continuous
537_houses;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.574744819935398;test;1.03384215;3;12;82;6;6;14448;continuous
vehicle;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949889190799396;train;2.14947776333333;3;13;78;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933332276189419;test;2.14947776333333;3;13;78;13;13;593;multinomial
ring;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987392335966645;train;7.26886890833333;3;160;326;20;20;5180;binomial
ring;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978293965002079;test;7.26886890833333;3;160;326;20;20;5180;binomial
599_fri_c2_1000_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792775198532746;train;0.311924915;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839975788883002;test;0.311924915;3;10;72;5;5;700;continuous
analcatdata_happiness;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877034023668639;train;1.64524314;20;291;622;2;3;42;multinomial
analcatdata_happiness;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.689625850340136;test;1.64524314;20;291;622;2;3;42;multinomial
210_cloud;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243061086940276;train;0.949983403333333;5;200;410;3;5;76;continuous
210_cloud;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35764976638449;test;0.949983403333333;5;200;410;3;5;76;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838715833008398;train;1.00621201333333;3;160;326;9;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83228902865385;test;1.00621201333333;3;160;326;9;10;700;continuous
645_fri_c3_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796095133205652;train;1.353605545;6;220;452;42;50;350;continuous
645_fri_c3_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847344913657928;test;1.353605545;6;220;452;42;50;350;continuous
labor;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125150722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.3127516;3;15;80;3;15;40;binomial
labor;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125150722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808333333333333;test;0.3127516;3;15;80;3;15;40;binomial
656_fri_c1_100_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771630975086364;train;0.227796933333333;5;25;250;5;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.977137520688954;test;0.227796933333333;5;25;250;5;5;70;continuous
666_rmftsa_ladata;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.609928128826388;train;0.56026668;8;50;376;5;10;356;continuous
666_rmftsa_ladata;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461397652411603;test;0.56026668;8;50;376;5;10;356;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199766981595519;train;1.96251307;13;317;660;10;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397921474831384;test;1.96251307;13;317;660;10;25;350;continuous
fars;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890085954517285;train;42.77290802;2;140;284;21;21;70678;multinomial
fars;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894789283602652;test;42.77290802;2;140;284;21;21;70678;multinomial
591_fri_c1_100_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125111012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.668747136207262;train;1.13275723998333;13;20;534;10;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125111012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.23991825935083;test;1.13275723998333;13;20;534;10;10;70;continuous
twonorm;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997995051807539;train;0.265417278333333;3;60;166;20;20;5180;binomial
twonorm;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997896068033627;test;0.265417278333333;3;60;166;20;20;5180;binomial
agaricus_lepiota;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.56133461831667;3;20;70;10;20;5702;binomial
agaricus_lepiota;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.56133461831667;3;20;70;10;20;5702;binomial
confidence;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908148148148148;train;0.73494704;3;160;326;1;1;51;multinomial
confidence;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962962962962963;test;0.73494704;3;160;326;1;1;51;multinomial
604_fri_c4_500_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167486945758348;train;2.94889933;15;352;734;5;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319889647065241;test;2.94889933;15;352;734;5;10;350;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204510808206321;train;2.46146727666667;12;340;704;5;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.469099606688347;test;2.46146727666667;12;340;704;5;10;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.749720907145113;train;1.08670662501667;5;200;410;20;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857790303722324;test;1.08670662501667;5;200;410;20;50;175;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.447173318556087;train;0.0398265783333333;3;2;16;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316811827466103;test;0.0398265783333333;3;2;16;1;1;47;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.886122920543032;train;0.173161725;3;85;176;9;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831783402867955;test;0.173161725;3;85;176;9;25;700;continuous
192_vineyard;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511574119808013;train;0.915997471666667;5;200;410;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841052869208635;test;0.915997471666667;5;200;410;1;1;37;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856673593999697;train;0.82105791165;7;20;286;6;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820200399070694;test;0.82105791165;7;20;286;6;10;350;continuous
505_tecator;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0910761081287306;train;0.82759091;3;36;150;3;18;168;continuous
505_tecator;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.119539622806744;test;0.82759091;3;36;150;3;18;168;continuous
phoneme;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805623004901764;train;0.864277991683333;6;5;66;5;5;3783;binomial
phoneme;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792811093129874;test;0.864277991683333;6;5;66;5;5;3783;binomial
mnist;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670068499274233;train;295.657595436667;1;25;52;107;592;49000;multinomial
mnist;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.662716848248418;test;295.657595436667;1;25;52;107;592;49000;multinomial
529_pollen;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329293610240979;train;5.28691018166667;6;220;452;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48879137078212;test;5.28691018166667;6;220;452;4;4;2694;continuous
analcatdata_aids;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.631578947368421;train;0.07134656;3;12;90;1;3;35;binomial
analcatdata_aids;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777777777777778;test;0.07134656;3;12;90;1;3;35;binomial
wdbc;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996787603930461;train;0.65703373;3;160;326;22;22;399;binomial
wdbc;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996776556776557;test;0.65703373;3;160;326;22;22;399;binomial
195_auto_price;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421947303134524;train;1.43108773666667;7;240;494;6;10;112;continuous
195_auto_price;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323953539961015;test;1.43108773666667;7;240;494;6;10;112;continuous
cmc;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741772728731427;train;0.120122173333333;5;9;96;8;9;1032;multinomial
cmc;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.704876006346595;test;0.120122173333333;5;9;96;8;9;1032;multinomial
197_cpu_act;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155619593994435;train;4.20346975833333;3;160;326;16;16;5735;continuous
197_cpu_act;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183740553932926;test;4.20346975833333;3;160;326;16;16;5735;continuous
bupa;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691771459814106;train;1.56871909833333;7;240;494;5;5;242;binomial
bupa;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.652714932126697;test;1.56871909833333;7;240;494;5;5;242;binomial
604_fri_c4_500_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865899374497832;train;0.841684108333333;3;160;326;4;10;350;continuous
604_fri_c4_500_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82208413061484;test;0.841684108333333;3;160;326;4;10;350;continuous
heart_c;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946047008547009;train;1.25088124833333;6;220;452;12;13;213;binomial
heart_c;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900297619047619;test;1.25088124833333;6;220;452;12;13;213;binomial
clean2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966243001319496;train;3.88354270333333;9;216;450;107;109;4619;binomial
clean2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962448446713965;test;3.88354270333333;9;216;450;107;109;4619;binomial
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832240478299143;train;1.71657295;6;220;452;8;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865343881628261;test;1.71657295;6;220;452;8;10;700;continuous
iris;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980536332179931;train;0.621871781666667;3;160;326;2;3;105;multinomial
iris;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947265625;test;0.621871781666667;3;160;326;2;3;105;multinomial
segmentation;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124160627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999099063169662;train;1.42196545833333;3;160;326;13;13;1617;multinomial
segmentation;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124160627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999178824234398;test;1.42196545833333;3;160;326;13;13;1617;multinomial
cars;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792960481748521;train;0.141492165;7;7;106;3;7;275;multinomial
cars;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786952536952537;test;0.141492165;7;7;106;3;7;275;multinomial
613_fri_c3_250_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125180254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788556901154765;train;0.114109506666667;3;25;156;4;5;175;continuous
613_fri_c3_250_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125180254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810810987192535;test;0.114109506666667;3;25;156;4;5;175;continuous
prnn_synth;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939263322884013;train;0.108781068333333;6;8;112;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93172119487909;test;0.108781068333333;6;8;112;2;2;175;binomial
609_fri_c0_1000_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484910912429786;train;0.117662146666667;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482468545560397;test;0.117662146666667;3;25;156;5;5;700;continuous
503_wind;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465793500541426;train;2.1062148;11;224;470;14;14;4602;continuous
503_wind;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459461342890778;test;2.1062148;11;224;470;14;14;4602;continuous
611_fri_c3_100_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.761094140104465;train;0.644726905;12;8;204;3;4;70;continuous
611_fri_c3_100_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.05534975026843;test;0.644726905;12;8;204;3;4;70;continuous
561_cpu;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.147381133970036;train;0.784060306666667;6;14;184;5;7;147;continuous
561_cpu;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.1612104976234;test;0.784060306666667;6;14;184;5;7;147;continuous
schizo;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.675173320088574;train;4.26845003666667;20;500;1040;7;13;238;multinomial
schizo;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.601544622425629;test;4.26845003666667;20;500;1040;7;13;238;multinomial
626_fri_c2_500_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803377708602043;train;0.584796733333333;3;72;150;39;50;350;continuous
626_fri_c2_500_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832124934200378;test;0.584796733333333;3;72;150;39;50;350;continuous
603_fri_c0_250_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276207359088818;train;2.50582576333333;8;228;472;32;50;175;continuous
603_fri_c0_250_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.60972901823385;test;2.50582576333333;8;228;472;32;50;175;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608133625667134;train;7.68032910666667;7;45;334;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602601313294751;test;7.68032910666667;7;45;334;9;9;21773;continuous
glass;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125193038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8890356501091;train;2.72927845833333;20;365;770;3;9;144;multinomial
glass;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125193038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826688356502021;test;2.72927845833333;20;365;770;3;9;144;multinomial
591_fri_c1_100_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793276759774262;train;0.599344135016667;8;18;308;8;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.938021386102574;test;0.599344135016667;8;18;308;8;9;70;continuous
658_fri_c3_250_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787909083771785;train;0.358541795;6;125;312;12;25;175;continuous
658_fri_c3_250_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.923013274543533;test;0.358541795;6;125;312;12;25;175;continuous
mnist;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126091354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995391398224914;train;241.949699135;0;100;200;659;660;49000;multinomial
mnist;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126091354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993461351716456;test;241.949699135;0;100;200;659;660;49000;multinomial
607_fri_c4_1000_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225836472893498;train;1.640258365;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36968831686212;test;1.640258365;3;160;326;5;50;700;continuous
tae;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.688030372405372;train;0.623439381666667;3;160;326;4;5;106;multinomial
tae;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656410256410256;test;0.623439381666667;3;160;326;4;5;106;multinomial
547_no2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.514602044418899;train;1.36745897;6;220;452;7;7;350;continuous
547_no2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.650522686895792;test;1.36745897;6;220;452;7;7;350;continuous
tae;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.739251373626374;train;0.156010755;3;5;38;5;5;106;multinomial
tae;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6763197586727;test;0.156010755;3;5;38;5;5;106;multinomial
529_pollen;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445905636302861;train;0.301185075;3;8;60;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.451580899053664;test;0.301185075;3;8;60;4;4;2694;continuous
optdigits;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999540006235963;train;5.832244105;3;160;326;60;60;3934;multinomial
optdigits;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998216010706324;test;5.832244105;3;160;326;60;60;3934;multinomial
537_houses;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.558561450705642;train;3.61093201833333;7;224;462;6;6;14448;continuous
537_houses;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.550747115324384;test;3.61093201833333;7;224;462;6;6;14448;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807238889151402;train;0.736423888333333;9;207;438;16;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835754001453229;test;0.736423888333333;9;207;438;16;50;700;continuous
597_fri_c2_500_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829839819907622;train;1.49262665;6;220;452;5;5;350;continuous
597_fri_c2_500_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83758283216236;test;1.49262665;6;220;452;5;5;350;continuous
magic;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854513482655089;train;4.71552935333333;6;9;110;9;9;13314;binomial
magic;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849798584605172;test;4.71552935333333;6;9;110;9;9;13314;binomial
dermatology;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.4248352;6;26;226;23;26;257;multinomial
dermatology;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960339987316732;test;0.4248352;6;26;226;23;26;257;multinomial
522_pm10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888220075491793;train;1.74819171833333;10;14;292;3;7;350;continuous
522_pm10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8783886594841;test;1.74819171833333;10;14;292;3;7;350;continuous
503_wind;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400344405979381;train;5.34833296;3;160;326;14;14;4602;continuous
503_wind;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438992237044523;test;5.34833296;3;160;326;14;14;4602;continuous
analcatdata_germangss;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731156028036935;train;0.04409604165;3;5;36;1;5;280;multinomial
analcatdata_germangss;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707431333389348;test;0.04409604165;3;5;36;1;5;280;multinomial
australian;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903276239446896;train;0.331551851666667;6;54;292;2;14;483;binomial
australian;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914591586493115;test;0.331551851666667;6;54;292;2;14;483;binomial
201_pol;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216838488909799;train;19.4827883733333;6;220;452;13;26;10500;continuous
201_pol;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228732582225139;test;19.4827883733333;6;220;452;13;26;10500;continuous
phoneme;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967092798892034;train;2.624227775;3;160;326;5;5;3783;binomial
phoneme;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93959383365642;test;2.624227775;3;160;326;5;5;3783;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.540665526736543;train;0.0331576966666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.525053240036507;test;0.0331576966666667;3;4;32;1;1;849;binomial
pima;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84888540899042;train;0.913351285016667;7;8;120;8;8;538;binomial
pima;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815557729941292;test;0.913351285016667;7;8;120;8;8;538;binomial
529_pollen;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124202341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396584108321053;train;2.67002315166667;3;160;326;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124202341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491385874710521;test;2.67002315166667;3;160;326;4;4;2694;continuous
biomed;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94901185770751;train;0.553521978333333;3;160;326;8;8;147;binomial
biomed;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960714285714286;test;0.553521978333333;3;160;326;8;8;147;binomial
wine_recognition;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999627976190476;train;0.633260271666667;3;160;326;5;13;125;multinomial
wine_recognition;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997032828282828;test;0.633260271666667;3;160;326;5;13;125;multinomial
wdbc;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995504468612038;train;0.197879588333333;3;79;166;14;21;399;binomial
wdbc;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984522405660377;test;0.197879588333333;3;79;166;14;21;399;binomial
vehicle;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916794922202367;train;0.17773877;6;13;150;11;13;593;multinomial
vehicle;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898834101310976;test;0.17773877;6;13;150;11;13;593;multinomial
658_fri_c3_250_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.879934693670349;train;0.998685358333333;5;50;234;12;25;175;continuous
658_fri_c3_250_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.773258502866883;test;0.998685358333333;5;50;234;12;25;175;continuous
561_cpu;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124190148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.150010705750177;train;2.342392375;16;14;464;6;7;147;continuous
561_cpu;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124190148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.170816890280317;test;2.342392375;16;14;464;6;7;147;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198944442950856;train;1.00662560333333;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294831409470981;test;1.00662560333333;3;160;326;5;5;700;continuous
coil2000;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717250754076592;train;8.32453649166667;0;5;10;2;59;6876;binomial
coil2000;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658109957739303;test;8.32453649166667;0;5;10;2;59;6876;binomial
522_pm10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836503392700126;train;0.299593455;5;35;250;5;7;350;continuous
522_pm10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835932007461144;test;0.299593455;5;35;250;5;7;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168841320170519;train;3.03621317333333;20;427;894;5;5;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353602822790412;test;3.03621317333333;20;427;894;5;5;350;continuous
608_fri_c3_1000_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125132743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832755863267154;train;0.45664159;3;20;130;7;10;700;continuous
608_fri_c3_1000_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125132743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848214203639843;test;0.45664159;3;20;130;7;10;700;continuous
calendarDOW;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780536147361864;train;6.05984295666667;11;15;290;3;15;280;multinomial
calendarDOW;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735873429152532;test;6.05984295666667;11;15;290;3;15;280;multinomial
564_fried;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488233579823997;train;5.33883867;8;228;472;10;10;28538;continuous
564_fried;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487574353550199;test;5.33883867;8;228;472;10;10;28538;continuous
sonar;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981390977443609;train;1.44647127166667;8;260;536;56;60;146;binomial
sonar;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882539682539683;test;1.44647127166667;8;260;536;56;60;146;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.151340681666667;3;24;158;6;6;65;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888888888888889;test;0.151340681666667;3;24;158;6;6;65;binomial
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1096_FacultySalaries;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208014494152367;train;1.32626828833333;10;273;566;1;2;35;continuous
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allrep;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942853840762034;train;30.4303610983333;11;24;410;13;24;2641;multinomial
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631_fri_c1_500_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176324971409457;train;1.54058493333333;9;264;546;5;5;350;continuous
631_fri_c1_500_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356270347612857;test;1.54058493333333;9;264;546;5;5;350;continuous
522_pm10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841462396749374;train;1.75961002;8;14;222;7;7;350;continuous
522_pm10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831674637605896;test;1.75961002;8;14;222;7;7;350;continuous
582_fri_c1_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795572923519165;train;0.177923898333333;3;90;186;5;25;350;continuous
582_fri_c1_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856962820935432;test;0.177923898333333;3;90;186;5;25;350;continuous
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594_fri_c2_100_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839385640988838;train;0.120112548333333;3;25;166;1;5;70;continuous
594_fri_c2_100_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.12931050561226;test;0.120112548333333;3;25;166;1;5;70;continuous
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hepatitis;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.571428571428571;test;1.907094075;9;18;326;10;18;109;binomial
596_fri_c2_250_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798432313941904;train;0.956370135;3;160;326;5;5;175;continuous
596_fri_c2_250_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839582869611291;test;0.956370135;3;160;326;5;5;175;continuous
haberman;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125132356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.759143463898065;train;2.57430955833333;13;360;746;3;3;215;binomial
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clean2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999960846870994;train;8.40909697666667;8;260;536;8;104;4619;binomial
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590_fri_c0_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490126930833383;train;1.48775183;5;200;410;50;50;700;continuous
590_fri_c0_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478498567660459;test;1.48775183;5;200;410;50;50;700;continuous
658_fri_c3_250_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265894123168798;train;3.15869115166667;17;388;810;3;25;175;continuous
658_fri_c3_250_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425028694804429;test;3.15869115166667;17;388;810;3;25;175;continuous
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tokyo1;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966648814450557;train;3.74360939166667;10;21;360;7;21;672;binomial
tokyo1;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961558149058149;test;3.74360939166667;10;21;360;7;21;672;binomial
fars;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90283719512457;train;95.1422271566667;0;5;10;21;21;70678;multinomial
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flags;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776022850335716;train;1.58078260498333;7;240;494;6;40;125;multinomial
flags;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656879910213244;test;1.58078260498333;7;240;494;6;40;125;multinomial
617_fri_c3_500_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197676352647909;train;1.78179237833333;12;319;662;5;5;350;continuous
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557_analcatdata_apnea1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.33862757036813;train;0.091626255;3;15;120;0;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.157973122043711;test;0.091626255;3;15;120;0;3;333;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868734138667254;train;1.02501700333333;3;160;326;5;25;700;continuous
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nikuradse_2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.111633999356232;train;0.486654496666667;3;160;326;1;1;254;continuous
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clean1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.429581345;3;112;230;2;94;334;binomial
clean1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.429581345;3;112;230;2;94;334;binomial
banana;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.552313487081213;train;3.29648465;20;389;818;2;2;3710;binomial
banana;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.533287251047652;test;3.29648465;20;389;818;2;2;3710;binomial
294_satellite_image;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455639227227511;train;0.428912131666667;6;112;302;24;25;4505;continuous
294_satellite_image;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463239243549377;test;0.428912131666667;6;112;302;24;25;4505;continuous
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.517332275;11;24;496;6;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702380952380952;test;0.517332275;11;24;496;6;6;65;binomial
cloud;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.682529533552551;train;0.116542103333333;6;6;80;4;6;76;multinomial
cloud;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.520899470899471;test;0.116542103333333;6;6;80;4;6;76;multinomial
dermatology;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99838739072564;train;0.784692595;3;160;326;24;26;257;multinomial
dermatology;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990076699068947;test;0.784692595;3;160;326;24;26;257;multinomial
dis;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726261945601568;train;3.427197905;18;387;810;23;25;2641;binomial
dis;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.663575904847167;test;3.427197905;18;387;810;23;25;2641;binomial
623_fri_c4_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125204218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837196149711304;train;0.867362718333333;3;160;326;7;10;700;continuous
623_fri_c4_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125204218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827021916498683;test;0.867362718333333;3;160;326;7;10;700;continuous
breast_cancer;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.775148266423358;train;0.569553408333333;3;160;326;4;9;201;binomial
breast_cancer;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.675967261904762;test;0.569553408333333;3;160;326;4;9;201;binomial
labor;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998575498575499;train;0.553342871666667;5;15;152;3;15;40;binomial
labor;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871428571428572;test;0.553342871666667;5;15;152;3;15;40;binomial
nikuradse_2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.10835652722502;train;1.19007437833333;7;240;494;1;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159187669833968;test;1.19007437833333;7;240;494;1;1;254;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205246626914957;train;2.57445285665;12;340;704;4;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373071010880998;test;2.57445285665;12;340;704;4;5;350;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125152209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209988007255236;train;5.416068065;16;388;808;5;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125152209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378760268869301;test;5.416068065;16;388;808;5;25;700;continuous
608_fri_c3_1000_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125203418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825451180576057;train;0.512742999983333;9;50;418;5;10;700;continuous
608_fri_c3_1000_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125203418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880767670806707;test;0.512742999983333;9;50;418;5;10;700;continuous
sonar;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125141610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921734234234234;train;13.0739197933333;20;59;852;25;59;146;binomial
sonar;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125141610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.806486486486486;test;13.0739197933333;20;59;852;25;59;146;binomial
589_fri_c2_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808553668447962;train;0.879559311666667;5;50;230;22;25;700;continuous
589_fri_c2_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819497569904097;test;0.879559311666667;5;50;230;22;25;700;continuous
ionosphere;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986336702683862;train;0.226919078333333;3;81;174;30;32;246;binomial
ionosphere;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910636442894507;test;0.226919078333333;3;81;174;30;32;246;binomial
coil2000;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708055935240731;train;9.73476773333333;0;5;10;2;59;6876;binomial
coil2000;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.698428955271061;test;9.73476773333333;0;5;10;2;59;6876;binomial
666_rmftsa_ladata;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492802039402283;train;0.827430611666667;3;160;326;5;10;356;continuous
666_rmftsa_ladata;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658963149432617;test;0.827430611666667;3;160;326;5;10;356;continuous
ann_thyroid;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997014793423623;train;2.20975974665;3;160;326;5;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995316536465605;test;2.20975974665;3;160;326;5;21;5040;multinomial
cleveland;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126103530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693404330339814;train;6.29832336333333;18;13;436;6;13;213;multinomial
cleveland;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126103530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.654489555256065;test;6.29832336333333;18;13;436;6;13;213;multinomial
nikuradse_2;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840871117831297;train;0.966083738333333;3;160;326;0;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743468290883518;test;0.966083738333333;3;160;326;0;1;254;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4917766736459;train;0.190150936666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517119548722809;test;0.190150936666667;3;10;72;5;5;175;continuous
sleep;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860105523195837;train;5.30408687;8;13;210;9;13;74136;multinomial
sleep;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858311592118648;test;5.30408687;8;13;210;9;13;74136;multinomial
cloud;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954069374785487;train;1.18579711666667;6;220;452;2;7;76;multinomial
cloud;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.583730158730159;test;1.18579711666667;6;220;452;2;7;76;multinomial
clean2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97465039793126;train;0.57506971;3;80;166;103;104;4619;binomial
clean2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970553021889301;test;0.57506971;3;80;166;103;104;4619;binomial
wine_recognition;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999474053295933;train;0.779505421666667;3;13;88;6;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.779505421666667;3;13;88;6;13;125;multinomial
glass2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983516483516483;train;1.77398572666667;10;300;620;6;8;115;binomial
glass2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930555555555556;test;1.77398572666667;10;300;620;6;8;115;binomial
617_fri_c3_500_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177622925944696;train;2.03132307833333;13;328;682;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395059662903047;test;2.03132307833333;13;328;682;5;5;350;continuous
294_satellite_image;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.448884902829094;train;0.215158661666667;3;85;176;24;24;4505;continuous
294_satellite_image;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469959177118266;test;0.215158661666667;3;85;176;24;24;4505;continuous
spambase;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985773436457122;train;0.291549749983333;3;80;166;52;54;3221;binomial
spambase;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980984230717115;test;0.291549749983333;3;80;166;52;54;3221;binomial
589_fri_c2_1000_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807688025833654;train;1.63476714333333;11;256;534;5;25;700;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836469025055598;test;1.63476714333333;11;256;534;5;25;700;continuous
dermatology;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.91999150666667;5;25;178;22;25;257;multinomial
dermatology;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995872549019608;test;4.91999150666667;5;25;178;22;25;257;multinomial
breast_w;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998989974562322;train;0.732286475;3;160;326;9;9;490;binomial
breast_w;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993309720582448;test;0.732286475;3;160;326;9;9;490;binomial
197_cpu_act;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324869134148652;train;0.311866903333333;5;90;260;4;18;5735;continuous
197_cpu_act;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331285326275931;test;0.311866903333333;5;90;260;4;18;5735;continuous
lupus;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.0558994483333333;3;8;64;1;2;61;binomial
lupus;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793939393939394;test;0.0558994483333333;3;8;64;1;2;61;binomial
breast_cancer_wisconsin;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972972972972973;train;0.62501619;3;160;326;1;22;399;binomial
breast_cancer_wisconsin;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951282429245283;test;0.62501619;3;160;326;1;22;399;binomial
labor;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.205174648333333;3;15;60;13;15;40;binomial
labor;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766666666666667;test;0.205174648333333;3;15;60;13;15;40;binomial
banana;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.531433804060018;train;4.19133206333333;16;420;872;1;2;3710;binomial
banana;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.534328448627691;test;4.19133206333333;16;420;872;1;2;3710;binomial
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.397565809217289;train;1.95633540166667;6;127;276;52;70;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.384893308414176;test;1.95633540166667;6;127;276;52;70;742;continuous
contraceptive;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732249420267628;train;1.711906005;5;200;410;4;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.700751040585035;test;1.711906005;5;200;410;4;9;1032;multinomial
dermatology;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979063041890671;train;0.734476276666667;10;26;390;6;26;257;multinomial
dermatology;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938060437982919;test;0.734476276666667;10;26;390;6;26;257;multinomial
537_houses;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.505567590867459;train;13.4591695233333;6;220;452;5;6;14448;continuous
537_houses;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522794906157663;test;13.4591695233333;6;220;452;5;6;14448;continuous
564_fried;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485837821449389;train;1.1354742;3;20;134;5;10;28538;continuous
564_fried;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493686855345611;test;1.1354742;3;20;134;5;10;28538;continuous
1595_poker;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.748541815617185;train;242.036693743333;0;100;200;5;10;717507;continuous
1595_poker;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.747735471111159;test;242.036693743333;0;100;200;5;10;717507;continuous
banana;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545415865296047;train;0.18378847;5;2;24;2;2;3710;binomial
banana;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.53832642674004;test;0.18378847;5;2;24;2;2;3710;binomial
631_fri_c1_500_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808853204092238;train;0.118599468333333;3;25;156;5;5;350;continuous
631_fri_c1_500_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870647272570872;test;0.118599468333333;3;25;156;5;5;350;continuous
iris;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9953125;train;0.0269647116666667;3;3;24;1;3;105;multinomial
iris;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985185185185185;test;0.0269647116666667;3;3;24;1;3;105;multinomial
profb;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.726258757015855;train;3.28164237831667;18;460;956;8;9;471;binomial
profb;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.665376226826608;test;3.28164237831667;18;460;956;8;9;471;binomial
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125094716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290443370545803;train;1.41380405166667;9;232;482;8;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125094716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417811326018637;test;1.41380405166667;9;232;482;8;25;700;continuous
633_fri_c0_500_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.502518436846845;train;1.334199105;5;200;410;13;25;350;continuous
633_fri_c0_500_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522165976064215;test;1.334199105;5;200;410;13;25;350;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612482927064576;train;4.46534040833333;12;228;480;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611545491158526;test;4.46534040833333;12;228;480;9;9;21773;continuous
344_mv;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454084546562217;train;0.667316643333333;9;45;418;9;9;28538;continuous
344_mv;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451613474179176;test;0.667316643333333;9;45;418;9;9;28538;continuous
biomed;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125205116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994377342773844;train;0.568377058333333;3;160;326;8;8;147;binomial
biomed;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125205116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931623931623932;test;0.568377058333333;3;160;326;8;8;147;binomial
581_fri_c3_500_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826703470609414;train;0.809263538316667;3;160;326;5;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890645686268238;test;0.809263538316667;3;160;326;5;25;350;continuous
spambase;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810414070465617;train;5.47409882831667;8;54;346;18;54;3221;binomial
spambase;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785181684520059;test;5.47409882831667;8;54;346;18;54;3221;binomial
analcatdata_asbestos;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125190738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922988505747126;train;0.61627925;3;160;326;2;3;59;binomial
analcatdata_asbestos;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125190738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71875;test;0.61627925;3;160;326;2;3;59;binomial
529_pollen;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124171908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445871327473059;train;0.206349373333333;6;20;266;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124171908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451309831592735;test;0.206349373333333;6;20;266;4;4;2694;continuous
waveform_40;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969381158829103;train;2.38111673666667;5;200;410;23;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971110148801374;test;2.38111673666667;5;200;410;23;40;3500;multinomial
collins;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.53281103833333;3;160;326;1;20;340;multinomial
collins;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.53281103833333;3;160;326;1;20;340;multinomial
645_fri_c3_500_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269076706017803;train;3.09281435166667;5;200;410;7;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375786743495318;test;3.09281435166667;5;200;410;7;50;350;continuous
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657_fri_c2_250_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8687294313956;test;0.916695591666667;3;160;326;2;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80089249373257;train;0.355154803333333;8;50;376;6;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814090247454927;test;0.355154803333333;8;50;376;6;10;175;continuous
589_fri_c2_1000_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79456912602906;train;0.164162375;3;85;176;13;25;700;continuous
589_fri_c2_1000_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870484130742595;test;0.164162375;3;85;176;13;25;700;continuous
analcatdata_asbestos;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862847222222222;train;0.619017275;3;160;326;3;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892857142857143;test;0.619017275;3;160;326;3;3;59;binomial
heart_c;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921169569854248;train;1.22378669333333;10;13;264;7;13;213;binomial
heart_c;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899452463912394;test;1.22378669333333;10;13;264;7;13;213;binomial
606_fri_c2_1000_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182049104949987;train;3.08207339166667;8;260;536;5;10;700;continuous
606_fri_c2_1000_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289724304397204;test;3.08207339166667;8;260;536;5;10;700;continuous
mfeat_karhunen;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999514660469913;train;2.45861779833333;3;160;326;64;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997819980502421;test;2.45861779833333;3;160;326;64;64;1400;multinomial
credit_g;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816173874879545;train;3.79122797998333;11;20;432;20;20;700;binomial
credit_g;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.786408306035201;test;3.79122797998333;11;20;432;20;20;700;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0463079116666667;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0463079116666667;3;4;32;0;1;849;binomial
344_mv;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431259380571744;train;3.29939785166667;6;20;254;8;10;28538;continuous
344_mv;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.428147512698912;test;3.29939785166667;6;20;254;8;10;28538;continuous
1201_BNG_breastTumor;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.895304858060722;train;31.8335646816667;0;100;200;5;9;81648;continuous
1201_BNG_breastTumor;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.90060329063441;test;31.8335646816667;0;100;200;5;9;81648;continuous
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527_analcatdata_election2000;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0894114242113633;train;1.06605565165;5;200;410;2;2;47;continuous
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634_fri_c2_100_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329901406182865;train;1.235889215;6;220;452;2;9;70;continuous
634_fri_c2_100_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.513799489228589;test;1.235889215;6;220;452;2;9;70;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914372038931872;train;0.858858473316667;7;45;334;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916716882131173;test;0.858858473316667;7;45;334;9;9;81648;continuous
titanic;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79996579802672;train;1.90850730833333;9;248;514;7;8;1545;binomial
titanic;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.782615178938708;test;1.90850730833333;9;248;514;7;8;1545;binomial
678_visualizing_environmental;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.771336512313908;train;0.23281588;5;6;72;3;3;78;continuous
678_visualizing_environmental;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.647852832784527;test;0.23281588;5;6;72;3;3;78;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125182020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141820586717904;train;3.16268670166667;15;400;830;5;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125182020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269678316482167;test;3.16268670166667;15;400;830;5;50;700;continuous
analcatdata_germangss;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827107524888322;train;2.75429042666667;20;300;640;4;5;280;multinomial
analcatdata_germangss;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.741010237842035;test;2.75429042666667;20;300;640;4;5;280;multinomial
auto;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995310715854194;train;1.59840098166667;7;240;494;19;20;142;multinomial
auto;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938987150415722;test;1.59840098166667;7;240;494;19;20;142;multinomial
movement_libras;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125144041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.89775377;8;21;308;15;21;252;multinomial
movement_libras;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125144041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835078274899703;test;0.89775377;8;21;308;15;21;252;multinomial
666_rmftsa_ladata;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.542838274264339;train;2.20976321833333;12;340;704;9;10;356;continuous
666_rmftsa_ladata;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61976911103859;test;2.20976321833333;12;340;704;9;10;356;continuous
mfeat_karhunen;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999680178589144;train;2.51160182833333;3;160;326;54;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99481779092481;test;2.51160182833333;3;160;326;54;64;1400;multinomial
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126094933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.388804139367609;train;0.824851606666667;3;160;326;49;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126094933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.388598054719059;test;0.824851606666667;3;160;326;49;71;742;continuous
cleve;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126093211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938825008983112;train;1.71163681166667;9;280;578;12;13;213;binomial
cleve;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126093211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895750988142293;test;1.71163681166667;9;280;578;12;13;213;binomial
581_fri_c3_500_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198410928850431;train;2.121987045;10;300;620;5;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340801642963955;test;2.121987045;10;300;620;5;25;350;continuous
192_vineyard;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.54655114220351;train;0.582102695;3;160;326;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.600743389927279;test;0.582102695;3;160;326;1;1;37;continuous
churn;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96510592165215;train;2.31735281333333;3;160;326;14;15;3500;binomial
churn;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893213212756988;test;2.31735281333333;3;160;326;14;15;3500;binomial
adult;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884416089787697;train;16.662206635;3;12;78;5;12;34190;binomial
adult;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880877534034566;test;16.662206635;3;12;78;5;12;34190;binomial
678_visualizing_environmental;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750287958637382;train;0.133741685;6;15;168;3;3;78;continuous
678_visualizing_environmental;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.662502480881662;test;0.133741685;6;15;168;3;3;78;continuous
adult;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92378305573568;train;32.82701709;5;200;410;11;12;34190;binomial
adult;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913835099608235;test;32.82701709;5;200;410;11;12;34190;binomial
clean2;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959361875351933;train;3.38563870833333;7;208;430;101;103;4619;binomial
clean2;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95758406389565;test;3.38563870833333;7;208;430;101;103;4619;binomial
labor;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.320995916666667;3;112;230;10;15;40;binomial
labor;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.783333333333333;test;0.320995916666667;3;112;230;10;15;40;binomial
wine_quality_white;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88877517326121;train;2.84084432666667;3;160;326;11;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.792530272465031;test;2.84084432666667;3;160;326;11;11;3429;multinomial
4544_GeographicalOriginalofMusic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433025917801969;train;1.33629484;14;258;648;47;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449015946432385;test;1.33629484;14;258;648;47;71;742;continuous
mfeat_factors;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.64783691666667;5;106;222;109;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989830528077218;test;1.64783691666667;5;106;222;109;133;1400;multinomial
hypothyroid;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997665664491213;train;1.64501112333333;3;160;326;5;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975286394645386;test;1.64501112333333;3;160;326;5;20;2215;binomial
contraceptive;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.746175842456263;train;2.45694771166667;8;260;536;7;9;1032;multinomial
contraceptive;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711037717515787;test;2.45694771166667;8;260;536;7;9;1032;multinomial
vehicle;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946999103626367;train;0.51219063;16;13;358;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933428522657259;test;0.51219063;16;13;358;13;13;593;multinomial
225_puma8NH;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496348505837359;train;4.09367454;3;160;326;5;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524276859709046;test;4.09367454;3;160;326;5;8;5735;continuous
tae;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.692028162616398;train;0.472778453333333;10;4;86;3;4;106;multinomial
tae;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742222222222222;test;0.472778453333333;10;4;86;3;4;106;multinomial
spectf;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934763649049363;train;3.35410698833333;9;44;388;21;44;245;binomial
spectf;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838107638888889;test;3.35410698833333;9;44;388;21;44;245;binomial
1089_USCrime;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.359267710230919;train;0.169538111666667;5;8;92;3;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.362522185695264;test;0.169538111666667;5;8;92;3;4;33;continuous
satimage;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980829540000856;train;35.1650069483333;3;24;120;22;24;4505;multinomial
satimage;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977657490353416;test;35.1650069483333;3;24;120;22;24;4505;multinomial
207_autoPrice;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.562908379586952;train;1.33744968166667;12;20;396;3;10;112;continuous
207_autoPrice;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.622726135429666;test;1.33744968166667;12;20;396;3;10;112;continuous
analcatdata_bankruptcy;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125202316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935855263157895;train;0.914293113333333;7;240;494;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125202316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935185185185185;test;0.914293113333333;7;240;494;2;3;35;binomial
analcatdata_aids;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618421052631579;train;0.0706527183333333;3;3;24;1;3;35;binomial
analcatdata_aids;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851851851851852;test;0.0706527183333333;3;3;24;1;3;35;binomial
saheart;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739044886247182;train;0.50422322165;10;36;452;5;9;324;binomial
saheart;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805380940407342;test;0.50422322165;10;36;452;5;9;324;binomial
695_chatfield_4;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.337036096667088;train;0.938519353333333;6;18;232;9;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343594692710142;test;0.938519353333333;6;18;232;9;9;165;continuous
titanic;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.821330385598435;train;2.70779047166667;13;305;636;6;7;1545;binomial
titanic;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.818639012208657;test;2.70779047166667;13;305;636;6;7;1545;binomial
agaricus_lepiota;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999043259811577;train;2.97778959333333;3;20;70;10;20;5702;binomial
agaricus_lepiota;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998727509946362;test;2.97778959333333;3;20;70;10;20;5702;binomial
colic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124161500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815009284753794;train;2.22016250666667;15;368;766;4;22;258;binomial
colic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124161500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85590465872156;test;2.22016250666667;15;368;766;4;22;258;binomial
cleve;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930213464696223;train;2.15975758666667;11;13;280;5;13;213;binomial
cleve;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887883358471594;test;2.15975758666667;11;13;280;5;13;213;binomial
225_puma8NH;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.738464041770729;train;0.383286901666667;8;40;376;2;8;5735;continuous
225_puma8NH;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771016541741819;test;0.383286901666667;8;40;376;2;8;5735;continuous
glass2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.764041514041514;train;0.245798583333333;3;8;58;8;8;115;binomial
glass2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826388888888889;test;0.245798583333333;3;8;58;8;8;115;binomial
horse_colic;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126091124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957754820030269;train;1.74875448333333;7;240;494;11;22;258;binomial
horse_colic;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126091124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88991452991453;test;1.74875448333333;7;240;494;11;22;258;binomial
letter;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980900267780232;train;59.49286193;1;16;42;16;16;14000;multinomial
letter;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980925116109544;test;59.49286193;1;16;42;16;16;14000;multinomial
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826593455398144;train;1.39453606333333;5;200;410;3;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819441313245011;test;1.39453606333333;5;200;410;3;10;700;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.27361431216971;train;1.63264641333333;7;240;494;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.218349671920205;test;1.63264641333333;7;240;494;3;3;333;continuous
prnn_crabs;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0961771233333333;3;16;100;4;4;140;binomial
prnn_crabs;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995475113122172;test;0.0961771233333333;3;16;100;4;4;140;binomial
589_fri_c2_1000_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795324647031688;train;0.272694888333333;5;121;260;15;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854869352596902;test;0.272694888333333;5;121;260;15;25;700;continuous
564_fried;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354854421093268;train;33.88102702665;3;160;326;5;10;28538;continuous
564_fried;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366266816745552;test;33.88102702665;3;160;326;5;10;28538;continuous
biomed;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125205116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971261974177426;train;0.150836303333333;3;32;158;6;8;147;binomial
biomed;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125205116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900641025641026;test;0.150836303333333;3;32;158;6;8;147;binomial
satimage;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993501764172454;train;2.95263332166667;3;160;326;27;27;4505;multinomial
satimage;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982900245667593;test;2.95263332166667;3;160;326;27;27;4505;multinomial
fars;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124200105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887725945902153;train;12.7852207633333;5;21;202;11;21;70678;multinomial
fars;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124200105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902057386949229;test;12.7852207633333;5;21;202;11;21;70678;multinomial
breast_w;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.476579233333333;7;36;318;8;9;490;binomial
breast_w;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974351175993512;test;0.476579233333333;7;36;318;8;9;490;binomial
wine_quality_white;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.657317430084776;train;1.50323475833333;3;11;68;1;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.587377689162276;test;1.50323475833333;3;11;68;1;11;3429;multinomial
banana;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.547156435959903;train;0.871975371683333;3;160;326;2;2;3710;binomial
banana;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.534767925736236;test;0.871975371683333;3;160;326;2;2;3710;binomial
603_fri_c0_250_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.590818587982375;train;0.399113833333333;5;130;270;18;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431536873634745;test;0.399113833333333;5;130;270;18;50;175;continuous
pendigits;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999926073341746;train;4.70536889166667;3;160;326;15;16;7695;multinomial
pendigits;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999716215587524;test;4.70536889166667;3;160;326;15;16;7695;multinomial
643_fri_c2_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210926016570504;train;2.779660545;13;352;730;8;25;350;continuous
643_fri_c2_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380412343877712;test;2.779660545;13;352;730;8;25;350;continuous
waveform_21;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965887614605758;train;2.45816450333333;5;200;410;19;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96594699388042;test;2.45816450333333;5;200;410;19;21;3500;multinomial
503_wind;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457132884125475;train;0.94425983;5;70;260;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453951206380206;test;0.94425983;5;70;260;14;14;4602;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264750504992315;train;1.56080372831667;7;240;494;5;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423356179706475;test;1.56080372831667;7;240;494;5;25;175;continuous
penguins;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.05808781;3;7;48;5;7;241;multinomial
penguins;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992770034843206;test;0.05808781;3;7;48;5;7;241;multinomial
1201_BNG_breastTumor;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.897324413903616;train;46.3972105983333;1;120;242;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.900944285960404;test;46.3972105983333;1;120;242;9;9;81648;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814534421109231;train;37.377891745;1;120;242;10;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813836524956726;test;37.377891745;1;120;242;10;18;700000;continuous
mfeat_morphological;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916621182321562;train;0.0424805083333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912887518415055;test;0.0424805083333333;3;2;16;2;2;1400;multinomial
218_house_8L;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45991557928695;train;0.578737990016667;9;40;418;7;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.448929103901667;test;0.578737990016667;9;40;418;7;8;15949;continuous
227_cpu_small;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315042299020729;train;0.300684571666667;6;60;302;3;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318121724018364;test;0.300684571666667;6;60;302;3;12;5735;continuous
collins;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.80711290166667;3;13;64;1;20;340;multinomial
collins;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;4.80711290166667;3;13;64;1;20;340;multinomial
colic;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887718511878082;train;1.06822234;16;87;720;2;22;258;binomial
colic;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857168652943301;test;1.06822234;16;87;720;2;22;258;binomial
663_rabe_266;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.11832467957258;train;0.0824074983333333;3;4;32;2;2;84;continuous
663_rabe_266;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.120879001860515;test;0.0824074983333333;3;4;32;2;2;84;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264445246419012;train;3.18919046666667;10;252;524;16;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435473948319065;test;3.18919046666667;10;252;524;16;50;350;continuous
prnn_crabs;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999795876709532;train;0.0635911433333333;3;12;82;3;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994438264738598;test;0.0635911433333333;3;12;82;3;3;140;binomial
663_rabe_266;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134143396608776;train;0.899748593333333;3;160;326;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.146652654032368;test;0.899748593333333;3;160;326;2;2;84;continuous
collins;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.287112975;3;160;326;10;20;340;multinomial
collins;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.287112975;3;160;326;10;20;340;multinomial
waveform_21;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125101417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968802759134756;train;1.69949986666667;3;160;326;19;21;3500;multinomial
waveform_21;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125101417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968738304383242;test;1.69949986666667;3;160;326;19;21;3500;multinomial
522_pm10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.575674627277664;train;1.16475715;5;200;410;6;7;350;continuous
522_pm10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.732062671610586;test;1.16475715;5;200;410;6;7;350;continuous
634_fri_c2_100_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795794464139622;train;0.411667741666667;8;50;386;3;10;70;continuous
634_fri_c2_100_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794111592206411;test;0.411667741666667;8;50;386;3;10;70;continuous
1201_BNG_breastTumor;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124193928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.897424718156373;train;30.7192310783333;3;160;326;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124193928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.901356052652564;test;30.7192310783333;3;160;326;9;9;81648;continuous
analcatdata_japansolvent;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908823529411765;train;0.13876769;5;5;56;3;5;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785714285714286;test;0.13876769;5;5;56;3;5;37;binomial
225_puma8NH;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755819919789287;train;0.847232885;5;16;176;3;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.766396561965851;test;0.847232885;5;16;176;3;8;5735;continuous
allbp;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996341988489082;train;2.37569208166667;3;160;326;25;25;2641;multinomial
allbp;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989232174351222;test;2.37569208166667;3;160;326;25;25;2641;multinomial
584_fri_c4_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809562164268765;train;0.359614803333333;6;125;312;13;25;350;continuous
584_fri_c4_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795647713406253;test;0.359614803333333;6;125;312;13;25;350;continuous
1030_ERA;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.737150152487814;train;0.668481028333333;3;160;326;4;4;700;continuous
1030_ERA;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794099991460151;test;0.668481028333333;3;160;326;4;4;700;continuous
fars;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8948805437009;train;39.4126214383333;0;5;10;21;21;70678;multinomial
fars;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907417863507203;test;39.4126214383333;0;5;10;21;21;70678;multinomial
sonar;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.97270583166667;20;500;1040;24;60;146;binomial
sonar;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900641025641026;test;3.97270583166667;20;500;1040;24;60;146;binomial
593_fri_c1_1000_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82008840448495;train;0.851549961666667;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826712095775562;test;0.851549961666667;3;160;326;10;10;700;continuous
1030_ERA;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.75533723953554;train;1.53489176833333;20;276;592;3;4;700;continuous
1030_ERA;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810032166784386;test;1.53489176833333;20;276;592;3;4;700;continuous
519_vinnie;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474041718988432;train;0.150985668333333;3;4;32;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490214500672654;test;0.150985668333333;3;4;32;1;2;266;continuous
mfeat_zernike;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124183622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991409045086796;train;0.67392692;5;32;220;31;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124183622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963654414716197;test;0.67392692;5;32;220;31;32;1400;multinomial
cmc;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811317197178703;train;2.745234785;11;320;662;4;9;1032;multinomial
cmc;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758036910081893;test;2.745234785;11;320;662;4;9;1032;multinomial
647_fri_c1_250_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810876812844303;train;0.263264961666667;6;50;292;5;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858270001822547;test;0.263264961666667;6;50;292;5;10;175;continuous
mfeat_morphological;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916213792054218;train;0.0445615666666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914498323826829;test;0.0445615666666667;3;2;16;2;2;1400;multinomial
sonar;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80169014084507;train;1.34655339166667;15;190;678;5;60;146;binomial
sonar;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898504273504274;test;1.34655339166667;15;190;678;5;60;146;binomial
texture;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999900496132691;train;6.123844545;6;204;420;10;12;3850;multinomial
texture;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999785194068223;test;6.123844545;6;204;420;10;12;3850;multinomial
backache;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815051647811117;train;2.14126517666667;10;31;432;22;31;126;binomial
backache;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.713541666666667;test;2.14126517666667;10;31;432;22;31;126;binomial
1201_BNG_breastTumor;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.91632698814735;train;1.80145643335;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.919569633825147;test;1.80145643335;3;18;122;9;9;81648;continuous
225_puma8NH;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753712716266254;train;0.33300169;8;40;376;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782497851851953;test;0.33300169;8;40;376;2;8;5735;continuous
592_fri_c4_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254282711249641;train;1.27551015166667;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356529657573336;test;1.27551015166667;3;160;326;5;25;700;continuous
218_house_8L;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374746276793086;train;14.1111023483333;6;220;452;8;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370508999583677;test;14.1111023483333;6;220;452;8;8;15949;continuous
687_sleuth_ex1605;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.623909770076334;train;0.266152563333333;7;25;296;4;5;44;continuous
687_sleuth_ex1605;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509184385812826;test;0.266152563333333;7;25;296;4;5;44;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487360230106915;train;0.126095735;3;50;166;10;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528848405527582;test;0.126095735;3;50;166;10;10;700;continuous
195_auto_price;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.405297694003343;train;1.36165692833333;5;200;410;4;10;112;continuous
195_auto_price;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.397266447113748;test;1.36165692833333;5;200;410;4;10;112;continuous
heart_c;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125190742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898260481712757;train;2.35282369166667;12;13;284;3;13;213;binomial
heart_c;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125190742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841415141019297;test;2.35282369166667;12;13;284;3;13;213;binomial
biomed;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126094139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989676113360324;train;0.730819454983333;3;160;326;5;8;147;binomial
biomed;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126094139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971014492753623;test;0.730819454983333;3;160;326;5;8;147;binomial
analcatdata_cyyoung9302;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967455621301775;train;0.716841851666667;3;160;326;4;6;65;binomial
analcatdata_cyyoung9302;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825396825396825;test;0.716841851666667;3;160;326;4;6;65;binomial
ionosphere;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979672501411632;train;4.76551870333333;12;32;438;32;32;246;binomial
ionosphere;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85874067937034;test;4.76551870333333;12;32;438;32;32;246;binomial
658_fri_c3_250_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86244550845116;train;1.48852971333333;7;240;494;25;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851796757075116;test;1.48852971333333;7;240;494;25;25;175;continuous
wine_recognition;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.696480816666667;3;160;326;6;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99317738791423;test;0.696480816666667;3;160;326;6;13;125;multinomial
phoneme;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960374515930071;train;2.01862776833333;3;160;326;5;5;3783;binomial
phoneme;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945493743348868;test;2.01862776833333;3;160;326;5;5;3783;binomial
horse_colic;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856473214285714;train;1.87164666666667;6;220;452;3;22;258;binomial
horse_colic;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842836257309942;test;1.87164666666667;6;220;452;3;22;258;binomial
537_houses;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.603623772515412;train;0.653656096666667;6;25;282;5;5;14448;continuous
537_houses;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.594404122607197;test;0.653656096666667;6;25;282;5;5;14448;continuous
615_fri_c4_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807734123239453;train;0.456760928333333;10;45;460;5;9;175;continuous
615_fri_c4_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817399932697975;test;0.456760928333333;10;45;460;5;9;175;continuous
spectf;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875370661084947;train;0.245707718333333;3;84;174;16;44;245;binomial
spectf;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921006944444444;test;0.245707718333333;3;84;174;16;44;245;binomial
687_sleuth_ex1605;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.636092960090484;train;0.158733338333333;3;10;72;4;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.586387829184603;test;0.158733338333333;3;10;72;4;5;44;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840305897186462;train;4.38868614;12;161;528;5;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824898211097922;test;4.38868614;12;161;528;5;100;700;continuous
irish;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847535117943281;train;1.911281225;20;344;728;3;4;350;binomial
irish;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892485652797704;test;1.911281225;20;344;728;3;4;350;binomial
mfeat_fourier;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984773438679506;train;31.2813986533333;2;46;96;34;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970225783183307;test;31.2813986533333;2;46;96;34;76;1400;multinomial
197_cpu_act;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.259851011762862;train;1.420948905;5;34;182;2;17;5735;continuous
197_cpu_act;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.261403645889689;test;1.420948905;5;34;182;2;17;5735;continuous
agaricus_lepiota;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999924099419903;train;1.69608003;3;160;326;12;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999920138623244;test;1.69608003;3;160;326;12;20;5702;binomial
556_analcatdata_apnea2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240803310730544;train;0.60144438;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598206838489672;test;0.60144438;3;160;326;0;3;333;continuous
cars;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858662622638017;train;1.37179994833333;7;224;462;5;7;275;multinomial
cars;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809924183006536;test;1.37179994833333;7;224;462;5;7;275;multinomial
653_fri_c0_250_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45726633598609;train;0.683384156666667;3;50;150;16;25;175;continuous
653_fri_c0_250_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.531360682364261;test;0.683384156666667;3;50;150;16;25;175;continuous
615_fri_c4_250_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824206718189602;train;1.51329065833333;8;20;324;7;10;175;continuous
615_fri_c4_250_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.750435552382696;test;1.51329065833333;8;20;324;7;10;175;continuous
prnn_fglass;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942971496290824;train;0.19344853;8;9;152;9;9;144;multinomial
prnn_fglass;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843661375661376;test;0.19344853;8;9;152;9;9;144;multinomial
602_fri_c3_250_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827086960205051;train;1.37488186831667;12;18;444;6;9;175;continuous
602_fri_c3_250_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847244010772855;test;1.37488186831667;12;18;444;6;9;175;continuous
analcatdata_cyyoung8092;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913541666666667;train;0.3413865;8;7;122;6;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95;test;0.3413865;8;7;122;6;7;68;binomial
vehicle;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994307228713667;train;0.84467659;3;160;326;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941998045140067;test;0.84467659;3;160;326;13;13;593;multinomial
analcatdata_boxing1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91358024691358;train;1.34090192166667;9;232;482;1;3;84;binomial
analcatdata_boxing1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.801587301587302;test;1.34090192166667;9;232;482;1;3;84;binomial
yeast;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896071989052221;train;3.05656847;12;317;658;7;8;1036;multinomial
yeast;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887493058297672;test;3.05656847;12;317;658;7;8;1036;multinomial
tokyo1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994382677655108;train;1.030622075;3;160;326;16;21;672;binomial
tokyo1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977426810477658;test;1.030622075;3;160;326;16;21;672;binomial
allbp;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994523320256554;train;1.91713584333333;3;160;326;2;25;2641;multinomial
allbp;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907882269229669;test;1.91713584333333;3;160;326;2;25;2641;multinomial
german;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836768161112443;train;2.39555262833333;14;348;724;17;20;700;binomial
german;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781285909712722;test;2.39555262833333;14;348;724;17;20;700;binomial
537_houses;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479333356610103;train;15.9573882016667;6;220;452;5;5;14448;continuous
537_houses;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.51839718167296;test;15.9573882016667;6;220;452;5;5;14448;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164510635719426;train;2.57905571166667;11;288;598;7;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291346573563068;test;2.57905571166667;11;288;598;7;10;700;continuous
612_fri_c1_1000_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176114314027514;train;1.90488265666667;9;248;514;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276712131641433;test;1.90488265666667;9;248;514;5;5;700;continuous
648_fri_c1_250_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.738292005367189;train;2.60833259666667;9;100;402;19;50;175;continuous
648_fri_c1_250_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859469990762824;test;2.60833259666667;9;100;402;19;50;175;continuous
1199_BNG_echoMonths;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.716950524528647;train;2.20812445166667;5;184;378;6;9;12248;continuous
1199_BNG_echoMonths;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.706792844845926;test;2.20812445166667;5;184;378;6;9;12248;continuous
buggyCrx;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906950053501778;train;0.40630375665;7;56;334;2;14;483;binomial
buggyCrx;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904580520732883;test;0.40630375665;7;56;334;2;14;483;binomial
churn;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860179030376161;train;1.73731239666667;8;212;440;11;15;3500;binomial
churn;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860578208870892;test;1.73731239666667;8;212;440;11;15;3500;binomial
breast_cancer;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.775547445255475;train;1.91888920833333;10;300;620;6;9;201;binomial
breast_cancer;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.655133928571429;test;1.91888920833333;10;300;620;6;9;201;binomial
561_cpu;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0984467959039049;train;1.20038223833333;6;220;452;7;7;147;continuous
561_cpu;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0826920601936964;test;1.20038223833333;6;220;452;7;7;147;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124190520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486437116179383;train;1.22330176168333;5;200;410;9;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124190520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.584621203520148;test;1.22330176168333;5;200;410;9;10;175;continuous
tokyo1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981293688152669;train;2.38834956;7;21;244;20;21;672;binomial
tokyo1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981376787495843;test;2.38834956;7;21;244;20;21;672;binomial
allbp;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992120087768547;train;2.62594775666667;5;200;410;2;25;2641;multinomial
allbp;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898807394156231;test;2.62594775666667;5;200;410;2;25;2641;multinomial
cars;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.622697583333333;3;160;326;1;6;275;multinomial
cars;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988826232247285;test;0.622697583333333;3;160;326;1;6;275;multinomial
nikuradse_2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821585222199037;train;0.0229275349833333;3;2;16;0;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774931503822394;test;0.0229275349833333;3;2;16;0;1;254;continuous
analcatdata_boxing2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831671415004749;train;0.612712805;3;160;326;3;3;93;binomial
analcatdata_boxing2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.580213903743316;test;0.612712805;3;160;326;3;3;93;binomial
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840393363061704;train;0.359741621666667;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859070575044003;test;0.359741621666667;3;10;72;5;5;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216154857910354;train;5.686507435;15;368;766;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302676936228645;test;5.686507435;15;368;766;5;50;700;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.711310436695623;train;0.151746966666667;3;45;166;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.708283079194236;test;0.151746966666667;3;45;166;9;9;12248;continuous
192_vineyard;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.593231598721069;train;0.159930701666667;6;4;56;2;2;37;continuous
192_vineyard;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713392276511352;test;0.159930701666667;6;4;56;2;2;37;continuous
cleve;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938514869549352;train;1.86150607;12;13;300;6;13;213;binomial
cleve;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888637506284565;test;1.86150607;12;13;300;6;13;213;binomial
195_auto_price;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.409507351824542;train;1.13653556998333;9;18;270;1;9;112;continuous
195_auto_price;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.611445845602741;test;1.13653556998333;9;18;270;1;9;112;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.539532922560408;train;0.628419295;3;20;130;10;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.561887787789564;test;0.628419295;3;20;130;10;10;350;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854806798507317;train;0.247816523333333;7;25;322;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834156388402057;test;0.247816523333333;7;25;322;5;5;700;continuous
597_fri_c2_500_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254846642164715;train;0.68768846;3;160;326;5;5;350;continuous
597_fri_c2_500_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365502170287566;test;0.68768846;3;160;326;5;5;350;continuous
colic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876937441643324;train;0.821220181666667;3;160;326;5;22;258;binomial
colic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921804818293181;test;0.821220181666667;3;160;326;5;22;258;binomial
663_rabe_266;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.107834570983042;train;0.0653359533333333;3;10;80;2;2;84;continuous
663_rabe_266;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.118859298981527;test;0.0653359533333333;3;10;80;2;2;84;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357090360911615;train;2.08820215333333;11;320;662;7;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751879645394209;test;2.08820215333333;11;320;662;7;10;70;continuous
movement_libras;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126092302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998284846102184;train;1.97151784;6;220;452;15;20;252;multinomial
movement_libras;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126092302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965781683043588;test;1.97151784;6;220;452;15;20;252;multinomial
analcatdata_happiness;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878632478632479;train;0.0661992966666667;3;3;24;2;3;42;multinomial
analcatdata_happiness;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.749206349206349;test;0.0661992966666667;3;3;24;2;3;42;multinomial
texture;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99989081184984;train;7.91045043;5;184;378;12;13;3850;multinomial
texture;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99985767884705;test;7.91045043;5;184;378;12;13;3850;multinomial
613_fri_c3_250_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00996751718614;train;0.9742286;3;160;326;3;4;175;continuous
613_fri_c3_250_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.1551894805372;test;0.9742286;3;160;326;3;4;175;continuous
mfeat_morphological;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915919262154815;train;0.573690755;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91561427350276;test;0.573690755;3;2;16;2;2;1400;multinomial
633_fri_c0_500_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125130010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495590549073105;train;1.19778642666667;5;200;410;14;25;350;continuous
633_fri_c0_500_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125130010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516647666528693;test;1.19778642666667;5;200;410;14;25;350;continuous
192_vineyard;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61529436138582;train;0.712867493333333;3;160;326;2;2;37;continuous
192_vineyard;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484590030053768;test;0.712867493333333;3;160;326;2;2;37;continuous
634_fri_c2_100_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125184203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.454711921999347;train;0.700282353333333;3;160;326;6;9;70;continuous
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mfeat_karhunen;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997011518376809;train;2.31742365333333;3;160;326;17;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997435543200299;test;2.31742365333333;3;160;326;17;64;1400;multinomial
622_fri_c2_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795703162194848;train;0.364038656666667;5;130;270;20;50;700;continuous
622_fri_c2_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855298605015614;test;0.364038656666667;5;130;270;20;50;700;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464284904365443;train;0.4457624;5;130;270;36;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479133550029874;test;0.4457624;5;130;270;36;72;742;continuous
561_cpu;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.134284087425839;train;0.72392264;7;14;212;7;7;147;continuous
561_cpu;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.143128071375132;test;0.72392264;7;14;212;7;7;147;continuous
optdigits;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126110918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999456253942809;train;1.01809078;3;58;138;40;60;3934;multinomial
optdigits;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126110918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9946046720434;test;1.01809078;3;58;138;40;60;3934;multinomial
666_rmftsa_ladata;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.53731121208064;train;0.57541454;3;160;326;4;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417255453309674;test;0.57541454;3;160;326;4;10;356;continuous
tae;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.566083730789613;train;0.237222718333333;3;5;38;1;5;106;multinomial
tae;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.508148148148148;test;0.237222718333333;3;5;38;1;5;106;multinomial
225_puma8NH;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125132949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463103306618554;train;7.70655727333333;6;220;452;5;8;5735;continuous
225_puma8NH;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125132949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.554323886058308;test;7.70655727333333;6;220;452;5;8;5735;continuous
527_analcatdata_election2000;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.289794452957091;train;1.16808506833333;6;220;452;1;1;47;continuous
527_analcatdata_election2000;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.323040136876542;test;1.16808506833333;6;220;452;1;1;47;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860688746337819;train;1.53168573501667;11;50;486;11;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864197470259839;test;1.53168573501667;11;50;486;11;25;175;continuous
dis;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753570553435783;train;2.29079404166667;20;100;880;17;25;2641;binomial
dis;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.699641897940913;test;2.29079404166667;20;100;880;17;25;2641;binomial
201_pol;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.720986341772329;train;5.439609285;5;52;230;26;26;10500;continuous
201_pol;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.729074639437808;test;5.439609285;5;52;230;26;26;10500;continuous
712_chscase_geyser1;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609672255103125;train;0.220152646666667;8;4;72;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502979238091458;test;0.220152646666667;8;4;72;2;2;156;continuous
1089_USCrime;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125132051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394912174975505;train;0.210389835;9;15;256;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125132051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.384543183375196;test;0.210389835;9;15;256;3;3;33;continuous
backache;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919318181818182;train;2.44554386668333;11;320;662;10;31;126;binomial
backache;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.503703703703704;test;2.44554386668333;11;320;662;10;31;126;binomial
auto;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887451397445677;train;7.30344262166667;13;21;456;16;21;142;multinomial
auto;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889484126984127;test;7.30344262166667;13;21;456;16;21;142;multinomial
201_pol;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805277308638417;train;5.56361735831667;9;48;398;4;26;10500;continuous
201_pol;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83354423763202;test;5.56361735831667;9;48;398;4;26;10500;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.544802247295781;train;0.7544507;3;69;150;40;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445134324683611;test;0.7544507;3;69;150;40;50;175;continuous
analcatdata_asbestos;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939080459770115;train;0.304626885;12;12;284;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71875;test;0.304626885;12;12;284;3;3;59;binomial
561_cpu;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0928458410583088;train;1.88268412333333;11;320;662;7;7;147;continuous
561_cpu;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0851064544171487;test;1.88268412333333;11;320;662;7;7;147;continuous
magic;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125203821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870186723456559;train;0.270364405;3;35;138;9;9;13314;binomial
magic;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125203821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86467766258448;test;0.270364405;3;35;138;9;9;13314;binomial
641_fri_c1_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125210002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178004513027604;train;0.804456136683333;3;160;326;10;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125210002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35347598685039;test;0.804456136683333;3;160;326;10;10;350;continuous
twonorm;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998008600080741;train;1.36269150666667;3;160;326;20;20;5180;binomial
twonorm;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997741756640591;test;1.36269150666667;3;160;326;20;20;5180;binomial
ecoli;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976223250242858;train;0.05109533;3;5;36;4;5;229;multinomial
ecoli;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978546855720769;test;0.05109533;3;5;36;4;5;229;multinomial
657_fri_c2_250_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80442140950293;train;0.908193865016667;3;160;326;5;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.920025798298525;test;0.908193865016667;3;160;326;5;10;175;continuous
analcatdata_cyyoung9302;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99234693877551;train;3.106910045;20;500;1040;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972222222222222;test;3.106910045;20;500;1040;6;6;65;binomial
breast;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983938346297897;train;1.67933023;8;9;148;2;9;490;binomial
breast;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982931071972168;test;1.67933023;8;9;148;2;9;490;binomial
218_house_8L;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356546889610973;train;19.0118691566667;7;240;494;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374915403526176;test;19.0118691566667;7;240;494;8;8;15949;continuous
prnn_fglass;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996162962962963;train;0.965097729983333;5;200;410;9;9;144;multinomial
prnn_fglass;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935016233766234;test;0.965097729983333;5;200;410;9;9;144;multinomial
prnn_crabs;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997542997542998;train;0.085018805;3;12;96;2;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.085018805;3;12;96;2;3;140;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938364779874214;train;0.261793865;5;7;80;7;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8;test;0.261793865;5;7;80;7;7;68;binomial
wine_recognition;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.500234301666667;3;13;86;9;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99671052631579;test;0.500234301666667;3;13;86;9;13;125;multinomial
645_fri_c3_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811075971911229;train;1.847794995;9;280;578;8;50;350;continuous
645_fri_c3_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.902505585511461;test;1.847794995;9;280;578;8;50;350;continuous
confidence;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95;test;;-Inf;-Inf;;1;1;51;multinomial
529_pollen;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446588870679212;train;0.10898111;3;20;148;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.438054261760506;test;0.10898111;3;20;148;4;4;2694;continuous
225_puma8NH;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739477366755232;train;0.349457133333333;3;16;110;2;8;5735;continuous
225_puma8NH;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768612220419105;test;0.349457133333333;3;16;110;2;8;5735;continuous
cmc;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.781624150953742;train;1.74375940333333;7;240;494;9;9;1032;multinomial
cmc;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760659757234672;test;1.74375940333333;7;240;494;9;9;1032;multinomial
tae;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124185539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.732387057387057;train;0.57496371165;9;4;78;4;4;106;multinomial
tae;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124185539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.649945533769063;test;0.57496371165;9;4;78;4;4;106;multinomial
diabetes;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125103512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826852894796125;train;1.494399015;8;260;536;8;8;538;binomial
diabetes;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125103512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85152688172043;test;1.494399015;8;260;536;8;8;538;binomial
616_fri_c4_500_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823439668239571;train;1.06965169;3;160;326;5;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832886981081592;test;1.06965169;3;160;326;5;50;350;continuous
201_pol;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125205606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228757072304986;train;13.9463814033333;7;240;494;22;26;10500;continuous
201_pol;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125205606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250766434738354;test;13.9463814033333;7;240;494;22;26;10500;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.471933093341327;train;0.432038946666667;5;130;270;31;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.52514747248141;test;0.432038946666667;5;130;270;31;72;742;continuous
1193_BNG_lowbwt;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607021614695944;train;6.22862772666667;6;45;292;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606204737166105;test;6.22862772666667;6;45;292;9;9;21773;continuous
647_fri_c1_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355084490536898;train;0.630765498333333;3;160;326;6;10;175;continuous
647_fri_c1_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436911437519228;test;0.630765498333333;3;160;326;6;10;175;continuous
653_fri_c0_250_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124163714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455762905413561;train;1.03935866666667;14;125;648;23;25;175;continuous
653_fri_c0_250_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124163714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529449013351616;test;1.03935866666667;14;125;648;23;25;175;continuous
678_visualizing_environmental;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.779090689299872;train;0.582691111666667;3;160;326;2;3;78;continuous
678_visualizing_environmental;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.70848097269112;test;0.582691111666667;3;160;326;2;3;78;continuous
spambase;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984617196501445;train;3.00952690333333;11;288;598;50;55;3221;binomial
spambase;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973756860933588;test;3.00952690333333;11;288;598;50;55;3221;binomial
allhypo;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89889007646342;train;4.75232982166667;18;342;720;1;24;2639;multinomial
allhypo;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881324816713866;test;4.75232982166667;18;342;720;1;24;2639;multinomial
pendigits;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999724061489992;train;4.25147690666667;3;160;326;16;16;7695;multinomial
pendigits;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999038764773404;test;4.25147690666667;3;160;326;16;16;7695;multinomial
657_fri_c2_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865978116540432;train;0.459344698333333;3;20;132;1;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839383591947047;test;0.459344698333333;3;20;132;1;10;175;continuous
603_fri_c0_250_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.569076689470295;train;1.99946393;8;260;536;3;50;175;continuous
603_fri_c0_250_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.606497062806175;test;1.99946393;8;260;536;3;50;175;continuous
schizo;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633375262054507;train;0.690146153316667;3;160;326;2;13;238;multinomial
schizo;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.560437908496732;test;0.690146153316667;3;160;326;2;13;238;multinomial
pima;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823169982805208;train;0.606598363333333;3;160;326;5;8;538;binomial
pima;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811521526418787;test;0.606598363333333;3;160;326;5;8;538;binomial
saheart;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125194010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788267110463907;train;0.809188115;3;160;326;9;9;324;binomial
saheart;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125194010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.769175627240143;test;0.809188115;3;160;326;9;9;324;binomial
dis;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811636089469716;train;2.32802326833333;20;270;580;22;25;2641;binomial
dis;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678954423592493;test;2.32802326833333;20;270;580;22;25;2641;binomial
labor;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975260416666667;train;0.901189691666667;8;15;242;5;15;40;binomial
labor;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961538461538461;test;0.901189691666667;8;15;242;5;15;40;binomial
satimage;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125143729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992357309594339;train;3.662823535;3;160;326;22;22;4505;multinomial
satimage;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125143729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983216102358261;test;3.662823535;3;160;326;22;22;4505;multinomial
breast;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99974538047432;train;0.4808947;7;36;324;6;9;490;binomial
breast;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968572629808703;test;0.4808947;7;36;324;6;9;490;binomial
653_fri_c0_250_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.425237471381992;train;0.550331505;3;48;150;25;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606855058308574;test;0.550331505;3;48;150;25;25;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807209336748572;train;0.768771661666667;3;160;326;9;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831711631457077;test;0.768771661666667;3;160;326;9;9;175;continuous
analcatdata_germangss;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722337712134685;train;4.12316589666667;20;476;992;2;5;280;multinomial
analcatdata_germangss;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736936852847471;test;4.12316589666667;20;476;992;2;5;280;multinomial
contraceptive;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124212020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.717616404601291;train;1.67830433666667;6;204;420;4;9;1032;multinomial
contraceptive;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124212020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679433543891823;test;1.67830433666667;6;204;420;4;9;1032;multinomial
adult;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905179623448255;train;6.469021515;14;48;628;9;12;34190;binomial
adult;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900380890558863;test;6.469021515;14;48;628;9;12;34190;binomial
analcatdata_happiness;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837832840236686;train;0.0818978350166667;8;3;54;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.58843537414966;test;0.0818978350166667;8;3;54;1;3;42;multinomial
ecoli;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980202585260838;train;1.15214768331667;3;160;326;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978970251716247;test;1.15214768331667;3;160;326;5;6;229;multinomial
505_tecator;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0810805457701997;train;0.717086466666667;3;38;142;18;19;168;continuous
505_tecator;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0872383722515034;test;0.717086466666667;3;38;142;18;19;168;continuous
wine_quality_white;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126090141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.674897629797383;train;0.330847045;6;11;134;6;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126090141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.592182770198572;test;0.330847045;6;11;134;6;11;3429;multinomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.617218575;3;160;326;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991891891891892;test;0.617218575;3;160;326;2;4;185;binomial
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915610806170408;train;0.760518601666667;7;45;334;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91414658422417;test;0.760518601666667;7;45;334;9;9;81648;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125154044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437309578075265;train;1.20005832333333;3;72;150;50;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125154044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433493382440135;test;1.20005832333333;3;72;150;50;72;742;continuous
australian;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124200638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932621271257318;train;3.18982771833333;11;14;302;5;14;483;binomial
australian;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124200638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907376126126126;test;3.18982771833333;11;14;302;5;14;483;binomial
appendicitis;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984777517564403;train;2.58955187333333;14;380;788;1;4;75;binomial
appendicitis;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711309523809524;test;2.58955187333333;14;380;788;1;4;75;binomial
fars;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125144238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824625387662368;train;57.253567255;0;100;200;10;21;70678;multinomial
fars;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125144238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819787579339356;test;57.253567255;0;100;200;10;21;70678;multinomial
547_no2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36098072910891;train;2.19679154833333;12;340;704;7;7;350;continuous
547_no2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.631795160966827;test;2.19679154833333;12;340;704;7;7;350;continuous
texture;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999922599190671;train;23.9555721633333;3;12;76;12;12;3850;multinomial
texture;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999756433634181;test;23.9555721633333;3;12;76;12;12;3850;multinomial
allbp;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982936602082509;train;0.62944253;8;25;324;23;25;2641;multinomial
allbp;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.771179768203578;test;0.62944253;8;25;324;23;25;2641;multinomial
haberman;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.686769005847953;train;0.729563971666667;3;160;326;1;3;215;binomial
haberman;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.770547945205479;test;0.729563971666667;3;160;326;1;3;215;binomial
analcatdata_happiness;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758913308913309;train;0.0838263516666667;3;3;24;1;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.749206349206349;test;0.0838263516666667;3;3;24;1;3;42;multinomial
617_fri_c3_500_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816605603134665;train;1.56545572166667;6;220;452;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858396429413947;test;1.56545572166667;6;220;452;5;5;350;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82307889333256;train;2.35234140668333;10;300;620;16;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855093171249819;test;2.35234140668333;10;300;620;16;50;700;continuous
crx;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942117971714384;train;0.199687665;3;55;166;10;14;483;binomial
crx;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89159891598916;test;0.199687665;3;55;166;10;14;483;binomial
641_fri_c1_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126090013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837542160375902;train;0.953766671666667;6;20;244;7;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126090013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832509452898787;test;0.953766671666667;6;20;244;7;10;350;continuous
1030_ERA;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.742025389552662;train;0.268021878333333;3;8;60;4;4;700;continuous
1030_ERA;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.745616030043038;test;0.268021878333333;3;8;60;4;4;700;continuous
574_house_16H;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479713824319178;train;0.289628241666667;3;73;176;15;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487448313305572;test;0.289628241666667;3;73;176;15;15;15949;continuous
glass;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897014462693465;train;3.08180765498333;11;9;206;8;9;144;multinomial
glass;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802962962962963;test;3.08180765498333;11;9;206;8;9;144;multinomial
602_fri_c3_250_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839317885419717;train;1.08730292166667;8;18;302;4;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8401722055189;test;1.08730292166667;8;18;302;4;9;175;continuous
597_fri_c2_500_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81156744076496;train;0.36794068;3;10;72;5;5;350;continuous
597_fri_c2_500_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882297982937648;test;0.36794068;3;10;72;5;5;350;continuous
201_pol;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208492600785722;train;30.0620151633333;9;300;578;23;26;10500;continuous
201_pol;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226780824948534;test;30.0620151633333;9;300;578;23;26;10500;continuous
cleveland;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.634327659519967;train;3.18629700498333;15;378;786;2;13;213;multinomial
cleveland;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691055812757202;test;3.18629700498333;15;378;786;2;13;213;multinomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.752801120448179;train;0.602328115;3;160;326;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.542105263157895;test;0.602328115;3;160;326;1;3;93;binomial
colic;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888230774156368;train;0.62411748;3;160;326;3;22;258;binomial
colic;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875586854460094;test;0.62411748;3;160;326;3;22;258;binomial
712_chscase_geyser1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439648688862087;train;0.508132253333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435364105784502;test;0.508132253333333;3;160;326;1;2;156;continuous
heart_statlog;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991702659695385;train;0.642721659983333;3;160;326;12;13;189;binomial
heart_statlog;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87960687960688;test;0.642721659983333;3;160;326;12;13;189;binomial
542_pollution;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125163218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490035830799269;train;0.557737006666667;9;50;418;8;10;42;continuous
542_pollution;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125163218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.626817277702865;test;0.557737006666667;9;50;418;8;10;42;continuous
tae;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832993742368742;train;1.04084291;6;220;452;5;5;106;multinomial
tae;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.702178649237473;test;1.04084291;6;220;452;5;5;106;multinomial
601_fri_c1_250_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770485643215285;train;0.336932238333333;6;10;132;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857966349740793;test;0.336932238333333;6;10;132;5;5;175;continuous
dermatology;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996833812663674;train;0.807428635;3;160;326;20;25;257;multinomial
dermatology;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991540616246499;test;0.807428635;3;160;326;20;25;257;multinomial
wdbc;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993710182485693;train;1.01882320833333;3;160;326;18;21;399;binomial
wdbc;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973772893772894;test;1.01882320833333;3;160;326;18;21;399;binomial
analcatdata_germangss;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746818318091668;train;0.096925335;7;5;76;1;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680528642829681;test;0.096925335;7;5;76;1;5;280;multinomial
hungarian;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921335419926969;train;1.23401131165;6;12;150;3;12;206;binomial
hungarian;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844474393530997;test;1.23401131165;6;12;150;3;12;206;binomial
heart_statlog;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124174433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94231203431926;train;1.64636378166667;8;13;204;11;13;189;binomial
heart_statlog;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124174433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833541927409262;test;1.64636378166667;8;13;204;11;13;189;binomial
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914722614716551;train;0.895993538333333;7;45;334;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916089324926324;test;0.895993538333333;7;45;334;9;9;81648;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125181015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808321418506896;train;1.33683121501667;8;20;334;10;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125181015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772176121055053;test;1.33683121501667;8;20;334;10;10;175;continuous
574_house_16H;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.593873067138676;train;5.96452731666667;15;304;638;13;15;15949;continuous
574_house_16H;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.572349798940701;test;5.96452731666667;15;304;638;13;15;15949;continuous
611_fri_c3_100_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757401964417593;train;0.381920975;10;20;420;3;4;70;continuous
611_fri_c3_100_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.0560960273622;test;0.381920975;10;20;420;3;4;70;continuous
horse_colic;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956965190498125;train;0.841344195;3;160;326;22;22;258;binomial
horse_colic;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888547008547009;test;0.841344195;3;160;326;22;22;258;binomial
599_fri_c2_1000_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806270968178263;train;0.296728681666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827959347302657;test;0.296728681666667;3;10;72;5;5;700;continuous
appendicitis;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822777777777778;train;2.21634485;20;500;1040;4;4;75;binomial
appendicitis;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906666666666667;test;2.21634485;20;500;1040;4;4;75;binomial
allhyper;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125203302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925574228509752;train;30.1922380483333;6;25;242;19;25;2640;multinomial
allhyper;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125203302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841796061033811;test;30.1922380483333;6;25;242;19;25;2640;multinomial
294_satellite_image;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456614316368681;train;0.209248235;3;85;176;26;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466655809261234;test;0.209248235;3;85;176;26;26;4505;continuous
banana;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.547110423344755;train;0.116327171666667;3;2;16;2;2;3710;binomial
banana;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540812482415607;test;0.116327171666667;3;2;16;2;2;3710;binomial
waveform_21;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96832720942578;train;0.635328266666667;9;21;320;18;21;3500;multinomial
waveform_21;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964189560118766;test;0.635328266666667;9;21;320;18;21;3500;multinomial
breast_cancer;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742316784869976;train;1.15028980333333;9;9;170;5;9;201;binomial
breast_cancer;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.687666666666667;test;1.15028980333333;9;9;170;5;9;201;binomial
192_vineyard;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506641479146425;train;0.552330871666667;3;160;326;1;2;37;continuous
192_vineyard;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.523140536132387;test;0.552330871666667;3;160;326;1;2;37;continuous
658_fri_c3_250_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.934874646478175;train;0.189278501666667;3;90;186;1;25;175;continuous
658_fri_c3_250_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842395446517616;test;0.189278501666667;3;90;186;1;25;175;continuous
606_fri_c2_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800996136722873;train;0.282196698333333;7;50;334;8;10;700;continuous
606_fri_c2_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.777372210584513;test;0.282196698333333;7;50;334;8;10;700;continuous
penguins;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999408065112838;train;0.876064055;3;160;326;6;7;241;multinomial
penguins;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.876064055;3;160;326;6;7;241;multinomial
yeast;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890925989636971;train;0.34093631;10;8;168;7;8;1036;multinomial
yeast;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889306914873625;test;0.34093631;10;8;168;7;8;1036;multinomial
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914625976198059;train;9.66349724166667;3;160;326;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916302673330767;test;9.66349724166667;3;160;326;9;9;81648;continuous
new_thyroid;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999460819554277;train;0.599735776666667;3;160;326;2;5;151;multinomial
new_thyroid;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996554694229113;test;0.599735776666667;3;160;326;2;5;151;multinomial
594_fri_c2_100_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841581289565295;train;0.19924294;3;10;76;2;5;70;continuous
594_fri_c2_100_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.12165218602317;test;0.19924294;3;10;76;2;5;70;continuous
analcatdata_creditscore;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.144589143333333;3;24;158;4;6;70;binomial
analcatdata_creditscore;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.144589143333333;3;24;158;4;6;70;binomial
breast_cancer_wisconsin;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.90896811;3;160;326;10;23;399;binomial
breast_cancer_wisconsin;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989839901477833;test;0.90896811;3;160;326;10;23;399;binomial
ring;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768190234747859;train;3.01525047666667;6;20;190;20;20;5180;binomial
ring;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779980805783294;test;3.01525047666667;6;20;190;20;20;5180;binomial
601_fri_c1_250_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768365094257577;train;0.337236308333333;9;25;408;5;5;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855507720707299;test;0.337236308333333;9;25;408;5;5;175;continuous
analcatdata_lawsuit;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993738819320215;train;0.729468598333333;3;160;326;4;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.729468598333333;3;160;326;4;4;185;binomial
597_fri_c2_500_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814899267697979;train;1.84645253166667;8;244;504;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835478886640295;test;1.84645253166667;8;244;504;5;5;350;continuous
german;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124204246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82104401089369;train;3.44754215333333;10;20;368;11;20;700;binomial
german;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124204246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757921082059748;test;3.44754215333333;10;20;368;11;20;700;binomial
624_fri_c0_100_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281393327092868;train;0.64132818;3;160;326;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.567755695018265;test;0.64132818;3;160;326;5;5;70;continuous
analcatdata_bankruptcy;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.547274591666667;3;160;326;4;4;35;binomial
analcatdata_bankruptcy;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;test;0.547274591666667;3;160;326;4;4;35;binomial
australian;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919178631168107;train;0.636519031666667;3;160;326;4;13;483;binomial
australian;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899774774774775;test;0.636519031666667;3;160;326;4;13;483;binomial
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125093227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195483828134264;train;3.05652127;16;395;822;4;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125093227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343666769049421;test;3.05652127;16;395;822;4;10;700;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528399499622653;train;0.858760858333333;3;160;326;1;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.588290050752618;test;0.858760858333333;3;160;326;1;10;356;continuous
backache;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.824889326119036;train;4.00816595;20;500;1040;29;31;126;binomial
backache;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.788194444444445;test;4.00816595;20;500;1040;29;31;126;binomial
690_visualizing_galaxy;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.385741182799327;train;1.075197285;8;212;440;2;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.417393868316243;test;1.075197285;8;212;440;2;3;227;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316209787165126;train;2.32419904666667;14;359;746;3;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42039563539402;test;2.32419904666667;14;359;746;3;4;175;continuous
penguins;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.687702633333333;3;160;326;5;7;241;multinomial
penguins;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.687702633333333;3;160;326;5;7;241;multinomial
605_fri_c2_250_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.737941359923582;train;0.166040445;3;90;186;17;25;175;continuous
605_fri_c2_250_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82636779778454;test;0.166040445;3;90;186;17;25;175;continuous
547_no2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.645495792480824;train;0.367972035;7;35;334;7;7;350;continuous
547_no2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.706768571699016;test;0.367972035;7;35;334;7;7;350;continuous
analcatdata_japansolvent;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126092601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944117647058824;train;0.65880641665;3;160;326;1;5;37;binomial
analcatdata_japansolvent;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126092601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866071428571429;test;0.65880641665;3;160;326;1;5;37;binomial
612_fri_c1_1000_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840246129305822;train;0.875238315016667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857633360095704;test;0.875238315016667;3;160;326;5;5;700;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126092927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290142672897981;train;1.73505112333333;7;240;494;25;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126092927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.560002259225444;test;1.73505112333333;7;240;494;25;25;175;continuous
522_pm10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849029977400182;train;0.576559255;3;14;88;7;7;350;continuous
522_pm10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834499370648255;test;0.576559255;3;14;88;7;7;350;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242064597910606;train;1.51705699666667;9;280;578;4;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360483011315737;test;1.51705699666667;9;280;578;4;5;175;continuous
adult;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905381338377461;train;3.5167616;9;48;418;9;12;34190;binomial
adult;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900978900213365;test;3.5167616;9;48;418;9;12;34190;binomial
nikuradse_2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821585222199037;train;0.035214905;3;5;40;0;1;254;continuous
nikuradse_2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.774931503822394;test;0.035214905;3;5;40;0;1;254;continuous
573_cpu_act;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125132746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.105884153803753;train;24.8293503333333;16;302;636;11;16;5735;continuous
573_cpu_act;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125132746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.130744002642449;test;24.8293503333333;16;302;636;11;16;5735;continuous
1199_BNG_echoMonths;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713944149048067;train;0.155025538333333;3;45;166;7;9;12248;continuous
1199_BNG_echoMonths;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.711939573174608;test;0.155025538333333;3;45;166;7;9;12248;continuous
glass2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816326530612245;train;0.668680035;10;36;460;5;9;115;binomial
glass2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.776014109347443;test;0.668680035;10;36;460;5;9;115;binomial
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626_fri_c2_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824572051669973;train;0.735767716666667;3;72;150;30;50;350;continuous
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654_fri_c0_500_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.543495748151699;test;0.95468857;3;160;326;4;10;350;continuous
527_analcatdata_election2000;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278126565682627;train;1.19002382;7;208;430;2;2;47;continuous
527_analcatdata_election2000;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.593509519267595;test;1.19002382;7;208;430;2;2;47;continuous
auto;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918603682933228;train;7.74788086333333;11;21;358;16;21;142;multinomial
auto;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891271275308542;test;7.74788086333333;11;21;358;16;21;142;multinomial
heart_h;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903800597383871;train;0.622729881666667;9;48;418;6;12;206;binomial
heart_h;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937190082644628;test;0.622729881666667;9;48;418;6;12;206;binomial
633_fri_c0_500_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510786345711422;train;1.58636821501667;6;220;452;16;25;350;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.553764350893065;test;1.58636821501667;6;220;452;16;25;350;continuous
529_pollen;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452180988318039;train;0.0946267216666667;3;20;146;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432015818900893;test;0.0946267216666667;3;20;146;4;4;2694;continuous
344_mv;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0596704532199749;train;15.1949016183333;3;160;326;5;10;28538;continuous
344_mv;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0606413085124984;test;15.1949016183333;3;160;326;5;10;28538;continuous
537_houses;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.604032233016244;train;0.799835041666667;3;10;72;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606470474169202;test;0.799835041666667;3;10;72;5;5;14448;continuous
analcatdata_aids;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.631578947368421;train;0.0580597933333333;3;3;24;1;3;35;binomial
analcatdata_aids;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777777777777778;test;0.0580597933333333;3;3;24;1;3;35;binomial
1196_BNG_pharynx;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656930129097891;train;4.15146539333333;5;50;250;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.65793037489137;test;4.15146539333333;5;50;250;10;10;700000;continuous
flags;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794905570252793;train;2.63066565833333;13;312;650;15;39;125;multinomial
flags;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704250440917108;test;2.63066565833333;13;312;650;15;39;125;multinomial
604_fri_c4_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851541233391006;train;0.829354381666667;3;160;326;5;10;350;continuous
604_fri_c4_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854767083887226;test;0.829354381666667;3;160;326;5;10;350;continuous
analcatdata_germangss;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825528646783317;train;0.134660605;9;5;96;5;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.720106689734717;test;0.134660605;9;5;96;5;5;280;multinomial
574_house_16H;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482124019450091;train;1.01869202333333;14;75;638;14;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48074552469387;test;1.01869202333333;14;75;638;14;15;15949;continuous
cleveland;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791308253000561;train;0.63537974;15;13;394;7;13;213;multinomial
cleveland;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.595962335216573;test;0.63537974;15;13;394;7;13;213;multinomial
641_fri_c1_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124183542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836716172860262;train;0.212769475;5;50;250;7;10;350;continuous
641_fri_c1_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124183542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818802860181502;test;0.212769475;5;50;250;7;10;350;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.356156808315839;train;0.072186195;6;5;70;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.57722627630415;test;0.072186195;6;5;70;1;1;33;continuous
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126094941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995854420157209;train;1.38002089168333;3;22;128;14;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126094941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987765330188679;test;1.38002089168333;3;22;128;14;22;399;binomial
556_analcatdata_apnea2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.245146123124686;train;0.0937044466666667;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508585394742816;test;0.0937044466666667;3;15;120;0;3;333;continuous
Hill_Valley_without_noise;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.496751984898118;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535104767689037;test;;-Inf;-Inf;;1;1;849;binomial
649_fri_c0_500_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125113542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474457985906084;train;0.918364271666667;3;160;326;4;5;350;continuous
649_fri_c0_500_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125113542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.443617294136669;test;0.918364271666667;3;160;326;4;5;350;continuous
breast_cancer;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125194553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861626827570202;train;3.12475056501667;20;500;1040;9;9;201;binomial
breast_cancer;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125194553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.670406732117812;test;3.12475056501667;20;500;1040;9;9;201;binomial
prnn_crabs;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998564102564103;train;0.0978495183333333;3;16;102;3;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0978495183333333;3;16;102;3;4;140;binomial
573_cpu_act;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335452086351041;train;2.763865265;6;32;264;4;17;5735;continuous
573_cpu_act;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.334127146034787;test;2.763865265;6;32;264;4;17;5735;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224029736172449;train;0.890160571666667;3;160;326;5;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390503774286234;test;0.890160571666667;3;160;326;5;10;350;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382219381718365;train;3.20329395001667;8;260;536;15;70;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458829733551922;test;3.20329395001667;8;260;536;15;70;742;continuous
nikuradse_2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126095556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783001156819466;train;0.769247063333333;3;160;326;0;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126095556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901141095722281;test;0.769247063333333;3;160;326;0;1;254;continuous
cloud;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.58507696007696;train;0.782460611666667;3;160;326;4;7;76;multinomial
cloud;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.399410774410774;test;0.782460611666667;3;160;326;4;7;76;multinomial
prnn_crabs;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0890960533333333;3;16;98;3;4;140;binomial
prnn_crabs;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995475113122172;test;0.0890960533333333;3;16;98;3;4;140;binomial
colic;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897131331241596;train;5.021823845;12;22;400;3;22;258;binomial
colic;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878295413506681;test;5.021823845;12;22;400;3;22;258;binomial
615_fri_c4_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780383437243991;train;0.828908676666667;3;160;326;7;9;175;continuous
615_fri_c4_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831033059830796;test;0.828908676666667;3;160;326;7;9;175;continuous
new_thyroid;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.590905233333333;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.590905233333333;3;160;326;5;5;151;multinomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916666666666667;train;1.54274149166667;20;380;800;4;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;test;1.54274149166667;20;380;800;4;4;37;binomial
penguins;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.651752888316667;3;160;326;5;7;241;multinomial
penguins;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.651752888316667;3;160;326;5;7;241;multinomial
620_fri_c1_1000_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841037498784851;train;0.196060365;3;85;176;10;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821766195484577;test;0.196060365;3;85;176;10;25;700;continuous
626_fri_c2_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800736220743552;train;1.26528678833333;6;220;452;16;50;350;continuous
626_fri_c2_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847552717693988;test;1.26528678833333;6;220;452;16;50;350;continuous
phoneme;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986220980382038;train;9.62334157833333;17;360;754;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94574171224467;test;9.62334157833333;17;360;754;5;5;3783;binomial
665_sleuth_case2002;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.653912247690346;train;1.57099719833333;6;220;452;2;6;103;continuous
665_sleuth_case2002;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785937789697643;test;1.57099719833333;6;220;452;2;6;103;continuous
4544_GeographicalOriginalofMusic;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247217693181459;train;2.65728106;3;160;326;72;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441543851213651;test;2.65728106;3;160;326;72;72;742;continuous
ecoli;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989487686232023;train;0.659253095;3;160;326;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962971014492754;test;0.659253095;3;160;326;5;6;229;multinomial
buggyCrx;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952911401122551;train;2.68602012333333;9;14;230;14;14;483;binomial
buggyCrx;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889770723104057;test;2.68602012333333;9;14;230;14;14;483;binomial
644_fri_c4_250_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783758392026846;train;0.17608135;3;90;186;23;25;175;continuous
644_fri_c4_250_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.887286181468117;test;0.17608135;3;90;186;23;25;175;continuous
556_analcatdata_apnea2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.116139461638785;train;2.72873061666667;14;364;756;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.148351349057938;test;2.72873061666667;14;364;756;3;3;333;continuous
1196_BNG_pharynx;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656544318642534;train;5.94634691333333;7;50;334;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658497879366998;test;5.94634691333333;7;50;334;10;10;700000;continuous
604_fri_c4_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841922558580123;train;0.91847116;3;160;326;10;10;350;continuous
604_fri_c4_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816663149509354;test;0.91847116;3;160;326;10;10;350;continuous
prnn_fglass;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903619403801375;train;1.53838366;8;260;536;3;9;144;multinomial
prnn_fglass;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858206521739131;test;1.53838366;8;260;536;3;9;144;multinomial
294_satellite_image;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125101007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456983290059479;train;1.62960401833333;8;212;440;25;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125101007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447606670422503;test;1.62960401833333;8;212;440;25;27;4505;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852804468516475;train;0.111271516666667;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836958914866958;test;0.111271516666667;3;25;156;5;5;700;continuous
horse_colic;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892857142857143;train;0.747520296666667;3;160;326;10;22;258;binomial
horse_colic;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870248538011696;test;0.747520296666667;3;160;326;10;22;258;binomial
1089_USCrime;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489947065051186;train;0.151951106666667;3;6;48;3;3;33;continuous
1089_USCrime;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.372949436084874;test;0.151951106666667;3;6;48;3;3;33;continuous
lupus;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84945054945055;train;0.0573899466666667;3;2;16;1;2;61;binomial
lupus;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875816993464052;test;0.0573899466666667;3;2;16;1;2;61;binomial
641_fri_c1_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84093548008919;train;1.233359745;7;20;290;10;10;350;continuous
641_fri_c1_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825881392623274;test;1.233359745;7;20;290;10;10;350;continuous
644_fri_c4_250_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813260677019103;train;1.33643537333333;6;220;452;8;25;175;continuous
644_fri_c4_250_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833823580714941;test;1.33643537333333;6;220;452;8;25;175;continuous
titanic;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816504481038194;train;1.14060488333333;17;28;718;6;7;1545;binomial
titanic;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.785258124228712;test;1.14060488333333;17;28;718;6;7;1545;binomial
segmentation;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994584276797395;train;14.8066964783333;3;14;94;6;14;1617;multinomial
segmentation;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996231225176448;test;14.8066964783333;3;14;94;6;14;1617;multinomial
Hill_Valley_with_noise;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.54403212022331;train;0.60453358;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.519869459623558;test;0.60453358;3;160;326;1;1;849;binomial
prnn_crabs;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.49390788165;3;160;326;3;3;140;binomial
prnn_crabs;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996;test;0.49390788165;3;160;326;3;3;140;binomial
529_pollen;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.43466281099603;train;0.444771183333333;5;8;92;4;4;2694;continuous
529_pollen;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433265672283608;test;0.444771183333333;5;8;92;4;4;2694;continuous
627_fri_c2_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806953084828438;train;0.88308609;6;20;256;10;10;350;continuous
627_fri_c2_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862891528151643;test;0.88308609;6;20;256;10;10;350;continuous
allhyper;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836667872195723;train;5.827101595;15;320;670;13;25;2640;multinomial
allhyper;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885605945717411;test;5.827101595;15;320;670;13;25;2640;multinomial
646_fri_c3_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780812799503762;train;0.138604845;3;45;166;5;9;350;continuous
646_fri_c3_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850261662358331;test;0.138604845;3;45;166;5;9;350;continuous
645_fri_c3_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193866688843899;train;1.464180085;3;160;326;10;50;350;continuous
645_fri_c3_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369788031493441;test;1.464180085;3;160;326;10;50;350;continuous
wine_quality_red;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124190806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.810885281573608;train;2.320974435;11;240;502;7;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124190806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825865372470147;test;2.320974435;11;240;502;7;11;1120;multinomial
602_fri_c3_250_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821689215289113;train;1.97266394333333;11;18;410;4;9;175;continuous
602_fri_c3_250_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819995292415809;test;1.97266394333333;11;18;410;4;9;175;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499769555233982;train;0.618348956666667;9;50;418;10;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.620912557471929;test;0.618348956666667;9;50;418;10;10;356;continuous
vehicle;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992619491990719;train;1.25853019166667;5;200;410;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943663996863629;test;1.25853019166667;5;200;410;13;13;593;multinomial
analcatdata_germangss;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.791718231862926;train;0.914544885;5;200;410;2;5;280;multinomial
analcatdata_germangss;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.725973528972521;test;0.914544885;5;200;410;2;5;280;multinomial
labor;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.182541143333333;3;58;166;7;15;40;binomial
labor;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.615384615384615;test;0.182541143333333;3;58;166;7;15;40;binomial
wine_quality_red;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808124820868962;train;5.921975625;7;11;160;4;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742466920048516;test;5.921975625;7;11;160;4;11;1120;multinomial
analcatdata_cyyoung8092;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906015037593985;train;0.583234175;3;160;326;5;7;68;binomial
analcatdata_cyyoung8092;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.741666666666667;test;0.583234175;3;160;326;5;7;68;binomial
648_fri_c1_250_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78257292177047;train;0.795237038333333;3;72;150;47;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813454372105514;test;0.795237038333333;3;72;150;47;50;175;continuous
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998848728246319;train;0.850266135;3;160;326;10;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994175627240143;test;0.850266135;3;160;326;10;20;399;binomial
598_fri_c0_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254242682804368;train;2.861884505;15;352;734;6;25;700;continuous
598_fri_c0_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389806000146816;test;2.861884505;15;352;734;6;25;700;continuous
letter;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979968112786337;train;31.488456685;4;180;368;16;16;14000;multinomial
letter;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979741580508393;test;31.488456685;4;180;368;16;16;14000;multinomial
583_fri_c1_1000_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822687062171614;train;1.068408105;5;93;234;20;50;700;continuous
583_fri_c1_1000_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82729227318791;test;1.068408105;5;93;234;20;50;700;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.551335443389417;train;0.0393503933333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.497883162768031;test;0.0393503933333333;3;4;32;1;1;849;binomial
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.414557158941716;train;0.715534148316667;3;72;150;49;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450761903609441;test;0.715534148316667;3;72;150;49;72;742;continuous
1191_BNG_pbc;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784781700347977;train;6.55828505;11;90;512;16;18;700000;continuous
1191_BNG_pbc;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785634416169739;test;6.55828505;11;90;512;16;18;700000;continuous
analcatdata_germangss;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781920842246929;train;2.42668812333333;20;372;784;2;5;280;multinomial
analcatdata_germangss;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.676458027379686;test;2.42668812333333;20;372;784;2;5;280;multinomial
spectf;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893854748603352;train;0.62332725;3;160;326;43;44;245;binomial
spectf;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.800919540229885;test;0.62332725;3;160;326;43;44;245;binomial
auto;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.78996327725305;train;0.26747665;6;22;194;2;22;142;multinomial
auto;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816004678551262;test;0.26747665;6;22;194;2;22;142;multinomial
pima;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823970552297165;train;0.346389396666667;6;32;282;8;8;538;binomial
pima;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855800922874094;test;0.346389396666667;6;32;282;8;8;538;binomial
592_fri_c4_1000_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828144829687116;train;0.739807013333333;3;49;146;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828121543650335;test;0.739807013333333;3;49;146;5;25;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8210565848787;train;1.69584748166667;7;240;494;19;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829036176092579;test;1.69584748166667;7;240;494;19;50;700;continuous
allrep;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857941936209679;train;32.4465709616667;4;24;172;22;24;2641;multinomial
allrep;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84716757802446;test;32.4465709616667;4;24;172;22;24;2641;multinomial
556_analcatdata_apnea2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21489794335478;train;5.28419871833333;20;500;1040;2;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532713208584947;test;5.28419871833333;20;500;1040;2;3;333;continuous
vehicle;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981208583792213;train;2.28580267333333;9;280;578;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933058442720279;test;2.28580267333333;9;280;578;13;13;593;multinomial
heart_h;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935568307661331;train;2.60374186168333;20;416;872;12;12;206;binomial
heart_h;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926943308007013;test;2.60374186168333;20;416;872;12;12;206;binomial
522_pm10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843589552075774;train;0.638337845;11;35;502;5;7;350;continuous
522_pm10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82750455325022;test;0.638337845;11;35;502;5;7;350;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471674291871699;train;1.44002721166667;5;200;410;8;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503416934592541;test;1.44002721166667;5;200;410;8;10;700;continuous
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1595_poker;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814919746753879;test;2.41697024833333;3;49;166;10;10;717507;continuous
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magic;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845617451768457;train;1.10171119166667;11;36;462;8;9;13314;binomial
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churn;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960987369438074;train;2.90544205;3;160;326;15;15;3500;binomial
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706_sleuth_case1202;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.570917763553965;train;0.314271486666667;7;30;344;1;6;66;continuous
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603_fri_c0_250_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.577247360823272;test;0.380227991666667;3;66;150;50;50;175;continuous
1096_FacultySalaries;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.395804760251723;train;1.262785945;6;220;452;1;2;35;continuous
1096_FacultySalaries;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.267211888240872;test;1.262785945;6;220;452;1;2;35;continuous
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649_fri_c0_500_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45862422159934;train;0.099737655;3;25;156;5;5;350;continuous
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648_fri_c1_250_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.735361577505834;train;0.19109563;3;90;186;4;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865520487510703;test;0.19109563;3;90;186;4;50;175;continuous
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218_house_8L;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.456373766954234;train;5.08491612;11;16;366;8;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446601526395468;test;5.08491612;11;16;366;8;8;15949;continuous
589_fri_c2_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808856500074539;train;1.94922134166667;20;297;634;15;25;700;continuous
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ann_thyroid;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991671301310005;train;30.9517741766667;3;21;110;3;21;5040;multinomial
ann_thyroid;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988385844679625;test;30.9517741766667;3;21;110;3;21;5040;multinomial
4544_GeographicalOriginalofMusic;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.414266544278804;train;0.574877585;6;150;312;58;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46361041872249;test;0.574877585;6;150;312;58;72;742;continuous
analcatdata_creditscore;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999465811965812;train;0.238712058333333;3;112;230;2;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.238712058333333;3;112;230;2;6;70;binomial
contraceptive;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74236155255439;train;1.78655708331667;8;228;472;9;9;1032;multinomial
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backache;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.640801886792453;train;0.844725998333333;3;160;326;1;32;126;binomial
backache;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.459183673469388;test;0.844725998333333;3;160;326;1;32;126;binomial
prnn_fglass;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938467722837927;train;0.736291043333333;3;160;326;9;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.807951388888889;test;0.736291043333333;3;160;326;9;9;144;multinomial
609_fri_c0_1000_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477403672806225;train;1.53983400666667;5;200;410;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490008748902957;test;1.53983400666667;5;200;410;5;5;700;continuous
haberman;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712790430181735;train;0.276721866666667;7;3;48;1;3;215;binomial
haberman;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679108796296296;test;0.276721866666667;7;3;48;1;3;215;binomial
banana;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992291262135922;train;6.450627655;9;232;482;2;2;3710;binomial
banana;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963786380216304;test;6.450627655;9;232;482;2;2;3710;binomial
wine_quality_red;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79034855232278;train;0.716185776666667;17;11;376;6;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802498499475482;test;0.716185776666667;17;11;376;6;11;1120;multinomial
1191_BNG_pbc;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786596189643351;train;35.1719421766833;1;120;242;18;18;700000;continuous
1191_BNG_pbc;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787495182705959;test;35.1719421766833;1;120;242;18;18;700000;continuous
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556_analcatdata_apnea2;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.223638339193161;train;0.193562486666667;3;6;48;0;3;333;continuous
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591_fri_c1_100_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8920885735011;train;0.163033753333333;3;50;176;1;10;70;continuous
591_fri_c1_100_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892552135563062;test;0.163033753333333;3;50;176;1;10;70;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914670548207742;train;4.11249878166667;5;18;196;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916064604282995;test;4.11249878166667;5;18;196;9;9;81648;continuous
1199_BNG_echoMonths;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.717754427262411;train;1.63396575833333;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.714281112739374;test;1.63396575833333;3;160;326;9;9;12248;continuous
letter;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980900267780232;train;56.7205467566667;1;16;42;16;16;14000;multinomial
letter;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980925116109544;test;56.7205467566667;1;16;42;16;16;14000;multinomial
561_cpu;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.095709676914286;train;1.18936892333333;7;224;462;7;7;147;continuous
561_cpu;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.132801775865179;test;1.18936892333333;7;224;462;7;7;147;continuous
wine_quality_red;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75020523903794;train;0.114959185;3;11;72;5;11;1120;multinomial
wine_quality_red;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81635126600811;test;0.114959185;3;11;72;5;11;1120;multinomial
prnn_synth;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940392156862745;train;0.11628317835;6;8;112;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917857142857143;test;0.11628317835;6;8;112;2;2;175;binomial
294_satellite_image;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460772024772838;train;0.23255551;3;85;176;23;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.444878017513582;test;0.23255551;3;85;176;23;27;4505;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126094807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843794949513935;train;0.732347278333333;14;210;456;4;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126094807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827906988217537;test;0.732347278333333;14;210;456;4;49;350;continuous
backache;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788243974422036;train;5.46007955333333;20;31;852;15;31;126;binomial
backache;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.744791666666667;test;5.46007955333333;20;31;852;15;31;126;binomial
texture;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999971096896397;train;28.8689279216667;3;12;76;12;12;3850;multinomial
texture;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999929015379645;test;28.8689279216667;3;12;76;12;12;3850;multinomial
mfeat_fourier;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989060671245243;train;3.01178583333333;3;160;326;18;76;1400;multinomial
mfeat_fourier;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971260223963442;test;3.01178583333333;3;160;326;18;76;1400;multinomial
611_fri_c3_100_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753515243210606;train;0.256957663333333;7;20;302;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00150602619686;test;0.256957663333333;7;20;302;4;4;70;continuous
analcatdata_authorship;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999996326338682;train;0.936499965;3;160;326;58;70;589;multinomial
analcatdata_authorship;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999865156418555;test;0.936499965;3;160;326;58;70;589;multinomial
207_autoPrice;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255578947396078;train;1.23192100333333;6;220;452;8;9;112;continuous
207_autoPrice;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250771218781835;test;1.23192100333333;6;220;452;8;9;112;continuous
optdigits;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999287477052853;train;2.03138603;6;60;264;38;60;3934;multinomial
optdigits;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996627902930351;test;2.03138603;6;60;264;38;60;3934;multinomial
mfeat_factors;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;3.38041123333333;3;160;326;133;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996053159907583;test;3.38041123333333;3;160;326;133;133;1400;multinomial
522_pm10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830829236818275;train;0.583346433333333;10;35;460;5;7;350;continuous
522_pm10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860350518381163;test;0.583346433333333;10;35;460;5;7;350;continuous
new_thyroid;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125192557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998356791155704;train;0.187351863333333;3;5;36;4;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125192557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994541690193864;test;0.187351863333333;3;5;36;4;5;151;multinomial
597_fri_c2_500_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187437234936647;train;0.566783865;3;160;326;5;5;350;continuous
597_fri_c2_500_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317692610419032;test;0.566783865;3;160;326;5;5;350;continuous
movement_libras;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999709936606221;train;2.74208120666667;7;240;494;16;22;252;multinomial
movement_libras;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966650184765264;test;2.74208120666667;7;240;494;16;22;252;multinomial
cmc;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.730544057969595;train;3.22583193166667;7;9;134;5;9;1032;multinomial
cmc;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715806483712088;test;3.22583193166667;7;9;134;5;9;1032;multinomial
634_fri_c2_100_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.712469978972697;train;0.402816240016667;8;50;386;10;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757206397412084;test;0.402816240016667;8;50;386;10;10;70;continuous
biomed;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125182322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967721782590587;train;0.17099531665;3;8;56;6;8;147;binomial
biomed;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125182322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930555555555556;test;0.17099531665;3;8;56;6;8;147;binomial
562_cpu_small;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319430533523808;train;2.05092409333333;5;24;196;3;12;5735;continuous
562_cpu_small;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.332946558486583;test;2.05092409333333;5;24;196;3;12;5735;continuous
228_elusage;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.406517986673579;train;0.701209983333333;3;160;326;1;1;39;continuous
228_elusage;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.320402868484085;test;0.701209983333333;3;160;326;1;1;39;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302353420467172;train;1.08298004666667;7;240;494;3;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426982917598477;test;1.08298004666667;7;240;494;3;4;175;continuous
waveform_21;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967882865244764;train;2.08971496;3;160;326;21;21;3500;multinomial
waveform_21;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968157325727305;test;2.08971496;3;160;326;21;21;3500;multinomial
lupus;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84945054945055;train;0.097502315;7;2;32;1;2;61;binomial
lupus;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875816993464052;test;0.097502315;7;2;32;1;2;61;binomial
562_cpu_small;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.320483806127211;train;0.234399443333333;5;60;260;3;12;5735;continuous
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credit_a;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918918918918919;train;1.78078786833333;8;13;204;10;13;483;binomial
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594_fri_c2_100_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125191227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859969908419433;test;1.39406331333333;5;200;410;2;5;70;continuous
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560_bodyfat;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0385119621829559;train;0.166490443333333;3;69;186;1;14;177;continuous
560_bodyfat;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0356819638336138;test;0.166490443333333;3;69;186;1;14;177;continuous
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228_elusage;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.360248984121805;train;0.0578957583333333;5;5;60;1;1;39;continuous
228_elusage;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447684029784628;test;0.0578957583333333;5;5;60;1;1;39;continuous
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598_fri_c0_1000_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50117059968688;train;1.40032189333333;5;200;410;14;25;700;continuous
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547_no2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125182020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.682054293576264;test;1.07299976331667;5;200;410;7;7;350;continuous
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653_fri_c0_250_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454884356228256;train;0.337327203333333;5;120;270;13;25;175;continuous
653_fri_c0_250_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508002732746668;test;0.337327203333333;5;120;270;13;25;175;continuous
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buggyCrx;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923095467695275;test;0.813157838333333;3;160;326;14;14;483;binomial
optdigits;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125182107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99865257525951;train;31.794062155;3;55;138;37;62;3934;multinomial
optdigits;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125182107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997420009837039;test;31.794062155;3;55;138;37;62;3934;multinomial
584_fri_c4_500_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813635041226472;train;1.51933428333333;9;50;402;5;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.781294054298433;test;1.51933428333333;9;50;402;5;25;350;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801785754576817;train;1.44617253166667;6;220;452;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824493814388292;test;1.44617253166667;6;220;452;5;5;700;continuous
294_satellite_image;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455437946505306;train;2.04276766166667;5;200;410;26;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456624002242681;test;2.04276766166667;5;200;410;26;26;4505;continuous
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analcatdata_cyyoung9302;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901333333333333;train;0.599889888333333;3;160;326;2;6;65;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945652173913043;test;0.599889888333333;3;160;326;2;6;65;binomial
ann_thyroid;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993177312491008;train;14.3553965933333;3;21;130;18;21;5040;multinomial
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auto;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124204507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924344336478645;train;0.712285379983333;3;160;326;22;22;142;multinomial
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ionosphere;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993773706433837;train;0.816085255;3;160;326;5;32;246;binomial
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645_fri_c3_500_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820434960677113;train;1.51296723166667;6;220;452;35;50;350;continuous
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593_fri_c1_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8148718656376;train;0.399610073333333;8;50;376;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847567904313753;test;0.399610073333333;8;50;376;10;10;700;continuous
wine_quality_red;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.763781897926635;train;3.48219418166667;20;412;864;3;11;1120;multinomial
wine_quality_red;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.616984740220106;test;3.48219418166667;20;412;864;3;11;1120;multinomial
buggyCrx;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911097274110973;train;0.174890985;3;44;166;2;13;483;binomial
buggyCrx;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877626050420168;test;0.174890985;3;44;166;2;13;483;binomial
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529_pollen;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458382246593372;test;1.753803285;5;200;410;4;4;2694;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784497671615903;train;1.79543375001667;6;220;452;5;9;350;continuous
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616_fri_c4_500_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794297167334833;train;1.13092984833333;5;98;234;17;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.908808108353315;test;1.13092984833333;5;98;234;17;50;350;continuous
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breast_w;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987954511446955;train;0.724893915;3;160;326;9;9;490;binomial
breast_w;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992817788272334;test;0.724893915;3;160;326;9;9;490;binomial
527_analcatdata_election2000;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.135800702029636;train;0.0824264883333333;6;5;70;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.105822931781864;test;0.0824264883333333;6;5;70;1;1;47;continuous
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appendicitis;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868661257606491;train;0.108908445;3;16;100;1;4;75;binomial
appendicitis;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814814814814815;test;0.108908445;3;16;100;1;4;75;binomial
623_fri_c4_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838792206002428;train;2.05803165833333;11;20;440;4;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813293817240649;test;2.05803165833333;11;20;440;4;10;700;continuous
allbp;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996805198716074;train;2.81941172166667;6;220;452;3;25;2641;multinomial
allbp;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993556634803166;test;2.81941172166667;6;220;452;3;25;2641;multinomial
651_fri_c0_100_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.548464378123759;train;0.288454158333333;5;124;270;17;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771730284695464;test;0.288454158333333;5;124;270;17;25;70;continuous
529_pollen;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454407152000672;train;1.12300737833333;3;160;326;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435185593880627;test;1.12300737833333;3;160;326;4;4;2694;continuous
backache;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91743119266055;train;3.13946235833333;15;330;690;32;32;126;binomial
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657_fri_c2_250_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126115054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819823157361903;train;0.85309541;3;160;326;7;10;175;continuous
657_fri_c2_250_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126115054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.900424218521479;test;0.85309541;3;160;326;7;10;175;continuous
659_sleuth_ex1714;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.334370632261091;train;0.126670551666667;6;4;56;1;2;33;continuous
659_sleuth_ex1714;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.613345997563123;test;0.126670551666667;6;4;56;1;2;33;continuous
631_fri_c1_500_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858451977873686;train;1.63712593333333;5;200;410;4;5;350;continuous
631_fri_c1_500_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.758584382287832;test;1.63712593333333;5;200;410;4;5;350;continuous
228_elusage;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.533580051424652;train;0.676633386666667;3;160;326;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.606366061205519;test;0.676633386666667;3;160;326;1;1;39;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833582117044318;train;0.794430728333333;3;160;326;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812563947673769;test;0.794430728333333;3;160;326;5;5;175;continuous
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mfeat_zernike;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977594265637096;test;3.66875082833333;9;274;566;25;32;1400;multinomial
confidence;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905925925925926;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
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backache;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124192243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.97597467833333;20;124;888;25;31;126;binomial
backache;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124192243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.641337386018237;test;1.97597467833333;20;124;888;25;31;126;binomial
617_fri_c3_500_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824078434582841;train;0.351897165;3;10;72;5;5;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83654412873656;test;0.351897165;3;10;72;5;5;350;continuous
225_puma8NH;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756387751542772;train;1.51349253001667;9;16;304;2;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76608883685356;test;1.51349253001667;9;16;304;2;8;5735;continuous
228_elusage;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490576822155287;train;0.0422150683166667;3;2;16;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.395628675992723;test;0.0422150683166667;3;2;16;1;1;39;continuous
horse_colic;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930070153061225;train;2.04343425;9;280;578;16;22;258;binomial
horse_colic;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884502923976608;test;2.04343425;9;280;578;16;22;258;binomial
615_fri_c4_250_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802157296654035;train;0.949669926666667;3;160;326;9;9;175;continuous
615_fri_c4_250_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748418930284437;test;0.949669926666667;3;160;326;9;9;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787705607658371;train;1.63177923;6;220;452;10;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878454978647975;test;1.63177923;6;220;452;10;10;175;continuous
344_mv;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449760573831988;train;1.04554743833333;9;45;418;7;9;28538;continuous
344_mv;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458019501805279;test;1.04554743833333;9;45;418;7;9;28538;continuous
mfeat_factors;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124212232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999166444525554;train;2.42045311833333;3;160;326;128;134;1400;multinomial
mfeat_factors;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124212232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994477503536822;test;2.42045311833333;3;160;326;128;134;1400;multinomial
australian;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943511290772233;train;1.31680066833333;7;240;494;12;14;483;binomial
australian;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911786786786787;test;1.31680066833333;7;240;494;12;14;483;binomial
analcatdata_authorship;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999875162603898;train;1.12763903666667;3;160;326;16;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998840188384967;test;1.12763903666667;3;160;326;16;70;589;multinomial
wdbc;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995262194465382;train;0.191989486666667;3;80;166;15;22;399;binomial
wdbc;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991155660377358;test;0.191989486666667;3;80;166;15;22;399;binomial
573_cpu_act;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.283053293111146;train;2.67339190333333;7;240;494;5;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.29182513879738;test;2.67339190333333;7;240;494;5;17;5735;continuous
1191_BNG_pbc;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794365361870048;train;32.2343909216667;3;36;146;17;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795498963981819;test;32.2343909216667;3;36;146;17;18;700000;continuous
620_fri_c1_1000_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126103813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284888892151493;train;2.14663812333333;6;220;452;4;25;700;continuous
620_fri_c1_1000_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126103813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361376365183912;test;2.14663812333333;6;220;452;4;25;700;continuous
1030_ERA;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7351673118654;train;0.961067593316667;5;200;410;4;4;700;continuous
1030_ERA;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785873016041883;test;0.961067593316667;5;200;410;4;4;700;continuous
phoneme;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812947767536293;train;0.279915208316667;3;5;36;5;5;3783;binomial
phoneme;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816009845776886;test;0.279915208316667;3;5;36;5;5;3783;binomial
pima;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125184415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816700268817204;train;1.85914308;8;260;536;6;8;538;binomial
pima;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125184415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842452208305867;test;1.85914308;8;260;536;6;8;538;binomial
573_cpu_act;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331948539226674;train;0.415448283333333;7;85;344;1;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336427735119931;test;0.415448283333333;7;85;344;1;17;5735;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829902601869183;train;0.772611233333333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827395502704478;test;0.772611233333333;3;160;326;5;5;350;continuous
dis;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972223194595162;train;2.07882958001667;3;160;326;1;25;2641;binomial
dis;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893816344801125;test;2.07882958001667;3;160;326;1;25;2641;binomial
schizo;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.681410751028807;train;0.312204205;11;13;282;10;13;238;multinomial
schizo;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.577087842712843;test;0.312204205;11;13;282;10;13;238;multinomial
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126104553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203051154209743;train;1.16132183333333;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126104553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332995768371797;test;1.16132183333333;3;160;326;10;25;700;continuous
penguins;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999711431742508;train;0.72098733;3;160;326;5;7;241;multinomial
penguins;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.72098733;3;160;326;5;7;241;multinomial
heart_h;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919496456151486;train;0.672457523333333;3;160;326;11;12;206;binomial
heart_h;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.828298887122416;test;0.672457523333333;3;160;326;11;12;206;binomial
mfeat_morphological;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916169527705431;train;0.0523287683333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916294960993459;test;0.0523287683333333;3;2;16;2;2;1400;multinomial
breast_cancer_wisconsin;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996338968450522;train;0.82457544;3;22;136;22;22;399;binomial
breast_cancer_wisconsin;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991155660377358;test;0.82457544;3;22;136;22;22;399;binomial
allrep;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936444670287209;train;20.0055325633167;5;25;210;4;25;2641;multinomial
allrep;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92095198560952;test;20.0055325633167;5;25;210;4;25;2641;multinomial
561_cpu;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.218508131429612;train;0.914673608333333;8;14;238;2;7;147;continuous
561_cpu;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.411583437864384;test;0.914673608333333;8;14;238;2;7;147;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805441981657348;train;0.193240414983333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837770712580935;test;0.193240414983333;3;10;72;5;5;700;continuous
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ring;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820501902727927;train;1.46577073333333;3;160;326;20;20;5180;binomial
ring;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805774286737031;test;1.46577073333333;3;160;326;20;20;5180;binomial
prnn_fglass;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875537190082645;train;0.286410868333333;9;9;172;3;9;144;multinomial
prnn_fglass;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857556059460821;test;0.286410868333333;9;9;172;3;9;144;multinomial
churn;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860888002360139;train;1.91478807666667;5;200;410;8;15;3500;binomial
churn;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861550051793954;test;1.91478807666667;5;200;410;8;15;3500;binomial
606_fri_c2_1000_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159700506661146;train;3.30427890833333;10;300;620;6;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312685113930262;test;3.30427890833333;10;300;620;6;10;700;continuous
mnist;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995044704966367;train;125.930933084983;0;100;200;520;523;49000;multinomial
mnist;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993665596028818;test;125.930933084983;0;100;200;520;523;49000;multinomial
658_fri_c3_250_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245790950766452;train;1.886089245;7;240;494;5;25;175;continuous
658_fri_c3_250_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.407570829730695;test;1.886089245;7;240;494;5;25;175;continuous
colic;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880322725235321;train;1.60767228166667;5;22;194;9;22;258;binomial
colic;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907908992416035;test;1.60767228166667;5;22;194;9;22;258;binomial
678_visualizing_environmental;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.766285462397678;train;1.20281772;7;236;486;1;3;78;continuous
678_visualizing_environmental;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794512930358811;test;1.20281772;7;236;486;1;3;78;continuous
wine_recognition;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988957487757007;train;0.113685135;5;13;114;2;13;125;multinomial
wine_recognition;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962694168576521;test;0.113685135;5;13;114;2;13;125;multinomial
618_fri_c3_1000_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828819750183859;train;2.27368259166667;11;100;486;4;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861607233300301;test;2.27368259166667;11;100;486;4;50;700;continuous
segmentation;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998128603780891;train;0.15597808;3;13;88;12;13;1617;multinomial
segmentation;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996610592814611;test;0.15597808;3;13;88;12;13;1617;multinomial
twonorm;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997681496818021;train;0.251660711666667;3;58;166;20;20;5180;binomial
twonorm;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998729356096127;test;0.251660711666667;3;58;166;20;20;5180;binomial
twonorm;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999402484519459;train;4.23112461335;3;160;326;20;20;5180;binomial
twonorm;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997716900538217;test;4.23112461335;3;160;326;20;20;5180;binomial
churn;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125200323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947933685839584;train;5.28217606166667;15;330;690;14;15;3500;binomial
churn;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125200323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902480861171629;test;5.28217606166667;15;330;690;14;15;3500;binomial
1595_poker;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.758462164004123;train;246.137720875;0;100;200;5;10;717507;continuous
1595_poker;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.758458058289025;test;246.137720875;0;100;200;5;10;717507;continuous
294_satellite_image;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460651842261571;train;5.17822339833333;7;50;314;25;25;4505;continuous
294_satellite_image;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468665798699247;test;5.17822339833333;7;50;314;25;25;4505;continuous
analcatdata_lawsuit;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99921568627451;train;0.322137218333333;5;4;46;2;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99;test;0.322137218333333;5;4;46;2;4;185;binomial
magic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839505996978729;train;0.28648497665;3;36;156;9;9;13314;binomial
magic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84485032360294;test;0.28648497665;3;36;156;9;9;13314;binomial
616_fri_c4_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184320680207309;train;3.87604904666667;20;412;864;5;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349040484127574;test;3.87604904666667;20;412;864;5;49;350;continuous
192_vineyard;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551535896681972;train;0.590696756666667;3;160;326;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500855224468311;test;0.590696756666667;3;160;326;1;1;37;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.263691159571269;train;0.694096931666667;3;160;326;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.28095530072244;test;0.694096931666667;3;160;326;3;3;227;continuous
tokyo1;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126110422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973620987891601;train;0.447466676683333;7;86;334;20;22;672;binomial
tokyo1;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126110422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98208280790248;test;0.447466676683333;7;86;334;20;22;672;binomial
agaricus_lepiota;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125133356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999995316482531;train;1.91056252333333;3;160;326;12;20;5702;binomial
agaricus_lepiota;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125133356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999989938774087;test;1.91056252333333;3;160;326;12;20;5702;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.153678183333333;3;4;30;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986486486486486;test;0.153678183333333;3;4;30;2;4;185;binomial
labor;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.679227296666667;10;60;460;5;15;40;binomial
labor;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95;test;0.679227296666667;10;60;460;5;15;40;binomial
626_fri_c2_500_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242199557716156;train;6.03137656666667;13;360;746;8;50;350;continuous
626_fri_c2_500_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378141624585757;test;6.03137656666667;13;360;746;8;50;350;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996628131021195;train;0.308114521666667;5;4;46;4;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.308114521666667;5;4;46;4;4;185;binomial
bupa;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704515952722552;train;0.628953501666667;3;160;326;5;5;242;binomial
bupa;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.635392829900839;test;0.628953501666667;3;160;326;5;5;242;binomial
credit_g;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898865577086374;train;1.54342959166667;5;200;410;17;20;700;binomial
credit_g;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.77441563488979;test;1.54342959166667;5;200;410;17;20;700;binomial
197_cpu_act;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181687593821162;train;19.8515542533333;15;336;702;12;16;5735;continuous
197_cpu_act;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216963273851089;test;19.8515542533333;15;336;702;12;16;5735;continuous
bupa;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.690095628415301;train;0.470386048333333;13;20;448;5;5;242;binomial
bupa;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706727135298564;test;0.470386048333333;13;20;448;5;5;242;binomial
556_analcatdata_apnea2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240803310730544;train;0.688431568333333;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598206838489672;test;0.688431568333333;3;160;326;0;3;333;continuous
592_fri_c4_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826834790235056;train;0.88498022;3;160;326;10;25;700;continuous
592_fri_c4_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862995973181341;test;0.88498022;3;160;326;10;25;700;continuous
628_fri_c3_1000_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.153081852979817;train;2.39729379166667;13;305;636;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28772927696119;test;2.39729379166667;13;305;636;5;5;700;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23958590944895;train;1.910815625;10;300;620;4;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376610690174755;test;1.910815625;10;300;620;4;10;350;continuous
bupa;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679439890710382;train;0.404278555016667;6;5;66;5;5;242;binomial
bupa;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.673469387755102;test;0.404278555016667;6;5;66;5;5;242;binomial
flags;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873164818648877;train;0.932797606666667;3;160;326;38;39;125;multinomial
flags;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699588037235096;test;0.932797606666667;3;160;326;38;39;125;multinomial
627_fri_c2_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824908292711142;train;1.14618921;5;20;216;10;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828234932429837;test;1.14618921;5;20;216;10;10;350;continuous
haberman;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.729058518168948;train;2.35846854833333;15;393;816;3;3;215;binomial
haberman;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.646829810901001;test;2.35846854833333;15;393;816;3;3;215;binomial
buggyCrx;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928290359324842;train;0.683139659983333;3;160;326;10;14;483;binomial
buggyCrx;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930954676952748;test;0.683139659983333;3;160;326;10;14;483;binomial
574_house_16H;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.692609585665118;train;6.718768;7;30;306;12;15;15949;continuous
574_house_16H;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.676290213686994;test;6.718768;7;30;306;12;15;15949;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22281592980667;train;3.20495359166667;9;280;578;5;50;700;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356149507096594;test;3.20495359166667;9;280;578;5;50;700;continuous
583_fri_c1_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818519664211026;train;0.586024355;7;170;354;12;50;700;continuous
583_fri_c1_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825953557524583;test;0.586024355;7;170;354;12;50;700;continuous
573_cpu_act;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125135546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166541509797943;train;6.55080677;5;200;410;15;17;5735;continuous
573_cpu_act;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125135546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192069225814354;test;6.55080677;5;200;410;15;17;5735;continuous
1030_ERA;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.701301626156359;train;2.71131911166667;20;381;802;4;4;700;continuous
1030_ERA;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791312919909868;test;2.71131911166667;20;381;802;4;4;700;continuous
credit_g;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.810411120970127;train;2.67727889;18;412;860;15;20;700;binomial
credit_g;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799622452945422;test;2.67727889;18;412;860;15;20;700;binomial
651_fri_c0_100_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125185314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.680057433807379;train;0.18554235;3;90;186;9;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125185314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566772385538733;test;0.18554235;3;90;186;9;25;70;continuous
horse_colic;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878475765306123;train;0.234069599983333;3;62;174;3;22;258;binomial
horse_colic;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904605263157895;test;0.234069599983333;3;62;174;3;22;258;binomial
mfeat_karhunen;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124204532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999704130810253;train;18.7142789750167;3;59;138;49;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124204532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994987499815506;test;18.7142789750167;3;59;138;49;64;1400;multinomial
optdigits;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999782987489379;train;39.4100199366667;2;46;96;50;61;3934;multinomial
optdigits;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998600509581465;test;39.4100199366667;2;46;96;50;61;3934;multinomial
allhyper;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125133112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921637351900691;train;33.51386186165;9;25;368;20;25;2640;multinomial
allhyper;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125133112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838371791547835;test;33.51386186165;9;25;368;20;25;2640;multinomial
churn;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126093240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865240323159475;train;1.62207772833333;18;60;796;6;15;3500;binomial
churn;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126093240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857888525780683;test;1.62207772833333;18;60;796;6;15;3500;binomial
Hill_Valley_without_noise;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0379829883333333;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0379829883333333;3;4;32;0;1;849;binomial
penguins;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9995904995905;train;0.734425825;3;160;326;7;7;241;multinomial
penguins;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999322493224932;test;0.734425825;3;160;326;7;7;241;multinomial
653_fri_c0_250_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47371515992241;train;1.38191388666667;6;220;452;23;25;175;continuous
653_fri_c0_250_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53027320864903;test;1.38191388666667;6;220;452;23;25;175;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856745212403444;train;1.88806849501667;10;20;398;6;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86314335954692;test;1.88806849501667;10;20;398;6;10;350;continuous
flags;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.798867572156197;train;1.27599302666667;5;200;410;5;36;125;multinomial
flags;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.648541666666667;test;1.27599302666667;5;200;410;5;36;125;multinomial
644_fri_c4_250_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372979726069422;train;3.4916284;13;360;746;2;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.554458571179123;test;3.4916284;13;360;746;2;25;175;continuous
mfeat_fourier;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991804342057532;train;5.60160642335;3;160;326;18;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975514614618084;test;5.60160642335;3;160;326;18;76;1400;multinomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125131325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0400518016666667;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125131325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0400518016666667;3;4;32;0;1;849;binomial
bupa;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725626836100294;train;0.0871624283333333;3;20;104;5;5;242;binomial
bupa;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.646453089244851;test;0.0871624283333333;3;20;104;5;5;242;binomial
analcatdata_lawsuit;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.705448701666667;3;160;326;4;4;185;binomial
analcatdata_lawsuit;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99;test;0.705448701666667;3;160;326;4;4;185;binomial
analcatdata_boxing2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74213691026827;train;0.140183023333333;6;12;142;1;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.508571428571429;test;0.140183023333333;6;12;142;1;3;93;binomial
new_thyroid;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999280834232291;train;0.04092868835;3;5;36;3;5;151;multinomial
new_thyroid;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999211977935382;test;0.04092868835;3;5;36;3;5;151;multinomial
344_mv;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139883836253245;train;4.14867942833333;7;208;430;5;9;28538;continuous
344_mv;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139469846313463;test;4.14867942833333;7;208;430;5;9;28538;continuous
allrep;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926724721780411;train;33.4677018416667;8;25;326;22;25;2641;multinomial
allrep;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895667174023338;test;33.4677018416667;8;25;326;22;25;2641;multinomial
589_fri_c2_1000_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803731520732617;train;0.29117454335;5;121;260;6;25;700;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840045723795292;test;0.29117454335;5;121;260;6;25;700;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85253025823459;train;0.809408358333333;3;160;326;10;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848548997562741;test;0.809408358333333;3;160;326;10;10;175;continuous
537_houses;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60523657984487;train;1.03256483333333;3;10;72;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.599169366202116;test;1.03256483333333;3;10;72;5;5;14448;continuous
cleveland;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.687820659722222;train;0.547760865;14;13;342;3;13;213;multinomial
cleveland;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707696805006588;test;0.547760865;14;13;342;3;13;213;multinomial
1595_poker;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125105919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81406696470198;train;30.21971357;2;160;284;4;10;717507;continuous
1595_poker;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125105919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814712664673841;test;30.21971357;2;160;284;4;10;717507;continuous
tokyo1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988850479575442;train;0.837316868333333;3;160;326;23;23;672;binomial
tokyo1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982800982800983;test;0.837316868333333;3;160;326;23;23;672;binomial
527_analcatdata_election2000;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.134146540317286;train;1.25488639666667;6;220;452;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31559080396309;test;1.25488639666667;6;220;452;1;1;47;continuous
haberman;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124190059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742324561403509;train;3.10916230666667;15;397;826;2;3;215;binomial
haberman;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124190059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748097412480974;test;3.10916230666667;15;397;826;2;3;215;binomial
649_fri_c0_500_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.47435302506802;train;0.229179043333333;6;25;282;5;5;350;continuous
649_fri_c0_500_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.444761013372043;test;0.229179043333333;6;25;282;5;5;350;continuous
344_mv;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134527650945326;train;6.80563165166667;7;224;462;5;10;28538;continuous
344_mv;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133476058449087;test;6.80563165166667;7;224;462;5;10;28538;continuous
pendigits;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124204429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99749549967506;train;1.06589571833333;5;16;146;15;16;7695;multinomial
pendigits;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124204429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997418990567106;test;1.06589571833333;5;16;146;15;16;7695;multinomial
560_bodyfat;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0450447198274595;train;0.165734055;3;65;186;1;13;177;continuous
560_bodyfat;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0501898375175427;test;0.165734055;3;65;186;1;13;177;continuous
allbp;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993939082427055;train;3.67550909166667;6;220;452;2;25;2641;multinomial
allbp;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990140936367965;test;3.67550909166667;6;220;452;2;25;2641;multinomial
banana;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980476192433921;train;2.27397615666667;3;160;326;2;2;3710;binomial
banana;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960800256081946;test;2.27397615666667;3;160;326;2;2;3710;binomial
Hill_Valley_without_noise;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125100052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.641457671546305;train;3.16629555833333;20;496;1032;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125100052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.547983821546758;test;3.16629555833333;20;496;1032;1;1;849;binomial
609_fri_c0_1000_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476475810870535;train;0.232317245;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49263628925524;test;0.232317245;3;10;72;5;5;700;continuous
1030_ERA;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739561953898483;train;0.210785385;3;8;60;4;4;700;continuous
1030_ERA;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80053563811002;test;0.210785385;3;8;60;4;4;700;continuous
analcatdata_happiness;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125180136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886036706349206;train;3.45962133166667;20;500;1040;2;3;42;multinomial
analcatdata_happiness;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125180136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.520833333333333;test;3.45962133166667;20;500;1040;2;3;42;multinomial
562_cpu_small;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295128849424481;train;2.44291528833333;6;220;452;3;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.309298958480343;test;2.44291528833333;6;220;452;3;12;5735;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218899204027145;train;1.80267008;6;220;452;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322602289457825;test;1.80267008;6;220;452;5;5;700;continuous
bupa;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.64467997530356;train;0.66003889;11;5;116;5;5;242;binomial
bupa;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.756079027355623;test;0.66003889;11;5;116;5;5;242;binomial
706_sleuth_case1202;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504130132471653;train;2.07160599333333;8;260;536;6;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.527968266209403;test;2.07160599333333;8;260;536;6;6;66;continuous
analcatdata_boxing2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.705603038936372;train;0.330060918333333;11;12;262;2;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.649732620320856;test;0.330060918333333;11;12;262;2;3;93;binomial
mfeat_karhunen;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999679798979061;train;2.14277826501667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995614462173501;test;2.14277826501667;3;160;326;64;64;1400;multinomial
breast;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994309997118986;train;0.894663328333333;3;160;326;5;9;490;binomial
breast;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990650141335073;test;0.894663328333333;3;160;326;5;9;490;binomial
613_fri_c3_250_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.769570666079157;train;0.206781913333333;6;20;262;3;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892780671391589;test;0.206781913333333;6;20;262;3;4;175;continuous
prnn_crabs;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.50994965;3;160;326;3;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986607142857143;test;0.50994965;3;160;326;3;3;140;binomial
banana;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.54735201321233;train;0.06333617;3;8;64;2;2;3710;binomial
banana;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535126440460948;test;0.06333617;3;8;64;2;2;3710;binomial
hepatitis;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907467532467532;train;2.29491646;10;19;366;18;19;109;binomial
hepatitis;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.675324675324675;test;2.29491646;10;19;366;18;19;109;binomial
colic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879769685652039;train;0.550390146666667;7;77;342;3;22;258;binomial
colic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912821559820335;test;0.550390146666667;7;77;342;3;22;258;binomial
635_fri_c0_250_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.666823158945467;train;1.44872159833333;5;200;410;6;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.585183913846071;test;1.44872159833333;5;200;410;6;10;175;continuous
texture;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999291570733911;train;0.57004152;5;12;126;9;12;3850;multinomial
texture;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9990969898446;test;0.57004152;5;12;126;9;12;3850;multinomial
690_visualizing_galaxy;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.281222991914092;train;1.055393845;6;204;420;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.298590932365444;test;1.055393845;6;204;420;3;3;227;continuous
flags;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913733743633277;train;0.40548281;5;36;222;12;36;125;multinomial
flags;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638145833333333;test;0.40548281;5;36;222;12;36;125;multinomial
634_fri_c2_100_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394054991800252;train;0.750905405;3;160;326;5;9;70;continuous
634_fri_c2_100_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594559718336314;test;0.750905405;3;160;326;5;9;70;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213559980082159;train;3.73184059666667;7;240;494;8;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306511574408268;test;3.73184059666667;7;240;494;8;10;700;continuous
phoneme;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795238567582475;train;1.10331391833333;3;160;326;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788216690850913;test;1.10331391833333;3;160;326;5;5;3783;binomial
626_fri_c2_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406398196919866;train;1.27722954333333;3;160;326;2;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.470166666886586;test;1.27722954333333;3;160;326;2;50;350;continuous
spambase;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980754778729955;train;2.48471390166667;5;200;410;54;55;3221;binomial
spambase;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976699272030567;test;2.48471390166667;5;200;410;54;55;3221;binomial
horse_colic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912723214285714;train;0.681537475;3;160;326;8;22;258;binomial
horse_colic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887061403508772;test;0.681537475;3;160;326;8;22;258;binomial
643_fri_c2_500_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917730247389459;train;0.36699945;6;124;312;1;25;350;continuous
643_fri_c2_500_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882621747854188;test;0.36699945;6;124;312;1;25;350;continuous
flags;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881915049970606;train;0.820836641666667;3;160;326;39;39;125;multinomial
flags;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.753606701940035;test;0.820836641666667;3;160;326;39;39;125;multinomial
cars;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837310696229794;train;0.107317305;8;6;102;4;6;275;multinomial
cars;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834200083542189;test;0.107317305;8;6;102;4;6;275;multinomial
547_no2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.65630955936433;train;1.42624135;7;240;494;6;7;350;continuous
547_no2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.695670204142305;test;1.42624135;7;240;494;6;7;350;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990848720440557;train;0.495730558333333;8;84;376;7;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987838827838828;test;0.495730558333333;8;84;376;7;21;399;binomial
mfeat_factors;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936606903626938;train;24.14349798;8;115;348;97;134;1400;multinomial
mfeat_factors;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932580280696766;test;24.14349798;8;115;348;97;134;1400;multinomial
562_cpu_small;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126090209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297364527889162;train;3.2182833;10;284;588;3;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126090209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.302483978414099;test;3.2182833;10;284;588;3;12;5735;continuous
574_house_16H;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347289614656836;train;18.1994384333333;15;352;734;15;15;15949;continuous
574_house_16H;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384973201994142;test;18.1994384333333;15;352;734;15;15;15949;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817231535750385;train;0.118787811666667;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80286660758867;test;0.118787811666667;3;25;156;5;5;700;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818293464340679;train;0.241392275;3;10;72;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837206518008647;test;0.241392275;3;10;72;5;5;350;continuous
biomed;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968825910931174;train;0.56322319665;11;32;494;6;8;147;binomial
biomed;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94314381270903;test;0.56322319665;11;32;494;6;8;147;binomial
diabetes;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964685693641619;train;0.906188981666667;3;160;326;8;8;538;binomial
diabetes;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8392002734108;test;0.906188981666667;3;160;326;8;8;538;binomial
allbp;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980245703111227;train;2.38983765833333;7;192;398;13;25;2641;multinomial
allbp;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977203339296363;test;2.38983765833333;7;192;398;13;25;2641;multinomial
658_fri_c3_250_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.884705685039027;train;0.983881283333333;5;200;410;1;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.02870179165568;test;0.983881283333333;5;200;410;1;25;175;continuous
clean2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99561168001229;train;4.35649855333333;3;160;326;1;105;4619;binomial
clean2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995155312581515;test;4.35649855333333;3;160;326;1;105;4619;binomial
prnn_fglass;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911032645033205;train;0.117981554983333;5;9;100;4;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861304347826087;test;0.117981554983333;5;9;100;4;9;144;multinomial
1199_BNG_echoMonths;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.717321908629152;train;2.17515264666667;3;160;326;7;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.708511288304248;test;2.17515264666667;3;160;326;7;9;12248;continuous
new_thyroid;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998219208575196;train;0.594357585;3;160;326;5;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992021276595745;test;0.594357585;3;160;326;5;5;151;multinomial
659_sleuth_ex1714;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.383093145173298;train;0.965282688333333;7;208;430;3;3;33;continuous
659_sleuth_ex1714;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.601667983768735;test;0.965282688333333;7;208;430;3;3;33;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124191704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824757027800948;train;0.163418008333333;3;85;176;10;25;700;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124191704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870343357888294;test;0.163418008333333;3;85;176;10;25;700;continuous
allhypo;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98140636070533;train;6.317919835;20;468;976;2;25;2639;multinomial
allhypo;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95233335337502;test;6.317919835;20;468;976;2;25;2639;multinomial
527_analcatdata_election2000;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321415885802523;train;0.331039243333333;11;6;142;1;3;47;continuous
527_analcatdata_election2000;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.344577931097795;test;0.331039243333333;11;6;142;1;3;47;continuous
210_cloud;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184127818659905;train;1.309499415;6;220;452;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406316157522843;test;1.309499415;6;220;452;5;5;76;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802015108408688;train;0.161833771666667;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870946595914757;test;0.161833771666667;3;85;176;5;25;700;continuous
analcatdata_authorship;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.536003056666667;5;70;222;63;70;589;multinomial
analcatdata_authorship;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983846320245986;test;0.536003056666667;5;70;222;63;70;589;multinomial
clean2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972522021325916;train;4.40158694333333;3;160;326;107;107;4619;binomial
clean2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956785071206417;test;4.40158694333333;3;160;326;107;107;4619;binomial
mfeat_morphological;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915798621453143;train;0.581879356666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911781902362588;test;0.581879356666667;3;2;16;2;2;1400;multinomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530971874129769;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456421595725078;test;;-Inf;-Inf;;1;1;849;binomial
prnn_synth;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970588235294118;train;0.656496041666667;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918214285714286;test;0.656496041666667;3;160;326;2;2;175;binomial
547_no2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.616584504425243;train;0.817623341666667;6;14;156;7;7;350;continuous
547_no2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.702553402224189;test;0.817623341666667;6;14;156;7;7;350;continuous
german;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853976569749459;train;1.81463871666667;9;280;578;20;20;700;binomial
german;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.739118782161235;test;1.81463871666667;9;280;578;20;20;700;binomial
503_wind;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468496427356195;train;2.60584388501667;5;28;200;13;14;4602;continuous
503_wind;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481356819095182;test;2.60584388501667;5;28;200;13;14;4602;continuous
503_wind;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394915272429398;train;6.71751114166667;3;160;326;14;14;4602;continuous
503_wind;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459054269727282;test;6.71751114166667;3;160;326;14;14;4602;continuous
647_fri_c1_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79676807555803;train;0.851587885016667;3;160;326;10;10;175;continuous
647_fri_c1_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851420725706768;test;0.851587885016667;3;160;326;10;10;175;continuous
diabetes;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844349112426036;train;0.836137403333333;7;8;118;6;8;538;binomial
diabetes;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815268700072622;test;0.836137403333333;7;8;118;6;8;538;binomial
601_fri_c1_250_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126102312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784821543099759;train;0.336017875;9;25;408;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126102312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858562044102364;test;0.336017875;9;25;408;5;5;175;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837599183736583;train;1.18440924333333;5;200;410;5;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838631157635487;test;1.18440924333333;5;200;410;5;5;70;continuous
heart_c;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933522929257021;train;0.620254153333333;3;160;326;10;13;213;binomial
heart_c;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915380786460926;test;0.620254153333333;3;160;326;10;13;213;binomial
auto;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125190332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895934347382518;train;1.72871452333333;8;228;472;19;19;142;multinomial
auto;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125190332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894804318488529;test;1.72871452333333;8;228;472;19;19;142;multinomial
diabetes;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125102353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836681657615039;train;0.627890231666667;12;32;536;6;8;538;binomial
diabetes;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125102353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834010678141685;test;0.627890231666667;12;32;536;6;8;538;binomial
651_fri_c0_100_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125095011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459995518186526;train;1.55875928333333;6;220;452;22;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125095011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.745611668197654;test;1.55875928333333;6;220;452;22;25;70;continuous
mfeat_fourier;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979966089959012;train;0.81883587;5;63;222;22;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966574084171212;test;0.81883587;5;63;222;22;76;1400;multinomial
666_rmftsa_ladata;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.556302063264136;train;4.66338887333333;16;20;642;4;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.635935350593898;test;4.66338887333333;16;20;642;4;10;356;continuous
page_blocks;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994128580115778;train;7.46359296333333;13;360;746;7;8;3832;multinomial
page_blocks;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982821981860909;test;7.46359296333333;13;360;746;7;8;3832;multinomial
appendicitis;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907222222222222;train;0.660092228333333;3;160;326;2;4;75;binomial
appendicitis;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.713333333333333;test;0.660092228333333;3;160;326;2;4;75;binomial
breast_cancer;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76456194795894;train;0.761113175;11;36;490;4;9;201;binomial
breast_cancer;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.645697522816167;test;0.761113175;11;36;490;4;9;201;binomial
schizo;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678625235404896;train;0.565344091666667;15;13;372;5;13;238;multinomial
schizo;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.592499364352911;test;0.565344091666667;15;13;372;5;13;238;multinomial
654_fri_c0_500_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.548121979858239;train;0.730358926666667;5;20;208;4;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523930616167742;test;0.730358926666667;5;20;208;4;10;350;continuous
647_fri_c1_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.888625836901418;train;0.871611465;3;160;326;5;10;175;continuous
647_fri_c1_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829022054686382;test;0.871611465;3;160;326;5;10;175;continuous
segmentation;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998177644562089;train;0.186108556666667;3;14;94;10;14;1617;multinomial
segmentation;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997033870320872;test;0.186108556666667;3;14;94;10;14;1617;multinomial
591_fri_c1_100_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.68879697236613;train;1.37103339166667;5;200;410;9;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.26619756799226;test;1.37103339166667;5;200;410;9;10;70;continuous
Hill_Valley_without_noise;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530971874129769;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456421595725078;test;;-Inf;-Inf;;1;1;849;binomial
penguins;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999859826184469;train;0.674113356666667;3;160;326;5;7;241;multinomial
penguins;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.674113356666667;3;160;326;5;7;241;multinomial
breast_cancer_wisconsin;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996209912536443;train;0.92189894;3;160;326;9;22;399;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992149014778325;test;0.92189894;3;160;326;9;22;399;binomial
ionosphere;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953910220214568;train;3.73866722166667;14;32;572;31;32;246;binomial
ionosphere;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868268434134217;test;3.73866722166667;14;32;572;31;32;246;binomial
611_fri_c3_100_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831713767303448;train;0.222078191666667;6;20;264;4;4;70;continuous
611_fri_c3_100_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.737545195460067;test;0.222078191666667;6;20;264;4;4;70;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820675691750082;train;0.219516485;3;90;186;5;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822210615468584;test;0.219516485;3;90;186;5;50;350;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822056248432754;train;0.417467361666667;3;20;130;4;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832686342390675;test;0.417467361666667;3;20;130;4;10;700;continuous
562_cpu_small;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.19584716867496;train;0.47765256;9;60;428;12;12;5735;continuous
562_cpu_small;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.208189673857585;test;0.47765256;9;60;428;12;12;5735;continuous
heart_statlog;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937218721872187;train;2.137565685;12;13;302;12;13;189;binomial
heart_statlog;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911352040816326;test;2.137565685;12;13;302;12;13;189;binomial
586_fri_c3_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795429668779384;train;2.03776190833333;7;50;314;7;25;700;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868608951802012;test;2.03776190833333;7;50;314;7;25;700;continuous
635_fri_c0_250_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396137918741386;train;1.54062497833333;7;240;494;5;10;175;continuous
635_fri_c0_250_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.565050306141807;test;1.54062497833333;7;240;494;5;10;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.72855673348192;train;0.675336348333333;3;50;150;19;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831890996744198;test;0.675336348333333;3;50;150;19;25;175;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290225731314844;train;0.800456416666667;3;160;326;10;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443096952119226;test;0.800456416666667;3;160;326;10;10;700;continuous
218_house_8L;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33532887686281;train;31.8408794166667;12;340;704;8;8;15949;continuous
218_house_8L;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364287562559457;test;31.8408794166667;12;340;704;8;8;15949;continuous
ionosphere;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125142426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986964098989195;train;0.851900003333333;3;160;326;28;32;246;binomial
ionosphere;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125142426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958587619877943;test;0.851900003333333;3;160;326;28;32;246;binomial
627_fri_c2_500_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820697397753584;train;0.109333205;3;50;166;5;10;350;continuous
627_fri_c2_500_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821140974556666;test;0.109333205;3;50;166;5;10;350;continuous
breast_w;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.39778062;6;32;284;7;8;490;binomial
breast_w;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982157339821573;test;0.39778062;6;32;284;7;8;490;binomial
522_pm10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828591604418836;train;0.208956863333333;3;35;166;6;7;350;continuous
522_pm10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855974098603829;test;0.208956863333333;3;35;166;6;7;350;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488253556252647;train;1.32476038;6;132;276;31;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481831329897763;test;1.32476038;6;132;276;31;72;742;continuous
634_fri_c2_100_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125144636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.72981071098175;train;3.03682276166667;16;414;860;8;9;70;continuous
634_fri_c2_100_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125144636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787454903063706;test;3.03682276166667;16;414;860;8;9;70;continuous
backache;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931603773584906;train;3.81443953666667;20;500;1040;29;32;126;binomial
backache;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.63265306122449;test;3.81443953666667;20;500;1040;29;32;126;binomial
604_fri_c4_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855216082933467;train;1.49598137333333;6;20;254;9;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869823599931771;test;1.49598137333333;6;20;254;9;10;350;continuous
australian;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124200638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981704767214943;train;1.07034971833333;3;160;326;14;14;483;binomial
australian;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124200638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920701951951952;test;1.07034971833333;3;160;326;14;14;483;binomial
prnn_crabs;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998564102564103;train;0.114874441666667;3;16;114;3;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.114874441666667;3;16;114;3;4;140;binomial
dermatology;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998719918074757;train;1.66603936166667;6;220;452;17;25;257;multinomial
dermatology;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985303643724696;test;1.66603936166667;6;220;452;17;25;257;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962151643282722;train;0.282392728333333;11;9;208;8;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913298059964727;test;0.282392728333333;11;9;208;8;9;144;multinomial
saheart;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125180921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864572498439775;train;0.701733141666667;3;160;326;7;9;324;binomial
saheart;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125180921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742652329749104;test;0.701733141666667;3;160;326;7;9;324;binomial
pendigits;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997602972600317;train;0.63038999165;3;16;92;15;16;7695;multinomial
pendigits;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997156624674691;test;0.63038999165;3;16;92;15;16;7695;multinomial
594_fri_c2_100_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124182147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.890912898315241;train;0.16614045;3;10;76;1;5;70;continuous
594_fri_c2_100_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124182147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821799669480782;test;0.16614045;3;10;76;1;5;70;continuous
nikuradse_1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0364236324159618;train;0.593493681666667;3;160;326;2;2;254;continuous
nikuradse_1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0366517749035793;test;0.593493681666667;3;160;326;2;2;254;continuous
titanic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856264396831908;train;2.16943106666667;6;220;452;6;7;1545;binomial
titanic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829633740288568;test;2.16943106666667;6;220;452;6;7;1545;binomial
218_house_8L;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455801445952015;train;3.99812860166667;7;16;238;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445969230471591;test;3.99812860166667;7;16;238;8;8;15949;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206958689977503;train;2.11321617666667;11;320;662;5;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399249467341717;test;2.11321617666667;11;320;662;5;10;175;continuous
analcatdata_authorship;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124201139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.06420924833333;3;160;326;70;70;589;multinomial
analcatdata_authorship;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124201139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999883701920219;test;1.06420924833333;3;160;326;70;70;589;multinomial
645_fri_c3_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83938285471932;train;1.81300920166667;8;100;360;22;50;350;continuous
645_fri_c3_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828392930163887;test;1.81300920166667;8;100;360;22;50;350;continuous
fars;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898202502358376;train;34.6631270266667;0;5;10;21;21;70678;multinomial
fars;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909301887341991;test;34.6631270266667;0;5;10;21;21;70678;multinomial
562_cpu_small;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321343841398728;train;0.27437239;5;60;260;3;12;5735;continuous
562_cpu_small;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339771742304549;test;0.27437239;5;60;260;3;12;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.762772381693152;train;0.295101120016667;6;40;292;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.752958578765938;test;0.295101120016667;6;40;292;2;8;5735;continuous
analcatdata_cyyoung8092;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904267589388697;train;0.928162285;3;160;326;4;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896103896103896;test;0.928162285;3;160;326;4;7;68;binomial
allrep;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951178327059643;train;2.07721805835;3;160;326;25;25;2641;multinomial
allrep;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930752732807527;test;2.07721805835;3;160;326;25;25;2641;multinomial
658_fri_c3_250_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864585867184913;train;1.61028623666667;8;260;536;6;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834632110708345;test;1.61028623666667;8;260;536;6;25;175;continuous
230_machine_cpu;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.184678881457248;train;2.23046184;20;379;798;4;6;147;continuous
230_machine_cpu;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278324490259215;test;2.23046184;20;379;798;4;6;147;continuous
analcatdata_cyyoung8092;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914583333333333;train;0.587429086666667;3;160;326;5;7;68;binomial
analcatdata_cyyoung8092;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86;test;0.587429086666667;3;160;326;5;7;68;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927825261158594;train;1.56204229833333;10;300;620;1;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802139037433155;test;1.56204229833333;10;300;620;1;3;93;binomial
583_fri_c1_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805306384202802;train;0.892799916666667;3;160;326;30;50;700;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831571804665398;test;0.892799916666667;3;160;326;30;50;700;continuous
626_fri_c2_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823365415462055;train;1.03297026666667;3;72;150;16;50;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858292353748161;test;1.03297026666667;3;72;150;16;50;350;continuous
522_pm10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852089474026622;train;0.46913806;8;35;376;4;7;350;continuous
522_pm10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858821440939072;test;0.46913806;8;35;376;4;7;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125101750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877426871243825;train;1.93608232833333;8;260;536;10;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125101750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875317050583979;test;1.93608232833333;8;260;536;10;50;350;continuous
australian;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921976513914463;train;0.325987508333333;5;56;250;5;14;483;binomial
australian;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93430484814186;test;0.325987508333333;5;56;250;5;14;483;binomial
tokyo1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968274989045231;train;0.219196623333333;3;72;166;13;21;672;binomial
tokyo1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963196150696151;test;0.219196623333333;3;72;166;13;21;672;binomial
663_rabe_266;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.109380306184174;train;0.0554680383333333;3;10;80;2;2;84;continuous
663_rabe_266;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.112717177075755;test;0.0554680383333333;3;10;80;2;2;84;continuous
yeast;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920407591095934;train;2.52758012833333;7;240;494;8;8;1036;multinomial
yeast;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891525429629229;test;2.52758012833333;7;240;494;8;8;1036;multinomial
texture;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999989426502701;train;0.755705625;5;13;136;12;13;3850;multinomial
texture;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997135687123656;test;0.755705625;5;13;136;12;13;3850;multinomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860532407407407;train;0.297742178333333;10;12;252;2;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9;test;0.297742178333333;10;12;252;2;3;59;binomial
iris;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994010416666667;train;0.711141401666667;3;160;326;3;3;105;multinomial
iris;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97962962962963;test;0.711141401666667;3;160;326;3;3;105;multinomial
nikuradse_1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0336938511442974;train;1.14026037333333;6;220;452;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0564051422441869;test;1.14026037333333;6;220;452;2;2;254;continuous
sleep;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125203935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883576731052094;train;31.36336680335;1;120;242;10;13;74136;multinomial
sleep;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125203935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881598281558855;test;31.36336680335;1;120;242;10;13;74136;multinomial
ring;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783886740179943;train;0.410003295;5;68;250;20;20;5180;binomial
ring;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763426262731241;test;0.410003295;5;68;250;20;20;5180;binomial
591_fri_c1_100_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79672989856094;train;0.908515608333333;3;160;326;9;10;70;continuous
591_fri_c1_100_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.771876345088023;test;0.908515608333333;3;160;326;9;10;70;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835179641026435;train;0.361175175;3;20;136;9;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80422335754154;test;0.361175175;3;20;136;9;10;700;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124191704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226132043291979;train;1.99152127333333;3;160;326;10;25;700;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124191704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386069106607587;test;1.99152127333333;3;160;326;10;25;700;continuous
581_fri_c3_500_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823546592162982;train;1.016459665;3;50;150;11;25;350;continuous
581_fri_c3_500_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849378998555731;test;1.016459665;3;50;150;11;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814520399639513;train;0.176394691666667;3;90;186;5;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891697803101963;test;0.176394691666667;3;90;186;5;25;350;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191482358253024;train;1.64015024166667;3;160;326;5;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304413034174424;test;1.64015024166667;3;160;326;5;99;700;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399509276694401;train;0.744347256666667;3;160;326;4;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.612348626078804;test;0.744347256666667;3;160;326;4;9;70;continuous
new_thyroid;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998861730170141;train;0.038767225;3;5;36;2;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.038767225;3;5;36;2;5;151;multinomial
vowel;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948682934629434;train;0.31706486;6;13;162;5;13;693;multinomial
vowel;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936315007108227;test;0.31706486;6;13;162;5;13;693;multinomial
breast;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983948863636364;train;0.238044773333333;3;36;158;2;9;490;binomial
breast;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98046875;test;0.238044773333333;3;36;158;2;9;490;binomial
wine_recognition;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.736698548333333;3;160;326;10;13;125;multinomial
wine_recognition;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994949494949495;test;0.736698548333333;3;160;326;10;13;125;multinomial
633_fri_c0_500_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482964716181264;train;0.91550164;3;160;326;24;25;350;continuous
633_fri_c0_500_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535190342266884;test;0.91550164;3;160;326;24;25;350;continuous
allhyper;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846127579092942;train;30.4536544866667;8;25;320;9;25;2640;multinomial
allhyper;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908801964136359;test;30.4536544866667;8;25;320;9;25;2640;multinomial
620_fri_c1_1000_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853882519105598;train;0.179001566666667;3;85;176;10;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804757155259602;test;0.179001566666667;3;85;176;10;25;700;continuous
crx;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900796284007963;train;0.685833901683333;10;56;460;3;14;483;binomial
crx;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919303501217001;test;0.685833901683333;10;56;460;3;14;483;binomial
analcatdata_boxing1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730769230769231;train;2.41539470333333;9;280;578;3;3;84;binomial
analcatdata_boxing1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725;test;2.41539470333333;9;280;578;3;3;84;binomial
yeast;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887242603202264;train;1.23478426333333;3;160;326;8;8;1036;multinomial
yeast;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875744840696464;test;1.23478426333333;3;160;326;8;8;1036;multinomial
vehicle;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949253067713832;train;1.29600027666667;6;204;420;13;13;593;multinomial
vehicle;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941516748171033;test;1.29600027666667;6;204;420;13;13;593;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702849466662873;train;0.07368736;6;5;66;1;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71681837747506;test;0.07368736;6;5;66;1;5;280;multinomial
heart_h;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944779435099968;train;0.775594328333333;3;160;326;10;12;206;binomial
heart_h;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85903550609433;test;0.775594328333333;3;160;326;10;12;206;binomial
657_fri_c2_250_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799251818163416;train;0.274676813333333;6;50;292;6;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86698444190358;test;0.274676813333333;6;50;292;6;10;175;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804622296330265;train;0.48844032835;3;71;150;28;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872712748363084;test;0.48844032835;3;71;150;28;50;350;continuous
analcatdata_lawsuit;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995080500894454;train;0.194931146666667;3;4;30;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.194931146666667;3;4;30;2;4;185;binomial
prnn_synth;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955294117647059;train;0.0734266733333333;3;2;16;2;2;175;binomial
prnn_synth;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905;test;0.0734266733333333;3;2;16;2;2;175;binomial
vowel;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125131841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96998284117649;train;0.562935625;8;13;216;9;13;693;multinomial
vowel;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125131841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955182927454984;test;0.562935625;8;13;216;9;13;693;multinomial
saheart;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827932098765432;train;1.60807889333333;7;240;494;8;9;324;binomial
saheart;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.697227191413238;test;1.60807889333333;7;240;494;8;9;324;binomial
mfeat_zernike;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989984561046228;train;0.396993611666667;3;33;138;29;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962746953896289;test;0.396993611666667;3;33;138;29;33;1400;multinomial
glass;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124213111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902132685149532;train;0.908089178333333;6;9;114;4;9;144;multinomial
glass;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124213111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.79546485260771;test;0.908089178333333;6;9;114;4;9;144;multinomial
collins;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.36833659;3;160;326;1;20;340;multinomial
collins;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.36833659;3;160;326;1;20;340;multinomial
nikuradse_1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0327173913444956;train;1.26648961666667;8;260;536;2;2;254;continuous
nikuradse_1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.066784256668317;test;1.26648961666667;8;260;536;2;2;254;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125201330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.714955018930235;train;1.84100840666667;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125201330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.70454243300883;test;1.84100840666667;3;160;326;9;9;12248;continuous
1089_USCrime;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125185644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340571289750385;train;0.561494804983333;3;160;326;1;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125185644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.567583413690857;test;0.561494804983333;3;160;326;1;3;33;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125185314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.620763778236733;train;1.398670815;7;50;318;25;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125185314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.535845362123538;test;1.398670815;7;50;318;25;25;70;continuous
allbp;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995406194289356;train;1.96279436666667;3;160;326;5;25;2641;multinomial
allbp;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992216463102993;test;1.96279436666667;3;160;326;5;25;2641;multinomial
vehicle;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776739783153264;train;2.14953220666667;8;260;536;8;13;593;multinomial
vehicle;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802842896432754;test;2.14953220666667;8;260;536;8;13;593;multinomial
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854626220732136;train;1.66833089166667;6;220;452;22;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889753752673879;test;1.66833089166667;6;220;452;22;25;700;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199795200958121;train;3.40341543166667;10;300;620;11;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387109528283407;test;3.40341543166667;10;300;620;11;25;350;continuous
tae;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125152020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.631795634920635;train;0.047641265;3;5;36;1;5;106;multinomial
tae;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125152020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.692408245349422;test;0.047641265;3;5;36;1;5;106;multinomial
wine_quality_red;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.621188099462782;train;1.305123975;3;160;326;1;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.684856025732545;test;1.305123975;3;160;326;1;11;1120;multinomial
624_fri_c0_100_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54737344295918;train;0.116382918333333;3;25;166;5;5;70;continuous
624_fri_c0_100_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466021567812559;test;0.116382918333333;3;25;166;5;5;70;continuous
583_fri_c1_1000_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126105907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829511506233054;train;1.21325892166667;3;72;150;11;50;700;continuous
583_fri_c1_1000_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126105907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818290106689286;test;1.21325892166667;3;72;150;11;50;700;continuous
cleveland;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125210138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.577493521521873;train;0.833817586666667;3;160;326;1;13;213;multinomial
cleveland;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125210138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.539147360575932;test;0.833817586666667;3;160;326;1;13;213;multinomial
diabetes;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832384995183044;train;0.30635232;3;8;54;8;8;538;binomial
diabetes;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844241285030759;test;0.30635232;3;8;54;8;8;538;binomial
twonorm;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997884615384615;train;0.254093795;3;63;166;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99798953127752;test;0.254093795;3;63;166;20;20;5180;binomial
227_cpu_small;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.200024575382346;train;0.443141975;8;60;386;12;12;5735;continuous
227_cpu_small;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.19203149197896;test;0.443141975;8;60;386;12;12;5735;continuous
texture;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999984170006441;train;0.533810053333333;3;15;98;14;15;3850;multinomial
texture;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999458791480706;test;0.533810053333333;3;15;98;14;15;3850;multinomial
527_analcatdata_election2000;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197860553971417;train;0.656525893333333;3;160;326;1;3;47;continuous
527_analcatdata_election2000;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327987808048664;test;0.656525893333333;3;160;326;1;3;47;continuous
cmc;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731553464208749;train;4.02945003;11;9;204;8;9;1032;multinomial
cmc;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.68948223882206;test;4.02945003;11;9;204;8;9;1032;multinomial
218_house_8L;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454834832218221;train;5.443174595;12;16;398;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453063800943746;test;5.443174595;12;16;398;8;8;15949;continuous
hungarian;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947677412709857;train;0.8013811;12;48;544;10;12;206;binomial
hungarian;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792286501377411;test;0.8013811;12;48;544;10;12;206;binomial
clean1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;1.08258354666667;3;50;106;5;95;334;binomial
clean1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;1.08258354666667;3;50;106;5;95;334;binomial
cleveland;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656712746470811;train;0.218520118333333;7;13;176;2;13;213;multinomial
cleveland;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.569548798292902;test;0.218520118333333;7;13;176;2;13;213;multinomial
hungarian;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941085590689051;train;1.56131731833333;20;48;880;9;12;206;binomial
hungarian;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79504132231405;test;1.56131731833333;20;48;880;9;12;206;binomial
654_fri_c0_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539465383235872;train;0.31564006;7;50;334;7;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.563511654380747;test;0.31564006;7;50;334;7;10;350;continuous
allrep;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974298071819556;train;1.422231305;16;24;646;22;24;2641;multinomial
allrep;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908608826546505;test;1.422231305;16;24;646;22;24;2641;multinomial
628_fri_c3_1000_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82100781043365;train;0.838894823333333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893790942453106;test;0.838894823333333;3;160;326;5;5;700;continuous
bupa;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832410256410256;train;1.20007785333333;6;220;452;5;5;242;binomial
bupa;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.573529411764706;test;1.20007785333333;6;220;452;5;5;242;binomial
analcatdata_aids;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124190908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710526315789474;train;1.13091542;5;200;410;2;3;35;binomial
analcatdata_aids;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124190908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.592592592592593;test;1.13091542;5;200;410;2;3;35;binomial
crx;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922240072643453;train;0.207360775;3;55;166;10;14;483;binomial
crx;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91406103725894;test;0.207360775;3;55;166;10;14;483;binomial
658_fri_c3_250_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.450526401517262;train;1.57977391833333;7;240;494;2;25;175;continuous
658_fri_c3_250_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.551615170114873;test;1.57977391833333;7;240;494;2;25;175;continuous
analcatdata_aids;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97203947368421;train;1.16356113666667;8;260;536;1;2;35;binomial
analcatdata_aids;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.425925925925926;test;1.16356113666667;8;260;536;1;2;35;binomial
cloud;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.689333814333814;train;0.190911631666667;10;7;148;5;7;76;multinomial
cloud;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.537177328843996;test;0.190911631666667;10;7;148;5;7;76;multinomial
617_fri_c3_500_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827996047495471;train;0.374535996666667;3;10;72;5;5;350;continuous
617_fri_c3_500_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838375707235993;test;0.374535996666667;3;10;72;5;5;350;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124182715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78420814746897;train;0.984256243333333;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124182715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810595857387313;test;0.984256243333333;3;160;326;5;10;700;continuous
phoneme;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125150052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992088384680977;train;4.460617045;12;324;672;5;5;3783;binomial
phoneme;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125150052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961272980808044;test;4.460617045;12;324;672;5;5;3783;binomial
analcatdata_cyyoung9302;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934948979591837;train;3.88293697833333;20;500;1040;5;6;65;binomial
analcatdata_cyyoung9302;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972222222222222;test;3.88293697833333;20;500;1040;5;6;65;binomial
228_elusage;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491442031677927;train;0.673069993333333;3;160;326;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.450797275531836;test;0.673069993333333;3;160;326;1;1;39;continuous
mnist;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.556648835329709;train;4.037675895;0;5;10;10;590;49000;multinomial
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665_sleuth_case2002;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.70345710148197;train;0.305739395;8;30;376;3;6;103;continuous
665_sleuth_case2002;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.695814811790448;test;0.305739395;8;30;376;3;6;103;continuous
522_pm10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125200504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.614683949582506;train;1.38602078833333;7;240;494;7;7;350;continuous
522_pm10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125200504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.758345890145498;test;1.38602078833333;7;240;494;7;7;350;continuous
shuttle;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85731672805244;train;32.13577050165;3;160;326;6;8;40600;multinomial
shuttle;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856578237180106;test;32.13577050165;3;160;326;6;8;40600;multinomial
230_machine_cpu;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.323772114306492;train;0.445824721666667;3;12;88;6;6;147;continuous
230_machine_cpu;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.285019840027356;test;0.445824721666667;3;12;88;6;6;147;continuous
626_fri_c2_500_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8566905780181;train;0.77542682;3;71;150;2;50;350;continuous
626_fri_c2_500_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.898987392908898;test;0.77542682;3;71;150;2;50;350;continuous
ann_thyroid;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990848434968792;train;25.9705703483333;3;21;130;9;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987692625697284;test;25.9705703483333;3;21;130;9;21;5040;multinomial
609_fri_c0_1000_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.462012949880357;train;0.24915934835;6;25;282;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523274396865111;test;0.24915934835;6;25;282;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273172067409763;train;1.03586179;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.408613670633358;test;1.03586179;3;160;326;5;5;700;continuous
auto;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.506292481666667;8;21;334;19;21;142;multinomial
auto;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864116318464145;test;0.506292481666667;8;21;334;19;21;142;multinomial
ecoli;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974577256616092;train;1.328922465;8;228;472;4;5;229;multinomial
ecoli;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981521739130435;test;1.328922465;8;228;472;4;5;229;multinomial
624_fri_c0_100_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566477742366752;train;0.168426883333333;3;10;76;5;5;70;continuous
624_fri_c0_100_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471733401989749;test;0.168426883333333;3;10;76;5;5;70;continuous
biomed;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973320158102767;train;0.69299314;3;160;326;6;8;147;binomial
biomed;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952380952380952;test;0.69299314;3;160;326;6;8;147;binomial
665_sleuth_case2002;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124191408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.710758442647544;train;0.193906973333333;5;30;250;2;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124191408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797080544719733;test;0.193906973333333;5;30;250;2;6;103;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80736928004633;train;0.130273953333333;3;50;166;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864998302165754;test;0.130273953333333;3;50;166;5;10;700;continuous
612_fri_c1_1000_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855823061602463;train;0.248698215;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833069334055153;test;0.248698215;3;10;72;5;5;700;continuous
ann_thyroid;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124190847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991627529080713;train;1.02353283831667;11;21;410;3;21;5040;multinomial
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624_fri_c0_100_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340967510234324;train;0.620071468333333;3;160;326;5;5;70;continuous
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mfeat_fourier;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985653309343805;train;30.506000445;2;46;96;39;76;1400;multinomial
mfeat_fourier;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976240684300391;test;30.506000445;2;46;96;39;76;1400;multinomial
analcatdata_happiness;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837832840236686;train;0.107328923333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.58843537414966;test;0.107328923333333;3;3;24;1;3;42;multinomial
ionosphere;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880466052934408;train;2.177115775;15;346;722;29;32;246;binomial
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201_pol;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124191509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221483431116358;train;8.17643703166667;20;416;872;17;26;10500;continuous
201_pol;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124191509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253369349257023;test;8.17643703166667;20;416;872;17;26;10500;continuous
bupa;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707832148715145;train;0.475829481666667;12;20;394;5;5;242;binomial
bupa;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.673831070889895;test;0.475829481666667;12;20;394;5;5;242;binomial
590_fri_c0_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486425651719777;train;0.466413065;6;150;312;14;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487703983125028;test;0.466413065;6;150;312;14;50;700;continuous
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294_satellite_image;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47599685362874;test;2.313032725;3;51;146;26;26;4505;continuous
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583_fri_c1_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794675891116637;train;0.232937436666667;3;90;186;50;50;700;continuous
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ionosphere;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940599728046948;train;0.644881901666667;9;121;426;18;32;246;binomial
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527_analcatdata_election2000;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124183150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477818923627213;train;0.0399912116666667;3;2;16;1;1;47;continuous
527_analcatdata_election2000;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124183150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318327857980999;test;0.0399912116666667;3;2;16;1;1;47;continuous
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analcatdata_asbestos;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93006993006993;test;0.0876347116666667;3;12;96;3;3;59;binomial
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tokyo1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996582112079459;train;0.99824101165;3;160;326;10;21;672;binomial
tokyo1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984234234234234;test;0.99824101165;3;160;326;10;21;672;binomial
712_chscase_geyser1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379284126720269;train;0.51587253;3;160;326;1;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.556750355328691;test;0.51587253;3;160;326;1;2;156;continuous
649_fri_c0_500_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124192314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476327286595131;train;0.227269048333333;3;10;72;5;5;350;continuous
649_fri_c0_500_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124192314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440948336923825;test;0.227269048333333;3;10;72;5;5;350;continuous
shuttle;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125202415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891402952373949;train;33.2963904316667;3;160;326;7;8;40600;multinomial
shuttle;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125202415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885352630653173;test;33.2963904316667;3;160;326;7;8;40600;multinomial
confidence;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901275720164609;train;0.721512871666667;3;160;326;1;1;51;multinomial
confidence;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966666666666667;test;0.721512871666667;3;160;326;1;1;51;multinomial
heart_h;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948209718670077;train;1.47822954166667;8;12;194;10;12;206;binomial
heart_h;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886842105263158;test;1.47822954166667;8;12;194;10;12;206;binomial
ionosphere;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95884920918915;train;1.38132531166667;7;240;494;28;32;246;binomial
ionosphere;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836248012718601;test;1.38132531166667;7;240;494;28;32;246;binomial
penguins;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.765137251666667;3;160;326;5;7;241;multinomial
penguins;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.765137251666667;3;160;326;5;7;241;multinomial
1196_BNG_pharynx;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.66060456438565;train;13.2719618366667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662466851676567;test;13.2719618366667;3;20;134;10;10;700000;continuous
vehicle;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994723798798245;train;1.533395525;6;220;452;7;13;593;multinomial
vehicle;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918268307616698;test;1.533395525;6;220;452;7;13;593;multinomial
glass2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124182225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.794313369630974;train;0.287569291666667;5;9;98;3;9;115;binomial
glass2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124182225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.55535390199637;test;0.287569291666667;5;9;98;3;9;115;binomial
allrep;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92669012345679;train;23.333523245;8;24;302;4;24;2641;multinomial
allrep;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955831941914592;test;23.333523245;8;24;302;4;24;2641;multinomial
pima;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886477333949049;train;1.605411705;6;220;452;7;8;538;binomial
pima;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829939148073022;test;1.605411705;6;220;452;7;8;538;binomial
buggyCrx;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125121655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920878303583783;train;0.549138475016667;9;52;418;3;13;483;binomial
buggyCrx;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125121655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88598166539343;test;0.549138475016667;9;52;418;3;13;483;binomial
227_cpu_small;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.188721508088506;train;2.874978485;7;224;462;12;12;5735;continuous
227_cpu_small;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.184126154188838;test;2.874978485;7;224;462;12;12;5735;continuous
allhyper;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996549518131455;train;8.81847976168333;20;447;934;23;25;2640;multinomial
allhyper;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935717646606939;test;8.81847976168333;20;447;934;23;25;2640;multinomial
1196_BNG_pharynx;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660972958715328;train;17.3178823633333;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661937819366751;test;17.3178823633333;3;20;134;10;10;700000;continuous
595_fri_c0_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485173946723198;train;0.11944614;3;50;166;10;10;700;continuous
595_fri_c0_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514720926373866;test;0.11944614;3;50;166;10;10;700;continuous
credit_g;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811078989800689;train;1.193152285;6;220;452;13;20;700;binomial
credit_g;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.765199045028038;test;1.193152285;6;220;452;13;20;700;binomial
529_pollen;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416559580089689;train;1.709004825;3;160;326;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.501280019939842;test;1.709004825;3;160;326;4;4;2694;continuous
calendarDOW;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937401506849214;train;8.12963209;5;14;150;8;14;280;multinomial
calendarDOW;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.800181106998948;test;8.12963209;5;14;150;8;14;280;multinomial
562_cpu_small;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.348078751473814;train;0.552403373333333;3;24;106;1;12;5735;continuous
562_cpu_small;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.359123525228777;test;0.552403373333333;3;24;106;1;12;5735;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812421438240125;train;1.21912519333333;5;200;410;7;25;700;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822447714874358;test;1.21912519333333;5;200;410;7;25;700;continuous
satimage;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978508654672664;train;42.3816835783333;3;27;124;24;27;4505;multinomial
satimage;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976910126787391;test;42.3816835783333;3;27;124;24;27;4505;multinomial
628_fri_c3_1000_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214731238609157;train;0.77411725;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299259660596239;test;0.77411725;3;160;326;5;5;700;continuous
mfeat_karhunen;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999823551167687;train;2.28633228666667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99779710211745;test;2.28633228666667;3;160;326;64;64;1400;multinomial
saheart;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815929355281207;train;1.87431579666667;20;354;748;7;9;324;binomial
saheart;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726520572450805;test;1.87431579666667;20;354;748;7;9;324;binomial
hypothyroid;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946386115073704;train;0.68833556;9;79;418;8;20;2215;binomial
hypothyroid;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952187526444952;test;0.68833556;9;79;418;8;20;2215;binomial
dermatology;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999725877192983;train;2.57238714166667;3;25;124;19;25;257;multinomial
dermatology;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987934049262529;test;2.57238714166667;3;25;124;19;25;257;multinomial
dis;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793825919410237;train;2.11132636666667;10;300;620;23;25;2641;binomial
dis;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.650134048257373;test;2.11132636666667;10;300;620;23;25;2641;binomial
620_fri_c1_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850433278929158;train;1.42465364165;5;200;410;18;25;700;continuous
620_fri_c1_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811075962544682;test;1.42465364165;5;200;410;18;25;700;continuous
clean1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125205837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.130423253333333;3;36;78;1;96;334;binomial
clean1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125205837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.130423253333333;3;36;78;1;96;334;binomial
649_fri_c0_500_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226366774754256;train;1.556877685;14;298;624;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414701289193873;test;1.556877685;14;298;624;5;5;350;continuous
197_cpu_act;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321880133170723;train;3.833064785;9;34;376;4;17;5735;continuous
197_cpu_act;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342886716842051;test;3.833064785;9;34;376;4;17;5735;continuous
bupa;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740363586659377;train;3.03890553333333;20;478;998;4;5;242;binomial
bupa;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.656485671191554;test;3.03890553333333;20;478;998;4;5;242;binomial
666_rmftsa_ladata;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.553254583893861;train;2.45896405666667;11;20;434;4;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.751372266700495;test;2.45896405666667;11;20;434;4;10;356;continuous
magic;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850294066670862;train;6.59668934333333;9;9;170;7;9;13314;binomial
magic;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846416144280338;test;6.59668934333333;9;9;170;7;9;13314;binomial
615_fri_c4_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816013332526671;train;0.515359443333333;10;50;460;4;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.72640059134239;test;0.515359443333333;10;50;460;4;10;175;continuous
712_chscase_geyser1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446236999885552;train;0.622997385;3;160;326;1;2;156;continuous
712_chscase_geyser1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539163607548376;test;0.622997385;3;160;326;1;2;156;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475778288246875;train;0.969761883333333;20;232;548;14;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486033168964856;test;0.969761883333333;20;232;548;14;50;700;continuous
analcatdata_aids;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884868421052632;train;1.23735438333333;5;200;410;3;3;35;binomial
analcatdata_aids;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.425925925925926;test;1.23735438333333;5;200;410;3;3;35;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125094911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.03068949665;3;4;32;0;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125094911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.03068949665;3;4;32;0;1;849;binomial
prnn_synth;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125124811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937157042069506;train;0.084844945;3;2;16;2;2;175;binomial
prnn_synth;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125124811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935185185185185;test;0.084844945;3;2;16;2;2;175;binomial
665_sleuth_case2002;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.727068038054368;train;0.31233586;8;30;376;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76776232289643;test;0.31233586;8;30;376;2;6;103;continuous
589_fri_c2_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809868528284999;train;0.17405988;3;85;176;9;25;700;continuous
589_fri_c2_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821988558376873;test;0.17405988;3;85;176;9;25;700;continuous
banana;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.532700311044183;train;0.0760764916666667;3;8;64;1;2;3710;binomial
banana;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.529459026888604;test;0.0760764916666667;3;8;64;1;2;3710;binomial
615_fri_c4_250_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811722384821591;train;1.64909330166667;9;20;364;3;10;175;continuous
615_fri_c4_250_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.740453776665271;test;1.64909330166667;9;20;364;3;10;175;continuous
yeast;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911693944114563;train;2.56956777666667;8;260;536;6;8;1036;multinomial
yeast;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883119979358535;test;2.56956777666667;8;260;536;6;8;1036;multinomial
analcatdata_japansolvent;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913690476190476;train;0.176276151666667;6;16;174;3;4;37;binomial
analcatdata_japansolvent;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851851851851852;test;0.176276151666667;6;16;174;3;4;37;binomial
breast_w;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.533724673333333;8;32;368;7;8;490;binomial
breast_w;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978142626913779;test;0.533724673333333;8;32;368;7;8;490;binomial
mfeat_fourier;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979160072280117;train;44.5083350866667;3;53;138;25;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96952584243791;test;44.5083350866667;3;53;138;25;76;1400;multinomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999379116726056;train;1.035628015;3;160;326;11;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989157509157509;test;1.035628015;3;160;326;11;21;399;binomial
647_fri_c1_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807349693064585;train;1.15655159;6;20;252;6;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839533175552916;test;1.15655159;6;20;252;6;10;175;continuous
spambase;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985138563977002;train;0.368204883333333;3;80;166;55;55;3221;binomial
spambase;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982249572589548;test;0.368204883333333;3;80;166;55;55;3221;binomial
ring;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781981176032057;train;1.72952004166667;20;80;878;20;20;5180;binomial
ring;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769555855495378;test;1.72952004166667;20;80;878;20;20;5180;binomial
584_fri_c4_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183855701999723;train;1.107093395;3;160;326;5;25;350;continuous
584_fri_c4_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294688555275604;test;1.107093395;3;160;326;5;25;350;continuous
678_visualizing_environmental;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768978981588446;train;0.0800472883333333;3;15;118;3;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658818884046242;test;0.0800472883333333;3;15;118;3;3;78;continuous
flags;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938472601794341;train;2.75195311833333;14;364;756;37;39;125;multinomial
flags;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.719223608635373;test;2.75195311833333;14;364;756;37;39;125;multinomial
waveform_21;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969200541655499;train;0.205434201666667;3;21;114;19;21;3500;multinomial
waveform_21;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96823744026863;test;0.205434201666667;3;21;114;19;21;3500;multinomial
648_fri_c1_250_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227229376870162;train;1.898860485;7;240;494;4;50;175;continuous
648_fri_c1_250_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402956040386709;test;1.898860485;7;240;494;4;50;175;continuous
shuttle;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125193208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784813547454557;train;71.9551863266667;1;8;24;3;8;40600;multinomial
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574_house_16H;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482122468281964;train;5.29551859665;5;30;226;14;15;15949;continuous
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505_tecator;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0475994691851191;test;0.169024215;3;79;186;16;16;168;continuous
597_fri_c2_500_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833124792036318;train;0.825953638333333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815763965875352;test;0.825953638333333;3;160;326;5;5;350;continuous
analcatdata_boxing1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.614721485411141;train;0.297628066666667;10;3;66;1;3;84;binomial
analcatdata_boxing1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6421875;test;0.297628066666667;10;3;66;1;3;84;binomial
ecoli;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976999517442883;train;0.04075175335;3;5;36;5;5;229;multinomial
ecoli;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965968726163234;test;0.04075175335;3;5;36;5;5;229;multinomial
wine_quality_white;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.701091759973799;train;0.645051788333333;12;11;266;7;11;3429;multinomial
wine_quality_white;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.570762607699545;test;0.645051788333333;12;11;266;7;11;3429;multinomial
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253094875250219;train;10.0630107916667;12;332;688;22;72;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.488809146192989;test;10.0630107916667;12;332;688;22;72;742;continuous
527_analcatdata_election2000;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.378683550584461;train;0.134568533333333;3;6;48;1;3;47;continuous
527_analcatdata_election2000;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.22428613106004;test;0.134568533333333;3;6;48;1;3;47;continuous
522_pm10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8306735166034;train;0.812055166666667;5;14;146;7;7;350;continuous
522_pm10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878309429703651;test;0.812055166666667;5;14;146;7;7;350;continuous
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649_fri_c0_500_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245162996408001;train;2.14835236666667;20;287;614;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3774702860333;test;2.14835236666667;20;287;614;5;5;350;continuous
analcatdata_germangss;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.747004467673833;train;1.22725301666667;5;200;410;2;5;280;multinomial
analcatdata_germangss;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.681697530864198;test;1.22725301666667;5;200;410;2;5;280;multinomial
confidence;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942857142857143;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925555555555556;test;;-Inf;-Inf;;1;1;51;multinomial
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126110706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.172268320943559;train;0.242965499983333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126110706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297805164683638;test;0.242965499983333;3;6;48;3;3;333;continuous
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606_fri_c2_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325703309096752;test;1.00723131333333;3;160;326;5;10;700;continuous
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522_pm10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825883645625585;test;0.572449456666667;3;14;98;6;7;350;continuous
641_fri_c1_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215976686080059;train;0.641686775;3;160;326;5;10;350;continuous
641_fri_c1_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347000806260372;test;0.641686775;3;160;326;5;10;350;continuous
optdigits;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999731763447272;train;37.0265247433333;2;46;96;52;61;3934;multinomial
optdigits;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998080403295303;test;37.0265247433333;2;46;96;52;61;3934;multinomial
197_cpu_act;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333388721886462;train;0.18953083;3;79;176;1;17;5735;continuous
197_cpu_act;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336903431485151;test;0.18953083;3;79;176;1;17;5735;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216664619740066;train;2.44277316;16;420;872;3;3;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559044107776872;test;2.44277316;16;420;872;3;3;47;continuous
mnist;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994802656953281;train;124.10339195;0;100;200;643;647;49000;multinomial
mnist;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99365700065496;test;124.10339195;0;100;200;643;647;49000;multinomial
712_chscase_geyser1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405462390181228;train;0.493590865;3;160;326;2;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435621627396798;test;0.493590865;3;160;326;2;2;156;continuous
credit_a;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908311597982959;train;0.557173908333333;3;160;326;5;13;483;binomial
credit_a;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92449632837507;test;0.557173908333333;3;160;326;5;13;483;binomial
627_fri_c2_500_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125120305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816470809978664;train;1.55544659666667;7;20;292;7;10;350;continuous
627_fri_c2_500_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125120305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820354715985742;test;1.55544659666667;7;20;292;7;10;350;continuous
allrep;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968090665325959;train;3.20698842335;12;212;448;8;24;2641;multinomial
allrep;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928095646273081;test;3.20698842335;12;212;448;8;24;2641;multinomial
german;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.75855026579112;train;1.44469398833333;6;20;170;2;20;700;binomial
german;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735446279264214;test;1.44469398833333;6;20;170;2;20;700;binomial
628_fri_c3_1000_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836733874328935;train;0.188370668333333;6;25;282;5;5;700;continuous
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634_fri_c2_100_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855493967704955;train;0.706199346666667;6;18;230;1;9;70;continuous
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647_fri_c1_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125210025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265159135414897;train;2.32121621166667;12;340;704;5;10;175;continuous
647_fri_c1_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125210025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414090217043976;test;2.32121621166667;12;340;704;5;10;175;continuous
haberman;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.816044697448872;train;0.775768713333333;3;160;326;3;3;215;binomial
haberman;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.626461988304094;test;0.775768713333333;3;160;326;3;3;215;binomial
607_fri_c4_1000_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827718143926869;train;1.092250875;3;160;326;6;49;700;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853659544810928;test;1.092250875;3;160;326;6;49;700;continuous
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930817610062893;train;0.31594953;6;28;292;3;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.822222222222222;test;0.31594953;6;28;292;3;7;68;binomial
shuttle;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997837831416201;train;30.46870395;5;200;410;7;7;40600;multinomial
shuttle;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999608080878738;test;30.46870395;5;200;410;7;7;40600;multinomial
ecoli;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944299883626754;train;0.721774468333333;3;160;326;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977415966386555;test;0.721774468333333;3;160;326;5;5;229;multinomial
594_fri_c2_100_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830551907722152;train;0.770889331666667;3;160;326;1;5;70;continuous
594_fri_c2_100_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.12391394194904;test;0.770889331666667;3;160;326;1;5;70;continuous
heart_statlog;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922027733575813;train;1.24902814;6;220;452;13;13;189;binomial
heart_statlog;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.858108108108108;test;1.24902814;6;220;452;13;13;189;binomial
bupa;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734632478632479;train;0.813431155;15;5;156;5;5;242;binomial
bupa;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.619909502262444;test;0.813431155;15;5;156;5;5;242;binomial
breast_cancer;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797388229927007;train;0.556148658333333;3;160;326;9;9;201;binomial
breast_cancer;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.647321428571429;test;0.556148658333333;3;160;326;9;9;201;binomial
buggyCrx;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93904801439048;train;2.71127772666667;12;13;312;11;13;483;binomial
buggyCrx;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895387700534759;test;2.71127772666667;12;13;312;11;13;483;binomial
mfeat_zernike;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986198196879676;train;38.2440070683333;3;32;136;23;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97878117467771;test;38.2440070683333;3;32;136;23;32;1400;multinomial
666_rmftsa_ladata;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611924260843102;train;1.43546730666667;7;240;494;7;10;356;continuous
666_rmftsa_ladata;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.583352105061108;test;1.43546730666667;7;240;494;7;10;356;continuous
lupus;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880718954248366;train;0.05227811;3;8;58;1;2;61;binomial
lupus;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8125;test;0.05227811;3;8;58;1;2;61;binomial
695_chatfield_4;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314532094357026;train;0.333044425;7;35;334;3;7;165;continuous
695_chatfield_4;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339259071677153;test;0.333044425;7;35;334;3;7;165;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.873590855577397;train;36.17140747;3;160;326;6;9;81648;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.879462765045517;test;36.17140747;3;160;326;6;9;81648;continuous
cloud;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997971781305115;train;3.75643169;20;500;1040;3;5;76;multinomial
cloud;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.734567901234568;test;3.75643169;20;500;1040;3;5;76;multinomial
mfeat_zernike;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988791176801762;train;2.13163966333333;3;160;326;33;33;1400;multinomial
mfeat_zernike;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973694630591542;test;2.13163966333333;3;160;326;33;33;1400;multinomial
heart_c;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942462087421945;train;2.31647370835;11;13;286;11;13;213;binomial
heart_c;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906976744186047;test;2.31647370835;11;13;286;11;13;213;binomial
breast_cancer_wisconsin;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999785809906292;train;0.806375755;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991487455197133;test;0.806375755;3;160;326;22;22;399;binomial
620_fri_c1_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883051835891572;train;0.848175078333333;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82633069888914;test;0.848175078333333;3;160;326;5;25;700;continuous
573_cpu_act;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149703119500671;train;23.4619846416667;11;304;630;11;16;5735;continuous
573_cpu_act;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187964268129647;test;23.4619846416667;11;304;630;11;16;5735;continuous
heart_c;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93728813559322;train;0.677338945;3;160;326;13;13;213;binomial
heart_c;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877288471053934;test;0.677338945;3;160;326;13;13;213;binomial
contraceptive;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.815683074794532;train;1.73786262001667;8;260;536;6;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.732604147252767;test;1.73786262001667;8;260;536;6;9;1032;multinomial
prnn_synth;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124171213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95359477124183;train;0.128827881666667;7;8;128;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124171213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897142857142857;test;0.128827881666667;7;8;128;2;2;175;binomial
mfeat_morphological;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916187878146776;train;0.0421209083333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912332218599694;test;0.0421209083333333;3;2;16;2;2;1400;multinomial
564_fried;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487039218575934;train;5.26876569;6;220;452;8;10;28538;continuous
564_fried;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488850802901729;test;5.26876569;6;220;452;8;10;28538;continuous
tae;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735355616605617;train;1.446507265;6;220;452;4;4;106;multinomial
tae;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.649400871459695;test;1.446507265;6;220;452;4;4;106;multinomial
598_fri_c0_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505133677824091;train;0.882238388333333;3;160;326;10;25;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522652929125934;test;0.882238388333333;3;160;326;10;25;700;continuous
650_fri_c0_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124163148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463542560899309;train;1.30216788333333;3;72;150;23;50;350;continuous
650_fri_c0_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124163148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462713971814515;test;1.30216788333333;3;72;150;23;50;350;continuous
analcatdata_authorship;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.205686416666667;3;59;138;53;70;589;multinomial
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649_fri_c0_500_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451159012221329;test;1.11166979166667;3;160;326;5;5;350;continuous
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analcatdata_germangss;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892223932685188;train;3.04136700833333;20;500;1040;5;5;280;multinomial
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595_fri_c0_1000_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283636120113433;train;3.63491553833333;12;308;640;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416783210527113;test;3.63491553833333;12;308;640;10;10;700;continuous
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574_house_16H;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125202123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36576126425904;train;13.2294436433333;5;200;410;14;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125202123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396953138529435;test;13.2294436433333;5;200;410;14;15;15949;continuous
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706_sleuth_case1202;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.738740941088852;train;2.570255985;11;320;662;1;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871769673349908;test;2.570255985;11;320;662;1;6;66;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85785912157777;train;0.997426863333333;3;160;326;5;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.94444302882872;test;0.997426863333333;3;160;326;5;5;70;continuous
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547_no2;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.632347496717571;train;0.90512736;7;14;176;7;7;350;continuous
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615_fri_c4_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214833200012275;train;2.33235894333333;12;340;704;4;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.424120426774769;test;2.33235894333333;12;340;704;4;10;175;continuous
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597_fri_c2_500_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828819879700559;train;0.114336981666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808820337301216;test;0.114336981666667;3;25;156;5;5;350;continuous
197_cpu_act;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200726754059489;train;21.0867471266667;6;220;452;10;16;5735;continuous
197_cpu_act;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231625042547147;test;21.0867471266667;6;220;452;10;16;5735;continuous
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522_pm10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861848002765962;train;1.43648046333333;8;14;224;5;7;350;continuous
522_pm10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837076070670214;test;1.43648046333333;8;14;224;5;7;350;continuous
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breast;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993840400373976;train;1.06613844333333;3;160;326;10;10;490;binomial
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654_fri_c0_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526241574269777;train;0.76947016335;8;20;326;8;10;350;continuous
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618_fri_c3_1000_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834787569657001;train;0.24265914;3;90;186;6;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849125367784834;test;0.24265914;3;90;186;6;50;700;continuous
wine_quality_red;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95601864810222;train;7.23969265166667;20;500;1040;8;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837183699618029;test;7.23969265166667;20;500;1040;8;11;1120;multinomial
641_fri_c1_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125210201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846134612924076;train;1.11059933668333;5;20;214;7;10;350;continuous
641_fri_c1_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125210201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859362527865086;test;1.11059933668333;5;20;214;7;10;350;continuous
201_pol;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.731707661265034;train;0.438451418333333;5;125;260;22;26;10500;continuous
201_pol;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.751816557171915;test;0.438451418333333;5;125;260;22;26;10500;continuous
optdigits;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999599805188429;train;39.40015712665;2;46;96;48;62;3934;multinomial
optdigits;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998615692210049;test;39.40015712665;2;46;96;48;62;3934;multinomial
titanic;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817882137852599;train;0.858622113333333;3;160;326;6;7;1545;binomial
titanic;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791580030984997;test;0.858622113333333;3;160;326;6;7;1545;binomial
mfeat_factors;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998812590098396;train;4.51712636333333;3;160;326;136;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999018087439686;test;4.51712636333333;3;160;326;136;136;1400;multinomial
lupus;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825514874141877;train;0.0645513683333333;3;2;16;1;2;61;binomial
lupus;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;test;0.0645513683333333;3;2;16;1;2;61;binomial
646_fri_c3_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797434095893583;train;1.85343488;12;18;448;5;9;350;continuous
646_fri_c3_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811010619487291;test;1.85343488;12;18;448;5;9;350;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.734613804569939;train;2.13339684166667;12;340;704;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839630812741851;test;2.13339684166667;12;340;704;3;3;78;continuous
fars;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875721964394119;train;48.4738643033333;0;5;10;21;21;70678;multinomial
fars;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884059221904218;test;48.4738643033333;0;5;10;21;21;70678;multinomial
fars;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82628893492809;train;39.8269690083333;0;5;10;10;21;70678;multinomial
fars;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842280879043026;test;39.8269690083333;0;5;10;10;21;70678;multinomial
602_fri_c3_250_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836888080322175;train;0.5553592;6;18;228;9;9;175;continuous
602_fri_c3_250_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827043392059292;test;0.5553592;6;18;228;9;9;175;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892756408333627;train;0.365343678333333;9;25;414;1;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818085792453259;test;0.365343678333333;9;25;414;1;5;70;continuous
vowel;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125155810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999955020626795;train;1.46065670666667;3;160;326;13;13;693;multinomial
vowel;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125155810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992114830757385;test;1.46065670666667;3;160;326;13;13;693;multinomial
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.639138090907975;train;28.4333490233333;16;420;872;8;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.679861836277087;test;28.4333490233333;16;420;872;8;9;12248;continuous
analcatdata_bankruptcy;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983552631578947;train;0.0887465216833333;5;2;24;2;2;35;binomial
analcatdata_bankruptcy;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.0887465216833333;5;2;24;2;2;35;binomial
spectf;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124170606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99507927829415;train;2.10207229;9;280;578;30;44;245;binomial
spectf;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124170606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92483660130719;test;2.10207229;9;280;578;30;44;245;binomial
650_fri_c0_500_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464819906177508;train;0.864242611666667;3;72;150;50;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458867806061622;test;0.864242611666667;3;72;150;50;50;350;continuous
593_fri_c1_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807392471815811;train;0.402288508333333;9;50;418;8;10;700;continuous
593_fri_c1_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858440592353831;test;0.402288508333333;9;50;418;8;10;700;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805200066163713;train;3.68214692331667;10;159;444;28;99;700;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853662127048865;test;3.68214692331667;10;159;444;28;99;700;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821699245608548;train;0.183736753333333;3;90;186;4;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849923229147829;test;0.183736753333333;3;90;186;4;25;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790552918804902;train;0.604604676666667;10;10;212;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883905703620708;test;0.604604676666667;10;10;212;5;5;350;continuous
Hill_Valley_with_noise;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.546908990011099;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5135996600085;test;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.496751984898118;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535104767689037;test;;-Inf;-Inf;;1;1;849;binomial
626_fri_c2_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81189206978914;train;0.40009125;6;150;312;6;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848776853668173;test;0.40009125;6;150;312;6;50;350;continuous
651_fri_c0_100_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460799009504512;train;1.53815651666667;18;125;816;19;25;70;continuous
651_fri_c0_100_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.563930006581979;test;1.53815651666667;18;125;816;19;25;70;continuous
movement_libras;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984754891468494;train;1.50933071333333;3;160;326;15;19;252;multinomial
movement_libras;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935402494331066;test;1.50933071333333;3;160;326;15;19;252;multinomial
confidence;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960061728395062;train;1.46198151;8;260;536;1;1;51;multinomial
confidence;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960185185185185;test;1.46198151;8;260;536;1;1;51;multinomial
542_pollution;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.632858622070535;train;0.641550416666667;3;160;326;10;10;42;continuous
542_pollution;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.609877037916453;test;0.641550416666667;3;160;326;10;10;42;continuous
654_fri_c0_500_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227990752186668;train;1.82940875;10;300;620;8;10;350;continuous
654_fri_c0_500_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419321701571399;test;1.82940875;10;300;620;8;10;350;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.325390550745888;train;0.135023641666667;3;6;48;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.349336912672918;test;0.135023641666667;3;6;48;3;3;227;continuous
230_machine_cpu;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.217984693760129;train;0.809828918333333;16;30;706;6;6;147;continuous
230_machine_cpu;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.282499949643807;test;0.809828918333333;16;30;706;6;6;147;continuous
529_pollen;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.434593765387358;train;1.507463705;7;208;430;4;4;2694;continuous
529_pollen;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.433630378201219;test;1.507463705;7;208;430;4;4;2694;continuous
653_fri_c0_250_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457855929262129;train;1.32194557666667;3;49;150;11;25;175;continuous
653_fri_c0_250_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515819562145356;test;1.32194557666667;3;49;150;11;25;175;continuous
503_wind;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455546894368956;train;1.35979232;3;160;326;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455582956867941;test;1.35979232;3;160;326;14;14;4602;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468754316728883;train;3.22488027166667;12;100;528;29;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463303270407203;test;3.22488027166667;12;100;528;29;50;350;continuous
page_blocks;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913131944456832;train;0.18989427;5;8;82;3;8;3832;multinomial
page_blocks;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931233255635527;test;0.18989427;5;8;82;3;8;3832;multinomial
1030_ERA;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.745949984820524;train;1.18608853166667;7;224;462;4;4;700;continuous
1030_ERA;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792224994994572;test;1.18608853166667;7;224;462;4;4;700;continuous
687_sleuth_ex1605;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.585603110487486;train;0.923532426666667;5;200;410;4;5;44;continuous
687_sleuth_ex1605;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.681422255732648;test;0.923532426666667;5;200;410;4;5;44;continuous
new_thyroid;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126093933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999066796801425;train;0.254545695;3;5;36;2;5;151;multinomial
new_thyroid;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126093933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996650906225374;test;0.254545695;3;5;36;2;5;151;multinomial
537_houses;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435658459699549;train;7.44135862666667;10;300;620;6;6;14448;continuous
537_houses;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.500155599367859;test;7.44135862666667;10;300;620;6;6;14448;continuous
segmentation;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125183254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999930640474994;train;1.753910575;3;160;326;14;14;1617;multinomial
segmentation;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125183254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999475619780574;test;1.753910575;3;160;326;14;14;1617;multinomial
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125210233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213532477268015;train;0.982058826666667;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125210233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301838732005131;test;0.982058826666667;3;160;326;5;10;700;continuous
ring;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.822641468929788;train;0.535565301666667;7;75;334;20;20;5180;binomial
ring;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.800506813812097;test;0.535565301666667;7;75;334;20;20;5180;binomial
dis;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998341291781855;train;12.9650154266667;20;500;1040;13;25;2641;binomial
dis;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966934763181412;test;12.9650154266667;20;500;1040;13;25;2641;binomial
542_pollution;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713603377614509;train;0.789057666666667;3;160;326;2;9;42;continuous
542_pollution;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.979271421560554;test;0.789057666666667;3;160;326;2;9;42;continuous
backache;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.565340909090909;train;6.06531882333333;17;31;726;14;31;126;binomial
backache;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.404938271604938;test;6.06531882333333;17;31;726;14;31;126;binomial
wine_recognition;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.852547973333333;3;144;294;13;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999278499278499;test;0.852547973333333;3;144;294;13;13;125;multinomial
344_mv;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450260439905055;train;1.2607521;3;18;122;7;9;28538;continuous
344_mv;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458554696351442;test;1.2607521;3;18;122;7;9;28538;continuous
glass2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789409616555082;train;0.653472726666667;10;9;190;9;9;115;binomial
glass2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.732173913043478;test;0.653472726666667;10;9;190;9;9;115;binomial
waveform_40;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125184056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969861121029694;train;16.050505935;5;40;220;32;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125184056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972152801357236;test;16.050505935;5;40;220;32;40;3500;multinomial
643_fri_c2_500_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232435317961787;train;2.353146185;13;344;714;9;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377776504816422;test;2.353146185;13;344;714;9;25;350;continuous
yeast;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892071065590027;train;0.149426585;5;8;88;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883762898866461;test;0.149426585;5;8;88;7;8;1036;multinomial
623_fri_c4_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834636384281727;train;0.292824783333333;6;50;292;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81557314856911;test;0.292824783333333;6;50;292;5;10;700;continuous
breast_cancer;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759067062043796;train;1.16330883166667;19;36;814;3;9;201;binomial
breast_cancer;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.681919642857143;test;1.16330883166667;19;36;814;3;9;201;binomial
591_fri_c1_100_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.759274305222929;train;1.64777775833333;6;220;452;9;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.992732596379547;test;1.64777775833333;6;220;452;9;9;70;continuous
227_cpu_small;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.294262756534993;train;2.74142580333333;11;272;566;3;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296830182328831;test;2.74142580333333;11;272;566;3;12;5735;continuous
522_pm10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848949095681752;train;1.32863787166667;7;14;200;6;7;350;continuous
522_pm10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856470607329099;test;1.32863787166667;7;14;200;6;7;350;continuous
analcatdata_japansolvent;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969298245614035;train;0.822935748333333;5;200;410;1;5;37;binomial
analcatdata_japansolvent;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.722222222222222;test;0.822935748333333;5;200;410;1;5;37;binomial
churn;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865413458521477;train;1.15793510333333;14;60;628;6;15;3500;binomial
churn;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858206245461147;test;1.15793510333333;14;60;628;6;15;3500;binomial
heart_c;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933184656556646;train;0.841750036666667;11;52;502;7;13;213;binomial
heart_c;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878772884710539;test;0.841750036666667;11;52;502;7;13;213;binomial
628_fri_c3_1000_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.153430488320464;train;1.84910314333333;13;312;650;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286985222050864;test;1.84910314333333;13;312;650;5;5;700;continuous
294_satellite_image;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475822857947146;train;2.83691304666667;3;48;146;24;24;4505;continuous
294_satellite_image;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505115270198642;test;2.83691304666667;3;48;146;24;24;4505;continuous
waveform_40;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971712660512436;train;0.854537525;9;40;388;39;40;3500;multinomial
waveform_40;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97184013407009;test;0.854537525;9;40;388;39;40;3500;multinomial
654_fri_c0_500_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520864855104775;train;1.22080651833333;7;20;294;8;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540948586305704;test;1.22080651833333;7;20;294;8;10;350;continuous
197_cpu_act;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.116083219010967;train;18.4965252383333;20;352;744;14;16;5735;continuous
197_cpu_act;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.153688257503027;test;18.4965252383333;20;352;744;14;16;5735;continuous
678_visualizing_environmental;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793702056945898;train;0.611159136666667;3;160;326;2;3;78;continuous
678_visualizing_environmental;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.676332253724126;test;0.611159136666667;3;160;326;2;3;78;continuous
197_cpu_act;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.179867830622076;train;8.25026197666667;11;32;482;16;16;5735;continuous
197_cpu_act;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.192515858013385;test;8.25026197666667;11;32;482;16;16;5735;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506296653199506;train;0.862880295;3;160;326;10;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507588614052403;test;0.862880295;3;160;326;10;50;700;continuous
analcatdata_authorship;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.06056695166667;3;160;326;70;70;589;multinomial
analcatdata_authorship;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.06056695166667;3;160;326;70;70;589;multinomial
appendicitis;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954444444444444;train;0.566169416666667;3;160;326;2;4;75;binomial
appendicitis;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893333333333333;test;0.566169416666667;3;160;326;2;4;75;binomial
646_fri_c3_500_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79639901218508;train;2.35855783;12;18;444;4;9;350;continuous
646_fri_c3_500_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844426580529092;test;2.35855783;12;18;444;4;9;350;continuous
hepatitis;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817659352142111;train;1.27442170833333;9;19;334;18;19;109;binomial
hepatitis;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783333333333333;test;1.27442170833333;9;19;334;18;19;109;binomial
new_thyroid;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991699283755359;train;0.706816008333333;3;160;326;2;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957579672695952;test;0.706816008333333;3;160;326;2;5;151;multinomial
australian;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932795511569557;train;0.860373246666667;11;56;502;5;14;483;binomial
australian;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905686936936937;test;0.860373246666667;11;56;502;5;14;483;binomial
644_fri_c4_250_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781502915718183;train;0.706810438333333;11;125;522;8;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875583533679878;test;0.706810438333333;11;125;522;8;25;175;continuous
207_autoPrice;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.404005152327538;train;2.07595724333333;20;375;792;3;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.424610816258064;test;2.07595724333333;20;375;792;3;10;112;continuous
605_fri_c2_250_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231981199082202;train;1.68882310833333;7;240;494;5;25;175;continuous
605_fri_c2_250_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399515426075692;test;1.68882310833333;7;240;494;5;25;175;continuous
allhypo;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82561588426622;train;0.655121663333333;9;25;344;9;25;2639;multinomial
allhypo;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842652637581582;test;0.655121663333333;9;25;344;9;25;2639;multinomial
634_fri_c2_100_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125184203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793946707622066;train;0.26977817;6;45;302;4;9;70;continuous
634_fri_c2_100_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125184203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847582780372915;test;0.26977817;6;45;302;4;9;70;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822109295982949;train;0.990635681683333;3;72;150;46;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837728463679018;test;0.990635681683333;3;72;150;46;100;700;continuous
503_wind;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468042523640012;train;6.55888116833333;11;28;470;13;14;4602;continuous
503_wind;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480798686551065;test;6.55888116833333;11;28;470;13;14;4602;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819765016769549;train;0.862956931666667;3;160;326;5;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861939541135695;test;0.862956931666667;3;160;326;5;10;175;continuous
519_vinnie;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472187441035868;train;0.11778508;7;10;160;1;2;266;continuous
519_vinnie;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490239599855921;test;0.11778508;7;10;160;1;2;266;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.563903235814878;train;0.142679626683333;3;30;176;1;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.696846874151093;test;0.142679626683333;3;30;176;1;6;66;continuous
cleveland;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.673193609187341;train;5.024076735;20;500;1040;13;13;213;multinomial
cleveland;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.690381443952873;test;5.024076735;20;500;1040;13;13;213;multinomial
687_sleuth_ex1605;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433148647832982;train;3.13264171166667;18;460;956;5;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.583074254587225;test;3.13264171166667;18;460;956;5;5;44;continuous
credit_a;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983670916860647;train;0.83972514;3;160;326;12;14;483;binomial
credit_a;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912846632710809;test;0.83972514;3;160;326;12;14;483;binomial
breast_cancer_wisconsin;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994593161940101;train;0.185135826666667;3;74;166;11;23;399;binomial
breast_cancer_wisconsin;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992764778325123;test;0.185135826666667;3;74;166;11;23;399;binomial
mfeat_zernike;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124154816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989803212836223;train;28.4160078216667;3;32;130;32;32;1400;multinomial
mfeat_zernike;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124154816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981575976149876;test;28.4160078216667;3;32;130;32;32;1400;multinomial
credit_a;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905685967657799;train;0.497194458333333;8;56;376;4;14;483;binomial
credit_a;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913999246846168;test;0.497194458333333;8;56;376;4;14;483;binomial
641_fri_c1_500_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218079322270942;train;1.76023066831667;9;280;578;5;10;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347346083335694;test;1.76023066831667;9;280;578;5;10;350;continuous
banana;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980531138482587;train;3.04337281833333;3;160;326;2;2;3710;binomial
banana;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965036800437756;test;3.04337281833333;3;160;326;2;2;3710;binomial
nikuradse_1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.201691248936448;train;0.124262628333333;3;4;32;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.230631960003343;test;0.124262628333333;3;4;32;2;2;254;continuous
1089_USCrime;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.435589412986474;train;0.336878981666667;6;14;162;3;7;33;continuous
1089_USCrime;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509992879064713;test;0.336878981666667;6;14;162;3;7;33;continuous
german;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84037401102853;train;1.48601617;8;254;524;15;20;700;binomial
german;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.771326949384405;test;1.48601617;8;254;524;15;20;700;binomial
coil2000;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717343475448869;train;4.16904604166667;0;5;10;2;59;6876;binomial
coil2000;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.65839968828989;test;4.16904604166667;0;5;10;2;59;6876;binomial
635_fri_c0_250_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.551565449807408;train;1.76893357;11;20;450;10;10;175;continuous
635_fri_c0_250_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517379850658027;test;1.76893357;11;20;450;10;10;175;continuous
547_no2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.626036881134138;train;1.52684654;8;260;536;7;7;350;continuous
547_no2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.659485205717511;test;1.52684654;8;260;536;7;7;350;continuous
agaricus_lepiota;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.44467494666667;3;160;326;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.44467494666667;3;160;326;20;20;5702;binomial
titanic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821592266102946;train;1.75551553331667;5;200;410;7;7;1545;binomial
titanic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795624228712464;test;1.75551553331667;5;200;410;7;7;1545;binomial
appendicitis;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858313817330211;train;0.11998857335;3;4;30;1;4;75;binomial
appendicitis;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857142857142857;test;0.11998857335;3;4;30;1;4;75;binomial
611_fri_c3_100_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247757774616006;train;1.43190199833333;8;260;536;3;4;70;continuous
611_fri_c3_100_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.487659487690449;test;1.43190199833333;8;260;536;3;4;70;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493922900402494;train;0.425843315;9;50;418;7;10;700;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488036516976387;test;0.425843315;9;50;418;7;10;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211749788893062;train;2.02004394166667;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294352416207147;test;2.02004394166667;3;160;326;5;100;700;continuous
218_house_8L;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361368181550391;train;18.9649191433333;7;240;494;8;8;15949;continuous
218_house_8L;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377281444862268;test;18.9649191433333;7;240;494;8;8;15949;continuous
lupus;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825514874141877;train;0.304058153333333;3;112;230;1;2;61;binomial
lupus;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910714285714286;test;0.304058153333333;3;112;230;1;2;61;binomial
503_wind;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451227057681058;train;1.31106842333333;3;160;326;14;14;4602;continuous
503_wind;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467062232655594;test;1.31106842333333;3;160;326;14;14;4602;continuous
breast_w;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993124297222069;train;0.740304890016667;3;160;326;7;9;490;binomial
breast_w;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974858069748581;test;0.740304890016667;3;160;326;7;9;490;binomial
australian;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932547382280586;train;0.478495176666667;6;52;292;8;13;483;binomial
australian;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915716999050332;test;0.478495176666667;6;52;292;8;13;483;binomial
597_fri_c2_500_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21357938675077;train;2.13077989166667;10;300;620;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364335429976059;test;2.13077989166667;10;300;620;5;5;350;continuous
waveform_40;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126095223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992758310414113;train;6.90332873166667;7;240;494;30;40;3500;multinomial
waveform_40;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126095223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972110367035678;test;6.90332873166667;7;240;494;30;40;3500;multinomial
spectf;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991434299252779;train;2.011442115;9;280;578;27;44;245;binomial
spectf;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926062091503268;test;2.011442115;9;280;578;27;44;245;binomial
tae;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719446629950171;train;0.74416302;3;160;326;5;5;106;multinomial
tae;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67591706539075;test;0.74416302;3;160;326;5;5;106;multinomial
1196_BNG_pharynx;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.656616822801823;train;245.744489505;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.657495106565732;test;245.744489505;0;100;200;5;10;700000;continuous
218_house_8L;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459699662691527;train;0.39411177165;7;40;334;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439128361880921;test;0.39411177165;7;40;334;8;8;15949;continuous
breast_cancer;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740130023640662;train;0.383622051666667;7;36;312;2;9;201;binomial
breast_cancer;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125200629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.658333333333333;test;0.383622051666667;7;36;312;2;9;201;binomial
penguins;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.319123606666667;3;7;46;5;7;241;multinomial
penguins;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.319123606666667;3;7;46;5;7;241;multinomial
645_fri_c3_500_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125092159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794957077654459;train;0.929005726683333;3;68;150;12;50;350;continuous
645_fri_c3_500_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125092159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794915545979765;test;0.929005726683333;3;68;150;12;50;350;continuous
560_bodyfat;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125210223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0419083209252508;train;0.17230392165;3;68;186;1;14;177;continuous
560_bodyfat;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125210223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0394308340027971;test;0.17230392165;3;68;186;1;14;177;continuous
210_cloud;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.226956721599936;train;0.236168796666667;3;10;72;5;5;76;continuous
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650_fri_c0_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446233214136491;test;4.073907735;8;260;536;18;50;350;continuous
654_fri_c0_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522403432837168;train;0.411642623333333;9;50;418;10;10;350;continuous
654_fri_c0_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540591861089026;test;0.411642623333333;9;50;418;10;10;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825071304541136;train;0.113029608333333;3;25;156;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860387047884477;test;0.113029608333333;3;25;156;5;5;350;continuous
645_fri_c3_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821907021432087;train;1.51846352166667;6;220;452;32;50;350;continuous
645_fri_c3_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856199955624573;test;1.51846352166667;6;220;452;32;50;350;continuous
buggyCrx;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933744088916503;train;1.83555046166667;7;14;194;14;14;483;binomial
buggyCrx;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945805207328833;test;1.83555046166667;7;14;194;14;14;483;binomial
haberman;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74625;train;0.262172468333333;8;3;54;3;3;215;binomial
haberman;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.665976331360947;test;0.262172468333333;8;3;54;3;3;215;binomial
yeast;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880143431309963;train;9.19564378666667;9;8;152;7;8;1036;multinomial
yeast;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876983951306306;test;9.19564378666667;9;8;152;7;8;1036;multinomial
ecoli;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974666331802356;train;0.0717226583333333;5;5;56;4;5;229;multinomial
ecoli;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984027777777778;test;0.0717226583333333;5;5;56;4;5;229;multinomial
594_fri_c2_100_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86018203470152;train;0.398435075;10;25;458;2;5;70;continuous
594_fri_c2_100_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.887557016135073;test;0.398435075;10;25;458;2;5;70;continuous
627_fri_c2_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216090762570471;train;1.79401036;10;300;620;7;10;350;continuous
627_fri_c2_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335393776857851;test;1.79401036;10;300;620;7;10;350;continuous
auto;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87394956054047;train;0.839358276666667;3;160;326;21;22;142;multinomial
auto;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842514317980157;test;0.839358276666667;3;160;326;21;22;142;multinomial
582_fri_c1_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799559794412167;train;0.192454826666667;3;90;186;10;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.869081617449217;test;0.192454826666667;3;90;186;10;25;350;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.658393603317371;train;33.4741530066667;1;120;242;6;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.659242358657369;test;33.4741530066667;1;120;242;6;10;700000;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.390130425144012;train;1.72548647835;6;129;276;54;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.393853128747933;test;1.72548647835;6;129;276;54;71;742;continuous
prnn_crabs;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993872549019608;train;0.0658485583333333;3;3;24;3;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.0658485583333333;3;3;24;3;3;140;binomial
207_autoPrice;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124213337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389670476553494;train;0.703036883333333;3;160;326;9;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124213337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559782720273644;test;0.703036883333333;3;160;326;9;12;112;continuous
560_bodyfat;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0684342886248401;train;0.192038928333333;3;65;186;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0631808961242013;test;0.192038928333333;3;65;186;1;13;177;continuous
prnn_synth;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124200634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936242487588189;train;0.0715611266666667;3;2;16;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124200634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932336182336182;test;0.0715611266666667;3;2;16;2;2;175;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908653846153846;train;0.376060136666667;8;28;376;3;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904761904761905;test;0.376060136666667;8;28;376;3;7;68;binomial
560_bodyfat;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519087041451887;train;1.71714917333333;7;240;494;12;13;177;continuous
560_bodyfat;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449425124555836;test;1.71714917333333;7;240;494;12;13;177;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455475771668839;train;1.42375552166667;6;204;420;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451028336862661;test;1.42375552166667;6;204;420;5;5;350;continuous
horse_colic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929675222629649;train;0.72887751665;3;160;326;10;22;258;binomial
horse_colic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834366391184573;test;0.72887751665;3;160;326;10;22;258;binomial
mfeat_factors;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999395756527687;train;3.15031996833333;3;160;326;135;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99672136841781;test;3.15031996833333;3;160;326;135;135;1400;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933323684289165;train;17.7958118150167;20;436;912;11;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.774783303352971;test;17.7958118150167;20;436;912;11;11;3429;multinomial
648_fri_c1_250_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.779796952522388;train;1.34327389166667;6;220;452;7;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808784843542712;test;1.34327389166667;6;220;452;7;50;175;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251073967361768;train;1.845947065;10;300;620;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.526744202041027;test;1.845947065;10;300;620;5;5;70;continuous
prnn_crabs;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125145940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997338247338247;train;0.0880356216666667;3;12;96;2;3;140;binomial
prnn_crabs;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125145940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0880356216666667;3;12;96;2;3;140;binomial
583_fri_c1_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846323201587776;train;1.30629299501667;5;200;410;35;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864290111625313;test;1.30629299501667;5;200;410;35;50;700;continuous
analcatdata_cyyoung9302;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926666666666667;train;0.309412378333333;5;7;80;6;7;65;binomial
analcatdata_cyyoung9302;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91304347826087;test;0.309412378333333;5;7;80;6;7;65;binomial
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615_fri_c4_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802244634947067;train;0.76689478;3;160;326;7;10;175;continuous
615_fri_c4_250_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824883488598323;test;0.76689478;3;160;326;7;10;175;continuous
analcatdata_authorship;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.228072256666667;3;60;138;68;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969266358228685;test;0.228072256666667;3;60;138;68;70;589;multinomial
mfeat_factors;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.3417816;6;99;264;66;134;1400;multinomial
mfeat_factors;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986767533685374;test;1.3417816;6;99;264;66;134;1400;multinomial
1193_BNG_lowbwt;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.628786423801877;train;4.83147956831667;7;208;430;8;9;21773;continuous
1193_BNG_lowbwt;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.626602264757865;test;4.83147956831667;7;208;430;8;9;21773;continuous
624_fri_c0_100_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125202550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514263604151341;train;0.104560163333333;3;25;166;5;5;70;continuous
624_fri_c0_100_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125202550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.511074631530803;test;0.104560163333333;3;25;166;5;5;70;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455995259243446;train;0.237323411666667;6;25;282;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474516606387252;test;0.237323411666667;6;25;282;5;5;350;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.176708316164225;train;0.102088416666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292835763911379;test;0.102088416666667;3;15;120;3;3;333;continuous
credit_a;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946687280686516;train;1.584725465;20;52;880;10;13;483;binomial
credit_a;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912280701754386;test;1.584725465;20;52;880;10;13;483;binomial
wdbc;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999127445795875;train;0.557956806666667;3;160;326;21;21;399;binomial
wdbc;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990684676292501;test;0.557956806666667;3;160;326;21;21;399;binomial
529_pollen;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452527238299355;train;0.16843525;3;8;60;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431920739050179;test;0.16843525;3;8;60;4;4;2694;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.881753130245841;train;32.66127893;1;120;242;5;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.885590358371708;test;32.66127893;1;120;242;5;9;81648;continuous
529_pollen;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44587031364862;train;1.26312338;3;160;326;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451309103397733;test;1.26312338;3;160;326;4;4;2694;continuous
spambase;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973075304665879;train;2.04177025333333;3;160;326;43;55;3221;binomial
spambase;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965356542743121;test;2.04177025333333;3;160;326;43;55;3221;binomial
confidence;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907280844155844;train;0.65767273665;3;160;326;1;1;51;multinomial
confidence;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891666666666667;test;0.65767273665;3;160;326;1;1;51;multinomial
602_fri_c3_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832105537866234;train;1.616214725;9;18;338;6;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833285738943104;test;1.616214725;9;18;338;6;9;175;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828579916125747;train;0.934399195;3;72;150;10;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852298661902685;test;0.934399195;3;72;150;10;50;700;continuous
591_fri_c1_100_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.690927647876457;train;1.66781860333333;6;220;452;10;10;70;continuous
591_fri_c1_100_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.07719211979164;test;1.66781860333333;6;220;452;10;10;70;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164314559327009;train;7.47089364166667;8;260;536;46;50;700;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346514337989268;test;7.47089364166667;8;260;536;46;50;700;continuous
627_fri_c2_500_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807428070669878;train;0.878207111666667;3;160;326;8;10;350;continuous
627_fri_c2_500_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813357379955466;test;0.878207111666667;3;160;326;8;10;350;continuous
294_satellite_image;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284793482479572;train;7.15888132166667;11;240;502;13;25;4505;continuous
294_satellite_image;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323075052600952;test;7.15888132166667;11;240;502;13;25;4505;continuous
537_houses;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.487344434660732;train;10.4483337866667;6;220;452;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.512917100769644;test;10.4483337866667;6;220;452;5;5;14448;continuous
waveform_40;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971086925676372;train;0.454742728316667;5;40;220;38;40;3500;multinomial
waveform_40;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970918516984143;test;0.454742728316667;5;40;220;38;40;3500;multinomial
diabetes;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877825443786982;train;1.616242565;7;240;494;8;8;538;binomial
diabetes;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.821350762527233;test;1.616242565;7;240;494;8;8;538;binomial
522_pm10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831175009405226;train;0.71580968;3;160;326;7;7;350;continuous
522_pm10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.884733683255042;test;0.71580968;3;160;326;7;7;350;continuous
hepatitis;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930194805194805;train;1.76646594333333;20;76;888;11;19;109;binomial
hepatitis;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722077922077922;test;1.76646594333333;20;76;888;11;19;109;binomial
wine_recognition;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999820981023989;train;0.87583642;3;160;326;13;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.87583642;3;160;326;13;13;125;multinomial
nikuradse_1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.192180543683404;train;0.110055638333333;3;4;32;2;2;254;continuous
nikuradse_1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.20398512140406;test;0.110055638333333;3;4;32;2;2;254;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124212451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226250032512177;train;0.0785364816666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124212451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.428184766801677;test;0.0785364816666667;3;15;120;3;3;333;continuous
breast_cancer;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775118203309693;train;0.64145875;3;160;326;9;9;201;binomial
breast_cancer;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.696666666666667;test;0.64145875;3;160;326;9;9;201;binomial
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645_fri_c3_500_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835786469903948;test;0.30851849;5;130;270;10;49;350;continuous
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201_pol;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.728369494676552;test;0.225558955;3;85;176;26;26;10500;continuous
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sonar;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125133418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913461538461539;test;0.551995121666667;7;145;342;14;60;146;binomial
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analcatdata_boxing2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126092844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.745251661918329;train;1.80543914666667;10;300;620;1;3;93;binomial
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flags;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125201614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845937811517522;train;7.46616843666667;8;39;344;37;39;125;multinomial
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analcatdata_boxing1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.555555555555556;test;0.522395375;3;160;326;3;3;84;binomial
segmentation;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997298998763759;train;3.03692518833333;5;200;410;14;14;1617;multinomial
segmentation;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995566652481958;test;3.03692518833333;5;200;410;14;14;1617;multinomial
584_fri_c4_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211110861814122;train;2.65201036;10;300;620;5;25;350;continuous
584_fri_c4_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393811371023557;test;2.65201036;10;300;620;5;25;350;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791481847655513;train;1.39287740166667;10;20;402;4;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841187493364243;test;1.39287740166667;10;20;402;4;10;175;continuous
mfeat_karhunen;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998711822577519;train;22.0620619566667;3;50;138;26;64;1400;multinomial
mfeat_karhunen;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998402467683497;test;22.0620619566667;3;50;138;26;64;1400;multinomial
218_house_8L;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.459443690012649;train;9.195229225;18;16;592;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437846847476002;test;9.195229225;18;16;592;8;8;15949;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820513837891077;train;2.24901164333333;9;50;398;4;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82632525251574;test;2.24901164333333;9;50;398;4;25;700;continuous
breast;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983272111783348;train;0.730995646666667;3;160;326;2;9;490;binomial
breast;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983039791258969;test;0.730995646666667;3;160;326;2;9;490;binomial
spectf;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999651142508285;train;2.50679353666667;13;343;714;42;44;245;binomial
spectf;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956597222222222;test;2.50679353666667;13;343;714;42;44;245;binomial
breast_cancer_wisconsin;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991677710045057;train;0.19325019;3;76;166;10;23;399;binomial
breast_cancer_wisconsin;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994458128078818;test;0.19325019;3;76;166;10;23;399;binomial
buggyCrx;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92345794069932;train;2.55666284668333;20;383;806;8;13;483;binomial
buggyCrx;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929604628736741;test;2.55666284668333;20;383;806;8;13;483;binomial
556_analcatdata_apnea2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.299193172426889;train;1.01099290333333;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.235197159826285;test;1.01099290333333;3;160;326;0;3;333;continuous
547_no2;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.688102565769167;train;0.75421378;13;35;582;5;7;350;continuous
547_no2;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.647568578128569;test;0.75421378;13;35;582;5;7;350;continuous
mfeat_karhunen;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995846051419641;train;2.518867245;3;160;326;64;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994655881285748;test;2.518867245;3;160;326;64;64;1400;multinomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126094941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997173468289006;train;1.08147027168333;5;200;410;18;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126094941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994840801886792;test;1.08147027168333;5;200;410;18;22;399;binomial
breast_cancer;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125184520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.770928375912409;train;1.05432804;16;36;704;7;9;201;binomial
breast_cancer;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125184520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.592261904761905;test;1.05432804;16;36;704;7;9;201;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87719298245614;train;0.0909471583333333;3;4;30;1;4;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.0909471583333333;3;4;30;1;4;37;binomial
695_chatfield_4;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.31816492476251;train;1.63354126666667;10;220;460;4;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.344119026151551;test;1.63354126666667;10;220;460;4;9;165;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489733471247666;train;1.98714861333333;20;299;638;34;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459603764703186;test;1.98714861333333;20;299;638;34;50;350;continuous
207_autoPrice;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124155346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499835125844206;train;0.580977348333333;3;160;326;1;9;112;continuous
207_autoPrice;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124155346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.560755581004454;test;0.580977348333333;3;160;326;1;9;112;continuous
527_analcatdata_election2000;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.165957473893307;train;1.10874217;5;200;410;1;1;47;continuous
527_analcatdata_election2000;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.277318309833895;test;1.10874217;5;200;410;1;1;47;continuous
695_chatfield_4;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320454670591353;train;0.661183085;3;160;326;1;5;165;continuous
695_chatfield_4;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342149818256432;test;0.661183085;3;160;326;1;5;165;continuous
banana;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.572634492683392;train;4.04274294333333;20;468;976;1;2;3710;binomial
banana;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.577879862841197;test;4.04274294333333;20;468;976;1;2;3710;binomial
1196_BNG_pharynx;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657177744330554;train;4.281243565;6;50;292;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657685911637089;test;4.281243565;6;50;292;10;10;700000;continuous
optdigits;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999723739332864;train;11.412821705;3;160;326;52;61;3934;multinomial
optdigits;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998789460083196;test;11.412821705;3;160;326;52;61;3934;multinomial
665_sleuth_case2002;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818882112865595;train;0.546854746666667;5;12;136;2;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.740253304586758;test;0.546854746666667;5;12;136;2;6;103;continuous
627_fri_c2_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815575601103418;train;0.276194481666667;6;50;292;6;10;350;continuous
627_fri_c2_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822413851488056;test;0.276194481666667;6;50;292;6;10;350;continuous
Hill_Valley_with_noise;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124192438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.540963273732228;train;0.624326801666667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124192438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.52372495446266;test;0.624326801666667;3;160;326;1;1;849;binomial
573_cpu_act;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125202050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.162672242393434;train;2.65530738333333;7;224;462;17;17;5735;continuous
573_cpu_act;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125202050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.168908568404582;test;2.65530738333333;7;224;462;17;17;5735;continuous
yeast;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885269820570628;train;7.53182633666667;7;8;120;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87964550161335;test;7.53182633666667;7;8;120;7;8;1036;multinomial
allrep;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932649019607843;train;32.0176165983333;4;24;176;21;24;2641;multinomial
allrep;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953759834800648;test;32.0176165983333;4;24;176;21;24;2641;multinomial
1199_BNG_echoMonths;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125131757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.711277457192118;train;0.88263639;3;18;124;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125131757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.708638488531001;test;0.88263639;3;18;124;9;9;12248;continuous
663_rabe_266;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124184953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.109802859717613;train;0.0856012550166667;3;4;32;2;2;84;continuous
663_rabe_266;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124184953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.111647929436828;test;0.0856012550166667;3;4;32;2;2;84;continuous
crx;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925313449516292;train;0.8247008;3;160;326;11;13;483;binomial
crx;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926137427448043;test;0.8247008;3;160;326;11;13;483;binomial
624_fri_c0_100_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264219167261431;train;1.35617143833333;6;220;452;5;5;70;continuous
624_fri_c0_100_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.627468739560663;test;1.35617143833333;6;220;452;5;5;70;continuous
waveform_21;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969558597035845;train;1.68450193833333;3;160;326;20;21;3500;multinomial
waveform_21;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965966942098964;test;1.68450193833333;3;160;326;20;21;3500;multinomial
210_cloud;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.289802060129922;train;0.303909298316667;5;25;240;3;5;76;continuous
210_cloud;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292676088841698;test;0.303909298316667;5;25;240;3;5;76;continuous
637_fri_c1_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854401747890984;train;0.522202803333333;3;72;150;36;50;350;continuous
637_fri_c1_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84649782848447;test;0.522202803333333;3;72;150;36;50;350;continuous
519_vinnie;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492956438093053;train;0.91660589;3;160;326;2;2;266;continuous
519_vinnie;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442124467598985;test;0.91660589;3;160;326;2;2;266;continuous
analcatdata_happiness;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722771672771673;train;0.05372026;5;3;36;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803968253968254;test;0.05372026;5;3;36;1;3;42;multinomial
diabetes;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835923742439323;train;0.922246155;10;8;168;7;8;538;binomial
diabetes;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835177444471765;test;0.922246155;10;8;168;7;8;538;binomial
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.47912199182395;train;0.2712613;6;50;292;10;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505602631713114;test;0.2712613;6;50;292;10;10;700;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238966777199105;train;2.46472039666667;17;413;860;4;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475850238247831;test;2.46472039666667;17;413;860;4;9;175;continuous
mfeat_fourier;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989335816491628;train;2.12041087666667;3;160;326;10;76;1400;multinomial
mfeat_fourier;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973479268670079;test;2.12041087666667;3;160;326;10;76;1400;multinomial
527_analcatdata_election2000;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156514593794631;train;1.345820915;7;240;494;3;3;47;continuous
527_analcatdata_election2000;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.669458380773049;test;1.345820915;7;240;494;3;3;47;continuous
192_vineyard;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612540407916372;train;0.600027285;3;160;326;2;2;37;continuous
192_vineyard;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.645111368699375;test;0.600027285;3;160;326;2;2;37;continuous
analcatdata_bankruptcy;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125184936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950980392156863;train;0.49312506835;16;16;470;3;4;35;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125184936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928571428571429;test;0.49312506835;16;16;470;3;4;35;binomial
hepatitis;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87012987012987;train;2.33625707333333;14;380;788;8;19;109;binomial
hepatitis;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.576623376623377;test;2.33625707333333;14;380;788;8;19;109;binomial
collins;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.117273855;3;144;294;1;20;340;multinomial
collins;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.117273855;3;144;294;1;20;340;multinomial
615_fri_c4_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124184123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26033722668932;train;1.79720911333333;10;300;620;9;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124184123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.455967857242244;test;1.79720911333333;10;300;620;9;10;175;continuous
nikuradse_2;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835607207478229;train;0.0438618366666667;3;5;40;0;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796933097457016;test;0.0438618366666667;3;5;40;0;1;254;continuous
labor;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;1.13405285166667;9;15;270;14;15;40;binomial
labor;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966666666666667;test;1.13405285166667;9;15;270;14;15;40;binomial
1196_BNG_pharynx;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656938553871909;train;4.58687720166667;6;50;292;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657770588895294;test;4.58687720166667;6;50;292;10;10;700000;continuous
ecoli;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970147007801786;train;1.18089649166667;6;220;452;6;6;229;multinomial
ecoli;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985988562091503;test;1.18089649166667;6;220;452;6;6;229;multinomial
schizo;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.870238277854477;train;3.03442074833333;16;386;806;3;13;238;multinomial
schizo;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.604614512471655;test;3.03442074833333;16;386;806;3;13;238;multinomial
mfeat_zernike;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990352973238135;train;2.75401416166667;20;32;846;32;32;1400;multinomial
mfeat_zernike;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966672801491556;test;2.75401416166667;20;32;846;32;32;1400;multinomial
616_fri_c4_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800482886541929;train;0.261539786666667;3;90;186;5;50;350;continuous
616_fri_c4_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878106602467366;test;0.261539786666667;3;90;186;5;50;350;continuous
hepatitis;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925324675324675;train;0.509422151666667;8;76;384;14;19;109;binomial
hepatitis;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.727272727272727;test;0.509422151666667;8;76;384;14;19;109;binomial
diabetes;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841925895955556;train;0.495968808333333;9;32;410;8;8;538;binomial
diabetes;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82883098254841;test;0.495968808333333;9;32;410;8;8;538;binomial
651_fri_c0_100_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47231878285745;train;0.45934684;3;50;150;23;25;70;continuous
651_fri_c0_100_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.618938188948639;test;0.45934684;3;50;150;23;25;70;continuous
230_machine_cpu;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.22405892954678;train;1.38088808833333;7;240;494;4;6;147;continuous
230_machine_cpu;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.238923734586411;test;1.38088808833333;7;240;494;4;6;147;continuous
twonorm;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997546280615214;train;1.37467409666667;3;160;326;20;20;5180;binomial
twonorm;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998725296530939;test;1.37467409666667;3;160;326;20;20;5180;binomial
626_fri_c2_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23192744575691;train;3.17062320998333;9;280;578;6;50;350;continuous
626_fri_c2_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379898839558127;test;3.17062320998333;9;280;578;6;50;350;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124182715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196381920034036;train;3.24696027;11;304;630;5;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124182715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319061602343143;test;3.24696027;11;304;630;5;10;700;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224845970565864;train;2.657430065;8;260;536;10;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434152986534439;test;2.657430065;8;260;536;10;24;175;continuous
225_puma8NH;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.726778952562079;train;1.39266392;3;160;326;6;8;5735;continuous
225_puma8NH;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.757747076446029;test;1.39266392;3;160;326;6;8;5735;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210016170554135;train;0.937434236666667;5;200;410;4;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39521246320218;test;0.937434236666667;5;200;410;4;10;350;continuous
spambase;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125181022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980886234132173;train;1.58093759833333;3;160;326;53;54;3221;binomial
spambase;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125181022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979980185659482;test;1.58093759833333;3;160;326;53;54;3221;binomial
522_pm10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84481000183149;train;1.23811838;6;220;452;6;7;350;continuous
522_pm10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829200238244794;test;1.23811838;6;220;452;6;7;350;continuous
581_fri_c3_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825503214003693;train;0.193593655;3;90;186;6;25;350;continuous
581_fri_c3_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820619554204476;test;0.193593655;3;90;186;6;25;350;continuous
195_auto_price;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332753776972615;train;0.587191818333333;9;50;428;10;10;112;continuous
195_auto_price;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336958079983326;test;0.587191818333333;9;50;428;10;10;112;continuous
225_puma8NH;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499871840862868;train;11.9159722983333;15;348;726;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.54194823316644;test;11.9159722983333;15;348;726;2;8;5735;continuous
503_wind;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466726915335952;train;1.03592677501667;3;28;126;13;14;4602;continuous
503_wind;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480424721714252;test;1.03592677501667;3;28;126;13;14;4602;continuous
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657_fri_c2_250_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758678991992031;train;0.824145591666667;8;20;334;9;10;175;continuous
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616_fri_c4_500_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400325434256556;test;4.25221181498333;20;493;1026;3;50;350;continuous
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646_fri_c3_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794035122303755;train;1.38906371666667;5;200;410;5;9;350;continuous
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635_fri_c0_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4970375539578;train;1.66093384166667;5;200;410;6;10;175;continuous
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mfeat_karhunen;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999478138137443;train;2.12332423666667;3;160;326;18;64;1400;multinomial
mfeat_karhunen;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99552360700213;test;2.12332423666667;3;160;326;18;64;1400;multinomial
churn;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872892692902706;train;0.248655328333333;3;56;166;10;15;3500;binomial
churn;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842413907045816;test;0.248655328333333;3;56;166;10;15;3500;binomial
hungarian;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125104015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921857068335942;train;0.94181393;14;48;628;3;12;206;binomial
hungarian;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125104015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847708894878706;test;0.94181393;14;48;628;3;12;206;binomial
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80198230810511;train;1.61839807333333;6;50;272;18;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833122307021604;test;1.61839807333333;6;50;272;18;25;700;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.282544291875966;train;4.01765017666667;17;440;914;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.13930226916303;test;4.01765017666667;17;440;914;3;3;333;continuous
228_elusage;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125154639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341211793815366;train;0.604216103333333;3;160;326;1;1;39;continuous
228_elusage;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125154639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396927217694883;test;0.604216103333333;3;160;326;1;1;39;continuous
page_blocks;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993437380393946;train;2.62236658166667;5;200;410;6;7;3832;multinomial
page_blocks;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97916791268902;test;2.62236658166667;5;200;410;6;7;3832;multinomial
579_fri_c0_250_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269033759982035;train;1.58345119166667;10;300;620;5;5;175;continuous
579_fri_c0_250_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52953081203007;test;1.58345119166667;10;300;620;5;5;175;continuous
diabetes;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125114406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.833077432562621;train;0.35319447;7;32;326;7;8;538;binomial
diabetes;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125114406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849025974025974;test;0.35319447;7;32;326;7;8;538;binomial
201_pol;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837855350955401;train;8.26154127666667;7;52;314;26;26;10500;continuous
201_pol;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838721075476005;test;8.26154127666667;7;52;314;26;26;10500;continuous
561_cpu;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.186014047397017;train;0.919681166666667;5;200;410;5;7;147;continuous
561_cpu;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.123188316167701;test;0.919681166666667;5;200;410;5;7;147;continuous
wine_quality_red;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903202390260348;train;4.43943161333333;15;331;692;10;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.7053072428216;test;4.43943161333333;15;331;692;10;11;1120;multinomial
590_fri_c0_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304504245808098;train;4.41708536833333;20;401;842;10;50;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409187918081882;test;4.41708536833333;20;401;842;10;50;700;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126110534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.219630190134909;train;0.0784654033333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126110534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.211842385074239;test;0.0784654033333333;3;15;120;3;3;333;continuous
contraceptive;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124184720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.808090244749438;train;1.35830340666667;5;200;410;8;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124184720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737657369582252;test;1.35830340666667;5;200;410;8;9;1032;multinomial
allbp;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951838719721029;train;1.01386962;12;25;494;8;25;2641;multinomial
allbp;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920117137217884;test;1.01386962;12;25;494;8;25;2641;multinomial
583_fri_c1_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825526969305872;train;0.718670311683333;10;212;448;14;50;700;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833458280557237;test;0.718670311683333;10;212;448;14;50;700;continuous
vowel;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966336952219445;train;7.0167217;3;13;90;9;13;693;multinomial
vowel;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957941691297148;test;7.0167217;3;13;90;9;13;693;multinomial
cleve;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967211642112828;train;1.89162799166667;10;300;620;12;13;213;binomial
cleve;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843873517786561;test;1.89162799166667;10;300;620;12;13;213;binomial
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914431274387201;train;0.45914532;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916426376569549;test;0.45914532;3;45;166;9;9;81648;continuous
segmentation;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997156349366965;train;0.438397866666667;7;13;184;7;13;1617;multinomial
segmentation;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99787342162336;test;0.438397866666667;7;13;184;7;13;1617;multinomial
ionosphere;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98733271308953;train;1.54875561;8;260;536;29;32;246;binomial
ionosphere;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923887122416534;test;1.54875561;8;260;536;29;32;246;binomial
diabetes;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837868463364214;train;1.766513265;7;240;494;6;8;538;binomial
diabetes;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.813130071305631;test;1.766513265;7;240;494;6;8;538;binomial
602_fri_c3_250_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826573021771787;train;0.494783753333333;11;45;502;4;9;175;continuous
602_fri_c3_250_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829156996276921;test;0.494783753333333;11;45;502;4;9;175;continuous
503_wind;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465346718335725;train;1.85857596666667;9;216;450;13;14;4602;continuous
503_wind;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474601664281055;test;1.85857596666667;9;216;450;13;14;4602;continuous
634_fri_c2_100_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.521851194171321;train;1.13903464333333;6;220;452;3;9;70;continuous
634_fri_c2_100_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.604818877737963;test;1.13903464333333;6;220;452;3;9;70;continuous
665_sleuth_case2002;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.654091766485023;train;0.307768646666667;6;12;160;2;6;103;continuous
665_sleuth_case2002;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786363251406591;test;0.307768646666667;6;12;160;2;6;103;continuous
analcatdata_authorship;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125202920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.15852633333333;3;61;138;24;70;589;multinomial
analcatdata_authorship;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125202920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999871109492486;test;3.15852633333333;3;61;138;24;70;589;multinomial
calendarDOW;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.782769010140172;train;5.81332641833333;10;15;248;2;15;280;multinomial
calendarDOW;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670264795918367;test;5.81332641833333;10;15;248;2;15;280;multinomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753931544865865;train;0.261115601666667;10;12;228;3;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.531428571428572;test;0.261115601666667;10;12;228;3;3;93;binomial
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623_fri_c4_1000_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321488436593178;test;0.908971636666667;3;160;326;5;10;700;continuous
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credit_g;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878963085935637;train;2.630203995;10;300;620;7;20;700;binomial
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schizo;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683491941015089;train;1.75441592666667;6;204;420;2;13;238;multinomial
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magic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850988381051947;train;5.27332324333333;20;270;580;7;9;13314;binomial
magic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842966329314826;test;5.27332324333333;20;270;580;7;9;13314;binomial
vowel;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969554529844972;train;18.1575466983333;6;13;154;9;13;693;multinomial
vowel;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956287210609524;test;18.1575466983333;6;13;154;9;13;693;multinomial
627_fri_c2_500_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816564437942228;train;1.00323003;10;20;408;6;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852939750185673;test;1.00323003;10;20;408;6;10;350;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80627027474438;train;0.88292741;3;160;326;5;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740409940099968;test;0.88292741;3;160;326;5;6;103;continuous
diabetes;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837715335732333;train;0.81395527;3;160;326;6;8;538;binomial
diabetes;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836734693877551;test;0.81395527;3;160;326;6;8;538;binomial
wine_quality_white;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656048037053485;train;0.273904443333333;5;11;110;1;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.582091425762001;test;0.273904443333333;5;11;110;1;11;3429;multinomial
haberman;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.739886363636364;train;0.66669813;3;160;326;1;3;215;binomial
haberman;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.652958579881657;test;0.66669813;3;160;326;1;3;215;binomial
627_fri_c2_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835062668586222;train;1.76015179833333;7;240;494;8;10;350;continuous
627_fri_c2_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828756875874112;test;1.76015179833333;7;240;494;8;10;350;continuous
backache;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.957547169811321;train;1.99761757666667;20;128;888;17;32;126;binomial
backache;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616326530612245;test;1.99761757666667;20;128;888;17;32;126;binomial
spectf;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.58237591333333;14;348;724;40;44;245;binomial
spectf;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9609375;test;2.58237591333333;14;348;724;40;44;245;binomial
678_visualizing_environmental;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.66886835295446;train;0.582546626666667;3;160;326;2;3;78;continuous
678_visualizing_environmental;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.695246306301567;test;0.582546626666667;3;160;326;2;3;78;continuous
analcatdata_cyyoung9302;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965976331360947;train;0.469410073333333;8;6;106;5;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801587301587302;test;0.469410073333333;8;6;106;5;6;65;binomial
1030_ERA;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.716441569040681;train;0.694979406666667;3;160;326;3;4;700;continuous
1030_ERA;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.783642666130532;test;0.694979406666667;3;160;326;3;4;700;continuous
banana;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.55305884083554;train;0.0728433233333333;3;8;64;2;2;3710;binomial
banana;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.538038210386695;test;0.0728433233333333;3;8;64;2;2;3710;binomial
649_fri_c0_500_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233289528345521;train;2.489985335;20;328;696;5;5;350;continuous
649_fri_c0_500_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372088001586164;test;2.489985335;20;328;696;5;5;350;continuous
687_sleuth_ex1605;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.648797112478324;train;0.199915441666667;6;25;266;2;5;44;continuous
687_sleuth_ex1605;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.536382613060693;test;0.199915441666667;6;25;266;2;5;44;continuous
contraceptive;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.719296612263241;train;1.58595015;5;9;98;3;9;1032;multinomial
contraceptive;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.730118733984726;test;1.58595015;5;9;98;3;9;1032;multinomial
615_fri_c4_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796597976297663;train;2.179071175;12;18;446;9;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.910885454104303;test;2.179071175;12;18;446;9;9;175;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.235769722151166;train;1.01140378666667;5;200;410;2;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.24107567613823;test;1.01140378666667;5;200;410;2;4;227;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467649254955943;train;0.333980213316667;7;50;334;9;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514043427271366;test;0.333980213316667;7;50;334;9;10;700;continuous
210_cloud;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.21167180978705;train;0.113333968333333;3;10;72;5;5;76;continuous
210_cloud;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.299532426535677;test;0.113333968333333;3;10;72;5;5;76;continuous
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594_fri_c2_100_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124184303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.910890360033888;test;0.901264571666667;3;160;326;5;5;70;continuous
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658_fri_c3_250_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.919480055868579;test;0.619485933333333;5;50;234;13;25;175;continuous
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hepatitis;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.675324675324675;test;2.72360077;20;425;890;18;19;109;binomial
1096_FacultySalaries;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.357486427742229;train;0.125215365;5;4;48;2;2;35;continuous
1096_FacultySalaries;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.674083270070647;test;0.125215365;5;4;48;2;2;35;continuous
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breast_cancer_wisconsin;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997900290728976;train;0.194039388333333;3;80;166;14;22;399;binomial
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1030_ERA;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.7041784050876;train;1.197456755;5;200;410;2;4;700;continuous
1030_ERA;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.792635820776653;test;1.197456755;5;200;410;2;4;700;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.215575386023096;train;0.229870088333333;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.20928701634284;test;0.229870088333333;3;6;48;3;3;333;continuous
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593_fri_c1_1000_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806900776124482;train;0.136238388333333;3;50;166;10;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865261751841281;test;0.136238388333333;3;50;166;10;10;700;continuous
heart_h;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93042537851478;train;0.693646033333333;3;160;326;5;12;206;binomial
heart_h;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920110192837465;test;0.693646033333333;3;160;326;5;12;206;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.509796945;3;144;294;6;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985645933014354;test;0.509796945;3;144;294;6;6;70;binomial
biomed;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953144523115369;train;0.754819523333333;13;32;572;6;8;147;binomial
biomed;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974358974358974;test;0.754819523333333;13;32;572;6;8;147;binomial
analcatdata_authorship;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.310536738333333;3;59;138;49;70;589;multinomial
analcatdata_authorship;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998962324001589;test;0.310536738333333;3;59;138;49;70;589;multinomial
allrep;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934630991137403;train;30.0705178466667;8;25;328;16;25;2641;multinomial
allrep;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92174899681749;test;30.0705178466667;8;25;328;16;25;2641;multinomial
analcatdata_japansolvent;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877976190476191;train;0.60136845;3;160;326;2;4;37;binomial
analcatdata_japansolvent;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759259259259259;test;0.60136845;3;160;326;2;4;37;binomial
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840656457632577;train;0.557125886666667;6;150;312;5;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824661165345496;test;0.557125886666667;6;150;312;5;100;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821015289543678;train;0.15869019;3;50;166;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827924028139635;test;0.15869019;3;50;166;10;10;700;continuous
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heart_statlog;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938775510204082;test;0.58497614665;3;160;326;6;13;189;binomial
588_fri_c4_1000_100;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215637087617785;train;2.75593263833333;3;160;326;10;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327125417027225;test;2.75593263833333;3;160;326;10;99;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124211205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812112218525539;train;2.13085855166667;10;50;440;8;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124211205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816849210964575;test;2.13085855166667;10;50;440;8;25;700;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594077370223661;train;0.533845186666667;3;160;326;2;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.699692523672467;test;0.533845186666667;3;160;326;2;6;66;continuous
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analcatdata_bankruptcy;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980392156862745;train;0.218788366666667;3;112;230;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892857142857143;test;0.218788366666667;3;112;230;2;2;35;binomial
auto;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997863355376653;train;3.57367485333333;18;460;956;17;22;142;multinomial
auto;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972243697478992;test;3.57367485333333;18;460;956;17;22;142;multinomial
appendicitis;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902222222222222;train;0.575913688333333;3;160;326;4;4;75;binomial
appendicitis;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786666666666667;test;0.575913688333333;3;160;326;4;4;75;binomial
diabetes;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.800600735901479;train;0.589583065016667;3;160;326;7;8;538;binomial
diabetes;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828989247311828;test;0.589583065016667;3;160;326;7;8;538;binomial
646_fri_c3_500_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264303546856626;train;1.578830345;7;240;494;5;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429528250299128;test;1.578830345;7;240;494;5;10;350;continuous
pima;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813248411534702;train;0.861969098333333;8;8;128;3;8;538;binomial
pima;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844512195121951;test;0.861969098333333;8;8;128;3;8;538;binomial
573_cpu_act;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.132498427719627;train;31.5006709616667;10;300;620;13;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185302673614501;test;31.5006709616667;10;300;620;13;17;5735;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454831391416876;train;0.425334785;6;150;312;35;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.47099828476679;test;0.425334785;6;150;312;35;50;350;continuous
ann_thyroid;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988285319741422;train;2.83405819;8;212;440;10;20;5040;multinomial
ann_thyroid;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9730019260614;test;2.83405819;8;212;440;10;20;5040;multinomial
dermatology;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125150217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999841936449694;train;0.700556335;3;160;326;25;25;257;multinomial
dermatology;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125150217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997953964194373;test;0.700556335;3;160;326;25;25;257;multinomial
hungarian;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125151828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893375065206051;train;0.523851091666667;3;12;78;3;12;206;binomial
hungarian;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125151828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897035040431267;test;0.523851091666667;3;12;78;3;12;206;binomial
credit_g;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808393203003502;train;3.373396395;8;20;286;14;20;700;binomial
credit_g;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763422353006496;test;3.373396395;8;20;286;14;20;700;binomial
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599392303889522;train;16.530331125;5;200;410;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.600034779237204;test;16.530331125;5;200;410;8;9;21773;continuous
1595_poker;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125095051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816237271784012;train;3.47552998;5;50;250;8;10;717507;continuous
1595_poker;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125095051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814894431743515;test;3.47552998;5;50;250;8;10;717507;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606072108308284;train;0.485926258333333;11;25;460;5;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764056628384601;test;0.485926258333333;11;25;460;5;5;44;continuous
fars;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812731717826311;train;6.35003729;3;21;116;2;21;70678;multinomial
fars;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812206223098976;test;6.35003729;3;21;116;2;21;70678;multinomial
spambase;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986461624783408;train;0.342651895;3;80;166;45;55;3221;binomial
spambase;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975552306515681;test;0.342651895;3;80;166;45;55;3221;binomial
230_machine_cpu;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.13182524742929;train;2.22654107666667;10;300;620;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243439410655139;test;2.22654107666667;10;300;620;6;6;147;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.551096436871847;train;1.73429675666667;7;20;288;6;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528026462318574;test;1.73429675666667;7;20;288;6;10;350;continuous
waveform_40;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988441719514919;train;4.25215417666667;3;160;326;40;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970875732282371;test;4.25215417666667;3;160;326;40;40;3500;multinomial
612_fri_c1_1000_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847790480187317;train;0.940064741666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842184812381622;test;0.940064741666667;3;160;326;5;5;700;continuous
1089_USCrime;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.407550295851115;train;0.862279283333333;5;200;410;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470631369453504;test;0.862279283333333;5;200;410;3;3;33;continuous
cars;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846150086913634;train;1.23398150166667;5;200;410;6;6;275;multinomial
cars;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824451582791094;test;1.23398150166667;5;200;410;6;6;275;multinomial
1595_poker;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764573796360658;train;183.001891898333;0;100;200;5;10;717507;continuous
1595_poker;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.76403741887662;test;183.001891898333;0;100;200;5;10;717507;continuous
695_chatfield_4;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.355228166535604;train;0.166339403333333;3;25;156;2;5;165;continuous
695_chatfield_4;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476807509799276;test;0.166339403333333;3;25;156;2;5;165;continuous
tae;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.696090001696981;train;0.06172224;3;5;38;4;5;106;multinomial
tae;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.662626262626263;test;0.06172224;3;5;38;4;5;106;multinomial
611_fri_c3_100_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225620271009559;train;0.692732738333333;3;160;326;4;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.681318295787632;test;0.692732738333333;3;160;326;4;4;70;continuous
pendigits;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972159877421174;train;30.3936123366667;5;16;148;7;16;7695;multinomial
pendigits;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971431137197368;test;30.3936123366667;5;16;148;7;16;7695;multinomial
596_fri_c2_250_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797522945284383;train;0.297502788333333;7;25;324;5;5;175;continuous
596_fri_c2_250_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841192315861068;test;0.297502788333333;7;25;324;5;5;175;continuous
Hill_Valley_without_noise;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.374410065;3;112;230;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.374410065;3;112;230;1;1;849;binomial
641_fri_c1_500_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844843192840167;train;0.367376535;8;50;376;4;10;350;continuous
641_fri_c1_500_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858769755024397;test;0.367376535;8;50;376;4;10;350;continuous
profb;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643596089090835;train;1.71681244831667;14;9;250;3;9;471;binomial
profb;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685286255290711;test;1.71681244831667;14;9;250;3;9;471;binomial
690_visualizing_galaxy;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149140417650582;train;0.587322948333333;3;160;326;4;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193560395027432;test;0.587322948333333;3;160;326;4;4;227;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124184644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501970602994613;train;0.232886793333333;3;10;72;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124184644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512799707979533;test;0.232886793333333;3;10;72;5;5;175;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2318129359539;train;1.39068198333333;3;160;326;10;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328712789952683;test;1.39068198333333;3;160;326;10;50;700;continuous
yeast;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913307091152501;train;2.915905515;11;320;662;7;8;1036;multinomial
yeast;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859564309612817;test;2.915905515;11;320;662;7;8;1036;multinomial
596_fri_c2_250_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79245662631139;train;0.119472001666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88175194955136;test;0.119472001666667;3;25;156;5;5;175;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170845256871797;train;1.97841969335;11;288;598;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276633462575254;test;1.97841969335;11;288;598;5;5;700;continuous
633_fri_c0_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283860852713722;train;0.93203568;3;160;326;23;25;350;continuous
633_fri_c0_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496058287249092;test;0.93203568;3;160;326;23;25;350;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801501073023096;train;0.81438333;6;20;252;5;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80420188562341;test;0.81438333;6;20;252;5;10;700;continuous
201_pol;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485327581564378;train;0.270917911666667;3;85;176;25;25;10500;continuous
201_pol;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499535634183833;test;0.270917911666667;3;85;176;25;25;10500;continuous
1030_ERA;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.759980880964005;train;0.70770522;3;160;326;2;4;700;continuous
1030_ERA;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79778787846671;test;0.70770522;3;160;326;2;4;700;continuous
agaricus_lepiota;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999438450597155;train;3.693423495;3;20;70;10;20;5702;binomial
agaricus_lepiota;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999556876063397;test;3.693423495;3;20;70;10;20;5702;binomial
wine_quality_white;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865354871870426;train;13.3116074000167;20;493;1026;8;11;3429;multinomial
wine_quality_white;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.770206378892923;test;13.3116074000167;20;493;1026;8;11;3429;multinomial
confidence;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942328042328042;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951111111111111;test;;-Inf;-Inf;;1;1;51;multinomial
magic;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850271086508054;train;3.89008360166667;5;9;94;7;9;13314;binomial
magic;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84638763831416;test;3.89008360166667;5;9;94;7;9;13314;binomial
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125094005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841410107281247;train;0.95847785;3;47;146;4;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125094005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857949447405265;test;0.95847785;3;47;146;4;25;700;continuous
analcatdata_germangss;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.738493352198456;train;0.716739906666667;3;160;326;1;5;280;multinomial
analcatdata_germangss;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.703376292380048;test;0.716739906666667;3;160;326;1;5;280;multinomial
210_cloud;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.241388896643904;train;0.782552306666667;5;184;378;4;5;76;continuous
210_cloud;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.365625642607875;test;0.782552306666667;5;184;378;4;5;76;continuous
mfeat_karhunen;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997964661949929;train;2.87310255;3;160;326;61;64;1400;multinomial
mfeat_karhunen;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998383045482941;test;2.87310255;3;160;326;61;64;1400;multinomial
profb;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633381663621197;train;0.599990615;3;160;326;2;9;471;binomial
profb;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691843971631206;test;0.599990615;3;160;326;2;9;471;binomial
breast_cancer;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.764199361313869;train;0.558517476666667;3;9;62;5;9;201;binomial
breast_cancer;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693080357142857;test;0.558517476666667;3;9;62;5;9;201;binomial
clean1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.877097081666667;3;160;326;1;95;334;binomial
clean1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.877097081666667;3;160;326;1;95;334;binomial
breast_w;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125190403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995230435433189;train;1.396600145;6;220;452;9;9;490;binomial
breast_w;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125190403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993506493506494;test;1.396600145;6;220;452;9;9;490;binomial
573_cpu_act;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332456483708911;train;0.218205886666667;3;76;176;1;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.347486083520081;test;0.218205886666667;3;76;176;1;17;5735;continuous
706_sleuth_case1202;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.585626742901861;train;0.58994408;9;12;228;3;6;66;continuous
706_sleuth_case1202;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.525370583259336;test;0.58994408;9;12;228;3;6;66;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779444118588571;train;0.21141695;3;90;186;22;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.883866087453606;test;0.21141695;3;90;186;22;25;350;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.395960940777349;train;0.928613078333333;13;125;606;19;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.598908848904379;test;0.928613078333333;13;125;606;19;25;175;continuous
prnn_synth;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125113943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93689574078913;train;0.223284053316667;7;2;32;2;2;175;binomial
prnn_synth;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125113943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935897435897436;test;0.223284053316667;7;2;32;2;2;175;binomial
analcatdata_boxing1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.608090185676393;train;0.52176002;3;160;326;3;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.646875;test;0.52176002;3;160;326;3;3;84;binomial
breast_cancer;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764860348531869;train;0.853349;14;36;620;3;9;201;binomial
breast_cancer;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640808344198175;test;0.853349;14;36;620;3;9;201;binomial
prnn_synth;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936111836948001;train;0.10101692;3;2;16;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932336182336182;test;0.10101692;3;2;16;2;2;175;binomial
573_cpu_act;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200332307850028;train;5.61009519498333;3;160;326;10;17;5735;continuous
573_cpu_act;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225978638384651;test;5.61009519498333;3;160;326;10;17;5735;continuous
diabetes;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814615396585799;train;0.820912285;3;160;326;8;8;538;binomial
diabetes;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801418439716312;test;0.820912285;3;160;326;8;8;538;binomial
597_fri_c2_500_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814273619331725;train;0.16631891;3;10;72;5;5;350;continuous
597_fri_c2_500_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834829884986821;test;0.16631891;3;10;72;5;5;350;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125190613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50943746696586;train;1.35884164835;7;208;430;4;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125190613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519914834260528;test;1.35884164835;7;208;430;4;5;175;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852804468516475;train;0.131271461666667;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836958914866958;test;0.131271461666667;3;25;156;5;5;700;continuous
665_sleuth_case2002;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.687485103518385;train;0.275826133333333;7;30;334;2;6;103;continuous
665_sleuth_case2002;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785359712446916;test;0.275826133333333;7;30;334;2;6;103;continuous
analcatdata_creditscore;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991;train;0.201740446666667;3;6;44;2;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.201740446666667;3;6;44;2;6;70;binomial
ann_thyroid;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99997156113017;train;3.78926592333333;3;160;326;21;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999711985736831;test;3.78926592333333;3;160;326;21;21;5040;multinomial
613_fri_c3_250_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.95948322124949;train;0.918222765;3;160;326;2;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.900949017044399;test;0.918222765;3;160;326;2;5;175;continuous
597_fri_c2_500_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190753352246292;train;0.631385976666667;3;160;326;5;5;350;continuous
597_fri_c2_500_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321293620198336;test;0.631385976666667;3;160;326;5;5;350;continuous
allhyper;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989896358866108;train;0.606388075;6;25;262;17;25;2640;multinomial
allhyper;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915190768930523;test;0.606388075;6;25;262;17;25;2640;multinomial
593_fri_c1_1000_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809525928840437;train;0.252622841666667;6;50;292;5;10;700;continuous
593_fri_c1_1000_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868551204214316;test;0.252622841666667;6;50;292;5;10;700;continuous
mfeat_karhunen;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124161456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999001930638997;train;37.093254685;5;63;222;28;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124161456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996734659343016;test;37.093254685;5;63;222;28;64;1400;multinomial
584_fri_c4_500_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819658023453263;train;0.193159411666667;3;90;186;3;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.774625714873896;test;0.193159411666667;3;90;186;3;25;350;continuous
712_chscase_geyser1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125135033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456492798874151;train;0.638931723333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125135033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473398822035442;test;0.638931723333333;3;160;326;1;2;156;continuous
agaricus_lepiota;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.982926595;3;20;70;20;20;5702;binomial
agaricus_lepiota;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.982926595;3;20;70;20;20;5702;binomial
647_fri_c1_250_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124192124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.781570404650409;train;0.89139753;3;160;326;5;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124192124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.895790199518476;test;0.89139753;3;160;326;5;10;175;continuous
561_cpu;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133355268380338;train;1.19947801666667;6;220;452;6;7;147;continuous
561_cpu;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.195519168668572;test;1.19947801666667;6;220;452;6;7;147;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760007289857596;train;0.301899791666667;6;50;292;8;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914697391932408;test;0.301899791666667;6;50;292;8;10;175;continuous
adult;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921701995047765;train;33.0111087;4;180;368;10;12;34190;binomial
adult;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908451599397693;test;33.0111087;4;180;368;10;12;34190;binomial
cleve;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933719892952721;train;1.88805749833333;10;13;246;12;13;213;binomial
cleve;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930727362691737;test;1.88805749833333;10;13;246;12;13;213;binomial
allhypo;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966339403886727;train;5.443888465;10;252;524;20;24;2639;multinomial
allhypo;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958439562358871;test;5.443888465;10;252;524;20;24;2639;multinomial
1030_ERA;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.732118166345954;train;0.748644653333333;8;8;140;4;4;700;continuous
1030_ERA;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78001559954769;test;0.748644653333333;8;8;140;4;4;700;continuous
ring;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777687039051245;train;1.55958424666667;3;20;104;20;20;5180;binomial
ring;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757588404177926;test;1.55958424666667;3;20;104;20;20;5180;binomial
584_fri_c4_500_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822191046383821;train;0.79915887;3;160;326;5;25;350;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798738157671609;test;0.79915887;3;160;326;5;25;350;continuous
heart_statlog;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941269126912691;train;2.27122717501667;13;360;746;12;13;189;binomial
heart_statlog;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938775510204082;test;2.27122717501667;13;360;746;12;13;189;binomial
clean2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970789801195766;train;32.4511569416667;3;62;136;107;108;4619;binomial
clean2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969881534692849;test;32.4511569416667;3;62;136;107;108;4619;binomial
breast_cancer;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.759692671394799;train;0.653335203333333;3;160;326;5;9;201;binomial
breast_cancer;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.69;test;0.653335203333333;3;160;326;5;9;201;binomial
557_analcatdata_apnea1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.323348823416194;train;1.02227466833333;3;160;326;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.42940954790662;test;1.02227466833333;3;160;326;3;3;333;continuous
Hill_Valley_with_noise;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.552154478316397;train;0.67484956;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.492750974658869;test;0.67484956;3;160;326;1;1;849;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999730806503715;train;0.817035783333333;3;160;326;12;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984375;test;0.817035783333333;3;160;326;12;22;399;binomial
allhyper;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944233572148378;train;3.23705333666667;16;340;712;8;25;2640;multinomial
allhyper;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812671525557188;test;3.23705333666667;16;340;712;8;25;2640;multinomial
wine_recognition;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933233987844787;train;0.137398121666667;6;13;150;1;13;125;multinomial
wine_recognition;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921896517804446;test;0.137398121666667;6;13;150;1;13;125;multinomial
ionosphere;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988390313390313;train;0.751458283333333;3;160;326;24;32;246;binomial
ionosphere;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94524959742351;test;0.751458283333333;3;160;326;24;32;246;binomial
clean1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.429597486666667;3;112;230;22;89;334;binomial
clean1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.429597486666667;3;112;230;22;89;334;binomial
dis;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80161682164698;train;0.28919662;3;71;166;25;25;2641;binomial
dis;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702636282394996;test;0.28919662;3;71;166;25;25;2641;binomial
heart_statlog;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922254725472547;train;2.08300547668333;20;382;804;12;13;189;binomial
heart_statlog;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931122448979592;test;2.08300547668333;20;382;804;12;13;189;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.51200812755374;train;0.0407018633333333;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.497692494534855;test;0.0407018633333333;3;4;32;1;1;849;binomial
579_fri_c0_250_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491354675382159;train;0.10085486;3;25;156;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517413031413314;test;0.10085486;3;25;156;5;5;175;continuous
hypothyroid;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125132802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998937483180683;train;1.53463130001667;3;160;326;20;20;2215;binomial
hypothyroid;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125132802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976095888856099;test;1.53463130001667;3;160;326;20;20;2215;binomial
603_fri_c0_250_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.397069108667557;train;2.13923452;11;100;486;49;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.589907303289718;test;2.13923452;11;100;486;49;50;175;continuous
557_analcatdata_apnea1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.241419209617671;train;0.07736734;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.196773371073484;test;0.07736734;3;15;120;3;3;333;continuous
197_cpu_act;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.163974726983501;train;2.62956866833333;7;208;430;14;16;5735;continuous
197_cpu_act;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.179158667358316;test;2.62956866833333;7;208;430;14;16;5735;continuous
bupa;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.733675213675214;train;0.177931155;5;20;180;5;5;242;binomial
bupa;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.622926093514329;test;0.177931155;5;20;180;5;5;242;binomial
611_fri_c3_100_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215293851537651;train;1.89304239833333;20;400;840;3;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.865993420594353;test;1.89304239833333;20;400;840;3;4;70;continuous
560_bodyfat;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0169508061790963;train;1.41868004166667;9;232;482;1;13;177;continuous
560_bodyfat;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0598681216839591;test;1.41868004166667;9;232;482;1;13;177;continuous
hungarian;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933229003651539;train;0.513293853333333;9;48;418;9;12;206;binomial
hungarian;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90188679245283;test;0.513293853333333;9;48;418;9;12;206;binomial
segmentation;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997653767501183;train;0.212322545;3;14;90;13;14;1617;multinomial
segmentation;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998239779180028;test;0.212322545;3;14;90;13;14;1617;multinomial
clean2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99948127695438;train;3.96341868333333;3;160;326;10;106;4619;binomial
clean2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99864273276825;test;3.96341868333333;3;160;326;10;106;4619;binomial
207_autoPrice;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124213337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430338916470638;train;0.163759364983333;3;59;186;2;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124213337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336126372736656;test;0.163759364983333;3;59;186;2;12;112;continuous
228_elusage;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313457548892486;train;0.585883583333333;3;160;326;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.431208839814561;test;0.585883583333333;3;160;326;1;1;39;continuous
hungarian;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93003089803648;train;1.01337559166667;14;48;628;9;12;206;binomial
hungarian;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888281724347298;test;1.01337559166667;14;48;628;9;12;206;binomial
547_no2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.407311451504639;train;1.03669182166667;5;200;410;7;7;350;continuous
547_no2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.632643373310939;test;1.03669182166667;5;200;410;7;7;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39209759670934;train;2.70642097166667;6;220;452;11;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.503172371132508;test;2.70642097166667;6;220;452;11;50;350;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822955246064062;train;0.949563048333333;3;72;150;50;50;700;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124183441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821236814999834;test;0.949563048333333;3;72;150;50;50;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192614883363927;train;5.06940396335;20;406;852;5;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347694019107004;test;5.06940396335;20;406;852;5;25;700;continuous
glass2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777167277167277;train;0.724192435;10;8;170;7;8;115;binomial
glass2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817708333333333;test;0.724192435;10;8;170;7;8;115;binomial
bupa;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.796269727403156;train;1.054102495;5;200;410;5;5;242;binomial
bupa;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.597254004576659;test;1.054102495;5;200;410;5;5;242;binomial
wine_quality_white;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708569947026507;train;0.348844813333333;6;11;142;9;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.657165123994894;test;0.348844813333333;6;11;142;9;11;3429;multinomial
646_fri_c3_500_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194163078648876;train;2.76564263;13;325;676;4;9;350;continuous
646_fri_c3_500_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35052519894075;test;2.76564263;13;325;676;4;9;350;continuous
adult;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885134079733971;train;15.10170797;3;12;74;5;12;34190;binomial
adult;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879271476123613;test;15.10170797;3;12;74;5;12;34190;binomial
prnn_fglass;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941069895573067;train;0.223173653333333;8;9;154;9;9;144;multinomial
prnn_fglass;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880972537163013;test;0.223173653333333;8;9;154;9;9;144;multinomial
cars;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829090293364166;train;0.741212265;3;160;326;2;6;275;multinomial
cars;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826482873851295;test;0.741212265;3;160;326;2;6;275;multinomial
cloud;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125203707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.676550165520754;train;1.52918035666667;6;204;420;5;7;76;multinomial
cloud;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125203707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.540348639455782;test;1.52918035666667;6;204;420;5;7;76;multinomial
612_fri_c1_1000_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847557278807618;train;0.369241501666667;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842754649834238;test;0.369241501666667;3;10;72;5;5;700;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126093418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.470193804566478;train;0.112952158333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126093418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605827572452551;test;0.112952158333333;3;25;156;5;5;175;continuous
cars;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894494994802569;train;1.371458265;7;224;462;7;7;275;multinomial
cars;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766180392156863;test;1.371458265;7;224;462;7;7;275;multinomial
glass;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82683468013468;train;0.894774118333333;5;9;96;2;9;144;multinomial
glass;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.748050213675214;test;0.894774118333333;5;9;96;2;9;144;multinomial
magic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850827819331853;train;1.30922634166667;14;36;606;8;9;13314;binomial
magic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84797768704156;test;1.30922634166667;14;36;606;8;9;13314;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99921568627451;train;0.201163506666667;3;4;30;2;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99;test;0.201163506666667;3;4;30;2;4;185;binomial
712_chscase_geyser1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452011086201903;train;0.600979418333333;3;160;326;2;2;156;continuous
712_chscase_geyser1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.556614138624677;test;0.600979418333333;3;160;326;2;2;156;continuous
nikuradse_2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124212033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830311401387479;train;0.02951336;3;2;16;0;1;254;continuous
nikuradse_2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124212033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770478644796743;test;0.02951336;3;2;16;0;1;254;continuous
analcatdata_germangss;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125095910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825410818486617;train;1.13303323833333;9;5;96;5;5;280;multinomial
analcatdata_germangss;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125095910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770412891610248;test;1.13303323833333;9;5;96;5;5;280;multinomial
penguins;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.649934548333333;3;160;326;5;7;241;multinomial
penguins;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.649934548333333;3;160;326;5;7;241;multinomial
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505815741264634;train;0.17591724835;3;85;176;8;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.564325873288086;test;0.17591724835;3;85;176;8;25;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835652720328446;train;1.62278261833333;8;260;536;32;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862017050029261;test;1.62278261833333;8;260;536;32;50;700;continuous
phoneme;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124205704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802851243020513;train;3.412791365;20;387;814;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124205704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799047512743238;test;3.412791365;20;387;814;5;5;3783;binomial
599_fri_c2_1000_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125190154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822282357756422;train;0.654038961666667;6;10;132;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125190154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806543217526917;test;0.654038961666667;6;10;132;5;5;700;continuous
allhyper;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996292998150764;train;9.56141783;20;500;1040;14;25;2640;multinomial
allhyper;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96910471870663;test;9.56141783;20;500;1040;14;25;2640;multinomial
201_pol;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.574367948137642;train;1.10141838833333;12;130;554;24;26;10500;continuous
201_pol;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.575178333408435;test;1.10141838833333;12;130;554;24;26;10500;continuous
695_chatfield_4;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.385241399414589;train;1.08103048333333;10;14;296;2;7;165;continuous
695_chatfield_4;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.406399068925674;test;1.08103048333333;10;14;296;2;7;165;continuous
analcatdata_boxing2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.754510921177588;train;0.111472275;5;12;126;2;3;93;binomial
analcatdata_boxing2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.56951871657754;test;0.111472275;5;12;126;2;3;93;binomial
cmc;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848969259556269;train;3.73149363335;15;400;830;9;9;1032;multinomial
cmc;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.757038833378242;test;3.73149363335;15;400;830;9;9;1032;multinomial
645_fri_c3_500_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.162934315214022;train;3.33155160333333;11;316;654;5;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30534443353024;test;3.33155160333333;11;316;654;5;50;350;continuous
sleep;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124180902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893101956439462;train;31.9334678966667;1;120;242;13;13;74136;multinomial
sleep;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124180902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889740205217355;test;31.9334678966667;1;120;242;13;13;74136;multinomial
backache;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.26763198333333;20;124;888;26;31;126;binomial
backache;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.623100303951368;test;2.26763198333333;20;124;888;26;31;126;binomial
ecoli;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981870200972682;train;1.20695688666667;5;6;68;6;6;229;multinomial
ecoli;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960896987094215;test;1.20695688666667;5;6;68;6;6;229;multinomial
560_bodyfat;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0221832158480594;train;0.182278993333333;3;60;186;1;12;177;continuous
560_bodyfat;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0182780468687725;test;0.182278993333333;3;60;186;1;12;177;continuous
591_fri_c1_100_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218269018800639;train;1.49166267;9;248;514;3;10;70;continuous
591_fri_c1_100_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.523323660860795;test;1.49166267;9;248;514;3;10;70;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24726084121505;train;2.27841280166667;10;300;620;5;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479403669808152;test;2.27841280166667;10;300;620;5;50;175;continuous
waveform_40;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970623327527457;train;0.850712561666667;10;40;430;20;40;3500;multinomial
waveform_40;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972899473084649;test;0.850712561666667;10;40;430;20;40;3500;multinomial
heart_h;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890411641582777;train;0.695834595;3;160;326;12;12;206;binomial
heart_h;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900425015179114;test;0.695834595;3;160;326;12;12;206;binomial
hungarian;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92415232133542;train;0.685914656666667;3;160;326;3;12;206;binomial
hungarian;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.863881401617251;test;0.685914656666667;3;160;326;3;12;206;binomial
allrep;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979122222222222;train;1.33285565666667;3;160;326;5;24;2641;multinomial
allrep;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989815236456858;test;1.33285565666667;3;160;326;5;24;2641;multinomial
597_fri_c2_500_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822987314099817;train;0.11683675;3;25;156;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812115154890348;test;0.11683675;3;25;156;5;5;350;continuous
letter;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98107387257394;train;61.47551931;1;16;42;16;16;14000;multinomial
letter;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980351620937344;test;61.47551931;1;16;42;16;16;14000;multinomial
dermatology;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997896138976083;train;0.936745703333333;3;160;326;23;25;257;multinomial
dermatology;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995251162093267;test;0.936745703333333;3;160;326;23;25;257;multinomial
643_fri_c2_500_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233239309723114;train;2.888170875;11;320;662;5;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383945171636713;test;2.888170875;11;320;662;5;25;350;continuous
pima;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860886631262988;train;0.827858429983333;3;160;326;2;8;538;binomial
pima;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.800973630831643;test;0.827858429983333;3;160;326;2;8;538;binomial
197_cpu_act;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180200554929342;train;3.22142548833333;3;160;326;10;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208125119082925;test;3.22142548833333;3;160;326;10;17;5735;continuous
sonar;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934835680751174;train;2.87017045165;15;400;830;44;60;146;binomial
sonar;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918803418803419;test;2.87017045165;15;400;830;44;60;146;binomial
wine_quality_white;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.662385713075074;train;0.169024671666667;3;11;76;1;11;3429;multinomial
wine_quality_white;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.62244398903809;test;0.169024671666667;3;11;76;1;11;3429;multinomial
dis;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.669795593532713;train;4.18055779666667;6;25;234;3;25;2641;binomial
dis;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125120215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740467679475722;test;4.18055779666667;6;25;234;3;25;2641;binomial
581_fri_c3_500_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167153601889738;train;2.80090048;14;332;692;5;25;350;continuous
581_fri_c3_500_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342094884988264;test;2.80090048;14;332;692;5;25;350;continuous
credit_a;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126103556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926308468092506;train;2.20999795166667;20;344;728;11;14;483;binomial
credit_a;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126103556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941489361702128;test;2.20999795166667;20;344;728;11;14;483;binomial
601_fri_c1_250_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786008088865122;train;0.251247873333333;3;10;70;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855405430138269;test;0.251247873333333;3;10;70;5;5;175;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.12444789055096;train;0.94023352;5;200;410;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.106376858123642;test;0.94023352;5;200;410;1;1;47;continuous
iris;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999739583333333;train;0.661970458333333;3;160;326;3;3;105;multinomial
iris;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977777777777778;test;0.661970458333333;3;160;326;3;3;105;multinomial
mnist;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995136323547673;train;85.998521845;0;100;200;588;592;49000;multinomial
mnist;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99270166659874;test;85.998521845;0;100;200;588;592;49000;multinomial
631_fri_c1_500_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124183753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185675799934845;train;1.30184252498333;7;240;494;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124183753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330940288492703;test;1.30184252498333;7;240;494;5;5;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526873177707897;train;1.300860215;10;20;410;8;10;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502675873867728;test;1.300860215;10;20;410;8;10;350;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.766741565305454;train;1.34888946666667;5;200;410;6;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874734245356199;test;1.34888946666667;5;200;410;6;10;175;continuous
optdigits;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998962085807865;train;1.84324665333333;5;58;222;35;61;3934;multinomial
optdigits;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992591157607358;test;1.84324665333333;5;58;222;35;61;3934;multinomial
344_mv;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.39555067564396;train;3.33962157666667;8;20;332;7;10;28538;continuous
344_mv;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.390956925979545;test;3.33962157666667;8;20;332;7;10;28538;continuous
penguins;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.68984134;3;160;326;7;7;241;multinomial
penguins;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999661246612466;test;0.68984134;3;160;326;7;7;241;multinomial
712_chscase_geyser1;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528594239888581;train;0.610902219983333;3;160;326;2;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.610745391148722;test;0.610902219983333;3;160;326;2;2;156;continuous
penguins;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999937106918239;train;0.568926388333333;3;160;326;5;7;241;multinomial
penguins;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.568926388333333;3;160;326;5;7;241;multinomial
dis;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686319845857418;train;15.6632229083333;20;25;848;18;25;2641;binomial
dis;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.662496276437295;test;15.6632229083333;20;25;848;18;25;2641;binomial
595_fri_c0_1000_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501243796167714;train;0.75200886;5;20;208;5;10;700;continuous
595_fri_c0_1000_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491333017645624;test;0.75200886;5;20;208;5;10;700;continuous
647_fri_c1_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797080857679491;train;0.580087396666667;11;50;502;7;10;175;continuous
647_fri_c1_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81441327529907;test;0.580087396666667;11;50;502;7;10;175;continuous
mfeat_zernike;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987499591534708;train;32.60411398;3;32;134;31;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981280752219464;test;32.60411398;3;32;134;31;32;1400;multinomial
658_fri_c3_250_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230698747251603;train;2.16599258666667;10;300;620;3;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390614490794806;test;2.16599258666667;10;300;620;3;25;175;continuous
credit_g;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126105740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832760107442686;train;0.660247661666667;9;80;418;13;20;700;binomial
credit_g;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126105740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.730587578081357;test;0.660247661666667;9;80;418;13;20;700;binomial
592_fri_c4_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841374351504773;train;2.22840750166667;20;288;616;12;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844004106522144;test;2.22840750166667;20;288;616;12;25;700;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799849636308286;train;0.236970053333333;5;50;250;7;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836152334566113;test;0.236970053333333;5;50;250;7;10;175;continuous
210_cloud;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.227325269263553;train;0.130845765;3;25;156;5;5;76;continuous
210_cloud;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316288855626174;test;0.130845765;3;25;156;5;5;76;continuous
allrep;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94342026149352;train;4.776087785;19;240;518;24;24;2641;multinomial
allrep;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901840508306791;test;4.776087785;19;240;518;24;24;2641;multinomial
586_fri_c3_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81810696655415;train;0.898457843333333;3;50;146;10;25;700;continuous
586_fri_c3_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790505866380786;test;0.898457843333333;3;50;146;10;25;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836765680683897;train;1.79205319333333;10;20;408;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832496324584957;test;1.79205319333333;10;20;408;5;10;700;continuous
tokyo1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958323506938221;train;0.669609925;3;160;326;2;23;672;binomial
tokyo1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962254738942468;test;0.669609925;3;160;326;2;23;672;binomial
vowel;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973136864376591;train;2.69987560166667;6;204;420;13;13;693;multinomial
vowel;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960459510779948;test;2.69987560166667;6;204;420;13;13;693;multinomial
nikuradse_2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.114692787199434;train;0.573399681666667;3;160;326;1;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16239938931453;test;0.573399681666667;3;160;326;1;1;254;continuous
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.203793403333333;3;72;166;15;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986143867924528;test;0.203793403333333;3;72;166;15;22;399;binomial
590_fri_c0_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485369903903592;train;1.80882898;7;224;462;17;50;700;continuous
590_fri_c0_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478906551775468;test;1.80882898;7;224;462;17;50;700;continuous
segmentation;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999386604484148;train;1.41480942833333;3;160;326;14;14;1617;multinomial
segmentation;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998340713991855;test;1.41480942833333;3;160;326;14;14;1617;multinomial
tokyo1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124183619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988104493857876;train;0.948757896666667;3;160;326;10;21;672;binomial
tokyo1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124183619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984180790960452;test;0.948757896666667;3;160;326;10;21;672;binomial
horse_colic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126091124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910673159176153;train;0.877369506666667;12;82;552;7;22;258;binomial
horse_colic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126091124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862564102564103;test;0.877369506666667;12;82;552;7;22;258;binomial
Hill_Valley_with_noise;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550893997445722;train;0.0367136333333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.498492324561404;test;0.0367136333333333;3;4;32;1;1;849;binomial
waveform_40;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124193931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968291202986031;train;1.54569014333333;3;160;326;27;40;3500;multinomial
waveform_40;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124193931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974605335961545;test;1.54569014333333;3;160;326;27;40;3500;multinomial
ring;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987829134108061;train;2.81269249166667;3;160;326;20;20;5180;binomial
ring;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985165830908335;test;2.81269249166667;3;160;326;20;20;5180;binomial
197_cpu_act;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125152154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.325919404714286;train;3.596173165;7;34;300;3;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125152154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.345806039693479;test;3.596173165;7;34;300;3;17;5735;continuous
hypothyroid;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.558862433862434;train;8.34913945666667;20;20;712;20;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.590556340742644;test;8.34913945666667;20;20;712;20;20;2215;binomial
horse_colic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902990399584847;train;0.730839145;12;86;552;4;22;258;binomial
horse_colic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861169467787115;test;0.730839145;12;86;552;4;22;258;binomial
optdigits;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.13536314333333;3;57;138;54;59;3934;multinomial
optdigits;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988403987242984;test;1.13536314333333;3;57;138;54;59;3934;multinomial
german;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8295804363462;train;1.940525285;6;20;238;20;20;700;binomial
german;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.729740082079343;test;1.940525285;6;20;238;20;20;700;binomial
texture;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999758978960332;train;4.49722547666667;5;184;378;13;13;3850;multinomial
texture;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998834770525863;test;4.49722547666667;5;184;378;13;13;3850;multinomial
analcatdata_creditscore;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.578598026666667;3;160;326;2;6;70;binomial
analcatdata_creditscore;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.578598026666667;3;160;326;2;6;70;binomial
218_house_8L;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378024839149804;train;10.1878710683167;3;160;326;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389444035208569;test;10.1878710683167;3;160;326;8;8;15949;continuous
crx;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901398735724514;train;1.5356409;20;56;878;3;14;483;binomial
crx;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921597079198652;test;1.5356409;20;56;878;3;14;483;binomial
analcatdata_happiness;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.778521825396825;train;0.0939227633333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708333333333333;test;0.0939227633333333;3;3;24;1;3;42;multinomial
615_fri_c4_250_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788851902866012;train;1.369983245;9;20;354;4;10;175;continuous
615_fri_c4_250_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850517097706922;test;1.369983245;9;20;354;4;10;175;continuous
prnn_crabs;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981777231777232;train;0.576894663333333;3;160;326;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931561085972851;test;0.576894663333333;3;160;326;3;3;140;binomial
wdbc;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994130089899524;train;1.17235841333333;3;23;136;14;23;399;binomial
wdbc;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992702996429126;test;1.17235841333333;3;23;136;14;23;399;binomial
allhypo;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962394667494185;train;2.18454027;3;160;326;2;25;2639;multinomial
allhypo;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910902212501695;test;2.18454027;3;160;326;2;25;2639;multinomial
twonorm;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997991175783076;train;0.271396813333333;3;58;166;20;20;5180;binomial
twonorm;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997894444629332;test;0.271396813333333;3;58;166;20;20;5180;binomial
coil2000;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703372640807335;train;1.17443855666667;3;79;166;2;59;6876;binomial
coil2000;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723678801491778;test;1.17443855666667;3;79;166;2;59;6876;binomial
641_fri_c1_500_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815441203418196;train;1.54541111333333;5;200;410;9;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873618522598758;test;1.54541111333333;5;200;410;9;10;350;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.937880264987217;train;0.387318866666667;9;45;418;0;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.999950800341278;test;0.387318866666667;9;45;418;0;9;175;continuous
spambase;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126101023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985740312818923;train;3.36186682666667;3;48;136;48;54;3221;binomial
spambase;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126101023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978212733957219;test;3.36186682666667;3;48;136;48;54;3221;binomial
666_rmftsa_ladata;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.467923470871828;train;1.82453318833333;8;260;536;9;10;356;continuous
666_rmftsa_ladata;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507756494356555;test;1.82453318833333;8;260;536;9;10;356;continuous
glass2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807060255629945;train;0.35761085;7;36;334;8;9;115;binomial
glass2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739130434782609;test;0.35761085;7;36;334;8;9;115;binomial
cmc;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.808677573755361;train;3.33289381166667;14;380;788;9;9;1032;multinomial
cmc;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758836910737583;test;3.33289381166667;14;380;788;9;9;1032;multinomial
Hill_Valley_without_noise;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.511012506386476;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.505208971687707;test;;-Inf;-Inf;;1;1;849;binomial
saheart;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814600480109739;train;0.340393863333333;6;36;284;7;9;324;binomial
saheart;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.73546511627907;test;0.340393863333333;6;36;284;7;9;324;binomial
allbp;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997048660553246;train;4.024048005;3;160;326;18;25;2641;multinomial
allbp;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885382379248658;test;4.024048005;3;160;326;18;25;2641;multinomial
breast_cancer_wisconsin;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979177883062345;train;0.58638515;3;160;326;5;22;399;binomial
breast_cancer_wisconsin;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980542452830189;test;0.58638515;3;160;326;5;22;399;binomial
analcatdata_asbestos;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916091954022989;train;1.250878865;5;200;410;2;3;59;binomial
analcatdata_asbestos;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71875;test;1.250878865;5;200;410;2;3;59;binomial
hepatitis;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.833333333333333;train;1.79181728;20;76;888;8;19;109;binomial
hepatitis;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813888888888889;test;1.79181728;20;76;888;8;19;109;binomial
586_fri_c3_1000_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823423713333243;train;0.56453657665;3;50;146;18;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829889314762021;test;0.56453657665;3;50;146;18;25;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808143222942818;train;1.71377428166667;7;224;462;9;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858066675470789;test;1.71377428166667;7;224;462;9;10;700;continuous
contraceptive;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.713209224448231;train;1.91198725333333;9;267;552;3;9;1032;multinomial
contraceptive;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680584740830046;test;1.91198725333333;9;267;552;3;9;1032;multinomial
522_pm10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844839409432767;train;0.332533055;5;35;250;4;7;350;continuous
522_pm10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839450660245223;test;0.332533055;5;35;250;4;7;350;continuous
prnn_crabs;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990581490581491;train;0.548705065;3;160;326;2;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990950226244344;test;0.548705065;3;160;326;2;3;140;binomial
663_rabe_266;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.106882446420039;train;0.0621159183333333;3;10;80;2;2;84;continuous
663_rabe_266;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.122865135960485;test;0.0621159183333333;3;10;80;2;2;84;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529800082510779;train;0.146938336666667;3;50;166;7;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525409092945967;test;0.146938336666667;3;50;166;7;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823575668760971;train;0.242382025;6;50;292;3;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841819406842117;test;0.242382025;6;50;292;3;10;175;continuous
529_pollen;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338385664498421;train;5.98867814165;12;292;608;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463586614116493;test;5.98867814165;12;292;608;4;4;2694;continuous
prnn_crabs;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997338247338247;train;0.0756690166666667;3;12;94;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0756690166666667;3;12;94;3;3;140;binomial
clean2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972201278405595;train;4.415107935;8;228;472;108;110;4619;binomial
clean2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965709503521433;test;4.415107935;8;228;472;108;110;4619;binomial
556_analcatdata_apnea2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352519808495895;train;4.25225317333333;20;500;1040;2;3;333;continuous
556_analcatdata_apnea2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298470684490859;test;4.25225317333333;20;500;1040;2;3;333;continuous
analcatdata_bankruptcy;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980263157894737;train;0.0535087966666667;3;8;64;2;2;35;binomial
analcatdata_bankruptcy;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907407407407407;test;0.0535087966666667;3;8;64;2;2;35;binomial
wine_quality_red;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757864649257036;train;3.30417803166667;5;11;116;6;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67632517390948;test;3.30417803166667;5;11;116;6;11;1120;multinomial
breast_cancer_wisconsin;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997215528781794;train;1.424167465;3;22;118;19;22;399;binomial
breast_cancer_wisconsin;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994026284348865;test;1.424167465;3;22;118;19;22;399;binomial
page_blocks;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986628856133069;train;3.72170093666667;5;200;410;7;7;3832;multinomial
page_blocks;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973325364785771;test;3.72170093666667;5;200;410;7;7;3832;multinomial
banana;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980169755810533;train;1.85578769666667;3;160;326;2;2;3710;binomial
banana;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961139169472503;test;1.85578769666667;3;160;326;2;2;3710;binomial
tae;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125185943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889186507936508;train;2.3765778;15;400;830;5;5;106;multinomial
tae;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125185943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.712854030501089;test;2.3765778;15;400;830;5;5;106;multinomial
credit_a;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905858174156333;train;1.13395651666667;7;240;494;9;13;483;binomial
credit_a;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903276955602537;test;1.13395651666667;7;240;494;9;13;483;binomial
195_auto_price;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124193335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.334850258848648;train;0.479442588333333;8;50;386;10;10;112;continuous
195_auto_price;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124193335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.367838354907002;test;0.479442588333333;8;50;386;10;10;112;continuous
537_houses;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49937710339815;train;6.59189745666667;6;220;452;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522146133731315;test;6.59189745666667;6;220;452;5;5;14448;continuous
218_house_8L;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.456462403533791;train;1.79072524666667;3;16;112;8;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445988113014418;test;1.79072524666667;3;16;112;8;8;15949;continuous
195_auto_price;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.323523040047289;train;0.489384296666667;8;55;396;5;11;112;continuous
195_auto_price;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495254784795486;test;0.489384296666667;8;55;396;5;11;112;continuous
503_wind;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.453610617250813;train;6.06421006166667;6;220;452;7;14;4602;continuous
503_wind;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481784806954184;test;6.06421006166667;6;220;452;7;14;4602;continuous
analcatdata_boxing2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678300094966762;train;0.07341366;3;12;76;1;3;93;binomial
analcatdata_boxing2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.693850267379679;test;0.07341366;3;12;76;1;3;93;binomial
tae;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734539072039072;train;0.0422280716666667;3;4;30;4;4;106;multinomial
tae;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.649400871459695;test;0.0422280716666667;3;4;30;4;4;106;multinomial
613_fri_c3_250_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247713067471559;train;1.33229151833333;12;270;564;4;5;175;continuous
613_fri_c3_250_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459567049900244;test;1.33229151833333;12;270;564;4;5;175;continuous
197_cpu_act;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190237925703973;train;9.80333029666667;3;160;326;10;18;5735;continuous
197_cpu_act;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218111542594013;test;9.80333029666667;3;160;326;10;18;5735;continuous
adult;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918501281322793;train;30.8166601866833;8;260;536;12;12;34190;binomial
adult;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911073972025993;test;30.8166601866833;8;260;536;12;12;34190;binomial
flags;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834413947677837;train;0.56964619;9;38;390;9;39;125;multinomial
flags;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.647160493827161;test;0.56964619;9;38;390;9;39;125;multinomial
591_fri_c1_100_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804131018162719;train;0.546888251666667;6;20;254;9;10;70;continuous
591_fri_c1_100_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.771212406310833;test;0.546888251666667;6;20;254;9;10;70;continuous
617_fri_c3_500_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867204122217657;train;1.50651209166667;7;240;494;4;5;350;continuous
617_fri_c3_500_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.939258134818226;test;1.50651209166667;7;240;494;4;5;350;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.52456850723504;train;0.170164788333333;3;10;76;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.538789834188127;test;0.170164788333333;3;10;76;5;5;70;continuous
cloud;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.599284600203718;train;0.20697519;5;7;78;3;7;76;multinomial
cloud;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.484098639455782;test;0.20697519;5;7;78;3;7;76;multinomial
617_fri_c3_500_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125113752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823807835916311;train;0.846110236666667;3;160;326;5;5;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125113752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83616300734903;test;0.846110236666667;3;160;326;5;5;350;continuous
mnist;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.562523960113254;train;43.287187895;0;6;12;10;658;49000;multinomial
mnist;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.56296539684701;test;43.287187895;0;6;12;10;658;49000;multinomial
666_rmftsa_ladata;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.614138837193131;train;0.81315494;12;50;544;1;10;356;continuous
666_rmftsa_ladata;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865799556594339;test;0.81315494;12;50;544;1;10;356;continuous
Hill_Valley_with_noise;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.543990499339615;train;0.03577459;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52038554948391;test;0.03577459;3;4;32;1;1;849;binomial
227_cpu_small;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314688873706139;train;0.29834383;6;60;302;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315523149806247;test;0.29834383;6;60;302;3;12;5735;continuous
heart_statlog;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950592660132209;train;1.267205135;6;220;452;10;13;189;binomial
heart_statlog;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.81640146878825;test;1.267205135;6;220;452;10;13;189;binomial
hypothyroid;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125155415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921037548400245;train;1.96930263666667;12;212;448;8;21;2215;binomial
hypothyroid;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125155415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928605681080928;test;1.96930263666667;12;212;448;8;21;2215;binomial
satimage;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978862546992833;train;1.08354275166667;8;25;298;21;25;4505;multinomial
satimage;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981762448934943;test;1.08354275166667;8;25;298;21;25;4505;multinomial
344_mv;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454688401892449;train;0.406246961666667;6;45;292;8;9;28538;continuous
344_mv;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.450745756593847;test;0.406246961666667;6;45;292;8;9;28538;continuous
movement_libras;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126092302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982419852736416;train;1.33485918833333;8;20;306;8;20;252;multinomial
movement_libras;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126092302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938776455026455;test;1.33485918833333;8;20;306;8;20;252;multinomial
waveform_40;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989090235604883;train;8.64225338333333;10;294;608;24;40;3500;multinomial
waveform_40;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970792370584505;test;8.64225338333333;10;294;608;24;40;3500;multinomial
analcatdata_cyyoung9302;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948224852071006;train;0.704854608333333;16;6;202;6;6;65;binomial
analcatdata_cyyoung9302;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952380952380952;test;0.704854608333333;16;6;202;6;6;65;binomial
656_fri_c1_100_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125143611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76468981696149;train;0.461440126666667;11;25;502;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125143611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00220561644807;test;0.461440126666667;11;25;502;5;5;70;continuous
210_cloud;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125204107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.238458231412302;train;0.12024315;3;25;156;3;5;76;continuous
210_cloud;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125204107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333625459633014;test;0.12024315;3;25;156;3;5;76;continuous
vowel;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125190616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.62064001666667;13;312;650;9;13;693;multinomial
vowel;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125190616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99684973514519;test;3.62064001666667;13;312;650;9;13;693;multinomial
1191_BNG_pbc;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795803946225658;train;22.02353033835;3;36;146;16;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794801423769376;test;22.02353033835;3;36;146;16;18;700000;continuous
analcatdata_germangss;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125192654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726510300015735;train;2.32109666666667;13;360;746;3;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125192654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724903044344289;test;2.32109666666667;13;360;746;3;5;280;multinomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906887755102041;train;0.616118528333333;3;160;326;4;7;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.616118528333333;3;160;326;4;7;65;binomial
wdbc;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125152847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994433198380567;train;0.936203249983333;3;22;122;22;22;399;binomial
wdbc;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125152847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996363636363636;test;0.936203249983333;3;22;122;22;22;399;binomial
allbp;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97764991593499;train;1.25124356998333;14;25;574;24;25;2641;multinomial
allbp;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883916695271604;test;1.25124356998333;14;25;574;24;25;2641;multinomial
1193_BNG_lowbwt;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.580295289234073;train;21.83300453;14;364;756;8;9;21773;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599780272504356;test;21.83300453;14;364;756;8;9;21773;continuous
634_fri_c2_100_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.736778717570378;train;0.81879832;3;160;326;9;9;70;continuous
634_fri_c2_100_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.764932662130238;test;0.81879832;3;160;326;9;9;70;continuous
643_fri_c2_500_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314956722416766;train;0.927539526666667;3;160;326;5;25;350;continuous
643_fri_c2_500_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436420682474361;test;0.927539526666667;3;160;326;5;25;350;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831096187329142;train;0.70326691;3;72;150;34;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829155888027742;test;0.70326691;3;72;150;34;50;700;continuous
503_wind;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461406742052427;train;2.60942918;6;28;252;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455275729994101;test;2.60942918;6;28;252;14;14;4602;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125194226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200605865514572;train;3.521155625;12;308;640;10;99;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125194226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287556193468733;test;3.521155625;12;308;640;10;99;700;continuous
optdigits;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999722963315989;train;4.06017911666667;3;160;326;61;61;3934;multinomial
optdigits;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998852841366028;test;4.06017911666667;3;160;326;61;61;3934;multinomial
titanic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752702887772143;train;0.565611928333333;10;28;444;7;7;1545;binomial
titanic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765405347707744;test;0.565611928333333;10;28;444;7;7;1545;binomial
analcatdata_authorship;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125202920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.295637036683333;3;59;138;44;70;589;multinomial
analcatdata_authorship;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125202920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995183466645085;test;0.295637036683333;3;59;138;44;70;589;multinomial
604_fri_c4_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862528291439081;train;0.843241443333333;3;160;326;5;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125131954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823026687041796;test;0.843241443333333;3;160;326;5;10;350;continuous
hungarian;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924465310380803;train;0.652756933333333;3;160;326;5;12;206;binomial
hungarian;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852291105121294;test;0.652756933333333;3;160;326;5;12;206;binomial
646_fri_c3_500_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124200520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181294947889819;train;2.31744576833333;11;320;662;4;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124200520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315293916093897;test;2.31744576833333;11;320;662;4;10;350;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826131079626011;train;0.11408031;3;25;156;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79431306726487;test;0.11408031;3;25;156;5;5;175;continuous
tokyo1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995896497401115;train;1.07212470333333;3;160;326;23;23;672;binomial
tokyo1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973811107416029;test;1.07212470333333;3;160;326;23;23;672;binomial
german;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810998362069801;train;3.373195715;8;20;300;13;20;700;binomial
german;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751317961552798;test;3.373195715;8;20;300;13;20;700;binomial
579_fri_c0_250_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124201822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495898057618257;train;0.11944149165;3;25;156;5;5;175;continuous
579_fri_c0_250_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124201822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461228075848713;test;0.11944149165;3;25;156;5;5;175;continuous
allrep;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941569061562164;train;1.00365505835;11;25;462;4;25;2641;multinomial
allrep;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929990314099903;test;1.00365505835;11;25;462;4;25;2641;multinomial
nikuradse_1;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.20841200830658;train;1.27707269166667;6;204;420;1;2;254;continuous
nikuradse_1;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.196132076483729;test;1.27707269166667;6;204;420;1;2;254;continuous
230_machine_cpu;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.142324577660245;train;2.72413301166667;20;438;918;4;6;147;continuous
230_machine_cpu;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20269473854722;test;2.72413301166667;20;438;918;4;6;147;continuous
ionosphere;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961894586894587;train;3.6249076;13;32;480;32;32;246;binomial
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594_fri_c2_100_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441931969129786;train;0.558397661666667;3;160;326;4;5;70;continuous
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optdigits;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.50910743833333;3;56;138;50;61;3934;multinomial
optdigits;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966105682639888;test;1.50910743833333;3;56;138;50;61;3934;multinomial
1191_BNG_pbc;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795761616930693;train;4.65646387166667;7;90;344;16;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794764269833178;test;4.65646387166667;7;90;344;16;18;700000;continuous
604_fri_c4_500_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845854133076762;train;1.18583013666667;6;20;252;5;10;350;continuous
604_fri_c4_500_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802509493112206;test;1.18583013666667;6;20;252;5;10;350;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805470892225084;train;0.119575028333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837702167856387;test;0.119575028333333;3;25;156;5;5;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790848865323353;train;0.234641408333333;5;50;250;9;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822712189178175;test;0.234641408333333;5;50;250;9;10;700;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807258082040834;train;0.225994758333333;3;90;186;10;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.898089052580395;test;0.225994758333333;3;90;186;10;50;350;continuous
fars;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863602944324754;train;289.019732341667;1;21;52;14;21;70678;multinomial
fars;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860885138144629;test;289.019732341667;1;21;52;14;21;70678;multinomial
649_fri_c0_500_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458934637252855;train;0.370951326666667;7;10;152;5;5;350;continuous
649_fri_c0_500_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481945832092113;test;0.370951326666667;7;10;152;5;5;350;continuous
564_fried;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502439655396982;train;0.500305826666667;7;50;334;7;10;28538;continuous
564_fried;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510187128681137;test;0.500305826666667;7;50;334;7;10;28538;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839669155579419;train;1.00247950166667;3;72;150;4;50;700;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864568940075286;test;1.00247950166667;3;72;150;4;50;700;continuous
allbp;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973466155951038;train;10.1422774983333;3;25;120;25;25;2641;multinomial
allbp;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980502877993627;test;10.1422774983333;3;25;120;25;25;2641;multinomial
analcatdata_boxing1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903061224489796;train;1.18321212833333;11;233;488;1;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831168831168831;test;1.18321212833333;11;233;488;1;3;84;binomial
230_machine_cpu;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125183433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219053034801027;train;0.640416606666667;3;160;326;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125183433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264293704216149;test;0.640416606666667;3;160;326;6;6;147;continuous
churn;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869689453479407;train;1.68392806166667;6;188;388;8;15;3500;binomial
churn;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855002107527507;test;1.68392806166667;6;188;388;8;15;3500;binomial
hypothyroid;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874389935877067;train;1.353561685;16;80;712;5;20;2215;binomial
hypothyroid;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789129875144806;test;1.353561685;16;80;712;5;20;2215;binomial
623_fri_c4_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124204118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824369250505864;train;0.608929345;11;50;502;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124204118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813575876304047;test;0.608929345;11;50;502;5;10;700;continuous
agaricus_lepiota;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.13953929666667;3;20;70;20;20;5702;binomial
agaricus_lepiota;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;4.13953929666667;3;20;70;20;20;5702;binomial
609_fri_c0_1000_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47360059990505;train;0.334062471666667;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49169977400354;test;0.334062471666667;3;10;72;5;5;700;continuous
522_pm10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846562402120382;train;0.903622658316667;5;200;410;3;7;350;continuous
522_pm10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818652276517215;test;0.903622658316667;5;200;410;3;7;350;continuous
hungarian;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941497579565352;train;0.953763078333333;8;12;190;10;12;206;binomial
hungarian;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816528925619835;test;0.953763078333333;8;12;190;10;12;206;binomial
602_fri_c3_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216633676908502;train;1.77130660833333;11;320;662;4;9;175;continuous
602_fri_c3_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398627374798942;test;1.77130660833333;11;320;662;4;9;175;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843083652318376;train;2.688782985;10;300;620;6;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.932204416685687;test;2.688782985;10;300;620;6;9;70;continuous
cmc;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726216236852299;train;1.52054097833333;7;224;462;3;9;1032;multinomial
cmc;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720646583564862;test;1.52054097833333;7;224;462;3;9;1032;multinomial
ecoli;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974275515010288;train;0.871816788316667;3;160;326;5;5;229;multinomial
ecoli;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966679127367533;test;0.871816788316667;3;160;326;5;5;229;multinomial
Hill_Valley_with_noise;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.543907257572226;train;1.04416730833333;5;200;410;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.520248937462052;test;1.04416730833333;5;200;410;1;1;849;binomial
659_sleuth_ex1714;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311190003863339;train;0.493154168333333;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677991456155536;test;0.493154168333333;3;160;326;1;2;33;continuous
credit_a;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931020692053556;train;0.785742008333333;3;160;326;14;14;483;binomial
credit_a;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948408962530597;test;0.785742008333333;3;160;326;14;14;483;binomial
movement_libras;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125133537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.08184660166667;9;23;386;18;23;252;multinomial
movement_libras;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125133537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794591836734694;test;1.08184660166667;9;23;386;18;23;252;multinomial
1196_BNG_pharynx;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.65931848190865;train;359.295383433333;0;100;200;5;10;700000;continuous
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663_rabe_266;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.11832467957258;train;0.0844596966666667;3;4;32;2;2;84;continuous
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599_fri_c2_1000_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792736034470891;train;0.105506573333333;3;25;156;5;5;700;continuous
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cars;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809396992742681;test;0.799695301666667;3;160;326;7;7;275;multinomial
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635_fri_c0_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350884574637387;train;0.65015089;3;160;326;10;10;175;continuous
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analcatdata_cyyoung9302;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958579881656805;train;0.409721978333333;9;28;410;3;7;65;binomial
analcatdata_cyyoung9302;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.738095238095238;test;0.409721978333333;9;28;410;3;7;65;binomial
analcatdata_aids;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881578947368421;train;2.163580055;18;365;766;3;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.481481481481482;test;2.163580055;18;365;766;3;3;35;binomial
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583_fri_c1_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296811310487952;test;4.82123084833333;11;314;650;7;50;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462145017873821;train;0.345799096666667;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523777360188027;test;0.345799096666667;3;10;72;5;5;700;continuous
heart_h;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125122648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958866155157715;train;0.922326965;5;200;410;10;12;206;binomial
heart_h;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125122648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873684210526316;test;0.922326965;5;200;410;10;12;206;binomial
breast_cancer_wisconsin;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993333333333333;train;2.25840324;6;22;244;21;22;399;binomial
breast_cancer_wisconsin;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995967741935484;test;2.25840324;6;22;244;21;22;399;binomial
ann_thyroid;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991469156822745;train;0.559969958333333;5;20;200;7;20;5040;multinomial
ann_thyroid;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991602622607198;test;0.559969958333333;5;20;200;7;20;5040;multinomial
schizo;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.636137016312876;train;0.219438885;8;13;212;2;13;238;multinomial
schizo;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616434961962927;test;0.219438885;8;13;212;2;13;238;multinomial
analcatdata_boxing1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638521634615385;train;0.673089366666667;3;160;326;2;3;84;binomial
analcatdata_boxing1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.588461538461539;test;0.673089366666667;3;160;326;2;3;84;binomial
sonar;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.782478556666667;3;160;326;59;59;146;binomial
sonar;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910135841170324;test;0.782478556666667;3;160;326;59;59;146;binomial
564_fried;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354798909807113;train;27.52153309;3;160;326;5;10;28538;continuous
564_fried;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368914800620558;test;27.52153309;3;160;326;5;10;28538;continuous
201_pol;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.137138110386442;train;8.65843841;5;200;410;25;25;10500;continuous
201_pol;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.145902883056238;test;8.65843841;5;200;410;25;25;10500;continuous
schizo;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.674678497942387;train;0.166525038333333;6;13;152;2;13;238;multinomial
schizo;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.579353805916306;test;0.166525038333333;6;13;152;2;13;238;multinomial
analcatdata_germangss;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126112631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.825775274870719;train;3.061664845;20;500;1040;3;5;280;multinomial
analcatdata_germangss;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126112631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.754438076629497;test;3.061664845;20;500;1040;3;5;280;multinomial
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164290542085718;train;6.01282884333333;20;436;912;4;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250062409719042;test;6.01282884333333;20;436;912;4;100;700;continuous
twonorm;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998195432404452;train;0.29947285;3;62;166;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997163785116733;test;0.29947285;3;62;166;20;20;5180;binomial
648_fri_c1_250_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740921768877308;train;2.65956412166667;14;376;780;49;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814134925099486;test;2.65956412166667;14;376;780;49;50;175;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607378955231507;train;8.718965125;7;45;334;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604542472588251;test;8.718965125;7;45;334;9;9;21773;continuous
wine_recognition;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.09429443;3;13;88;4;13;125;multinomial
wine_recognition;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99760101010101;test;0.09429443;3;13;88;4;13;125;multinomial
clean2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970265084266741;train;3.74272222166667;20;311;662;104;104;4619;binomial
clean2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966228723110975;test;3.74272222166667;20;311;662;104;104;4619;binomial
heart_h;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92842041679251;train;0.989809863333333;5;200;410;7;12;206;binomial
heart_h;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883693746347165;test;0.989809863333333;5;200;410;7;12;206;binomial
analcatdata_germangss;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731156028036935;train;0.0500540066666667;3;5;36;1;5;280;multinomial
analcatdata_germangss;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707431333389348;test;0.0500540066666667;3;5;36;1;5;280;multinomial
letter;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978758580457125;train;57.60612522;1;16;42;15;16;14000;multinomial
letter;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977760329838689;test;57.60612522;1;16;42;15;16;14000;multinomial
593_fri_c1_1000_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822899765038455;train;1.30829716666667;6;20;254;5;10;700;continuous
593_fri_c1_1000_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864573440457333;test;1.30829716666667;6;20;254;5;10;700;continuous
analcatdata_lawsuit;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99874686716792;train;0.104316746666667;3;16;118;2;4;185;binomial
analcatdata_lawsuit;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986486486486486;test;0.104316746666667;3;16;118;2;4;185;binomial
iris;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992355992355992;train;0.798064464983333;3;160;326;2;3;105;multinomial
iris;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992458521870287;test;0.798064464983333;3;160;326;2;3;105;multinomial
1191_BNG_pbc;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803107080139008;train;31.8895297433333;0;100;200;18;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804264943979282;test;31.8895297433333;0;100;200;18;18;700000;continuous
contraceptive;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742991376533346;train;1.853836565;9;250;518;6;9;1032;multinomial
contraceptive;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712760474152813;test;1.853836565;9;250;518;6;9;1032;multinomial
653_fri_c0_250_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124163714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410797104504201;train;1.49893679666667;7;240;494;23;25;175;continuous
653_fri_c0_250_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124163714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.540568377053812;test;1.49893679666667;7;240;494;23;25;175;continuous
579_fri_c0_250_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272028948755929;train;1.18482967166667;7;235;484;5;5;175;continuous
579_fri_c0_250_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432590133852366;test;1.18482967166667;7;235;484;5;5;175;continuous
633_fri_c0_500_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124163744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.461294782997785;train;1.99620537166667;8;228;472;9;25;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124163744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.583330215141205;test;1.99620537166667;8;228;472;9;25;350;continuous
574_house_16H;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124190045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483380604728555;train;15.5866330833333;17;30;730;15;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124190045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469195849017113;test;15.5866330833333;17;30;730;15;15;15949;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147031161168363;train;2.005650175;10;300;620;2;2;47;continuous
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cloud;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710594654528478;train;0.15221283;8;6;104;6;6;76;multinomial
cloud;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.639795918367347;test;0.15221283;8;6;104;6;6;76;multinomial
602_fri_c3_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830797570474928;train;0.285924331666667;6;45;292;4;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821298240145546;test;0.285924331666667;6;45;292;4;9;175;continuous
1030_ERA;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.727846445545122;train;0.623411649983333;3;160;326;4;4;700;continuous
1030_ERA;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799788540083516;test;0.623411649983333;3;160;326;4;4;700;continuous
706_sleuth_case1202;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.57584907190123;train;0.6398422;8;12;210;5;6;66;continuous
706_sleuth_case1202;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.537617400257568;test;0.6398422;8;12;210;5;6;66;continuous
604_fri_c4_500_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183722390787293;train;2.40974218;14;348;724;5;10;350;continuous
604_fri_c4_500_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301099644825537;test;2.40974218;14;348;724;5;10;350;continuous
706_sleuth_case1202;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125202332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.6377247124587;train;0.621989028333333;3;160;326;6;6;66;continuous
706_sleuth_case1202;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125202332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.716386517008605;test;0.621989028333333;3;160;326;6;6;66;continuous
letter;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125102126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994528836995809;train;30.2904692766667;12;335;694;13;16;14000;multinomial
letter;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125102126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991062190764809;test;30.2904692766667;12;335;694;13;16;14000;multinomial
prnn_synth;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93754899399007;train;0.116884583333333;5;8;94;2;2;175;binomial
prnn_synth;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931623931623932;test;0.116884583333333;5;8;94;2;2;175;binomial
analcatdata_authorship;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999996200896588;train;1.05659245666667;3;160;326;43;70;589;multinomial
analcatdata_authorship;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999841360492417;test;1.05659245666667;3;160;326;43;70;589;multinomial
hepatitis;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928030303030303;train;1.55864078333333;20;76;888;8;19;109;binomial
hepatitis;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703896103896104;test;1.55864078333333;20;76;888;8;19;109;binomial
537_houses;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.617283435850366;train;2.45071174166667;9;216;450;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.615500575951074;test;2.45071174166667;9;216;450;5;5;14448;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794514626308075;train;0.978357623333333;3;160;326;9;10;700;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788096907498322;test;0.978357623333333;3;160;326;9;10;700;continuous
dis;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.650418275418276;train;1.42512332833333;3;160;326;2;24;2641;binomial
dis;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.626791076791077;test;1.42512332833333;3;160;326;2;24;2641;binomial
magic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849879195319075;train;5.2239431;8;244;504;8;9;13314;binomial
magic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845963929915472;test;5.2239431;8;244;504;8;9;13314;binomial
650_fri_c0_500_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293414558622184;train;3.05020556833333;18;398;832;13;50;350;continuous
650_fri_c0_500_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428933344978971;test;3.05020556833333;18;398;832;13;50;350;continuous
556_analcatdata_apnea2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.240803310730544;train;0.083947815;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.598206838489672;test;0.083947815;3;15;120;0;3;333;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.871985597119438;train;49.6398744533333;1;120;242;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.885470605642495;test;49.6398744533333;1;120;242;9;9;81648;continuous
texture;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999943955778232;train;0.325021906666667;3;12;82;11;12;3850;multinomial
texture;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999652404989725;test;0.325021906666667;3;12;82;11;12;3850;multinomial
prnn_synth;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95359477124183;train;0.11545355;6;8;112;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900714285714286;test;0.11545355;6;8;112;2;2;175;binomial
648_fri_c1_250_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.680608958191472;train;2.304782955;10;296;612;24;50;175;continuous
648_fri_c1_250_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856626252910247;test;2.304782955;10;296;612;24;50;175;continuous
analcatdata_germangss;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848002789578877;train;0.64062540335;3;160;326;5;5;280;multinomial
analcatdata_germangss;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.757340038993265;test;0.64062540335;3;160;326;5;5;280;multinomial
584_fri_c4_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82248726211251;train;0.170522865;3;90;186;9;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786642889029439;test;0.170522865;3;90;186;9;24;350;continuous
228_elusage;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.395118766084769;train;0.0283405816666667;3;5;40;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.379596052842343;test;0.0283405816666667;3;5;40;1;1;39;continuous
magic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852979647712933;train;4.91504911666667;11;256;534;8;9;13314;binomial
magic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839224067649095;test;4.91504911666667;11;256;534;8;9;13314;binomial
heart_h;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95460358056266;train;2.19073422166667;12;12;290;11;12;206;binomial
heart_h;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88;test;2.19073422166667;12;12;290;11;12;206;binomial
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.717958589040039;train;2.161782325;3;160;326;5;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.703010353785626;test;2.161782325;3;160;326;5;9;12248;continuous
574_house_16H;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49574704830336;train;0.82802185;12;75;554;15;15;15949;continuous
574_house_16H;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481573587216919;test;0.82802185;12;75;554;15;15;15949;continuous
vowel;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999077725147899;train;1.14746724833333;3;160;326;10;13;693;multinomial
vowel;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987287265495837;test;1.14746724833333;3;160;326;10;13;693;multinomial
analcatdata_boxing1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934795673076923;train;0.685828458333333;3;160;326;1;3;84;binomial
analcatdata_boxing1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.773076923076923;test;0.685828458333333;3;160;326;1;3;84;binomial
230_machine_cpu;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141297290977443;train;1.156951685;5;200;410;6;6;147;continuous
230_machine_cpu;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185784803687175;test;1.156951685;5;200;410;6;6;147;continuous
ionosphere;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982523014959724;train;0.800632141666667;3;160;326;12;32;246;binomial
ionosphere;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935388845247447;test;0.800632141666667;3;160;326;12;32;246;binomial
mfeat_karhunen;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.610940813333333;3;57;138;28;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985278177141906;test;0.610940813333333;3;57;138;28;64;1400;multinomial
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508303833244278;train;3.10653964833333;10;50;440;9;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506650151228166;test;3.10653964833333;10;50;440;9;25;700;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240803310730544;train;0.276870180016667;3;112;230;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.598206838489672;test;0.276870180016667;3;112;230;0;3;333;continuous
hepatitis;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852664576802508;train;0.966849968333333;5;200;410;17;19;109;binomial
hepatitis;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.675;test;0.966849968333333;5;200;410;17;19;109;binomial
twonorm;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997888610212669;train;1.13703939333333;3;160;326;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997873340373497;test;1.13703939333333;3;160;326;20;20;5180;binomial
analcatdata_happiness;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910009861932939;train;2.069581655;11;320;662;2;3;42;multinomial
analcatdata_happiness;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.678571428571429;test;2.069581655;11;320;662;2;3;42;multinomial
529_pollen;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393883882313548;train;2.22340806166667;6;220;452;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.495477963022986;test;2.22340806166667;6;220;452;4;4;2694;continuous
505_tecator;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125130748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0999009597133289;train;0.18402555;3;86;186;2;18;168;continuous
505_tecator;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125130748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.100133293947552;test;0.18402555;3;86;186;2;18;168;continuous
yeast;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888687119417113;train;3.68590333666667;10;268;556;7;8;1036;multinomial
yeast;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883287876318379;test;3.68590333666667;10;268;556;7;8;1036;multinomial
coil2000;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.719251590181775;train;16.2506568733333;17;376;786;19;59;6876;binomial
coil2000;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.708128035629745;test;16.2506568733333;17;376;786;19;59;6876;binomial
wine_quality_red;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93220754090659;train;1.43867109666667;3;160;326;11;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.830468538715309;test;1.43867109666667;3;160;326;11;11;1120;multinomial
dermatology;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997484212322922;train;0.904362263333333;3;160;326;25;25;257;multinomial
dermatology;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995813465287149;test;0.904362263333333;3;160;326;25;25;257;multinomial
analcatdata_happiness;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826388888888889;train;0.138008518333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.548611111111111;test;0.138008518333333;3;3;24;1;3;42;multinomial
666_rmftsa_ladata;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506969835599018;train;3.74782972833333;19;20;758;9;10;356;continuous
666_rmftsa_ladata;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.604581449988904;test;3.74782972833333;19;20;758;9;10;356;continuous
574_house_16H;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478927663713019;train;0.668652343333333;9;75;428;14;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485278794097491;test;0.668652343333333;9;75;428;14;15;15949;continuous
227_cpu_small;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187310064930111;train;3.54446302498333;3;160;326;10;12;5735;continuous
227_cpu_small;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209046188971739;test;3.54446302498333;3;160;326;10;12;5735;continuous
197_cpu_act;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.180949582993611;train;0.506556975;8;80;386;16;16;5735;continuous
197_cpu_act;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.192793054303846;test;0.506556975;8;80;386;16;16;5735;continuous
letter;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964206557128572;train;32.2253488383167;2;140;284;13;16;14000;multinomial
letter;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962420081937485;test;32.2253488383167;2;140;284;13;16;14000;multinomial
contraceptive;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.743768613253465;train;0.0688917383333333;3;9;60;9;9;1032;multinomial
contraceptive;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.70850134476895;test;0.0688917383333333;3;9;60;9;9;1032;multinomial
599_fri_c2_1000_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155476261125245;train;3.31248423666667;17;403;840;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299298794775424;test;3.31248423666667;17;403;840;5;5;700;continuous
573_cpu_act;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.562075188931974;train;0.389812615;7;80;344;14;16;5735;continuous
573_cpu_act;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569272824775828;test;0.389812615;7;80;344;14;16;5735;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141899758552909;train;2.40129833833333;17;360;754;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283787078983338;test;2.40129833833333;17;360;754;5;5;700;continuous
pima;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859665200391007;train;0.693468343333333;3;160;326;8;8;538;binomial
pima;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.824571522742254;test;0.693468343333333;3;160;326;8;8;538;binomial
207_autoPrice;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235434200924805;train;2.29300196166667;11;320;662;4;10;112;continuous
207_autoPrice;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335771346310735;test;2.29300196166667;11;320;662;4;10;112;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182097588193211;train;4.78581540165;8;260;536;5;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304531813713186;test;4.78581540165;8;260;536;5;25;700;continuous
prnn_crabs;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996529904062053;train;0.672772781666667;3;160;326;2;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992213570634038;test;0.672772781666667;3;160;326;2;3;140;binomial
626_fri_c2_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169476658465379;train;3.35939642833333;15;400;830;11;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363060151655737;test;3.35939642833333;15;400;830;11;50;350;continuous
607_fri_c4_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252921067053726;train;1.47865019;3;160;326;10;50;700;continuous
607_fri_c4_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340167728598959;test;1.47865019;3;160;326;10;50;700;continuous
690_visualizing_galaxy;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.128411107879527;train;0.5783389;3;160;326;3;3;227;continuous
690_visualizing_galaxy;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169679173094385;test;0.5783389;3;160;326;3;3;227;continuous
tae;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.727079517704518;train;0.032678885;3;4;30;3;4;106;multinomial
tae;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.617483660130719;test;0.032678885;3;4;30;3;4;106;multinomial
556_analcatdata_apnea2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.206749457809941;train;2.14553534333333;9;280;578;3;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474348248510511;test;2.14553534333333;9;280;578;3;3;333;continuous
651_fri_c0_100_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.330116122294697;train;1.68455018333333;7;240;494;23;25;70;continuous
651_fri_c0_100_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83481625402846;test;1.68455018333333;7;240;494;23;25;70;continuous
wine_quality_white;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.663931859814462;train;0.89086259;3;11;64;1;11;3429;multinomial
wine_quality_white;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.620347473441177;test;0.89086259;3;11;64;1;11;3429;multinomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991062775923334;train;0.835716171666667;3;160;326;5;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984375;test;0.835716171666667;3;160;326;5;22;399;binomial
clean1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.98885664833333;10;300;620;62;86;334;binomial
clean1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950849150849151;test;2.98885664833333;10;300;620;62;86;334;binomial
597_fri_c2_500_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811720328923624;train;1.22253976333333;5;200;410;5;5;350;continuous
597_fri_c2_500_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834185596450923;test;1.22253976333333;5;200;410;5;5;350;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784419179054394;train;0.328549588333333;7;10;156;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.924263131193829;test;0.328549588333333;7;10;156;5;5;70;continuous
519_vinnie;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440571764419778;train;1.18317717501667;5;184;378;1;2;266;continuous
519_vinnie;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.561095701356724;test;1.18317717501667;5;184;378;1;2;266;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289915970435565;train;1.58465606333333;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365817965402792;test;1.58465606333333;3;160;326;5;25;700;continuous
634_fri_c2_100_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328774466674305;train;2.367306205;11;320;662;3;10;70;continuous
634_fri_c2_100_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.516087235815581;test;2.367306205;11;320;662;3;10;70;continuous
nikuradse_1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149697361515321;train;0.600362943333333;3;160;326;2;2;254;continuous
nikuradse_1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173582087521702;test;0.600362943333333;3;160;326;2;2;254;continuous
505_tecator;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0754062372212108;train;0.174516278333333;3;78;186;15;17;168;continuous
505_tecator;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0800353473665263;test;0.174516278333333;3;78;186;15;17;168;continuous
210_cloud;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.266565287677573;train;1.31584979666667;6;204;420;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.286287921132825;test;1.31584979666667;6;204;420;5;5;76;continuous
phoneme;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816461981274459;train;0.97858664665;3;160;326;5;5;3783;binomial
phoneme;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802327589767466;test;0.97858664665;3;160;326;5;5;3783;binomial
movement_libras;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989856314271211;train;1.602012465;3;160;326;19;20;252;multinomial
movement_libras;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960106769081259;test;1.602012465;3;160;326;19;20;252;multinomial
706_sleuth_case1202;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125202332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603739713081351;train;0.205867226666667;3;12;80;1;6;66;continuous
706_sleuth_case1202;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125202332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.592228864992945;test;0.205867226666667;3;12;80;1;6;66;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313614415948495;train;2.76495638835;18;448;932;2;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.769350325080571;test;2.76495638835;18;448;932;2;4;70;continuous
ring;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.77677577113037;train;1.59510383666667;16;80;712;20;20;5180;binomial
ring;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763975135114954;test;1.59510383666667;16;80;712;20;20;5180;binomial
706_sleuth_case1202;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.511139449143175;train;0.447049151666667;9;30;428;4;6;66;continuous
706_sleuth_case1202;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.617599151284655;test;0.447049151666667;9;30;428;4;6;66;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282675525113647;train;1.043202295;6;220;452;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528962285413955;test;1.043202295;6;220;452;1;2;33;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505140627423871;train;1.62060902333333;7;208;430;13;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506581175260813;test;1.62060902333333;7;208;430;13;25;700;continuous
547_no2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.666079088829548;train;0.324396924983333;6;35;284;7;7;350;continuous
547_no2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.636118336553261;test;0.324396924983333;6;35;284;7;7;350;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797067122740021;train;1.65679482833333;5;200;410;7;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794323821659083;test;1.65679482833333;5;200;410;7;10;175;continuous
606_fri_c2_1000_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185588384627535;train;3.02573894833333;15;368;766;5;10;700;continuous
606_fri_c2_1000_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310752915194008;test;3.02573894833333;15;368;766;5;10;700;continuous
wine_recognition;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.835482835016667;3;160;326;10;13;125;multinomial
wine_recognition;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997979797979798;test;0.835482835016667;3;160;326;10;13;125;multinomial
biomed;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999802371541502;train;0.566115338333333;3;160;326;7;8;147;binomial
biomed;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959523809523809;test;0.566115338333333;3;160;326;7;8;147;binomial
vowel;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999714442090805;train;1.483803315;3;160;326;13;13;693;multinomial
vowel;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995633527946102;test;1.483803315;3;160;326;13;13;693;multinomial
analcatdata_authorship;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.19595534833333;3;160;326;50;70;589;multinomial
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592_fri_c4_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868825214105592;test;0.815931095;3;160;326;25;25;700;continuous
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calendarDOW;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954353603828933;train;1.281828355;6;220;452;10;14;280;multinomial
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590_fri_c0_1000_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482763974129589;train;1.64789324166667;9;248;514;23;50;700;continuous
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560_bodyfat;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125143759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0356819638336138;test;0.643473963333333;3;28;150;1;14;177;continuous
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557_analcatdata_apnea1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308196592320173;train;0.581863205;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144058436767099;test;0.581863205;3;160;326;0;3;333;continuous
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529_pollen;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441825164289692;train;1.39433760666667;5;200;410;3;4;2694;continuous
529_pollen;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466349062558652;test;1.39433760666667;5;200;410;3;4;2694;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.692952692842284;train;0.244121426666667;3;90;186;24;50;175;continuous
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192_vineyard;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548814763192394;train;0.531286013333333;3;160;326;2;2;37;continuous
192_vineyard;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497652220506881;test;0.531286013333333;3;160;326;2;2;37;continuous
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648_fri_c1_250_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.691326227032293;train;0.517221401666667;9;177;374;12;50;175;continuous
648_fri_c1_250_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874438184599559;test;0.517221401666667;9;177;374;12;50;175;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231259541693856;train;0.92649628;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30855285474178;test;0.92649628;3;160;326;5;5;700;continuous
210_cloud;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.252836399102464;train;0.713919583333333;3;160;326;5;5;76;continuous
210_cloud;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.347499806901294;test;0.713919583333333;3;160;326;5;5;76;continuous
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228_elusage;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125191453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439225145758682;train;0.70940018;3;160;326;1;1;39;continuous
228_elusage;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125191453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.357103102475455;test;0.70940018;3;160;326;1;1;39;continuous
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999380854958544;train;1.14359529166667;3;22;128;19;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989091981132075;test;1.14359529166667;3;22;128;19;22;399;binomial
606_fri_c2_1000_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220093388229332;train;3.00615003833333;14;348;724;6;10;700;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3411562364258;test;3.00615003833333;14;348;724;6;10;700;continuous
analcatdata_creditscore;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.608796296296296;train;0.0617447483333333;3;24;70;2;6;70;binomial
analcatdata_creditscore;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703349282296651;test;0.0617447483333333;3;24;70;2;6;70;binomial
prnn_synth;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935850535667625;train;0.0916962966666667;3;2;16;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932336182336182;test;0.0916962966666667;3;2;16;2;2;175;binomial
analcatdata_germangss;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746818318091668;train;0.689276518333333;3;160;326;1;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680528642829681;test;0.689276518333333;3;160;326;1;5;280;multinomial
analcatdata_lawsuit;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.107626558333333;3;16;108;4;4;185;binomial
analcatdata_lawsuit;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967532467532468;test;0.107626558333333;3;16;108;4;4;185;binomial
547_no2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125182020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375519226816318;train;0.648119509983333;3;160;326;7;7;350;continuous
547_no2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125182020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.628116808940428;test;0.648119509983333;3;160;326;7;7;350;continuous
505_tecator;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0420429711279085;train;0.85733788835;3;32;150;15;16;168;continuous
505_tecator;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0634184547803933;test;0.85733788835;3;32;150;15;16;168;continuous
vowel;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964390448337728;train;4.830539455;8;244;504;9;13;693;multinomial
vowel;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964344922598395;test;4.830539455;8;244;504;9;13;693;multinomial
iris;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995386389850058;train;0.0282019233333333;3;3;24;3;3;105;multinomial
iris;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997395833333333;test;0.0282019233333333;3;3;24;3;3;105;multinomial
wdbc;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992728714965627;train;0.655855215;3;160;326;15;23;399;binomial
wdbc;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992858251824251;test;0.655855215;3;160;326;15;23;399;binomial
spectf;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902145473574045;train;1.43235912333333;11;217;456;9;44;245;binomial
spectf;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820746527777778;test;1.43235912333333;11;217;456;9;44;245;binomial
hepatitis;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791553748870822;train;0.1855103;3;61;174;2;19;109;binomial
hepatitis;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.748780487804878;test;0.1855103;3;61;174;2;19;109;binomial
647_fri_c1_250_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820511904888743;train;0.967827568333333;7;20;290;5;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845331464983866;test;0.967827568333333;7;20;290;5;10;175;continuous
654_fri_c0_500_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514496521984262;train;0.184050216666667;5;50;250;10;10;350;continuous
654_fri_c0_500_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.548669645730839;test;0.184050216666667;5;50;250;10;10;350;continuous
644_fri_c4_250_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811583324613045;train;0.15753131;3;90;186;7;24;175;continuous
644_fri_c4_250_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82700154492838;test;0.15753131;3;90;186;7;24;175;continuous
buggyCrx;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927582755168962;train;0.655593148333333;3;160;326;13;14;483;binomial
buggyCrx;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928254580520733;test;0.655593148333333;3;160;326;13;14;483;binomial
562_cpu_small;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295824514627893;train;3.712503865;12;276;576;3;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297894499213305;test;3.712503865;12;276;576;3;12;5735;continuous
573_cpu_act;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126102526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.153637056263932;train;9.04088269166667;3;160;326;17;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126102526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179926385436798;test;9.04088269166667;3;160;326;17;17;5735;continuous
backache;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844072798819479;train;4.50380469166667;16;31;670;29;31;126;binomial
backache;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6875;test;4.50380469166667;16;31;670;29;31;126;binomial
557_analcatdata_apnea1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.220630523443052;train;0.0905976333333333;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197485720662443;test;0.0905976333333333;3;15;120;3;3;333;continuous
diabetes;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829240820004505;train;1.68126896;8;260;536;8;8;538;binomial
diabetes;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844258064516129;test;1.68126896;8;260;536;8;8;538;binomial
analcatdata_authorship;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99999360842665;train;1.11776825166667;3;160;326;59;70;589;multinomial
analcatdata_authorship;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99990368315611;test;1.11776825166667;3;160;326;59;70;589;multinomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125094911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.541784592503801;train;0.647863293333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125094911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.52108378870674;test;0.647863293333333;3;160;326;1;1;849;binomial
596_fri_c2_250_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797929468862138;train;0.289778956666667;3;10;72;5;5;175;continuous
596_fri_c2_250_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841025226422323;test;0.289778956666667;3;10;72;5;5;175;continuous
biomed;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966396761133603;train;0.403567578333333;7;32;326;6;8;147;binomial
biomed;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936454849498328;test;0.403567578333333;7;32;326;6;8;147;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992765360112299;train;0.607533931666667;3;160;326;13;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99032967032967;test;0.607533931666667;3;160;326;13;21;399;binomial
615_fri_c4_250_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126092625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848617846233266;train;2.19780137498333;9;280;578;7;10;175;continuous
615_fri_c4_250_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126092625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850222768981023;test;2.19780137498333;9;280;578;7;10;175;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838920606223761;train;0.74484136165;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854066605228565;test;0.74484136165;3;160;326;5;50;700;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817119829606831;train;0.442505615;6;150;312;13;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908253699281715;test;0.442505615;6;150;312;13;50;350;continuous
ann_thyroid;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984874169168096;train;32.1461518316667;5;21;196;5;21;5040;multinomial
ann_thyroid;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984164321703142;test;32.1461518316667;5;21;196;5;21;5040;multinomial
sleep;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125203935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.588410848612825;train;35.2440073166667;1;13;36;9;13;74136;multinomial
sleep;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125203935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.589888507903623;test;35.2440073166667;1;13;36;9;13;74136;multinomial
analcatdata_asbestos;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.839160839160839;train;0.116118976666667;6;3;42;3;3;59;binomial
analcatdata_asbestos;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937062937062937;test;0.116118976666667;6;3;42;3;3;59;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998931623931624;train;0.15126185;3;24;164;3;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994708994708995;test;0.15126185;3;24;164;3;6;70;binomial
cmc;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.79728555602412;train;1.04089409333333;3;160;326;9;9;1032;multinomial
cmc;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125140135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.730914160536009;test;1.04089409333333;3;160;326;9;9;1032;multinomial
analcatdata_aids;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944078947368421;train;0.55531966;3;160;326;2;3;35;binomial
analcatdata_aids;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.481481481481482;test;0.55531966;3;160;326;2;3;35;binomial
650_fri_c0_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124163148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265993812870796;train;4.27456540833333;6;220;452;46;50;350;continuous
650_fri_c0_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124163148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.46629113727413;test;4.27456540833333;6;220;452;46;50;350;continuous
coil2000;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700248945013921;train;3.37491909166667;9;144;418;2;59;6876;binomial
coil2000;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.689338812496707;test;3.37491909166667;9;144;418;2;59;6876;binomial
nikuradse_1;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.201093197589885;train;0.0881145983333333;3;4;32;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.229872804571262;test;0.0881145983333333;3;4;32;2;2;254;continuous
591_fri_c1_100_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76289227499718;train;0.925484856666667;9;20;372;8;10;70;continuous
591_fri_c1_100_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.927426735321568;test;0.925484856666667;9;20;372;8;10;70;continuous
tae;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786603327228327;train;1.47686675333333;8;260;536;5;5;106;multinomial
tae;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.706686777275013;test;1.47686675333333;8;260;536;5;5;106;multinomial
glass2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816635745207174;train;0.154368276666667;3;36;166;9;9;115;binomial
glass2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712522045855379;test;0.154368276666667;3;36;166;9;9;115;binomial
analcatdata_boxing1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125095448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.473852040816327;train;1.386563585;9;280;578;1;3;84;binomial
analcatdata_boxing1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125095448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.51948051948052;test;1.386563585;9;280;578;1;3;84;binomial
hepatitis;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793812104787715;train;0.46791261;7;75;342;2;19;109;binomial
hepatitis;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.729268292682927;test;0.46791261;7;75;342;2;19;109;binomial
cmc;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.73029552864196;train;0.22498569;10;9;184;8;9;1032;multinomial
cmc;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.726609831912465;test;0.22498569;10;9;184;8;9;1032;multinomial
vehicle;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987943908389367;train;1.39997157666667;5;200;410;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914859109144824;test;1.39997157666667;5;200;410;13;13;593;multinomial
598_fri_c0_1000_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505603554762788;train;2.12348532166667;15;240;510;7;25;700;continuous
598_fri_c0_1000_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492144148076439;test;2.12348532166667;15;240;510;7;25;700;continuous
1096_FacultySalaries;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3402977467661;train;0.66746608;3;160;326;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.473767933668046;test;0.66746608;3;160;326;1;2;35;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161093338981087;train;5.09919882166667;13;328;682;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23619248769605;test;5.09919882166667;13;328;682;5;100;700;continuous
collins;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999938724036781;train;1.36157990666667;3;160;326;2;20;340;multinomial
collins;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99831857956858;test;1.36157990666667;3;160;326;2;20;340;multinomial
678_visualizing_environmental;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.754630722166138;train;1.15746707166667;6;220;452;3;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.702945254698682;test;1.15746707166667;6;220;452;3;3;78;continuous
dermatology;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998845643939394;train;2.12502923333333;3;25;116;19;25;257;multinomial
dermatology;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988646125116713;test;2.12502923333333;3;25;116;19;25;257;multinomial
527_analcatdata_election2000;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321264217210949;train;1.20907086831667;6;220;452;1;1;47;continuous
527_analcatdata_election2000;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.43841788245684;test;1.20907086831667;6;220;452;1;1;47;continuous
calendarDOW;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860312209611045;train;4.64565919666667;8;14;200;4;14;280;multinomial
calendarDOW;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82240970499035;test;4.64565919666667;8;14;200;4;14;280;multinomial
tokyo1;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983726869653555;train;1.19513873333333;3;160;326;18;22;672;binomial
tokyo1;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983342376559957;test;1.19513873333333;3;160;326;18;22;672;binomial
diabetes;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839245562130177;train;0.167446705;3;32;158;7;8;538;binomial
diabetes;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.828612926652142;test;0.167446705;3;32;158;7;8;538;binomial
collins;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992566863582458;train;9.37309506833333;3;20;110;2;20;340;multinomial
collins;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995075295075295;test;9.37309506833333;3;20;110;2;20;340;multinomial
611_fri_c3_100_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20464399692719;train;0.84469583;5;200;410;3;4;70;continuous
611_fri_c3_100_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.835119020221415;test;0.84469583;5;200;410;3;4;70;continuous
allhypo;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847410204081633;train;0.831293698333333;10;25;412;16;25;2639;multinomial
allhypo;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835063929816638;test;0.831293698333333;10;25;412;16;25;2639;multinomial
clean1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956270419703443;train;0.874834068333333;3;160;326;74;90;334;binomial
clean1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874320652173913;test;0.874834068333333;3;160;326;74;90;334;binomial
ecoli;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973471727042093;train;1.47176222;6;220;452;4;5;229;multinomial
ecoli;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965907522429262;test;1.47176222;6;220;452;4;5;229;multinomial
690_visualizing_galaxy;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125204432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.112826101092617;train;0.832047321666667;5;200;410;4;4;227;continuous
690_visualizing_galaxy;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125204432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173645931218557;test;0.832047321666667;5;200;410;4;4;227;continuous
analcatdata_cyyoung9302;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887573964497041;train;0.465431606666667;9;6;118;3;6;65;binomial
analcatdata_cyyoung9302;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96031746031746;test;0.465431606666667;9;6;118;3;6;65;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930182599355532;train;0.148390206666667;3;28;166;5;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925;test;0.148390206666667;3;28;166;5;7;68;binomial
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792775198532746;train;0.259920548333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839975788883002;test;0.259920548333333;3;10;72;5;5;700;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839979654136012;train;0.5429915;6;10;132;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.906757950990831;test;0.5429915;6;10;132;5;5;350;continuous
712_chscase_geyser1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51043553947396;train;0.12366529;6;10;134;1;2;156;continuous
712_chscase_geyser1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.377868962314;test;0.12366529;6;10;134;1;2;156;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.716865715815543;train;1.39134838833333;5;94;234;48;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826034301218881;test;1.39134838833333;5;94;234;48;50;175;continuous
breast_w;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126094715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.334065301666667;6;32;284;7;8;490;binomial
breast_w;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126094715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9909484454939;test;0.334065301666667;6;32;284;7;8;490;binomial
678_visualizing_environmental;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677251060249609;train;0.657449038333333;3;160;326;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.74893392275463;test;0.657449038333333;3;160;326;3;3;78;continuous
631_fri_c1_500_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83540180348201;train;0.553014201666667;6;10;132;3;5;350;continuous
631_fri_c1_500_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864003996636923;test;0.553014201666667;6;10;132;3;5;350;continuous
201_pol;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.542578939231989;train;3.355908815;12;260;544;26;26;10500;continuous
201_pol;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551880900703712;test;3.355908815;12;260;544;26;26;10500;continuous
texture;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99970468301803;train;7.57150285166667;5;200;410;11;12;3850;multinomial
texture;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998828497592781;test;7.57150285166667;5;200;410;11;12;3850;multinomial
210_cloud;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.230291329480824;train;1.11421840333333;8;260;536;3;5;76;continuous
210_cloud;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.399411238530301;test;1.11421840333333;8;260;536;3;5;76;continuous
602_fri_c3_250_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811546843219367;train;0.542628758333333;3;18;124;5;9;175;continuous
602_fri_c3_250_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.909824255963559;test;0.542628758333333;3;18;124;5;9;175;continuous
mfeat_zernike;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124161947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986738932743327;train;2.49133692166667;3;160;326;30;32;1400;multinomial
mfeat_zernike;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124161947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976016056233486;test;2.49133692166667;3;160;326;30;32;1400;multinomial
heart_c;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930456807678635;train;1.07499163166667;15;52;670;6;13;213;binomial
heart_c;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904927824788452;test;1.07499163166667;15;52;670;6;13;213;binomial
665_sleuth_case2002;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.653912107075764;train;0.13373624;3;30;166;2;6;103;continuous
665_sleuth_case2002;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785937205553013;test;0.13373624;3;30;166;2;6;103;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.938592743615954;train;0.277124371666667;6;50;292;3;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.961206029776962;test;0.277124371666667;6;50;292;3;10;175;continuous
analcatdata_lawsuit;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998823529411765;train;0.0533563633333333;3;16;54;2;4;185;binomial
analcatdata_lawsuit;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99;test;0.0533563633333333;3;16;54;2;4;185;binomial
218_house_8L;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458596830898677;train;4.06508930165;9;280;578;5;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445709518203993;test;4.06508930165;9;280;578;5;8;15949;continuous
529_pollen;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344507915888161;train;4.70982168166667;15;352;734;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479993568570154;test;4.70982168166667;15;352;734;4;4;2694;continuous
wine_quality_white;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.723074807141695;train;8.88702446668333;20;370;780;8;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.632862170977625;test;8.88702446668333;20;370;780;8;11;3429;multinomial
vehicle;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942278434184099;train;0.121148778333333;3;13;82;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93577612707724;test;0.121148778333333;3;13;82;13;13;593;multinomial
mfeat_factors;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.95438448;3;66;138;40;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98833148050707;test;0.95438448;3;66;138;40;133;1400;multinomial
192_vineyard;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528213011354826;train;0.108154935;5;10;112;2;2;37;continuous
192_vineyard;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.583210602687014;test;0.108154935;5;10;112;2;2;37;continuous
fars;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874208761293998;train;72.144568735;0;5;10;21;21;70678;multinomial
fars;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883470451972854;test;72.144568735;0;5;10;21;21;70678;multinomial
satimage;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977808972972658;train;5.86613195501667;6;220;452;19;24;4505;multinomial
satimage;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975977794353868;test;5.86613195501667;6;220;452;19;24;4505;multinomial
579_fri_c0_250_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505546201003213;train;0.110365058333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476794687710738;test;0.110365058333333;3;25;156;5;5;175;continuous
crx;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948745393928759;train;0.631841325;3;160;326;14;14;483;binomial
crx;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903174603174603;test;0.631841325;3;160;326;14;14;483;binomial
644_fri_c4_250_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821353700852855;train;1.273169725;6;48;276;14;24;175;continuous
644_fri_c4_250_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845899205122881;test;1.273169725;6;48;276;14;24;175;continuous
prnn_fglass;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858239416736057;train;1.190038585;6;9;112;3;9;144;multinomial
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210_cloud;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.171332274359089;train;0.907081926666667;5;200;410;2;5;76;continuous
210_cloud;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.351755152168627;test;0.907081926666667;5;200;410;2;5;76;continuous
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clean2;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126092739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973663256706197;train;32.4461135966667;4;71;178;109;110;4619;binomial
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622_fri_c2_1000_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785229814958625;train;0.621891663333333;3;72;150;28;50;700;continuous
622_fri_c2_1000_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851668867505974;test;0.621891663333333;3;72;150;28;50;700;continuous
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589_fri_c2_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798322443354928;train;1.237485605;5;200;410;18;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867202608132742;test;1.237485605;5;200;410;18;25;700;continuous
192_vineyard;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405804489149103;train;3.6198269;20;500;1040;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125131902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;1.23171299180498;test;3.6198269;20;500;1040;1;1;37;continuous
1199_BNG_echoMonths;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713648963443095;train;3.11279933833333;7;208;430;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.711488617975899;test;3.11279933833333;7;208;430;9;9;12248;continuous
201_pol;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.571324514268175;train;0.251846995;3;85;176;26;26;10500;continuous
201_pol;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.576310740667292;test;0.251846995;3;85;176;26;26;10500;continuous
592_fri_c4_1000_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280993730119425;train;3.03734566;5;200;410;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32804792274958;test;3.03734566;5;200;410;5;25;700;continuous
197_cpu_act;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313910811106066;train;0.17366039;3;77;176;2;16;5735;continuous
197_cpu_act;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.32976010854868;test;0.17366039;3;77;176;2;16;5735;continuous
294_satellite_image;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481826410052291;train;0.457673988333333;7;106;344;24;24;4505;continuous
294_satellite_image;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481537247907172;test;0.457673988333333;7;106;344;24;24;4505;continuous
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656_fri_c1_100_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785018711731202;train;1.74915498;7;240;494;5;5;70;continuous
656_fri_c1_100_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897080848930056;test;1.74915498;7;240;494;5;5;70;continuous
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595_fri_c0_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494220528539483;test;1.26756622166667;8;20;334;6;10;700;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997109826589595;train;0.211213648333333;5;16;182;3;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.211213648333333;5;16;182;3;4;185;binomial
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fars;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710053468561742;test;43.2360135716667;0;100;200;21;21;70678;multinomial
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645_fri_c3_500_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814683211908743;test;2.375328815;8;100;360;7;50;350;continuous
620_fri_c1_1000_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213779206921435;train;1.78551864166667;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328907641662088;test;1.78551864166667;3;160;326;5;25;700;continuous
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573_cpu_act;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.285710879456134;test;3.000246205;7;240;494;2;16;5735;continuous
537_houses;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.620344977621209;train;3.22985346166667;12;240;504;4;5;14448;continuous
537_houses;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.621844776499933;test;3.22985346166667;12;240;504;4;5;14448;continuous
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607_fri_c4_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821953807629434;train;0.783714986666667;3;160;326;21;50;700;continuous
607_fri_c4_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868272671208264;test;0.783714986666667;3;160;326;21;50;700;continuous
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flags;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.566291666666667;test;1.11876732166667;13;36;558;21;36;125;multinomial
603_fri_c0_250_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486201903649186;train;3.24196035666667;20;392;824;30;50;175;continuous
603_fri_c0_250_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.541500128512266;test;3.24196035666667;20;392;824;30;50;175;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811791813474871;train;2.72894042665;9;100;402;12;50;700;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843360293504661;test;2.72894042665;9;100;402;12;50;700;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354396399532721;train;2.819627905;10;284;588;12;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599525512319097;test;2.819627905;10;284;588;12;50;175;continuous
collins;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979361656875525;train;1.529232235;3;160;326;20;20;340;multinomial
collins;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927957686391752;test;1.529232235;3;160;326;20;20;340;multinomial
cars;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999818445896877;train;0.66150446;3;160;326;1;7;275;multinomial
cars;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.66150446;3;160;326;1;7;275;multinomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.635405564437339;train;3.95341837333333;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.510186705589005;test;3.95341837333333;20;500;1040;1;1;849;binomial
1595_poker;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816098119350421;train;5.33377535;8;50;376;10;10;717507;continuous
1595_poker;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815000382356291;test;5.33377535;8;50;376;10;10;717507;continuous
collins;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.50096963833333;7;240;494;1;20;340;multinomial
collins;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;2.50096963833333;7;240;494;1;20;340;multinomial
lupus;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864219114219114;train;0.08183337;6;8;106;1;2;61;binomial
lupus;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85207100591716;test;0.08183337;6;8;106;1;2;61;binomial
movement_libras;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978586505247667;train;27.1121958116667;9;19;326;10;19;252;multinomial
movement_libras;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935795135514523;test;27.1121958116667;9;19;326;10;19;252;multinomial
analcatdata_germangss;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722337712134685;train;0.674788376666667;3;160;326;1;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736936852847471;test;0.674788376666667;3;160;326;1;5;280;multinomial
flags;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890247338065661;train;2.21773572833333;11;320;662;28;39;125;multinomial
flags;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.687006172839506;test;2.21773572833333;11;320;662;28;39;125;multinomial
allhypo;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961464506802721;train;4.661836475;15;400;830;17;25;2639;multinomial
allhypo;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93998618787662;test;4.661836475;15;400;830;17;25;2639;multinomial
optdigits;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999904910045234;train;8.43641946666667;3;160;326;62;62;3934;multinomial
optdigits;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999320843690379;test;8.43641946666667;3;160;326;62;62;3934;multinomial
1199_BNG_echoMonths;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125191743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.717806196198219;train;3.69684368;20;260;560;6;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125191743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.702953469174357;test;3.69684368;20;260;560;6;9;12248;continuous
503_wind;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471024735908333;train;2.11115953833333;10;236;492;9;14;4602;continuous
503_wind;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478547334510125;test;2.11115953833333;10;236;492;9;14;4602;continuous
cleveland;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.580396195318664;train;0.0970682683333333;3;13;70;1;13;213;multinomial
cleveland;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.591339612768184;test;0.0970682683333333;3;13;70;1;13;213;multinomial
631_fri_c1_500_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792312017090544;train;0.976344591666667;3;160;326;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883849916205222;test;0.976344591666667;3;160;326;5;5;350;continuous
shuttle;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949735455813083;train;2.12319465833333;6;8;104;7;8;40600;multinomial
shuttle;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936854017300778;test;2.12319465833333;6;8;104;7;8;40600;multinomial
620_fri_c1_1000_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126090535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826768036771136;train;0.717326303333333;3;49;146;11;25;700;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126090535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864649820097842;test;0.717326303333333;3;49;146;11;25;700;continuous
colic;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875168086060063;train;6.146419455;10;22;420;22;22;258;binomial
colic;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905381003972553;test;6.146419455;10;22;420;22;22;258;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.74865127379697;train;0.85745249;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.535736056080463;test;0.85745249;3;160;326;1;1;849;binomial
607_fri_c4_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835730358869322;train;0.77262653;3;160;326;16;50;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83814793073747;test;0.77262653;3;160;326;16;50;700;continuous
ring;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991325051528332;train;4.62985157666667;3;160;326;20;20;5180;binomial
ring;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984239991103744;test;4.62985157666667;3;160;326;20;20;5180;binomial
coil2000;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.726989169151638;train;7.618604665;3;160;326;2;59;6876;binomial
coil2000;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.666558100966102;test;7.618604665;3;160;326;2;59;6876;binomial
613_fri_c3_250_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.775249379313844;train;1.48573009335;5;200;410;4;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.876729838007283;test;1.48573009335;5;200;410;4;4;175;continuous
labor;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96;train;0.930546975;8;15;248;6;15;40;binomial
labor;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975;test;0.930546975;8;15;248;6;15;40;binomial
1201_BNG_breastTumor;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91728771021798;train;0.489319131666667;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917454055238858;test;0.489319131666667;3;45;166;9;9;81648;continuous
cleve;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934865900383142;train;0.18992468835;3;50;166;8;13;213;binomial
cleve;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868275515334339;test;0.18992468835;3;50;166;8;13;213;binomial
wine_quality_red;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828331247091931;train;2.68389643833333;7;234;482;6;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79254243571962;test;2.68389643833333;7;234;482;6;11;1120;multinomial
562_cpu_small;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181179166385395;train;5.06455765;17;328;690;8;12;5735;continuous
562_cpu_small;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204375321243423;test;5.06455765;17;328;690;8;12;5735;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827740930525303;train;1.03038796333333;3;72;150;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860985914684915;test;1.03038796333333;3;72;150;5;50;700;continuous
657_fri_c2_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792058578523966;train;0.468372345;10;50;460;8;10;175;continuous
657_fri_c2_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837100884509949;test;0.468372345;10;50;460;8;10;175;continuous
biomed;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125205116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940649729279467;train;1.57710796;8;260;536;6;8;147;binomial
biomed;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125205116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819444444444445;test;1.57710796;8;260;536;6;8;147;binomial
analcatdata_asbestos;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839160839160839;train;0.640122165;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909090909090909;test;0.640122165;3;160;326;3;3;59;binomial
australian;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938417861273702;train;2.24088371333333;10;14;256;11;14;483;binomial
australian;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902858210349337;test;2.24088371333333;10;14;256;11;14;483;binomial
mfeat_factors;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125134028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999864648050407;train;1.89846813;3;160;326;135;135;1400;multinomial
mfeat_factors;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125134028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99588665251058;test;1.89846813;3;160;326;135;135;1400;multinomial
560_bodyfat;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0421272186467305;train;1.62185338666667;10;204;428;1;13;177;continuous
560_bodyfat;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0421932131619659;test;1.62185338666667;10;204;428;1;13;177;continuous
analcatdata_germangss;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.806083692162591;train;0.711875193333333;3;160;326;2;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.717429663646622;test;0.711875193333333;3;160;326;2;5;280;multinomial
635_fri_c0_250_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256335490620567;train;0.606951271666667;3;160;326;10;10;175;continuous
635_fri_c0_250_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.500662401796402;test;0.606951271666667;3;160;326;10;10;175;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820873342687245;train;0.472659248333333;6;150;312;9;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864463971180829;test;0.472659248333333;6;150;312;9;50;700;continuous
mfeat_zernike;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989391866288658;train;23.4405295983333;2;32;96;29;32;1400;multinomial
mfeat_zernike;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126100237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98180085028943;test;23.4405295983333;2;32;96;29;32;1400;multinomial
613_fri_c3_250_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790885037225858;train;0.379634405;6;10;132;5;5;175;continuous
613_fri_c3_250_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818708656901287;test;0.379634405;6;10;132;5;5;175;continuous
dermatology;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125123133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.547304161666667;7;25;272;20;25;257;multinomial
dermatology;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125123133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959313553443108;test;0.547304161666667;7;25;272;20;25;257;multinomial
dis;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.730133199296306;train;1.91225981;20;100;880;5;25;2641;binomial
dis;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.619973190348525;test;1.91225981;20;100;880;5;25;2641;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.544139688249401;train;1.34514303166667;5;200;410;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.527276044517424;test;1.34514303166667;5;200;410;1;1;849;binomial
579_fri_c0_250_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125190613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494489894117427;train;0.260465285;7;25;324;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125190613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516479277822362;test;0.260465285;7;25;324;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831936554494082;train;0.984339025;3;160;326;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126095330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.771381209207517;test;0.984339025;3;160;326;5;5;175;continuous
635_fri_c0_250_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.576825988088034;train;1.18519812166667;5;200;410;9;10;175;continuous
635_fri_c0_250_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468884495536183;test;1.18519812166667;5;200;410;9;10;175;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.551335443389417;train;0.0328560200166667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.497883162768031;test;0.0328560200166667;3;4;32;1;1;849;binomial
617_fri_c3_500_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839223772914684;train;0.144737865016667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82681171113787;test;0.144737865016667;3;25;156;5;5;350;continuous
analcatdata_bankruptcy;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980392156862745;train;0.250751095;3;112;230;2;4;35;binomial
analcatdata_bankruptcy;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910714285714286;test;0.250751095;3;112;230;2;4;35;binomial
waveform_21;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992751223199644;train;6.078424965;14;310;648;21;21;3500;multinomial
waveform_21;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970102718595634;test;6.078424965;14;310;648;21;21;3500;multinomial
haberman;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733554712207464;train;0.741868616666667;3;160;326;3;3;215;binomial
haberman;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.635233918128655;test;0.741868616666667;3;160;326;3;3;215;binomial
analcatdata_happiness;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125183340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778521825396825;train;0.02841372;3;3;24;1;3;42;multinomial
analcatdata_happiness;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125183340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708333333333333;test;0.02841372;3;3;24;1;3;42;multinomial
credit_a;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924986958789776;train;1.39387888666667;7;240;494;13;13;483;binomial
credit_a;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940124270382226;test;1.39387888666667;7;240;494;13;13;483;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932352941176471;train;0.227084725;9;12;212;2;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.625;test;0.227084725;9;12;212;2;3;37;binomial
appendicitis;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873225152129817;train;0.27820874665;10;16;288;2;4;75;binomial
appendicitis;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805555555555556;test;0.27820874665;10;16;288;2;4;75;binomial
analcatdata_cyyoung8092;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908333333333333;train;0.955390698333333;5;200;410;5;7;68;binomial
analcatdata_cyyoung8092;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93;test;0.955390698333333;5;200;410;5;7;68;binomial
spambase;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125094320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985545161760184;train;3.8907834;3;50;136;49;54;3221;binomial
spambase;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125094320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977298186655464;test;3.8907834;3;50;136;49;54;3221;binomial
mfeat_factors;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999976093143621;train;2.98801328666667;3;160;326;135;135;1400;multinomial
mfeat_factors;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995660952661942;test;2.98801328666667;3;160;326;135;135;1400;multinomial
ionosphere;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986615545486232;train;0.263692018333333;3;84;174;32;32;246;binomial
ionosphere;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910636442894507;test;0.263692018333333;3;84;174;32;32;246;binomial
646_fri_c3_500_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761104928356362;train;0.862208498333333;3;160;326;7;10;350;continuous
646_fri_c3_500_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894970988442824;test;0.862208498333333;3;160;326;7;10;350;continuous
yeast;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8988261304851;train;5.48470160501667;5;8;88;7;8;1036;multinomial
yeast;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856254728781652;test;5.48470160501667;5;8;88;7;8;1036;multinomial
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.464285172758949;train;1.32946525666667;5;200;410;41;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50158203849772;test;1.32946525666667;5;200;410;41;50;700;continuous
analcatdata_authorship;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.420621271683333;5;69;222;46;70;589;multinomial
analcatdata_authorship;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999508013561412;test;0.420621271683333;5;69;222;46;70;589;multinomial
557_analcatdata_apnea1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.266300325906317;train;3.880267465;20;341;722;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.272121529236085;test;3.880267465;20;341;722;3;3;333;continuous
calendarDOW;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967375774879044;train;0.696344278316667;17;13;436;13;13;280;multinomial
calendarDOW;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767834235311811;test;0.696344278316667;17;13;436;13;13;280;multinomial
heart_h;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931159420289855;train;1.42318246;7;240;494;9;12;206;binomial
heart_h;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881578947368421;test;1.42318246;7;240;494;9;12;206;binomial
192_vineyard;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125203546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559944670995143;train;0.620128678333333;3;160;326;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125203546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.727354941501366;test;0.620128678333333;3;160;326;1;1;37;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361665084664964;train;2.66255797;5;200;410;48;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436979692257242;test;2.66255797;5;200;410;48;72;742;continuous
irish;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860466264941223;train;0.558900615;3;160;326;4;4;350;binomial
irish;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858967341725963;test;0.558900615;3;160;326;4;4;350;binomial
banana;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.546701382759635;train;0.936418923333333;3;160;326;2;2;3710;binomial
banana;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.533655685644322;test;0.936418923333333;3;160;326;2;2;3710;binomial
522_pm10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836561507021127;train;1.07859126666667;7;14;190;7;7;350;continuous
522_pm10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881886485360922;test;1.07859126666667;7;14;190;7;7;350;continuous
547_no2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.614093960083063;train;0.713824835;3;160;326;7;7;350;continuous
547_no2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660148031011032;test;0.713824835;3;160;326;7;7;350;continuous
analcatdata_creditscore;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.200039413333333;3;6;46;5;6;70;binomial
analcatdata_creditscore;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995215311004785;test;0.200039413333333;3;6;46;5;6;70;binomial
letter;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125190653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978536591671808;train;3.39654770833333;5;16;148;15;16;14000;multinomial
letter;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125190653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978285634601528;test;3.39654770833333;5;16;148;15;16;14000;multinomial
spambase;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986712440725696;train;1.93479220166667;3;160;326;55;55;3221;binomial
spambase;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970757412658405;test;1.93479220166667;3;160;326;55;55;3221;binomial
227_cpu_small;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15929683196075;train;8.23369463833333;7;240;494;10;12;5735;continuous
227_cpu_small;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168960987593661;test;8.23369463833333;7;240;494;10;12;5735;continuous
credit_g;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835614673261242;train;2.0956837;8;244;504;15;20;700;binomial
credit_g;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.762327967091565;test;2.0956837;8;244;504;15;20;700;binomial
prnn_fglass;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959663865546218;train;0.0993259583333333;5;9;96;8;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946645502645503;test;0.0993259583333333;5;9;96;8;9;144;multinomial
690_visualizing_galaxy;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314378521970199;train;0.266910256683333;3;8;60;3;4;227;continuous
690_visualizing_galaxy;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.298192360717612;test;0.266910256683333;3;8;60;3;4;227;continuous
collins;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.02194557666667;10;20;384;13;20;340;multinomial
collins;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836657162282162;test;1.02194557666667;10;20;384;13;20;340;multinomial
allbp;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951565784370364;train;24.3793034933333;8;25;282;2;25;2641;multinomial
allbp;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951988670244484;test;24.3793034933333;8;25;282;2;25;2641;multinomial
wine_quality_red;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789713984487395;train;0.83050424;19;11;426;8;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787403575893344;test;0.83050424;19;11;426;8;11;1120;multinomial
pendigits;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997949337071038;train;15.406086255;12;292;608;16;16;7695;multinomial
pendigits;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996591394223772;test;15.406086255;12;292;608;16;16;7695;multinomial
631_fri_c1_500_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125150028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.172297982432555;train;2.06518903;14;326;680;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125150028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350151633940145;test;2.06518903;14;326;680;5;5;350;continuous
bupa;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731008547008547;train;0.42936826;12;20;414;5;5;242;binomial
bupa;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.618401206636501;test;0.42936826;12;20;414;5;5;242;binomial
706_sleuth_case1202;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126101245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.546439281753389;train;0.62965058;12;30;554;4;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126101245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495449336064058;test;0.62965058;12;30;554;4;6;66;continuous
dermatology;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999795186891961;train;0.815212716666667;3;160;326;25;25;257;multinomial
dermatology;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997933723196881;test;0.815212716666667;3;160;326;25;25;257;multinomial
cars;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.578178535;3;160;326;1;6;275;multinomial
cars;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970654989063687;test;0.578178535;3;160;326;1;6;275;multinomial
hungarian;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904538341158059;train;0.772303571666667;3;160;326;5;12;206;binomial
hungarian;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913477088948787;test;0.772303571666667;3;160;326;5;12;206;binomial
wine_recognition;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998388829215897;train;1.01096997833333;5;13;138;6;13;125;multinomial
wine_recognition;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998556998556998;test;1.01096997833333;5;13;138;6;13;125;multinomial
labor;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.254138358333333;3;15;98;5;15;40;binomial
labor;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971428571428571;test;0.254138358333333;3;15;98;5;15;40;binomial
591_fri_c1_100_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732446123030322;train;0.903504331666667;3;160;326;8;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.0588805636566;test;0.903504331666667;3;160;326;8;10;70;continuous
ionosphere;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945967222500537;train;4.01196133833333;20;500;1040;7;32;246;binomial
ionosphere;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866852146263911;test;4.01196133833333;20;500;1040;7;32;246;binomial
613_fri_c3_250_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78752051516483;train;0.384210311666667;5;10;112;4;5;175;continuous
613_fri_c3_250_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807925754633007;test;0.384210311666667;5;10;112;4;5;175;continuous
690_visualizing_galaxy;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.109722245830006;train;1.09157545;6;220;452;4;4;227;continuous
690_visualizing_galaxy;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149372092472167;test;1.09157545;6;220;452;4;4;227;continuous
1089_USCrime;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.367884203393344;train;0.418143276666667;9;30;416;5;6;33;continuous
1089_USCrime;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539461614357444;test;0.418143276666667;9;30;416;5;6;33;continuous
519_vinnie;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480345961427316;train;1.01023640666667;3;160;326;2;2;266;continuous
519_vinnie;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460408525060968;test;1.01023640666667;3;160;326;2;2;266;continuous
vowel;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968737073547143;train;3.95467691;14;236;500;9;13;693;multinomial
vowel;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956423727530234;test;3.95467691;14;236;500;9;13;693;multinomial
churn;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862923796525406;train;0.271564578333333;3;60;166;10;15;3500;binomial
churn;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855592469545958;test;0.271564578333333;3;60;166;10;15;3500;binomial
movement_libras;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985737716464103;train;26.8302622333333;7;20;220;18;20;252;multinomial
movement_libras;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943308138070043;test;26.8302622333333;7;20;220;18;20;252;multinomial
589_fri_c2_1000_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126100100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812929197203539;train;0.704762883333333;3;160;326;5;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126100100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821511967082723;test;0.704762883333333;3;160;326;5;25;700;continuous
glass2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125142812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.774349667271627;train;0.60112464;8;9;148;2;9;115;binomial
glass2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125142812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.607985480943739;test;0.60112464;8;9;148;2;9;115;binomial
buggyCrx;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126101030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914207310759035;train;1.39778563;5;13;134;5;13;483;binomial
buggyCrx;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126101030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918418514946962;test;1.39778563;5;13;134;5;13;483;binomial
wine_recognition;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998646174224716;train;0.680462115;3;160;326;13;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.680462115;3;160;326;13;13;125;multinomial
haberman;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.727809403331225;train;0.1502036;3;3;24;2;3;215;binomial
haberman;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66922514619883;test;0.1502036;3;3;24;2;3;215;binomial
621_fri_c0_100_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541206197469936;train;0.743171123333333;12;50;554;10;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.551434450811046;test;0.743171123333333;12;50;554;10;10;70;continuous
page_blocks;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983675290915825;train;0.271995948333333;8;7;120;4;7;3832;multinomial
page_blocks;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969497059363619;test;0.271995948333333;8;7;120;4;7;3832;multinomial
spambase;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.809096706502588;train;5.917617505;9;53;388;7;54;3221;binomial
spambase;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780876107718019;test;5.917617505;9;53;388;7;54;3221;binomial
breast;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990123523480265;train;0.914831145;3;160;326;3;9;490;binomial
breast;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991737334203088;test;0.914831145;3;160;326;3;9;490;binomial
653_fri_c0_250_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473427288308476;train;3.01897823;14;50;612;19;25;175;continuous
653_fri_c0_250_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458986421566394;test;3.01897823;14;50;612;19;25;175;continuous
mfeat_factors;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999993256448009;train;25.5215301016667;3;66;138;134;134;1400;multinomial
mfeat_factors;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998577146384842;test;25.5215301016667;3;66;138;134;134;1400;multinomial
clean2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126110931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973790530563162;train;0.55349253;3;80;166;99;104;4619;binomial
clean2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126110931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967510271341565;test;0.55349253;3;80;166;99;104;4619;binomial
608_fri_c3_1000_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838987514567778;train;0.355717481666667;7;50;334;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835244832907997;test;0.355717481666667;7;50;334;5;10;700;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784821543099758;train;0.334437865;7;25;324;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858562044102365;test;0.334437865;7;25;324;5;5;175;continuous
666_rmftsa_ladata;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.538261120419801;train;1.469808185;19;50;838;9;10;356;continuous
666_rmftsa_ladata;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.647261723342436;test;1.469808185;19;50;838;9;10;356;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832760608600799;train;1.26085884833333;5;200;410;17;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828360214659585;test;1.26085884833333;5;200;410;17;50;700;continuous
flags;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125102003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889342145949289;train;4.35998144666667;20;500;1040;8;39;125;multinomial
flags;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125102003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.695354938271605;test;4.35998144666667;20;500;1040;8;39;125;multinomial
allhypo;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759349533627884;train;1.57690278831667;17;25;722;7;25;2639;multinomial
allhypo;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789501329431885;test;1.57690278831667;17;25;722;7;25;2639;multinomial
522_pm10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827908784603036;train;1.48005297666667;6;220;452;4;7;350;continuous
522_pm10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860124180161975;test;1.48005297666667;6;220;452;4;7;350;continuous
ring;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993015851717673;train;7.09454465;14;348;724;20;20;5180;binomial
ring;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98750019277926;test;7.09454465;14;348;724;20;20;5180;binomial
vehicle;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929612234755595;train;0.203118796666667;7;13;182;12;13;593;multinomial
vehicle;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907241514601636;test;0.203118796666667;7;13;182;12;13;593;multinomial
titanic;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802456730617525;train;0.797023313333333;12;32;536;8;8;1545;binomial
titanic;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813436459489456;test;0.797023313333333;12;32;536;8;8;1545;binomial
banana;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551601637889104;train;0.8159587;3;160;326;2;2;3710;binomial
banana;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.53001379121657;test;0.8159587;3;160;326;2;2;3710;binomial
glass2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125142812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82032667876588;train;0.15519353165;3;36;166;6;9;115;binomial
glass2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125142812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.582577132486389;test;0.15519353165;3;36;166;6;9;115;binomial
sleep;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88764211579305;train;2.2723176;3;13;78;11;13;74136;multinomial
sleep;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.884660367007611;test;2.2723176;3;13;78;11;13;74136;multinomial
hypothyroid;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927399404139105;train;0.246339613333333;3;63;166;16;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913716814159292;test;0.246339613333333;3;63;166;16;20;2215;binomial
4544_GeographicalOriginalofMusic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337971133358925;train;7.78697865001667;12;340;704;49;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.453908534584331;test;7.78697865001667;12;340;704;49;72;742;continuous
663_rabe_266;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.08328920950838;train;1.80812054666667;10;300;620;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.108334287777537;test;1.80812054666667;10;300;620;2;2;84;continuous
mnist;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994037947219327;train;124.944667716683;0;100;200;523;526;49000;multinomial
mnist;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992675112297918;test;124.944667716683;0;100;200;523;526;49000;multinomial
movement_libras;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126103839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985345986494969;train;33.13634362;7;22;264;15;22;252;multinomial
movement_libras;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126103839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935802559118886;test;33.13634362;7;22;264;15;22;252;multinomial
analcatdata_bankruptcy;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980392156862745;train;1.65396686;14;297;622;2;4;35;binomial
analcatdata_bankruptcy;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910714285714286;test;1.65396686;14;297;622;2;4;35;binomial
612_fri_c1_1000_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854588384551592;train;0.261747418333333;7;25;324;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834841669652894;test;0.261747418333333;7;25;324;5;5;700;continuous
mfeat_factors;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998889444167;train;26.0084327833333;3;66;138;135;135;1400;multinomial
mfeat_factors;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99957781562298;test;26.0084327833333;3;66;138;135;135;1400;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.636760920312962;train;1.99362361166667;3;160;326;1;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.550533211480246;test;1.99362361166667;3;160;326;1;11;3429;multinomial
201_pol;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186262414809855;train;18.5594646633333;17;376;786;20;26;10500;continuous
201_pol;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213551656827716;test;18.5594646633333;17;376;786;20;26;10500;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.541070826415979;train;1.56321155;8;223;462;5;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66715696774252;test;1.56321155;8;223;462;5;6;66;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797692475321375;train;0.182959576666667;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86715595612392;test;0.182959576666667;3;85;176;5;25;700;continuous
210_cloud;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.289802060129922;train;0.21169629835;5;25;240;3;5;76;continuous
210_cloud;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292676088841699;test;0.21169629835;5;25;240;3;5;76;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173574187751511;train;5.33413543666667;16;372;776;7;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307531831959874;test;5.33413543666667;16;372;776;7;25;700;continuous
agaricus_lepiota;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999935313767042;train;1.53797372;3;160;326;18;20;5702;binomial
agaricus_lepiota;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999909395486687;test;1.53797372;3;160;326;18;20;5702;binomial
607_fri_c4_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825411203879382;train;1.05618616;7;100;318;6;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863733264104473;test;1.05618616;7;100;318;6;50;700;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444520672756647;train;1.913049035;7;50;318;24;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483516151564803;test;1.913049035;7;50;318;24;25;175;continuous
562_cpu_small;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.317542921078898;train;1.06901984833333;5;24;196;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336699292363497;test;1.06901984833333;5;24;196;3;12;5735;continuous
analcatdata_boxing2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126092844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.692307692307692;train;3.95185521;20;426;892;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126092844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.681818181818182;test;3.95185521;20;426;892;1;3;93;binomial
542_pollution;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523167548726503;train;0.664997945;3;160;326;10;10;42;continuous
542_pollution;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.541707157753583;test;0.664997945;3;160;326;10;10;42;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.77718275346249;train;1.74616508333333;7;224;462;42;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847348530516891;test;1.74616508333333;7;224;462;42;50;700;continuous
australian;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986301608299102;train;0.999588661666667;3;160;326;13;13;483;binomial
australian;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941447368421053;test;0.999588661666667;3;160;326;13;13;483;binomial
collins;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.233870761666667;3;20;102;2;20;340;multinomial
collins;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996649184149184;test;0.233870761666667;3;20;102;2;20;340;multinomial
1193_BNG_lowbwt;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.609290957855781;train;10.0949008316667;9;45;418;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608129509470425;test;10.0949008316667;9;45;418;9;9;21773;continuous
allhypo;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834758979591837;train;27.0512780716667;8;25;338;8;25;2639;multinomial
allhypo;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829597273367738;test;27.0512780716667;8;25;338;8;25;2639;multinomial
hungarian;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935060253373159;train;0.693898323333333;3;160;326;10;12;206;binomial
hungarian;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.853443526170799;test;0.693898323333333;3;160;326;10;12;206;binomial
iris;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924789915966387;train;0.733785656666667;3;160;326;2;3;105;multinomial
iris;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878670634920635;test;0.733785656666667;3;160;326;2;3;105;multinomial
texture;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999641014721422;train;0.507181138333333;3;14;94;10;14;3850;multinomial
texture;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998680609384383;test;0.507181138333333;3;14;94;10;14;3850;multinomial
ecoli;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125125739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974146420633349;train;1.43986607833333;8;5;86;4;5;229;multinomial
ecoli;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125125739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981989146119581;test;1.43986607833333;8;5;86;4;5;229;multinomial
pima;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829303594009476;train;0.897935441666667;8;8;136;7;8;538;binomial
pima;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.847377578921203;test;0.897935441666667;8;8;136;7;8;538;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904267589388697;train;0.408240960016667;7;7;106;4;7;68;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935064935064935;test;0.408240960016667;7;7;106;4;7;68;binomial
542_pollution;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566987455756464;train;0.5509316;9;50;418;8;10;42;continuous
542_pollution;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.562987827728242;test;0.5509316;9;50;418;8;10;42;continuous
clean1;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.511398813333333;3;112;230;1;95;334;binomial
clean1;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.511398813333333;3;112;230;1;95;334;binomial
bupa;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.657531437944232;train;0.628517898333333;3;160;326;5;5;242;binomial
bupa;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.568627450980392;test;0.628517898333333;3;160;326;5;5;242;binomial
583_fri_c1_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867738397511241;train;0.710750665;3;160;326;10;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873272507975799;test;0.710750665;3;160;326;10;50;700;continuous
1030_ERA;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.715640831064776;train;2.353866495;20;382;804;4;4;700;continuous
1030_ERA;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.771158247522912;test;2.353866495;20;382;804;4;4;700;continuous
nikuradse_1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477318322984741;train;0.62850253;3;160;326;2;2;254;continuous
nikuradse_1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466181682503297;test;0.62850253;3;160;326;2;2;254;continuous
1193_BNG_lowbwt;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125210210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.616602458637247;train;2.54595969;3;18;96;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125210210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610052377982788;test;2.54595969;3;18;96;9;9;21773;continuous
ecoli;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981907385831008;train;0.82705569;3;6;44;5;6;229;multinomial
ecoli;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961653130761511;test;0.82705569;3;6;44;5;6;229;multinomial
613_fri_c3_250_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124204020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183403158407368;train;1.54714320666667;9;280;578;4;4;175;continuous
613_fri_c3_250_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124204020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3775871395885;test;1.54714320666667;9;280;578;4;4;175;continuous
crx;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924974129010003;train;1.47181130333333;6;13;164;10;13;483;binomial
crx;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903600464576074;test;1.47181130333333;6;13;164;10;13;483;binomial
665_sleuth_case2002;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125131058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.656148757933682;train;1.02902934166667;10;12;256;3;6;103;continuous
665_sleuth_case2002;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125131058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.789241057757748;test;1.02902934166667;10;12;256;3;6;103;continuous
shuttle;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125193208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945296679581082;train;1.52808156166667;5;8;88;6;8;40600;multinomial
shuttle;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125193208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956514450722224;test;1.52808156166667;5;8;88;6;8;40600;multinomial
657_fri_c2_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765721875925453;train;0.37446792;8;50;376;8;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.898785722289569;test;0.37446792;8;50;376;8;10;175;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792738008420923;train;0.217812463333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839978833112384;test;0.217812463333333;3;10;72;5;5;700;continuous
horse_colic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911591863093316;train;0.704619;10;82;468;5;22;258;binomial
horse_colic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.840756451042771;test;0.704619;10;82;468;5;22;258;binomial
608_fri_c3_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836680330050934;train;1.380085855;10;20;402;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832257242157076;test;1.380085855;10;20;402;5;10;700;continuous
heart_statlog;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938006300630063;train;1.41849065666667;7;240;494;8;13;189;binomial
heart_statlog;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933035714285714;test;1.41849065666667;7;240;494;8;13;189;binomial
650_fri_c0_500_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484550285313273;train;1.55453165998333;7;240;494;38;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.542261181961896;test;1.55453165998333;7;240;494;38;50;350;continuous
603_fri_c0_250_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125094510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459276425238377;train;0.469929301666667;6;150;312;38;50;175;continuous
603_fri_c0_250_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125094510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491189161727099;test;0.469929301666667;6;150;312;38;50;175;continuous
622_fri_c2_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807567702624272;train;1.34847051333333;5;200;410;5;50;700;continuous
622_fri_c2_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868198721241435;test;1.34847051333333;5;200;410;5;50;700;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238705647732223;train;1.302394375;5;200;410;7;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457935666478063;test;1.302394375;5;200;410;7;25;175;continuous
confidence;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901224279835391;train;0.605327883333333;3;160;326;1;1;51;multinomial
confidence;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125193158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933333333333333;test;0.605327883333333;3;160;326;1;1;51;multinomial
allhypo;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.839001224489796;train;31.6942862449833;11;25;466;25;25;2639;multinomial
allhypo;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834053942856383;test;31.6942862449833;11;25;466;25;25;2639;multinomial
saheart;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784439359267735;train;1.12960815666667;10;204;428;7;9;324;binomial
saheart;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.77299880525687;test;1.12960815666667;10;204;428;7;9;324;binomial
heart_h;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947570332480819;train;0.422290021666667;6;48;292;10;12;206;binomial
heart_h;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897894736842105;test;0.422290021666667;6;48;292;10;12;206;binomial
658_fri_c3_250_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882452913494146;train;2.36835490666667;10;50;444;22;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831048282730736;test;2.36835490666667;10;50;444;22;25;175;continuous
wdbc;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990163934426229;train;0.389216165;5;74;250;8;22;399;binomial
wdbc;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994721316565751;test;0.389216165;5;74;250;8;22;399;binomial
credit_g;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824418110114445;train;1.490555;17;80;754;12;20;700;binomial
credit_g;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753484133790738;test;1.490555;17;80;754;12;20;700;binomial
allhyper;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125141121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970004943325755;train;30.4046037483333;6;25;244;18;25;2640;multinomial
allhyper;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125141121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987165517390927;test;30.4046037483333;6;25;244;18;25;2640;multinomial
192_vineyard;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580935507466634;train;0.0337799216666667;3;5;40;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566335567419173;test;0.0337799216666667;3;5;40;1;1;37;continuous
texture;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999489160625389;train;4.542208565;7;192;398;13;13;3850;multinomial
texture;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998182474489986;test;4.542208565;7;192;398;13;13;3850;multinomial
contraceptive;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732043373502685;train;1.28264511666667;3;160;326;9;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704462835294584;test;1.28264511666667;3;160;326;9;9;1032;multinomial
621_fri_c0_100_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.548157670678293;train;1.74575465165;8;260;536;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.419644429962029;test;1.74575465165;8;260;536;10;10;70;continuous
589_fri_c2_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261306942455338;train;1.10630857833333;3;160;326;5;25;700;continuous
589_fri_c2_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.334794191912027;test;1.10630857833333;3;160;326;5;25;700;continuous
656_fri_c1_100_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262370715210127;train;0.723486766666667;3;160;326;4;5;70;continuous
656_fri_c1_100_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44693077379145;test;0.723486766666667;3;160;326;4;5;70;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124193845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810831562565156;train;0.252503725;6;50;292;5;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124193845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783443261648282;test;0.252503725;6;50;292;5;10;175;continuous
analcatdata_lawsuit;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977443609022556;train;0.677286618333333;3;160;326;1;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966216216216216;test;0.677286618333333;3;160;326;1;4;185;binomial
cleve;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955652328474938;train;0.781953153333333;3;160;326;13;13;213;binomial
cleve;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897461423593828;test;0.781953153333333;3;160;326;13;13;213;binomial
breast_cancer;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.824054373522459;train;3.95169150833333;20;500;1040;9;9;201;binomial
breast_cancer;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.716;test;3.95169150833333;20;500;1040;9;9;201;binomial
german;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813623749218261;train;1.825885825;20;80;880;10;20;700;binomial
german;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.761705685618729;test;1.825885825;20;80;880;10;20;700;binomial
644_fri_c4_250_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840835938479354;train;1.67275351;7;240;494;16;24;175;continuous
644_fri_c4_250_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824549132434034;test;1.67275351;7;240;494;16;24;175;continuous
phoneme;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982806018515406;train;9.226170945;14;348;724;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947947936859596;test;9.226170945;14;348;724;5;5;3783;binomial
vowel;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125131841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999248163507705;train;1.42610819;3;160;326;8;13;693;multinomial
vowel;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125131841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990958019609872;test;1.42610819;3;160;326;8;13;693;multinomial
fars;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819971772478045;train;65.6435450816667;0;5;10;10;21;70678;multinomial
fars;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842145593873963;test;65.6435450816667;0;5;10;10;21;70678;multinomial
653_fri_c0_250_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124190436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439688031937155;train;0.266382353333333;5;120;270;21;25;175;continuous
653_fri_c0_250_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124190436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503859124977614;test;0.266382353333333;5;120;270;21;25;175;continuous
adult;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898050966421048;train;41.376655675;2;12;56;9;12;34190;binomial
adult;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89427210357824;test;41.376655675;2;12;56;9;12;34190;binomial
heart_statlog;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961809502159582;train;0.707393023333333;3;160;326;5;13;189;binomial
heart_statlog;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855036855036855;test;0.707393023333333;3;160;326;5;13;189;binomial
analcatdata_happiness;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836813186813187;train;3.326099935;20;500;1040;1;3;42;multinomial
analcatdata_happiness;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.632539682539683;test;3.326099935;20;500;1040;1;3;42;multinomial
glass2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124184747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.687005477784541;train;0.491438795;5;9;98;1;9;115;binomial
glass2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124184747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.559130434782609;test;0.491438795;5;9;98;1;9;115;binomial
607_fri_c4_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825570207747215;train;1.48926849;7;240;494;15;50;700;continuous
607_fri_c4_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848472169816562;test;1.48926849;7;240;494;15;50;700;continuous
twonorm;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997508115953783;train;1.28746629833333;3;160;326;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99868064131387;test;1.28746629833333;3;160;326;20;20;5180;binomial
australian;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126115025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932937181663837;train;0.6167269;8;56;376;10;14;483;binomial
australian;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126115025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918803418803419;test;0.6167269;8;56;376;10;14;483;binomial
new_thyroid;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999109924343569;train;0.0536194383333333;3;5;36;3;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0536194383333333;3;5;36;3;5;151;multinomial
backache;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125203329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815909090909091;train;3.680246655;16;31;658;19;31;126;binomial
backache;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125203329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.639506172839506;test;3.680246655;16;31;658;19;31;126;binomial
cleve;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125190808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.962360761767876;train;1.42486937666667;6;13;152;12;13;213;binomial
cleve;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125190808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852766798418972;test;1.42486937666667;6;13;152;12;13;213;binomial
saheart;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.797670064489287;train;0.61396796;11;36;490;8;9;324;binomial
saheart;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784229390681004;test;0.61396796;11;36;490;8;9;324;binomial
analcatdata_creditscore;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99;train;0.420579701666667;3;128;262;6;6;70;binomial
analcatdata_creditscore;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.420579701666667;3;128;262;6;6;70;binomial
596_fri_c2_250_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826131079626011;train;0.288800955;6;25;282;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79431306726487;test;0.288800955;6;25;282;5;5;175;continuous
adult;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90511555934763;train;3.56245991831667;9;48;418;9;12;34190;binomial
adult;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900992933277202;test;3.56245991831667;9;48;418;9;12;34190;binomial
cleveland;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959747569444444;train;3.43716185;17;440;914;11;13;213;multinomial
cleveland;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.692178853754941;test;3.43716185;17;440;914;11;13;213;multinomial
651_fri_c0_100_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.68231254089125;train;0.563068556666667;8;125;396;12;25;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.589573117102365;test;0.563068556666667;8;125;396;12;25;70;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796813083652453;train;36.8752339833333;1;120;242;16;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798172647547903;test;36.8752339833333;1;120;242;16;18;700000;continuous
banana;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978028370362183;train;2.25867722835;3;160;326;2;2;3710;binomial
banana;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964533967881559;test;2.25867722835;3;160;326;2;2;3710;binomial
586_fri_c3_1000_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253924372059703;train;1.37158374;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324327189704439;test;1.37158374;3;160;326;5;25;700;continuous
635_fri_c0_250_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335298993263899;train;1.59550477166667;8;260;536;8;10;175;continuous
635_fri_c0_250_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508680405948158;test;1.59550477166667;8;260;536;8;10;175;continuous
Hill_Valley_without_noise;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.71667092431748;train;2.910559225;20;442;926;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5019916656453;test;2.910559225;20;442;926;1;1;849;binomial
605_fri_c2_250_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.752810344263517;train;0.87178246;3;160;326;19;25;175;continuous
605_fri_c2_250_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.898062688195101;test;0.87178246;3;160;326;19;25;175;continuous
calendarDOW;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126110727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8997449608079;train;16.644571045;6;14;180;12;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126110727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841530101916127;test;16.644571045;6;14;180;12;14;280;multinomial
344_mv;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454682057474341;train;0.217288974983333;3;45;166;5;9;28538;continuous
344_mv;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.450653873741518;test;0.217288974983333;3;45;166;5;9;28538;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807262128071125;train;1.93680924166667;9;242;502;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869429275201555;test;1.93680924166667;9;242;502;5;10;700;continuous
adult;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883364866428548;train;19.51096062;3;12;76;5;12;34190;binomial
adult;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879755992401964;test;19.51096062;3;12;76;5;12;34190;binomial
allrep;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96636103041574;train;1.19956809166667;13;24;542;15;24;2641;multinomial
allrep;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885056093467912;test;1.19956809166667;13;24;542;15;24;2641;multinomial
adult;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898353534987272;train;24.7013398766667;11;256;534;9;12;34190;binomial
adult;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894509123355931;test;24.7013398766667;11;256;534;9;12;34190;binomial
579_fri_c0_250_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508849767323079;train;0.225596576666667;6;25;282;5;5;175;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49273068436581;test;0.225596576666667;6;25;282;5;5;175;continuous
605_fri_c2_250_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.749854143464549;train;3.22750535833333;12;50;528;22;25;175;continuous
605_fri_c2_250_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840459586617563;test;3.22750535833333;12;50;528;22;25;175;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843419452529467;train;0.29003678;6;25;292;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.15153568256967;test;0.29003678;6;25;292;2;5;70;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238799400606989;train;3.85625670833333;6;220;452;6;25;700;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393600173730854;test;3.85625670833333;6;220;452;6;25;700;continuous
agaricus_lepiota;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.415294481666667;3;48;102;20;20;5702;binomial
agaricus_lepiota;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.415294481666667;3;48;102;20;20;5702;binomial
1089_USCrime;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.42462078420714;train;0.0901921466666667;5;4;48;2;2;33;continuous
1089_USCrime;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.355848199430593;test;0.0901921466666667;5;4;48;2;2;33;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.215575386023096;train;0.222662758333333;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.20928701634284;test;0.222662758333333;3;6;48;3;3;333;continuous
analcatdata_cyyoung8092;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124161146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914663461538461;train;0.551372018333333;3;160;326;6;7;68;binomial
analcatdata_cyyoung8092;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124161146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904761904761905;test;0.551372018333333;3;160;326;6;7;68;binomial
596_fri_c2_250_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795299045680578;train;0.280211816666667;3;10;72;5;5;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862025910919415;test;0.280211816666667;3;10;72;5;5;175;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808029455709492;train;1.30553764;5;200;410;10;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865216366102516;test;1.30553764;5;200;410;10;10;700;continuous
505_tecator;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0946436909594435;train;1.139156425;6;36;276;13;18;168;continuous
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225_puma8NH;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124182810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475882775837423;train;5.86648502;5;200;410;8;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124182810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.557152100409545;test;5.86648502;5;200;410;8;8;5735;continuous
optdigits;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125120820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999128615032137;train;8.98516201;3;160;326;47;61;3934;multinomial
optdigits;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125120820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998636058084123;test;8.98516201;3;160;326;47;61;3934;multinomial
605_fri_c2_250_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824268225474722;train;0.951447615;13;125;606;9;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871096997085022;test;0.951447615;13;125;606;9;25;175;continuous
192_vineyard;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.636993980112318;train;1.00840003;5;200;410;2;2;37;continuous
192_vineyard;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.653804033801095;test;1.00840003;5;200;410;2;2;37;continuous
spectf;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996992892290869;train;0.988355338333333;3;160;326;37;44;245;binomial
spectf;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928513071895425;test;0.988355338333333;3;160;326;37;44;245;binomial
529_pollen;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423787968779208;train;1.793090725;3;160;326;4;4;2694;continuous
529_pollen;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496915849549691;test;1.793090725;3;160;326;4;4;2694;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221366669653999;train;4.321792095;20;447;934;14;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.519461351788688;test;4.321792095;20;447;934;14;25;350;continuous
analcatdata_lawsuit;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996628131021195;train;0.208647406666667;3;4;30;4;4;185;binomial
analcatdata_lawsuit;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.208647406666667;3;4;30;4;4;185;binomial
192_vineyard;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.532958363236492;train;0.0790459733333333;3;4;32;2;2;37;continuous
192_vineyard;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.573273788047925;test;0.0790459733333333;3;4;32;2;2;37;continuous
591_fri_c1_100_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271730800699739;train;0.54661877;3;160;326;10;10;70;continuous
591_fri_c1_100_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661700519424431;test;0.54661877;3;160;326;10;10;70;continuous
cloud;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.552400604510579;train;0.253831531666667;3;6;44;1;6;76;multinomial
cloud;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.478880070546737;test;0.253831531666667;3;6;44;1;6;76;multinomial
wine_quality_white;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906869552946307;train;10.290658465;20;388;816;10;11;3429;multinomial
wine_quality_white;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.756283541655928;test;10.290658465;20;388;816;10;11;3429;multinomial
195_auto_price;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.374663021070491;train;0.735793223333333;13;50;596;7;10;112;continuous
195_auto_price;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513799154839606;test;0.735793223333333;13;50;596;7;10;112;continuous
churn;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851416880842208;train;5.01217654;6;15;190;8;15;3500;binomial
churn;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853835577738017;test;5.01217654;6;15;190;8;15;3500;binomial
sonar;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943233082706767;train;6.52882494833333;18;59;768;56;59;146;binomial
sonar;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891005291005291;test;6.52882494833333;18;59;768;56;59;146;binomial
542_pollution;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482250811122576;train;1.26614646;6;220;452;8;10;42;continuous
542_pollution;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.642526317402302;test;1.26614646;6;220;452;8;10;42;continuous
197_cpu_act;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126090340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147172297950568;train;4.83251573333333;3;160;326;10;17;5735;continuous
197_cpu_act;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126090340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165481386699215;test;4.83251573333333;3;160;326;10;17;5735;continuous
irish;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911584265608084;train;2.85879510666667;20;460;962;3;4;350;binomial
irish;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.803874092009685;test;2.85879510666667;20;460;962;3;4;350;binomial
magic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93646624088674;train;12.6171442233333;3;160;326;9;9;13314;binomial
magic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910550450666416;test;12.6171442233333;3;160;326;9;9;13314;binomial
599_fri_c2_1000_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79364755810504;train;0.100274195;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848791783569043;test;0.100274195;3;25;156;5;5;700;continuous
irish;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852587463556851;train;0.180575706666667;3;4;30;4;4;350;binomial
irish;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89454806312769;test;0.180575706666667;3;4;30;4;4;350;binomial
spambase;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986886700737609;train;2.16968110833333;3;160;326;55;55;3221;binomial
spambase;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964607496856881;test;2.16968110833333;3;160;326;55;55;3221;binomial
segmentation;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999586200790559;train;1.64078900666667;3;160;326;9;14;1617;multinomial
segmentation;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998287436747497;test;1.64078900666667;3;160;326;9;14;1617;multinomial
505_tecator;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0778315369099449;train;0.883067951666667;3;36;150;18;18;168;continuous
505_tecator;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.110863966993368;test;0.883067951666667;3;36;150;18;18;168;continuous
agaricus_lepiota;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.342276021666667;3;48;102;10;20;5702;binomial
agaricus_lepiota;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.342276021666667;3;48;102;10;20;5702;binomial
294_satellite_image;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451956293475334;train;2.34024185;6;220;452;20;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470787227421967;test;2.34024185;6;220;452;20;25;4505;continuous
analcatdata_boxing1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67283950617284;train;1.11351234;5;200;410;2;3;84;binomial
analcatdata_boxing1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.622222222222222;test;1.11351234;5;200;410;2;3;84;binomial
glass;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882437260618533;train;0.148883405;7;9;126;3;9;144;multinomial
glass;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89206746031746;test;0.148883405;7;9;126;3;9;144;multinomial
mfeat_morphological;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919582433819437;train;1.31130846;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919540221465026;test;1.31130846;3;160;326;2;2;1400;multinomial
auto;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871188839341013;train;0.807977595;3;160;326;21;21;142;multinomial
auto;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85609410430839;test;0.807977595;3;160;326;21;21;142;multinomial
594_fri_c2_100_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853952690082863;train;0.18989483;3;10;76;3;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893869426747512;test;0.18989483;3;10;76;3;5;70;continuous
flags;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859057449582087;train;1.82949839333333;7;240;494;28;39;125;multinomial
flags;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720142602495544;test;1.82949839333333;7;240;494;28;39;125;multinomial
646_fri_c3_500_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803289422252753;train;1.626598335;10;20;404;5;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815676799662482;test;1.626598335;10;20;404;5;10;350;continuous
breast_cancer;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125094534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757624113475177;train;0.479533253333333;9;36;410;3;9;201;binomial
breast_cancer;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125094534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.665;test;0.479533253333333;9;36;410;3;9;201;binomial
ann_thyroid;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984600478192812;train;0.288477685;3;21;132;6;21;5040;multinomial
ann_thyroid;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974472655321041;test;0.288477685;3;21;132;6;21;5040;multinomial
522_pm10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845121599556614;train;0.31888734;6;35;292;6;7;350;continuous
522_pm10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834937000707133;test;0.31888734;6;35;292;6;7;350;continuous
Hill_Valley_without_noise;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124191307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.66136250069402;train;1.42994001666667;7;240;494;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124191307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.495915578499848;test;1.42994001666667;7;240;494;1;1;849;binomial
1096_FacultySalaries;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124191742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.305750281439322;train;0.0648588316666667;3;4;32;2;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124191742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.57833375254254;test;0.0648588316666667;3;4;32;2;2;35;continuous
597_fri_c2_500_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822008702320573;train;1.04114859833333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802173563430882;test;1.04114859833333;3;160;326;5;5;350;continuous
634_fri_c2_100_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.670386321962718;train;0.29390173;6;45;302;9;9;70;continuous
634_fri_c2_100_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.918466298077196;test;0.29390173;6;45;302;9;9;70;continuous
tokyo1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973254721011706;train;1.05677714666667;6;21;212;8;21;672;binomial
tokyo1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95849158979924;test;1.05677714666667;6;21;212;8;21;672;binomial
glass2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825363196125908;train;1.15473497333333;13;9;244;5;9;115;binomial
glass2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.776785714285714;test;1.15473497333333;13;9;244;5;9;115;binomial
sleep;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864541978757522;train;2.64573827498333;5;13;132;9;13;74136;multinomial
sleep;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864725163741184;test;2.64573827498333;5;13;132;9;13;74136;multinomial
653_fri_c0_250_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461284180622501;train;1.977274435;7;50;318;20;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509620623891363;test;1.977274435;7;50;318;20;25;175;continuous
574_house_16H;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478072359569463;train;6.406270075;6;30;270;14;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484028155870532;test;6.406270075;6;30;270;14;15;15949;continuous
german;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848698153919923;train;1.96778417;9;280;578;13;20;700;binomial
german;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.783967168262654;test;1.96778417;9;280;578;13;20;700;binomial
satimage;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979186733137123;train;34.98350633;4;25;150;25;25;4505;multinomial
satimage;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982110459406405;test;34.98350633;4;25;150;25;25;4505;multinomial
225_puma8NH;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.744397648847477;train;1.31276801666667;3;160;326;5;8;5735;continuous
225_puma8NH;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732552978553926;test;1.31276801666667;3;160;326;5;8;5735;continuous
sonar;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125141610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976726726726727;train;1.37135883333333;7;240;494;41;59;146;binomial
sonar;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125141610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816216216216216;test;1.37135883333333;7;240;494;41;59;146;binomial
581_fri_c3_500_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804022914571525;train;3.25833260333333;11;50;486;22;25;350;continuous
581_fri_c3_500_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.778763138867466;test;3.25833260333333;11;50;486;22;25;350;continuous
228_elusage;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271977763025374;train;0.584987738333333;3;160;326;1;1;39;continuous
228_elusage;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.546131868408661;test;0.584987738333333;3;160;326;1;1;39;continuous
heart_c;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937678062678063;train;0.166602005;3;52;166;11;13;213;binomial
heart_c;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841269841269841;test;0.166602005;3;52;166;11;13;213;binomial
sonar;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897089201877934;train;1.96116950833333;20;233;888;17;60;146;binomial
sonar;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849358974358974;test;1.96116950833333;20;233;888;17;60;146;binomial
633_fri_c0_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487263152366826;train;0.798670658316667;3;160;326;8;25;350;continuous
633_fri_c0_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513911627251822;test;0.798670658316667;3;160;326;8;25;350;continuous
analcatdata_boxing1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907716049382716;train;1.36422103166667;9;280;578;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857638888888889;test;1.36422103166667;9;280;578;1;3;84;binomial
allhypo;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847044444024075;train;4.06300663666667;8;260;536;12;24;2639;multinomial
allhypo;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781676116172154;test;4.06300663666667;8;260;536;12;24;2639;multinomial
biomed;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988663967611336;train;1.53880188833333;7;240;494;7;8;147;binomial
biomed;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981047937569677;test;1.53880188833333;7;240;494;7;8;147;binomial
analcatdata_japansolvent;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891176470588235;train;0.127742748333333;5;3;36;2;3;37;binomial
analcatdata_japansolvent;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821428571428571;test;0.127742748333333;5;3;36;2;3;37;binomial
allbp;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97868783859518;train;1.78749466;3;160;326;25;25;2641;multinomial
allbp;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975287122057267;test;1.78749466;3;160;326;25;25;2641;multinomial
593_fri_c1_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820625144291217;train;2.59394292833333;9;20;372;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828230693004458;test;2.59394292833333;9;20;372;10;10;700;continuous
new_thyroid;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999848828420257;train;0.608184245;3;160;326;5;5;151;multinomial
new_thyroid;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99917695473251;test;0.608184245;3;160;326;5;5;151;multinomial
titanic;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792525318003439;train;0.395996361666667;3;7;48;2;7;1545;binomial
titanic;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777901785714286;test;0.395996361666667;3;7;48;2;7;1545;binomial
mnist;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.564378925173712;train;34.422824915;0;5;10;10;647;49000;multinomial
mnist;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.563135216803516;test;34.422824915;0;5;10;10;647;49000;multinomial
522_pm10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126102604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.648233701815873;train;0.675850715;3;160;326;7;7;350;continuous
522_pm10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126102604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.723052947278559;test;0.675850715;3;160;326;7;7;350;continuous
clean1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942011443661972;train;15.4503831766667;10;86;432;39;86;334;binomial
clean1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86973026973027;test;15.4503831766667;10;86;432;39;86;334;binomial
605_fri_c2_250_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253965494129872;train;2.31203901666667;13;360;746;3;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.498771166140032;test;2.31203901666667;13;360;746;3;25;175;continuous
1191_BNG_pbc;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125155614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793733713517944;train;33.4673008916667;1;120;242;10;18;700000;continuous
1191_BNG_pbc;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125155614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793552272113899;test;33.4673008916667;1;120;242;10;18;700000;continuous
penguins;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.540959956666667;3;7;50;5;7;241;multinomial
penguins;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.540959956666667;3;7;50;5;7;241;multinomial
hungarian;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93886280646844;train;1.36371234666667;8;260;536;10;12;206;binomial
hungarian;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865768194070081;test;1.36371234666667;8;260;536;10;12;206;binomial
spambase;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823018542017476;train;4.90257707;7;49;304;15;54;3221;binomial
spambase;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.787187985223656;test;4.90257707;7;49;304;15;54;3221;binomial
1089_USCrime;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.346452331830279;train;1.47035844333333;5;200;410;4;7;33;continuous
1089_USCrime;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491289321425805;test;1.47035844333333;5;200;410;4;7;33;continuous
optdigits;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999561194809772;train;5.65039810665;3;160;326;61;61;3934;multinomial
optdigits;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998941420337608;test;5.65039810665;3;160;326;61;61;3934;multinomial
648_fri_c1_250_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238326643276927;train;1.47611562833333;5;200;410;17;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460582939699275;test;1.47611562833333;5;200;410;17;50;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259861428528323;train;1.79300319333333;10;300;620;5;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.480537713393624;test;1.79300319333333;10;300;620;5;10;175;continuous
wdbc;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980383017259749;train;1.8418703;20;314;668;5;22;399;binomial
wdbc;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985681818181818;test;1.8418703;20;314;668;5;22;399;binomial
contraceptive;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827454228309936;train;3.10978821;20;383;806;7;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.73043716774497;test;3.10978821;20;383;806;7;9;1032;multinomial
529_pollen;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.443984191661884;train;1.46982621333333;5;193;396;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458793656883996;test;1.46982621333333;5;193;396;4;4;2694;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187619967276412;train;2.63072675;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291358528914205;test;2.63072675;3;160;326;5;50;700;continuous
bupa;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724738675958188;train;0.560630416666667;15;5;156;5;5;242;binomial
bupa;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.647978642257819;test;0.560630416666667;15;5;156;5;5;242;binomial
623_fri_c4_1000_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822220990028114;train;0.926977005;3;160;326;4;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833608041627777;test;0.926977005;3;160;326;4;10;700;continuous
582_fri_c1_500_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798500003718512;train;0.261040345;5;120;270;6;25;350;continuous
582_fri_c1_500_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86382579133305;test;0.261040345;5;120;270;6;25;350;continuous
tae;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934291056166056;train;2.77771564333333;14;380;788;2;5;106;multinomial
tae;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.771694318753142;test;2.77771564333333;14;380;788;2;5;106;multinomial
598_fri_c0_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125103334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302572243493428;train;2.28082747666667;7;240;494;9;25;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125103334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419329671651171;test;2.28082747666667;7;240;494;9;25;700;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311240717367927;train;4.89355744833333;20;453;946;43;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.539655917235839;test;4.89355744833333;20;453;946;43;50;175;continuous
659_sleuth_ex1714;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452664856757615;train;0.0551941333333333;3;10;74;2;2;33;continuous
659_sleuth_ex1714;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.532485654507076;test;0.0551941333333333;3;10;74;2;2;33;continuous
bupa;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.721444741716403;train;2.80697291333333;16;420;872;3;5;242;binomial
bupa;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.642477203647417;test;2.80697291333333;16;420;872;3;5;242;binomial
calendarDOW;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83934701593603;train;3.94510839666667;7;13;172;4;13;280;multinomial
calendarDOW;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.772833221376325;test;3.94510839666667;7;13;172;4;13;280;multinomial
cmc;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.82563310169506;train;0.944637003333333;3;160;326;6;9;1032;multinomial
cmc;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.765638387988219;test;0.944637003333333;3;160;326;6;9;1032;multinomial
clean1;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125180120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.10474702;3;36;78;2;88;334;binomial
clean1;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125180120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.10474702;3;36;78;2;88;334;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.689506172839506;train;0.801885783333333;3;160;326;3;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.597222222222222;test;0.801885783333333;3;160;326;3;3;84;binomial
611_fri_c3_100_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.737353548598011;train;0.112358275;3;20;148;4;4;70;continuous
611_fri_c3_100_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.912369752800988;test;0.112358275;3;20;148;4;4;70;continuous
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1191_BNG_pbc;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781746757543819;test;1.99707676833333;3;81;176;18;18;700000;continuous
678_visualizing_environmental;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.691830875151224;train;0.234233135;5;6;72;3;3;78;continuous
678_visualizing_environmental;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.927732049726025;test;0.234233135;5;6;72;3;3;78;continuous
225_puma8NH;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125132035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.754014511873255;train;0.210665623333333;5;40;250;2;8;5735;continuous
225_puma8NH;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125132035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.744525654258387;test;0.210665623333333;5;40;250;2;8;5735;continuous
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nikuradse_2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.154420152208121;test;0.524561426683333;3;160;326;1;1;254;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.574778556084486;train;0.553421911666667;7;12;184;4;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.536656506430142;test;0.553421911666667;7;12;184;4;6;66;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0840822440411289;train;0.0207085583333333;3;2;16;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.144815285880529;test;0.0207085583333333;3;2;16;1;1;47;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.353096769455706;train;0.05490669;5;5;60;1;1;33;continuous
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666_rmftsa_ladata;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441756601620417;train;1.08448393666667;6;220;452;8;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.597235476282047;test;1.08448393666667;6;220;452;8;10;356;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125193219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80948698923771;train;1.23843625168333;5;200;410;5;10;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125193219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857604355890372;test;1.23843625168333;5;200;410;5;10;700;continuous
analcatdata_happiness;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722771672771673;train;0.0947738;3;3;24;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803968253968254;test;0.0947738;3;3;24;1;3;42;multinomial
607_fri_c4_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839084670340286;train;0.224572373333333;3;90;186;8;50;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824441115842544;test;0.224572373333333;3;90;186;8;50;700;continuous
561_cpu;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.136982053355026;train;0.66944397;3;160;326;5;7;147;continuous
561_cpu;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.197321406462329;test;0.66944397;3;160;326;5;7;147;continuous
225_puma8NH;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508607768350556;train;5.56534030666667;6;220;452;3;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527429243326219;test;5.56534030666667;6;220;452;3;8;5735;continuous
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analcatdata_happiness;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.58843537414966;test;0.0260182166666667;3;3;24;1;3;42;multinomial
602_fri_c3_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833520531366651;train;0.833108831666667;3;160;326;9;9;175;continuous
602_fri_c3_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850561557672599;test;0.833108831666667;3;160;326;9;9;175;continuous
687_sleuth_ex1605;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.667566131227051;train;0.2971723;8;10;172;5;5;44;continuous
687_sleuth_ex1605;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.579058183172716;test;0.2971723;8;10;172;5;5;44;continuous
cars;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999965190754664;train;0.74278533;3;160;326;1;7;275;multinomial
cars;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.74278533;3;160;326;1;7;275;multinomial
624_fri_c0_100_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499717483120515;train;0.816196115;3;160;326;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535020297693987;test;0.816196115;3;160;326;5;5;70;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.529737366379738;train;1.80011755666667;9;232;482;10;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508637675531553;test;1.80011755666667;9;232;482;10;10;175;continuous
analcatdata_happiness;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.758913308913309;train;0.0356833416666667;3;3;24;1;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749206349206349;test;0.0356833416666667;3;3;24;1;3;42;multinomial
dis;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753715697264084;train;1.80590508666667;20;96;880;12;24;2641;binomial
dis;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747361647361647;test;1.80590508666667;20;96;880;12;24;2641;binomial
analcatdata_boxing1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644135802469136;train;0.0714057583333333;3;12;78;1;3;84;binomial
analcatdata_boxing1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.517361111111111;test;0.0714057583333333;3;12;78;1;3;84;binomial
movement_libras;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999776770357266;train;3.49248763333333;9;280;578;23;23;252;multinomial
movement_libras;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974108087679516;test;3.49248763333333;9;280;578;23;23;252;multinomial
622_fri_c2_1000_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800906614563388;train;0.266769933333333;3;90;186;10;50;700;continuous
622_fri_c2_1000_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865301316864829;test;0.266769933333333;3;90;186;10;50;700;continuous
labor;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977207977207977;train;0.665447153333333;3;160;326;10;15;40;binomial
labor;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942857142857143;test;0.665447153333333;3;160;326;10;15;40;binomial
churn;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868229729586539;train;1.82380452333333;6;188;388;6;15;3500;binomial
churn;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842337945467183;test;1.82380452333333;6;188;388;6;15;3500;binomial
banana;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124213018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.547288582752083;train;1.057954555;3;160;326;2;2;3710;binomial
banana;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124213018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.535192061459667;test;1.057954555;3;160;326;2;2;3710;binomial
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843279342997512;train;2.07986988;10;100;444;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847850904337121;test;2.07986988;10;100;444;5;50;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846872451011686;train;0.269512391666667;6;25;282;4;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874763349210696;test;0.269512391666667;6;25;282;4;5;700;continuous
vehicle;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988518125716315;train;0.972326308333333;3;160;326;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939338420556392;test;0.972326308333333;3;160;326;13;13;593;multinomial
294_satellite_image;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458929540999178;train;3.17620084833333;3;45;146;25;25;4505;continuous
294_satellite_image;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468373297675662;test;3.17620084833333;3;45;146;25;25;4505;continuous
Hill_Valley_without_noise;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.567492088168342;train;2.067579525;9;280;578;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.507789249924081;test;2.067579525;9;280;578;1;1;849;binomial
648_fri_c1_250_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.731772675757846;train;0.846422884983333;3;72;150;50;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850844365356774;test;0.846422884983333;3;72;150;50;50;175;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125095808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.212763834879494;train;0.087996985;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125095808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.225384436828026;test;0.087996985;3;15;120;3;3;333;continuous
analcatdata_germangss;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.732215327205875;train;0.7459313;3;160;326;1;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.698472196189701;test;0.7459313;3;160;326;1;5;280;multinomial
allrep;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958987981517393;train;2.85858011166667;5;192;394;6;24;2641;multinomial
allrep;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934938524590164;test;2.85858011166667;5;192;394;6;24;2641;multinomial
666_rmftsa_ladata;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125203721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558955925711976;train;2.790003225;12;20;480;3;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125203721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.598332089333106;test;2.790003225;12;20;480;3;10;356;continuous
saheart;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.774502971920476;train;2.27855322498333;20;371;782;8;9;324;binomial
saheart;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840331908473724;test;2.27855322498333;20;371;782;8;9;324;binomial
waveform_21;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990330305308443;train;10.73008967;12;332;688;18;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965925894852409;test;10.73008967;12;332;688;18;21;3500;multinomial
1201_BNG_breastTumor;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.886175815395898;train;29.985545545;5;200;410;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.890392004425295;test;29.985545545;5;200;410;9;9;81648;continuous
611_fri_c3_100_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767378742571602;train;0.11410185;3;8;60;3;4;70;continuous
611_fri_c3_100_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.919598475638334;test;0.11410185;3;8;60;3;4;70;continuous
confidence;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
622_fri_c2_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792820723830025;train;1.61816888833333;8;228;472;14;50;700;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850619730314636;test;1.61816888833333;8;228;472;14;50;700;continuous
658_fri_c3_250_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248614296921711;train;3.39366026;18;407;850;3;25;175;continuous
658_fri_c3_250_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463565859039382;test;3.39366026;18;407;850;3;25;175;continuous
haberman;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733295454545455;train;0.157610001666667;3;3;24;3;3;215;binomial
haberman;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.65;test;0.157610001666667;3;3;24;3;3;215;binomial
prnn_crabs;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99774358974359;train;0.135732733333333;3;4;30;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996571428571429;test;0.135732733333333;3;4;30;4;4;140;binomial
537_houses;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125184729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605584564950035;train;0.193677096666667;3;25;152;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125184729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.600059146757805;test;0.193677096666667;3;25;152;5;5;14448;continuous
542_pollution;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.581596056442548;train;1.24288060833333;13;20;500;7;10;42;continuous
542_pollution;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.639490311449897;test;1.24288060833333;13;20;500;7;10;42;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.781367579842933;train;1.20775647166667;5;200;410;28;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811325759953855;test;1.20775647166667;5;200;410;28;50;350;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.301979552779332;train;2.22262486333333;9;280;578;0;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143621889484001;test;2.22262486333333;9;280;578;0;3;333;continuous
503_wind;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468258657823026;train;1.191253715;8;70;386;13;14;4602;continuous
503_wind;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481750524201557;test;1.191253715;8;70;386;13;14;4602;continuous
credit_a;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953184171212174;train;1.57818223333333;6;220;452;12;13;483;binomial
credit_a;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916996793057914;test;1.57818223333333;6;220;452;12;13;483;binomial
analcatdata_authorship;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124201110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.53919779166667;3;50;106;70;70;589;multinomial
analcatdata_authorship;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124201110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999885347397386;test;2.53919779166667;3;50;106;70;70;589;multinomial
colic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125180404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914347961406785;train;0.760452623333333;3;160;326;22;22;258;binomial
colic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125180404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935075541037158;test;0.760452623333333;3;160;326;22;22;258;binomial
analcatdata_boxing1;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125161355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.61598440545809;train;0.173582083333333;7;12;170;1;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125161355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.579365079365079;test;0.173582083333333;7;12;170;1;3;84;binomial
637_fri_c1_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830588943788895;train;0.759924578333333;3;72;150;23;50;350;continuous
637_fri_c1_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874969177978888;test;0.759924578333333;3;72;150;23;50;350;continuous
phoneme;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793092752874479;train;1.48456802166667;3;160;326;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798187719671758;test;1.48456802166667;3;160;326;5;5;3783;binomial
665_sleuth_case2002;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.604667034018943;train;1.47895539166667;7;240;494;1;6;103;continuous
665_sleuth_case2002;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.667495624615716;test;1.47895539166667;7;240;494;1;6;103;continuous
pima;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836219502809205;train;0.645567255;3;160;326;5;8;538;binomial
pima;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813225152129818;test;0.645567255;3;160;326;5;8;538;binomial
591_fri_c1_100_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261822380058102;train;2.43312322333333;11;320;662;9;10;70;continuous
591_fri_c1_100_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476760532510373;test;2.43312322333333;11;320;662;9;10;70;continuous
labor;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125131118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997333333333333;train;0.6739089;3;160;326;2;15;40;binomial
labor;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125131118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75;test;0.6739089;3;160;326;2;15;40;binomial
649_fri_c0_500_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230483490695241;train;2.33421299833333;20;363;766;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374858411711759;test;2.33421299833333;20;363;766;5;5;350;continuous
wine_recognition;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.669063751683333;3;13;72;6;13;125;multinomial
wine_recognition;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99280303030303;test;0.669063751683333;3;13;72;6;13;125;multinomial
allhyper;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968192878787366;train;25.99622634165;5;25;194;21;25;2640;multinomial
allhyper;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987740155260647;test;25.99622634165;5;25;194;21;25;2640;multinomial
663_rabe_266;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.340563735882199;train;0.0586158416666667;3;4;32;1;2;84;continuous
663_rabe_266;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.279512373821466;test;0.0586158416666667;3;4;32;1;2;84;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126102142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192753261486028;train;2.852432965;7;240;494;8;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126102142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302267067903005;test;2.852432965;7;240;494;8;50;700;continuous
hungarian;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125183839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897637795275591;train;2.35431892833333;13;360;746;3;12;206;binomial
hungarian;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125183839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927140255009108;test;2.35431892833333;13;360;746;3;12;206;binomial
nikuradse_2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821585222199037;train;0.0220653016666667;3;2;16;0;1;254;continuous
nikuradse_2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774931503822394;test;0.0220653016666667;3;2;16;0;1;254;continuous
credit_a;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915931278879894;train;1.1633402;6;14;170;4;14;483;binomial
credit_a;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889596302584418;test;1.1633402;6;14;170;4;14;483;binomial
ann_thyroid;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125190722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99992217239195;train;3.77565393166667;3;160;326;21;21;5040;multinomial
ann_thyroid;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125190722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998939412552884;test;3.77565393166667;3;160;326;21;21;5040;multinomial
flags;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961660441426146;train;0.748768203333333;11;36;474;19;36;125;multinomial
flags;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.626916666666667;test;0.748768203333333;11;36;474;19;36;125;multinomial
colic;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925856253243384;train;5.70392777333333;10;22;388;9;22;258;binomial
colic;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.839985994397759;test;5.70392777333333;10;22;388;9;22;258;binomial
542_pollution;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527129491071628;train;0.382508676666667;7;50;334;5;10;42;continuous
542_pollution;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778111074047321;test;0.382508676666667;7;50;334;5;10;42;continuous
529_pollen;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126091223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439186332348273;train;0.205503504983333;6;20;266;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126091223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458922727358221;test;0.205503504983333;6;20;266;4;4;2694;continuous
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125141500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52730199256258;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125141500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.462968607131972;test;;-Inf;-Inf;;1;1;849;binomial
agaricus_lepiota;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.317311193333333;3;48;102;10;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.317311193333333;3;48;102;10;20;5702;binomial
shuttle;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768229448086085;train;14.0005651066667;3;7;50;2;7;40600;multinomial
shuttle;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74678074451264;test;14.0005651066667;3;7;50;2;7;40600;multinomial
analcatdata_asbestos;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898041474654378;train;0.467750685;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892592592592593;test;0.467750685;3;160;326;3;3;59;binomial
560_bodyfat;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.064360219264975;train;0.178608131666667;3;63;186;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.107331765623069;test;0.178608131666667;3;63;186;1;13;177;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25445617796172;train;1.91661893333333;9;248;514;11;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52235688298151;test;1.91661893333333;9;248;514;11;25;175;continuous
breast_cancer_wisconsin;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98842467965974;train;0.994816815;3;22;126;22;22;399;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973909198113208;test;0.994816815;3;22;126;22;22;399;binomial
616_fri_c4_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817880044788599;train;1.89130091833333;11;300;622;10;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839290334685421;test;1.89130091833333;11;300;622;10;50;350;continuous
503_wind;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345592290857623;train;6.474193335;15;364;758;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449370161680551;test;6.474193335;15;364;758;13;14;4602;continuous
ionosphere;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983119658119658;train;0.729995258333333;3;160;326;10;32;246;binomial
ionosphere;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950080515297907;test;0.729995258333333;3;160;326;10;32;246;binomial
201_pol;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125134007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.729159226709415;train;2.83853281998333;5;200;410;21;26;10500;continuous
201_pol;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125134007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.727244873630913;test;2.83853281998333;5;200;410;21;26;10500;continuous
magic;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125144411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85744446499282;train;0.819833523333333;9;36;360;8;9;13314;binomial
magic;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125144411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843481966324469;test;0.819833523333333;9;36;360;8;9;13314;binomial
712_chscase_geyser1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493659308246612;train;0.990305455;7;208;430;1;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.616357451485551;test;0.990305455;7;208;430;1;2;156;continuous
wine_recognition;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.932488761666667;3;160;326;5;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994334795321637;test;0.932488761666667;3;160;326;5;13;125;multinomial
labor;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956;train;0.410130935;3;128;262;1;15;40;binomial
labor;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716666666666667;test;0.410130935;3;128;262;1;15;40;binomial
texture;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126091228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997876360408937;train;2.76538654666667;3;160;326;15;15;3850;multinomial
texture;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126091228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996761270412547;test;2.76538654666667;3;160;326;15;15;3850;multinomial
604_fri_c4_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825277671889936;train;0.919818515;3;160;326;8;10;350;continuous
604_fri_c4_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832180493199608;test;0.919818515;3;160;326;8;10;350;continuous
666_rmftsa_ladata;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.543376051475177;train;1.12319131833333;5;200;410;5;10;356;continuous
666_rmftsa_ladata;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415696541349909;test;1.12319131833333;5;200;410;5;10;356;continuous
hypothyroid;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947099381835473;train;0.871559571666667;12;78;544;8;20;2215;binomial
hypothyroid;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950833544892951;test;0.871559571666667;12;78;544;8;20;2215;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99819640357489;train;0.651929706666667;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990123820754717;test;0.651929706666667;3;160;326;22;22;399;binomial
592_fri_c4_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228807129785683;train;1.345956955;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.295807612866538;test;1.345956955;3;160;326;5;25;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803754773036341;train;0.466905473333333;10;50;460;6;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790645821297372;test;0.466905473333333;10;50;460;6;10;700;continuous
1191_BNG_pbc;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794987225885264;train;33.652703585;6;36;272;18;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793959018061679;test;33.652703585;6;36;272;18;18;700000;continuous
wine_quality_white;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125194006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887326599013982;train;11.887461875;20;388;816;8;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125194006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.746943988740079;test;11.887461875;20;388;816;8;11;3429;multinomial
557_analcatdata_apnea1;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.102646470826431;train;0.635498458333333;3;160;326;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203344463573271;test;0.635498458333333;3;160;326;3;3;333;continuous
credit_a;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949017983500742;train;0.943321636666667;3;160;326;10;14;483;binomial
credit_a;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917743490838959;test;0.943321636666667;3;160;326;10;14;483;binomial
529_pollen;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445826164654474;train;1.714490075;5;200;410;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45125524714443;test;1.714490075;5;200;410;4;4;2694;continuous
analcatdata_cyyoung9302;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126092153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927295918367347;train;0.574559553316667;3;160;326;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126092153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972222222222222;test;0.574559553316667;3;160;326;6;6;65;binomial
522_pm10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.610831831271176;train;0.724839385;3;160;326;7;7;350;continuous
522_pm10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.744409488251456;test;0.724839385;3;160;326;7;7;350;continuous
penguins;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999556048834628;train;0.632480404983333;3;7;50;7;7;241;multinomial
penguins;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999597423510467;test;0.632480404983333;3;7;50;7;7;241;multinomial
cmc;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.70549210526917;train;1.38126782333333;3;160;326;9;9;1032;multinomial
cmc;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710534661514686;test;1.38126782333333;3;160;326;9;9;1032;multinomial
1196_BNG_pharynx;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.650809732309;train;56.2149107583333;1;120;242;9;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.652497351741566;test;56.2149107583333;1;120;242;9;10;700000;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816515351904312;train;1.65155996166667;6;220;452;22;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864556744648043;test;1.65155996166667;6;220;452;22;50;700;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777462028693083;train;1.46425168666667;6;220;452;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89440518090661;test;1.46425168666667;6;220;452;4;4;70;continuous
lupus;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872747747747748;train;0.0515129766666667;3;2;16;2;2;61;binomial
lupus;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.76969696969697;test;0.0515129766666667;3;2;16;2;2;61;binomial
589_fri_c2_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812803958533839;train;1.081903295;5;50;230;16;25;700;continuous
589_fri_c2_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821487769338516;test;1.081903295;5;50;230;16;25;700;continuous
cmc;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.776178935371413;train;1.00065307833333;3;160;326;5;9;1032;multinomial
cmc;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741648127306659;test;1.00065307833333;3;160;326;5;9;1032;multinomial
537_houses;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600949920938028;train;1.19316710001667;3;10;72;5;5;14448;continuous
537_houses;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.602970466157209;test;1.19316710001667;3;10;72;5;5;14448;continuous
562_cpu_small;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315386407849097;train;0.289867883333333;6;60;302;3;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317055258384503;test;0.289867883333333;6;60;302;3;12;5735;continuous
201_pol;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817131592419166;train;5.040146705;8;50;354;3;26;10500;continuous
201_pol;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806866393114521;test;5.040146705;8;50;354;3;26;10500;continuous
breast_cancer;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742316784869976;train;1.32626474166667;14;9;256;5;9;201;binomial
breast_cancer;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.687666666666667;test;1.32626474166667;14;9;256;5;9;201;binomial
579_fri_c0_250_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494489894117428;train;0.325260683316667;9;25;408;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516479277822362;test;0.325260683316667;9;25;408;5;5;175;continuous
satimage;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976637944765629;train;7.17539427833333;10;284;588;21;27;4505;multinomial
satimage;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977492544449577;test;7.17539427833333;10;284;588;21;27;4505;multinomial
heart_statlog;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972646455436517;train;0.8788882;13;52;594;11;13;189;binomial
heart_statlog;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837821297429621;test;0.8788882;13;52;594;11;13;189;binomial
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557_analcatdata_apnea1;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.29580050968147;train;3.56941992166667;15;400;830;3;3;333;continuous
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218_house_8L;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125132001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501534444952267;test;4.82961385333333;8;16;272;6;8;15949;continuous
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631_fri_c1_500_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85915655869697;train;0.260144765;7;25;324;5;5;350;continuous
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651_fri_c0_100_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.628755847157265;train;1.31331799333333;5;200;410;14;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793791201354877;test;1.31331799333333;5;200;410;14;25;70;continuous
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mfeat_morphological;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9161451131302;test;0.0415194466666667;3;2;16;2;2;1400;multinomial
letter;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980744387582017;train;34.266617255;1;120;242;16;16;14000;multinomial
letter;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980765916271474;test;34.266617255;1;120;242;16;16;14000;multinomial
228_elusage;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.405550152829658;train;0.956256716666667;5;200;410;1;1;39;continuous
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615_fri_c4_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.747050784704025;test;1.57900175333333;6;220;452;7;10;175;continuous
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cleveland;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.669066647638076;test;3.97553824666667;20;500;1040;7;13;213;multinomial
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604_fri_c4_500_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82337811109441;train;0.4471395;9;50;418;7;10;350;continuous
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651_fri_c0_100_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.412971304084432;train;1.30305169666667;9;50;402;25;25;70;continuous
651_fri_c0_100_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662054120930856;test;1.30305169666667;9;50;402;25;25;70;continuous
dis;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.640495937002597;train;21.4374241283333;20;25;822;16;25;2641;binomial
dis;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759606791778374;test;21.4374241283333;20;25;822;16;25;2641;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839497041420118;train;3.85707522166667;20;500;1040;5;6;65;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896825396825397;test;3.85707522166667;20;500;1040;5;6;65;binomial
611_fri_c3_100_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309415300023115;train;1.33226932333333;8;260;536;3;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559969738846683;test;1.33226932333333;8;260;536;3;4;70;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126092927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855889003018795;train;1.06481415;3;160;326;11;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126092927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.941780544901095;test;1.06481415;3;160;326;11;25;175;continuous
201_pol;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442783311359917;train;3.64260090666667;6;220;452;24;25;10500;continuous
201_pol;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46335843090352;test;3.64260090666667;6;220;452;24;25;10500;continuous
crx;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988496033114867;train;1.14896697;3;160;326;13;14;483;binomial
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credit_a;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928100514307411;train;0.370923166666667;6;56;292;11;14;483;binomial
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637_fri_c1_500_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124162202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821116493037691;train;0.21359096;3;90;186;4;50;350;continuous
637_fri_c1_500_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124162202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.901684911881699;test;0.21359096;3;90;186;4;50;350;continuous
646_fri_c3_500_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795611738828604;train;2.02406633666667;7;18;268;4;9;350;continuous
646_fri_c3_500_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844271507951087;test;2.02406633666667;7;18;268;4;9;350;continuous
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1196_BNG_pharynx;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661747494259724;test;28.7968746016667;3;20;132;10;10;700000;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.71400074748518;train;2.23486044833333;8;18;302;7;9;12248;continuous
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clean1;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.442680353333333;3;112;230;5;92;334;binomial
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1595_poker;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811228446380395;test;30.81872112;6;220;452;6;10;717507;continuous
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589_fri_c2_1000_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8067193135912;train;0.785505211666667;3;160;326;14;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819929973040475;test;0.785505211666667;3;160;326;14;25;700;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.219630190134909;train;0.07919712;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.211842385074239;test;0.07919712;3;15;120;3;3;333;continuous
647_fri_c1_250_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214413437674401;train;1.43972490833333;6;220;452;9;10;175;continuous
647_fri_c1_250_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405961001014039;test;1.43972490833333;6;220;452;9;10;175;continuous
294_satellite_image;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449275527032499;train;2.28509054833333;10;220;460;22;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472491171242064;test;2.28509054833333;10;220;460;22;25;4505;continuous
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cmc;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.71119556488931;test;3.22714294501667;9;9;166;3;9;1032;multinomial
biomed;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967930029154519;train;0.338800101666667;7;32;324;5;8;147;binomial
biomed;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930555555555556;test;0.338800101666667;7;32;324;5;8;147;binomial
650_fri_c0_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459975535953021;train;0.199425595;3;90;186;25;50;350;continuous
650_fri_c0_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474458257841572;test;0.199425595;3;90;186;25;50;350;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161021097881843;train;7.87199720666667;16;403;838;10;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323468506343084;test;7.87199720666667;16;403;838;10;25;700;continuous
allhypo;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852035797591435;train;0.37682618;5;24;212;17;24;2639;multinomial
allhypo;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825257764969581;test;0.37682618;5;24;212;17;24;2639;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979281897239223;train;1.46921573333333;7;69;306;17;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965511958290618;test;1.46921573333333;7;69;306;17;76;1400;multinomial
595_fri_c0_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25403149724569;train;4.088258365;13;344;714;7;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380001951532785;test;4.088258365;13;344;714;7;10;700;continuous
titanic;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804246889952153;train;0.783336123333333;3;160;326;7;7;1545;binomial
titanic;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813773499647965;test;0.783336123333333;3;160;326;7;7;1545;binomial
mfeat_morphological;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95928666354908;train;1.30030318666667;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943482100226873;test;1.30030318666667;3;160;326;3;3;1400;multinomial
calendarDOW;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833564002647474;train;6.31233503666667;6;15;156;3;15;280;multinomial
calendarDOW;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763316803136893;test;6.31233503666667;6;15;156;3;15;280;multinomial
analcatdata_lawsuit;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999036608863199;train;1.53740794166667;9;280;578;4;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.53740794166667;9;280;578;4;4;185;binomial
503_wind;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453927967239498;train;2.91800683666667;6;28;256;14;14;4602;continuous
503_wind;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465941022740585;test;2.91800683666667;6;28;256;14;14;4602;continuous
diabetes;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886612426035503;train;3.00222879333333;14;380;788;5;8;538;binomial
diabetes;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.815904139433551;test;3.00222879333333;14;380;788;5;8;538;binomial
522_pm10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.884018362816057;train;1.30875031333333;6;220;452;2;7;350;continuous
522_pm10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871900492067122;test;1.30875031333333;6;220;452;2;7;350;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.531019897870732;train;0.81161734;3;50;146;7;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530542538834256;test;0.81161734;3;50;146;7;25;700;continuous
wine_recognition;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.68337112;3;160;326;13;13;125;multinomial
wine_recognition;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.68337112;3;160;326;13;13;125;multinomial
cloud;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.540888746803069;train;0.997053998333333;3;160;326;4;5;76;multinomial
cloud;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.488756613756614;test;0.997053998333333;3;160;326;4;5;76;multinomial
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914403023773416;train;9.12376035833333;3;160;326;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916427352127193;test;9.12376035833333;3;160;326;9;9;81648;continuous
waveform_21;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982836193155635;train;7.27908024;6;220;452;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963136966647513;test;7.27908024;6;220;452;21;21;3500;multinomial
optdigits;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998996498860491;train;34.7872357;3;54;138;39;61;3934;multinomial
optdigits;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996991290963476;test;34.7872357;3;54;138;39;61;3934;multinomial
573_cpu_act;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169173190282357;train;17.86709931;12;292;608;12;16;5735;continuous
573_cpu_act;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204547067762667;test;17.86709931;12;292;608;12;16;5735;continuous
twonorm;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125155949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997991772094532;train;2.48704668166667;3;20;114;20;20;5180;binomial
twonorm;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125155949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997896879735775;test;2.48704668166667;3;20;114;20;20;5180;binomial
542_pollution;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.505089406545657;train;1.02250545333333;5;200;410;3;10;42;continuous
542_pollution;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.728941046012106;test;1.02250545333333;5;200;410;3;10;42;continuous
ionosphere;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979749041477867;train;0.754503106666667;3;160;326;15;32;246;binomial
ionosphere;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947471665213601;test;0.754503106666667;3;160;326;15;32;246;binomial
contraceptive;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731130138347848;train;0.0722095133166667;3;9;60;9;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.732863418706713;test;0.0722095133166667;3;9;60;9;9;1032;multinomial
626_fri_c2_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793722952928173;train;0.202437071666667;3;90;186;13;50;350;continuous
626_fri_c2_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832029557575016;test;0.202437071666667;3;90;186;13;50;350;continuous
breast;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99354708610607;train;0.851623985;3;160;326;4;10;490;binomial
breast;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978571428571428;test;0.851623985;3;160;326;4;10;490;binomial
562_cpu_small;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.18508302920534;train;2.69570398166667;6;204;420;12;12;5735;continuous
562_cpu_small;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.191512275062619;test;2.69570398166667;6;204;420;12;12;5735;continuous
665_sleuth_case2002;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776140159731888;train;2.07427189666667;20;301;642;2;6;103;continuous
665_sleuth_case2002;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663495572033285;test;2.07427189666667;20;301;642;2;6;103;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475478285836034;train;0.362117825;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494672693137019;test;0.362117825;3;10;72;5;5;700;continuous
mfeat_morphological;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917511257514936;train;0.60624394;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911477173442221;test;0.60624394;3;2;16;2;2;1400;multinomial
credit_g;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822265792712597;train;4.67925902333333;11;20;388;20;20;700;binomial
credit_g;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770307034589973;test;4.67925902333333;11;20;388;20;20;700;binomial
bupa;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679303278688525;train;0.348285225;7;5;76;3;5;242;binomial
bupa;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.68442932728647;test;0.348285225;7;5;76;3;5;242;binomial
heart_statlog;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929302114116845;train;0.544108893333333;8;52;384;5;13;189;binomial
heart_statlog;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843366093366093;test;0.544108893333333;8;52;384;5;13;189;binomial
603_fri_c0_250_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461044680459103;train;0.629558166666667;3;72;150;7;50;175;continuous
603_fri_c0_250_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.533339728867684;test;0.629558166666667;3;72;150;7;50;175;continuous
hypothyroid;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920321339268297;train;2.35715507666667;12;308;640;9;20;2215;binomial
hypothyroid;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929153258246179;test;2.35715507666667;12;308;640;9;20;2215;binomial
analcatdata_creditscore;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995726495726496;train;0.243188701666667;3;112;230;4;6;70;binomial
analcatdata_creditscore;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.243188701666667;3;112;230;4;6;70;binomial
twonorm;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125184600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997875670840787;train;2.81104993833333;3;20;104;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125184600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99798953127752;test;2.81104993833333;3;20;104;20;20;5180;binomial
backache;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.241920058333333;3;83;174;31;32;126;binomial
backache;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.572010869565217;test;0.241920058333333;3;83;174;31;32;126;binomial
breast;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98313446969697;train;1.42677506;8;9;152;2;9;490;binomial
breast;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980082947530864;test;1.42677506;8;9;152;2;9;490;binomial
iris;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996498599439776;train;0.0301277533333333;3;3;24;2;3;105;multinomial
iris;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998611111111111;test;0.0301277533333333;3;3;24;2;3;105;multinomial
analcatdata_aids;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126091333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697368421052632;train;0.11518757;5;3;36;1;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126091333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.648148148148148;test;0.11518757;5;3;36;1;3;35;binomial
allhyper;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125104809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993604241420086;train;0.762085463333333;9;25;332;23;25;2640;multinomial
allhyper;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125104809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778328020643594;test;0.762085463333333;9;25;332;23;25;2640;multinomial
605_fri_c2_250_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263216839722505;train;3.47246028;20;437;914;3;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411902847305529;test;3.47246028;20;437;914;3;25;175;continuous
twonorm;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99897911478757;train;5.07712307333333;3;160;326;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997359532914116;test;5.07712307333333;3;160;326;20;20;5180;binomial
agaricus_lepiota;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.01121493833333;3;20;70;20;20;5702;binomial
agaricus_lepiota;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.01121493833333;3;20;70;20;20;5702;binomial
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482276951541516;train;0.97468753;6;20;256;7;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174352_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505817638920524;test;0.97468753;6;20;256;7;10;700;continuous
529_pollen;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447153465472488;train;1.04161385666667;3;160;326;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438317695668572;test;1.04161385666667;3;160;326;4;4;2694;continuous
titanic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.819750770027478;train;0.59419958165;10;32;440;8;8;1545;binomial
titanic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791736939531057;test;0.59419958165;10;32;440;8;8;1545;binomial
collins;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.08235175666667;11;20;356;4;20;340;multinomial
collins;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991536935286935;test;1.08235175666667;11;20;356;4;20;340;multinomial
glass;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.856951787264263;train;0.272734993333333;11;9;198;2;9;144;multinomial
glass;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814444444444444;test;0.272734993333333;11;9;198;2;9;144;multinomial
analcatdata_cyyoung8092;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124213037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842708333333333;train;0.377363893333333;7;7;106;1;7;68;binomial
analcatdata_cyyoung8092;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124213037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.575;test;0.377363893333333;7;7;106;1;7;68;binomial
new_thyroid;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998542339867005;train;1.03119991666667;6;188;388;3;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.03119991666667;6;188;388;3;5;151;multinomial
584_fri_c4_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817121727632164;train;0.861193615;3;48;150;16;24;350;continuous
584_fri_c4_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802829239880459;test;0.861193615;3;48;150;16;24;350;continuous
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916466346153846;train;0.582002418333333;3;160;326;5;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866071428571429;test;0.582002418333333;3;160;326;5;7;68;binomial
588_fri_c4_1000_100;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834468338380976;train;1.10670533;3;72;150;5;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8487056370666;test;1.10670533;3;72;150;5;100;700;continuous
mnist;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.614065358237203;train;409.360364455;1;25;52;103;525;49000;multinomial
mnist;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.613423930518423;test;409.360364455;1;25;52;103;525;49000;multinomial
649_fri_c0_500_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227850841105133;train;3.122898425;13;341;708;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370878656547789;test;3.122898425;13;341;708;5;5;350;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872761376897695;train;0.624457338333333;3;50;150;23;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823982358758955;test;0.624457338333333;3;50;150;23;25;175;continuous
analcatdata_boxing1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91141975308642;train;0.686654961683333;3;160;326;1;3;84;binomial
analcatdata_boxing1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854166666666667;test;0.686654961683333;3;160;326;1;3;84;binomial
579_fri_c0_250_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124183916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49645436350937;train;0.649721546666667;6;10;132;5;5;175;continuous
579_fri_c0_250_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124183916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461141119889322;test;0.649721546666667;6;10;132;5;5;175;continuous
movement_libras;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988726530898259;train;30.93640059;9;20;282;20;20;252;multinomial
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Hill_Valley_with_noise;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.641906215316315;train;3.01167874166667;12;340;704;1;1;849;binomial
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227_cpu_small;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.300183786288214;test;3.254808825;11;272;566;3;12;5735;continuous
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allhyper;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941699022611631;train;30.77667185;12;25;454;23;25;2640;multinomial
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593_fri_c1_1000_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821237363358116;test;0.308050178333333;7;50;334;8;10;700;continuous
1096_FacultySalaries;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124191742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210536465227631;train;0.554269245;3;160;326;1;2;35;continuous
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prnn_synth;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953464052287582;train;0.0875687766666667;3;2;16;2;2;175;binomial
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603_fri_c0_250_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126092207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513247903246851;test;0.328234918333333;5;130;270;21;50;175;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473193452115486;train;0.21141207;6;25;278;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433920538698651;test;0.21141207;6;25;278;5;5;350;continuous
294_satellite_image;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469793552189095;train;2.89058277831667;3;54;146;27;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453088907444164;test;2.89058277831667;3;54;146;27;27;4505;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187172128521412;train;7.444280335;15;360;750;15;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328585715023174;test;7.444280335;15;360;750;15;25;700;continuous
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texture;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994301145778342;test;2.99941237666667;3;160;326;10;12;3850;multinomial
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463477422880255;train;1.61915436168333;7;224;462;20;70;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487945687961472;test;1.61915436168333;7;224;462;20;70;742;continuous
547_no2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45541455715581;train;0.74458743665;3;160;326;7;7;350;continuous
547_no2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.601039822722029;test;0.74458743665;3;160;326;7;7;350;continuous
clean2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967159846937368;train;4.31734924166667;14;284;596;102;105;4619;binomial
clean2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960892893371591;test;4.31734924166667;14;284;596;102;105;4619;binomial
wine_quality_red;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.790497609629575;train;4.998280085;6;11;132;3;11;1120;multinomial
wine_quality_red;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.701228327743315;test;4.998280085;6;11;132;3;11;1120;multinomial
hypothyroid;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926268864494848;train;10.0139732066667;14;20;466;19;20;2215;binomial
hypothyroid;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920932220434433;test;10.0139732066667;14;20;466;19;20;2215;binomial
586_fri_c3_1000_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26728442099611;train;0.88252958165;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328206999881322;test;0.88252958165;3;160;326;5;25;700;continuous
credit_g;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815902412619858;train;1.67913448833333;8;260;536;14;20;700;binomial
credit_g;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775782590051458;test;1.67913448833333;8;260;536;14;20;700;binomial
analcatdata_aids;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796052631578947;train;0.540610691666667;3;160;326;2;3;35;binomial
analcatdata_aids;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777777777777778;test;0.540610691666667;3;160;326;2;3;35;binomial
contraceptive;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.594662721976148;train;0.281482258333333;11;9;196;1;9;1032;multinomial
contraceptive;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.597167063355588;test;0.281482258333333;11;9;196;1;9;1032;multinomial
ring;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768038626786667;train;0.631127275;7;74;334;20;20;5180;binomial
ring;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779676883808354;test;0.631127275;7;74;334;20;20;5180;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995876840696118;train;1.49320674833333;5;20;200;11;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990890083632019;test;1.49320674833333;5;20;200;11;20;399;binomial
wine_recognition;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0985956700166667;3;13;88;7;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990387063916476;test;0.0985956700166667;3;13;88;7;13;125;multinomial
1201_BNG_breastTumor;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.897193665688025;train;34.6801022133333;1;120;242;5;9;81648;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.898452037251456;test;34.6801022133333;1;120;242;5;9;81648;continuous
1030_ERA;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125100436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.745455431753806;train;0.315791091666667;3;8;60;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125100436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.7908977819453;test;0.315791091666667;3;8;60;4;4;700;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476820239389657;train;0.17238462835;3;50;166;7;10;700;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.518430078753291;test;0.17238462835;3;50;166;7;10;700;continuous
663_rabe_266;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126095658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0968636568619977;train;1.22727418833333;6;220;452;2;2;84;continuous
663_rabe_266;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126095658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.13331947441194;test;1.22727418833333;6;220;452;2;2;84;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483323550438873;train;3.01294915166667;16;397;826;9;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.870589059169626;test;3.01294915166667;16;397;826;9;9;70;continuous
626_fri_c2_500_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.754405689664258;train;0.218217198333333;3;90;186;45;50;350;continuous
626_fri_c2_500_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.9108332361116;test;0.218217198333333;3;90;186;45;50;350;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8206683989798;train;0.252809236666667;3;90;186;13;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864728116708852;test;0.252809236666667;3;90;186;13;50;700;continuous
601_fri_c1_250_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843718030115488;train;0.192880658333333;5;25;240;4;5;175;continuous
601_fri_c1_250_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862863695219684;test;0.192880658333333;5;25;240;4;5;175;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191091641971956;train;0.469556058316667;3;160;326;1;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.768068597093754;test;0.469556058316667;3;160;326;1;2;35;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992997198879552;train;0.675573298333333;3;144;294;2;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.675573298333333;3;144;294;2;4;185;binomial
687_sleuth_ex1605;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.644496706566932;train;0.172147138333333;3;10;70;5;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.725230105758615;test;0.172147138333333;3;10;70;5;5;44;continuous
1595_poker;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814549586042195;train;41.6045268683333;3;160;326;1;10;717507;continuous
1595_poker;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813508671146429;test;41.6045268683333;3;160;326;1;10;717507;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810317127067575;train;0.814692396683333;3;160;326;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795527380524638;test;0.814692396683333;3;160;326;5;5;175;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832979210591292;train;1.15231592666667;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799217911572185;test;1.15231592666667;3;160;326;5;10;700;continuous
prnn_fglass;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901178807098469;train;0.9453664;5;9;92;4;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86973544973545;test;0.9453664;5;9;92;4;9;144;multinomial
cmc;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.707796959268198;train;0.81925346;3;160;326;9;9;1032;multinomial
cmc;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704349992213414;test;0.81925346;3;160;326;9;9;1032;multinomial
spectf;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923583662714097;train;5.46351504335;7;44;306;19;44;245;binomial
spectf;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899408284023669;test;5.46351504335;7;44;306;19;44;245;binomial
294_satellite_image;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325352467593696;train;5.31519271;3;160;326;25;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375478206686244;test;5.31519271;3;160;326;25;25;4505;continuous
spectf;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917669631955346;train;2.52360277333333;13;360;746;25;44;245;binomial
spectf;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919270833333333;test;2.52360277333333;13;360;746;25;44;245;binomial
analcatdata_happiness;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125204536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957203907203907;train;1.0210496;6;220;452;1;3;42;multinomial
analcatdata_happiness;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125204536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.713492063492064;test;1.0210496;6;220;452;1;3;42;multinomial
collins;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.28433192666667;3;160;326;5;20;340;multinomial
collins;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999893162393162;test;1.28433192666667;3;160;326;5;20;340;multinomial
590_fri_c0_1000_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473821306631925;train;1.86195525166667;20;276;592;15;50;700;continuous
590_fri_c0_1000_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478136598848114;test;1.86195525166667;20;276;592;15;50;700;continuous
nikuradse_2;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.135619068385893;train;0.53850528;3;160;326;1;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159142835367396;test;0.53850528;3;160;326;1;1;254;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125190613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495693763526237;train;0.236357216666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125190613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517143839245691;test;0.236357216666667;3;10;72;5;5;175;continuous
hepatitis;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887985546522132;train;1.811121575;20;363;766;12;19;109;binomial
hepatitis;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902439024390244;test;1.811121575;20;363;766;12;19;109;binomial
analcatdata_happiness;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693833943833944;train;0.628364495;3;160;326;2;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.61984126984127;test;0.628364495;3;160;326;2;3;42;multinomial
wdbc;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125152847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985989772000852;train;0.189029113333333;3;62;166;3;22;399;binomial
wdbc;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125152847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989090909090909;test;0.189029113333333;3;62;166;3;22;399;binomial
mnist;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995090480177576;train;157.432164523333;0;100;200;660;663;49000;multinomial
mnist;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994189520364617;test;157.432164523333;0;100;200;660;663;49000;multinomial
637_fri_c1_500_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.923063544806273;train;0.206746988333333;3;90;186;3;50;350;continuous
637_fri_c1_500_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.919910220709937;test;0.206746988333333;3;90;186;3;50;350;continuous
604_fri_c4_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217838356021368;train;1.70215185166667;10;261;542;5;10;350;continuous
604_fri_c4_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359439305479626;test;1.70215185166667;10;261;542;5;10;350;continuous
230_machine_cpu;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.250649057668072;train;0.564178101666667;5;12;136;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.333508072953832;test;0.564178101666667;5;12;136;6;6;147;continuous
fars;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897446513871556;train;53.943084975;0;5;10;21;21;70678;multinomial
fars;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890663207243678;test;53.943084975;0;5;10;21;21;70678;multinomial
594_fri_c2_100_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86061006260739;train;0.109176761666667;3;25;166;1;5;70;continuous
594_fri_c2_100_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882140811934344;test;0.109176761666667;3;25;166;1;5;70;continuous
wine_quality_red;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931394712065295;train;4.3144648;10;300;620;10;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75400395208366;test;4.3144648;10;300;620;10;11;1120;multinomial
613_fri_c3_250_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801250663501166;train;0.85418369;3;160;326;5;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834625029759402;test;0.85418369;3;160;326;5;5;175;continuous
mfeat_zernike;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125101012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989221317233113;train;2.56621973166667;3;160;326;32;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125101012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976618268338515;test;2.56621973166667;3;160;326;32;32;1400;multinomial
612_fri_c1_1000_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191453351256052;train;1.28120945666667;5;200;410;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292423630409182;test;1.28120945666667;5;200;410;5;5;700;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125105045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91690994161674;train;0.840720103333333;6;45;292;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125105045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917961028166557;test;0.840720103333333;6;45;292;9;9;81648;continuous
pima;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843248022057061;train;0.406493531666667;3;8;56;7;8;538;binomial
pima;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80994455994456;test;0.406493531666667;3;8;56;7;8;538;binomial
iris;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995386389850058;train;0.0436512333333333;3;3;24;3;3;105;multinomial
iris;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997395833333333;test;0.0436512333333333;3;3;24;3;3;105;multinomial
207_autoPrice;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325608435554265;train;1.33286217166667;8;260;536;2;9;112;continuous
207_autoPrice;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372218828562233;test;1.33286217166667;8;260;536;2;9;112;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656958142054123;train;4.58791044333333;6;50;292;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.65776526575458;test;4.58791044333333;6;50;292;10;10;700000;continuous
allbp;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98051367382973;train;4.15104115;12;340;704;18;25;2641;multinomial
allbp;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967055754323196;test;4.15104115;12;340;704;18;25;2641;multinomial
596_fri_c2_250_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273374571674168;train;1.02023976166667;5;200;410;2;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421664368209096;test;1.02023976166667;5;200;410;2;5;175;continuous
crx;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889567981000943;train;0.656845786666667;3;160;326;4;14;483;binomial
crx;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910597266429508;test;0.656845786666667;3;160;326;4;14;483;binomial
556_analcatdata_apnea2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0972798225859457;train;2.49995896;20;324;688;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169643008280098;test;2.49995896;20;324;688;3;3;333;continuous
1089_USCrime;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.420134141592198;train;0.625471644983333;3;160;326;6;8;33;continuous
1089_USCrime;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.392686984547623;test;0.625471644983333;3;160;326;6;8;33;continuous
584_fri_c4_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796396628938414;train;0.954742518333333;3;49;150;3;25;350;continuous
584_fri_c4_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824023988579623;test;0.954742518333333;3;49;150;3;25;350;continuous
228_elusage;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418846066440431;train;0.037665485;3;5;40;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315139220275706;test;0.037665485;3;5;40;1;1;39;continuous
yeast;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868798989816457;train;0.242105821666667;7;8;120;5;8;1036;multinomial
yeast;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864456054731067;test;0.242105821666667;7;8;120;5;8;1036;multinomial
clean1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.102369021666667;3;36;78;2;88;334;binomial
clean1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.102369021666667;3;36;78;2;88;334;binomial
634_fri_c2_100_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.725146052736791;train;1.06290913166667;12;18;448;7;9;70;continuous
634_fri_c2_100_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.945044756297786;test;1.06290913166667;12;18;448;7;9;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.544150568133976;train;0.109352005;3;25;166;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535352112713061;test;0.109352005;3;25;166;5;5;70;continuous
lupus;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880718954248366;train;0.453307665;3;144;294;2;2;61;binomial
lupus;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8125;test;0.453307665;3;144;294;2;2;61;binomial
optdigits;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999783499852393;train;3.51213540666667;3;160;326;52;61;3934;multinomial
optdigits;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999078821316122;test;3.51213540666667;3;160;326;52;61;3934;multinomial
598_fri_c0_1000_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.498150203873122;train;0.18398404;3;85;176;13;25;700;continuous
598_fri_c0_1000_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.518537608767775;test;0.18398404;3;85;176;13;25;700;continuous
horse_colic;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953968046097433;train;1.92652134;10;300;620;21;22;258;binomial
horse_colic;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87568870523416;test;1.92652134;10;300;620;21;22;258;binomial
adult;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882607924844656;train;9.95880333166667;3;12;76;5;12;34190;binomial
adult;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88024052820844;test;9.95880333166667;3;12;76;5;12;34190;binomial
fars;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845305698070361;train;45.331903805;0;100;200;21;21;70678;multinomial
fars;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873911751589534;test;45.331903805;0;100;200;21;21;70678;multinomial
628_fri_c3_1000_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842619700348676;train;0.118753146666667;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872348625968408;test;0.118753146666667;3;25;156;5;5;700;continuous
crx;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947809589513625;train;0.849559696666667;3;160;326;10;14;483;binomial
crx;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911536972512582;test;0.849559696666667;3;160;326;10;14;483;binomial
192_vineyard;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.781362104083822;train;1.66404435333333;11;314;650;1;2;37;continuous
192_vineyard;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.716113571001655;test;1.66404435333333;11;314;650;1;2;37;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230768299896149;train;1.14582738665;6;220;452;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355293163677311;test;1.14582738665;6;220;452;5;5;350;continuous
Hill_Valley_without_noise;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530971874129769;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456421595725078;test;;-Inf;-Inf;;1;1;849;binomial
608_fri_c3_1000_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831646514267282;train;0.232749735;5;50;250;6;10;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864855658312282;test;0.232749735;5;50;250;6;10;700;continuous
twonorm;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998068483519157;train;1.49254944;3;160;326;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997226712873233;test;1.49254944;3;160;326;20;20;5180;binomial
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124191352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252818671402718;train;8.79995636166667;13;360;746;9;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124191352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.424434081927523;test;8.79995636166667;13;360;746;9;50;700;continuous
vehicle;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125184606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943768420705399;train;2.07127907666667;3;13;76;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125184606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939837053099432;test;2.07127907666667;3;13;76;13;13;593;multinomial
649_fri_c0_500_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474087729624203;train;0.23346737;3;10;72;5;5;350;continuous
649_fri_c0_500_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440570069775876;test;0.23346737;3;10;72;5;5;350;continuous
flags;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778701825013419;train;1.01196473331667;12;39;516;5;39;125;multinomial
flags;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.64356110120816;test;1.01196473331667;12;39;516;5;39;125;multinomial
satimage;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991777439592365;train;3.19456149666667;5;200;410;24;25;4505;multinomial
satimage;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985960085834941;test;3.19456149666667;5;200;410;24;25;4505;multinomial
wine_quality_red;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.761758724546034;train;7.053240485;11;11;250;7;11;1120;multinomial
wine_quality_red;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768498211058312;test;7.053240485;11;11;250;7;11;1120;multinomial
624_fri_c0_100_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125210336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475289968247941;train;0.191377845;3;10;76;5;5;70;continuous
624_fri_c0_100_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125210336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.583046267980489;test;0.191377845;3;10;76;5;5;70;continuous
1191_BNG_pbc;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79573226832217;train;33.7288047633333;3;36;146;16;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126114438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795158347920521;test;33.7288047633333;3;36;146;16;18;700000;continuous
584_fri_c4_500_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823484815474583;train;1.71235186833333;7;240;494;8;25;350;continuous
584_fri_c4_500_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.781026835892593;test;1.71235186833333;7;240;494;8;25;350;continuous
657_fri_c2_250_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806264797684491;train;0.762953515;3;160;326;10;10;175;continuous
657_fri_c2_250_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801458093333535;test;0.762953515;3;160;326;10;10;175;continuous
197_cpu_act;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188260323876538;train;4.835308925;3;160;326;10;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209782376159535;test;4.835308925;3;160;326;10;17;5735;continuous
optdigits;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999819648235464;train;3.11953531833333;3;160;326;62;62;3934;multinomial
optdigits;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999514317297738;test;3.11953531833333;3;160;326;62;62;3934;multinomial
599_fri_c2_1000_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179777128596024;train;3.42527793;12;308;640;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277272101699625;test;3.42527793;12;308;640;5;5;700;continuous
backache;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842417701025364;train;0.876180185;13;118;594;6;32;126;binomial
backache;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.565217391304348;test;0.876180185;13;118;594;6;32;126;binomial
hepatitis;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960815047021944;train;1.59134769666667;8;260;536;16;19;109;binomial
hepatitis;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.844444444444445;test;1.59134769666667;8;260;536;16;19;109;binomial
irish;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888517095149748;train;0.324140858333333;9;16;290;3;4;350;binomial
irish;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876524390243903;test;0.324140858333333;9;16;290;3;4;350;binomial
647_fri_c1_250_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802894076124823;train;0.564901233333333;3;20;128;7;10;175;continuous
647_fri_c1_250_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84030021223001;test;0.564901233333333;3;20;128;7;10;175;continuous
analcatdata_happiness;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.750248015873016;train;0.215618773333333;8;3;52;2;3;42;multinomial
analcatdata_happiness;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.541666666666667;test;0.215618773333333;8;3;52;2;3;42;multinomial
602_fri_c3_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245682851406741;train;2.77996731166667;18;390;816;6;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435141371301607;test;2.77996731166667;18;390;816;6;9;175;continuous
sonar;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.32396642166667;20;500;1040;59;60;146;binomial
sonar;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928648648648649;test;4.32396642166667;20;500;1040;59;60;146;binomial
605_fri_c2_250_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757969093571436;train;1.85087618998333;6;50;276;20;25;175;continuous
605_fri_c2_250_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794457482657889;test;1.85087618998333;6;50;276;20;25;175;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471888071454497;train;0.55071707;3;160;326;1;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356174965687732;test;0.55071707;3;160;326;1;2;156;continuous
diabetes;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878186968838527;train;1.10401957165;3;160;326;6;8;538;binomial
diabetes;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83607900991722;test;1.10401957165;3;160;326;6;8;538;binomial
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835846367397347;train;0.23233073;3;90;186;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847571694338656;test;0.23233073;3;90;186;5;50;700;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656965512876693;train;6.08675719166667;8;50;376;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658116760688378;test;6.08675719166667;8;50;376;10;10;700000;continuous
contraceptive;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724223077608572;train;1.86406037166667;6;204;420;6;9;1032;multinomial
contraceptive;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.689326404235115;test;1.86406037166667;6;204;420;6;9;1032;multinomial
573_cpu_act;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.311911355685133;train;1.16304122;3;29;134;2;16;5735;continuous
573_cpu_act;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.317393695430951;test;1.16304122;3;29;134;2;16;5735;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287962525203388;train;1.11609001833333;7;208;430;7;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508104444668123;test;1.11609001833333;7;208;430;7;10;350;continuous
wdbc;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999196787148594;train;0.729335418333333;3;160;326;22;22;399;binomial
wdbc;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984169653524492;test;0.729335418333333;3;160;326;22;22;399;binomial
519_vinnie;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472596617629704;train;0.160333100016667;3;4;32;1;2;266;continuous
519_vinnie;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48973666533773;test;0.160333100016667;3;4;32;1;2;266;continuous
new_thyroid;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999554962171785;train;0.0427501933333333;3;5;36;3;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0427501933333333;3;5;36;3;5;151;multinomial
1196_BNG_pharynx;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660596799846997;train;26.7425620566667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662462379056195;test;26.7425620566667;3;20;134;10;10;700000;continuous
582_fri_c1_500_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795928863320087;train;0.804646891666667;5;50;234;7;25;350;continuous
582_fri_c1_500_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861814684752955;test;0.804646891666667;5;50;234;7;25;350;continuous
687_sleuth_ex1605;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412133988714176;train;1.20732923166667;6;220;452;4;4;44;continuous
687_sleuth_ex1605;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.582300760697986;test;1.20732923166667;6;220;452;4;4;44;continuous
589_fri_c2_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80761312168395;train;0.823620553333333;3;160;326;5;25;700;continuous
589_fri_c2_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804439439352525;test;0.823620553333333;3;160;326;5;25;700;continuous
crx;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932631942048982;train;1.331735085;7;240;494;9;13;483;binomial
crx;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898761130468447;test;1.331735085;7;240;494;9;13;483;binomial
1196_BNG_pharynx;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125102830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656958142054124;train;5.46013579;7;50;334;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125102830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657765265754577;test;5.46013579;7;50;334;10;10;700000;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247457528734781;train;3.94678953001667;12;340;704;14;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444866988865816;test;3.94678953001667;12;340;704;14;72;742;continuous
201_pol;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.716493627233918;train;12.7319688816667;10;52;440;26;26;10500;continuous
201_pol;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.740128273525184;test;12.7319688816667;10;52;440;26;26;10500;continuous
texture;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999968715770504;train;36.8524156166667;3;15;90;15;15;3850;multinomial
texture;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999852303226767;test;36.8524156166667;3;15;90;15;15;3850;multinomial
646_fri_c3_500_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811666715439567;train;1.76573612668333;7;20;284;5;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790620404932899;test;1.76573612668333;7;20;284;5;10;350;continuous
clean1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.120840078333333;3;36;78;1;92;334;binomial
clean1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.120840078333333;3;36;78;1;92;334;binomial
segmentation;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998844785337799;train;1.52167911666667;3;160;326;14;14;1617;multinomial
segmentation;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998221159860384;test;1.52167911666667;3;160;326;14;14;1617;multinomial
australian;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940170125775268;train;0.823848508333333;6;13;158;10;13;483;binomial
australian;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937796771130104;test;0.823848508333333;6;13;158;10;13;483;binomial
1196_BNG_pharynx;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657168557234699;train;6.74251798666667;9;50;418;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657680737592227;test;6.74251798666667;9;50;418;10;10;700000;continuous
wine_recognition;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.666236123333333;3;160;326;10;13;125;multinomial
wine_recognition;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99890350877193;test;0.666236123333333;3;160;326;10;13;125;multinomial
647_fri_c1_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793965802000591;train;0.989212721666667;3;160;326;10;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848005340271689;test;0.989212721666667;3;160;326;10;10;175;continuous
allrep;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934243952662182;train;1.98069890833333;3;160;326;5;25;2641;multinomial
allrep;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913546423135464;test;1.98069890833333;3;160;326;5;25;2641;multinomial
658_fri_c3_250_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85576640139863;train;0.826941898333333;3;160;326;10;25;175;continuous
658_fri_c3_250_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.756179777449387;test;0.826941898333333;3;160;326;10;25;175;continuous
547_no2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.626697524598797;train;0.423873638333333;8;35;374;7;7;350;continuous
547_no2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656542485289657;test;0.423873638333333;8;35;374;7;7;350;continuous
agaricus_lepiota;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999970675574392;train;2.71459188166667;3;160;326;10;20;5702;binomial
agaricus_lepiota;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999953355454257;test;2.71459188166667;3;160;326;10;20;5702;binomial
page_blocks;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978177014005244;train;2.00560341831667;3;160;326;9;9;3832;multinomial
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634_fri_c2_100_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796320253706273;train;0.804456726666667;13;45;596;2;9;70;continuous
634_fri_c2_100_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785163195539488;test;0.804456726666667;13;45;596;2;9;70;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206462277696062;train;1.48749480833333;6;220;452;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389372014038936;test;1.48749480833333;6;220;452;5;5;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318531666303494;train;2.296509055;7;240;494;7;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.517478119855644;test;2.296509055;7;240;494;7;25;350;continuous
635_fri_c0_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283849399135399;train;2.24884768;14;380;788;6;10;175;continuous
635_fri_c0_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.542874986144186;test;2.24884768;14;380;788;6;10;175;continuous
shuttle;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7494949513286;train;8.32186751833333;0;4;8;1;8;40600;multinomial
shuttle;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751910781197555;test;8.32186751833333;0;4;8;1;8;40600;multinomial
twonorm;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125210255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999346585877668;train;4.80727202666667;3;160;326;20;20;5180;binomial
twonorm;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125210255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996872389768583;test;4.80727202666667;3;160;326;20;20;5180;binomial
207_autoPrice;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444160412469056;train;0.737073021666667;6;18;198;2;9;112;continuous
207_autoPrice;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.345484554458197;test;0.737073021666667;6;18;198;2;9;112;continuous
letter;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124155517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973860595594139;train;36.8770061916667;3;160;326;14;16;14000;multinomial
letter;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124155517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974244652350679;test;36.8770061916667;3;160;326;14;16;14000;multinomial
588_fri_c4_1000_100;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235224317532927;train;3.80173880833333;3;160;326;5;99;700;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292811534776131;test;3.80173880833333;3;160;326;5;99;700;continuous
churn;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87515099497743;train;2.03824171331667;6;204;420;14;15;3500;binomial
churn;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.838832318613246;test;2.03824171331667;6;204;420;14;15;3500;binomial
591_fri_c1_100_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124211802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784037914800057;train;1.06508926333333;10;20;404;2;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124211802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.981801854554168;test;1.06508926333333;10;20;404;2;10;70;continuous
spectf;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125154629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923913043478261;train;0.426960756666667;6;137;300;23;44;245;binomial
spectf;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125154629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892011834319527;test;0.426960756666667;6;137;300;23;44;245;binomial
561_cpu;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125100403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0809952308495446;train;1.99938941333333;13;360;746;4;7;147;continuous
561_cpu;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125100403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.151681720037269;test;1.99938941333333;13;360;746;4;7;147;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833189586218715;train;0.329766978333333;7;50;334;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866096889136264;test;0.329766978333333;7;50;334;5;10;700;continuous
clean1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.172858823333333;3;52;110;1;92;334;binomial
clean1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.172858823333333;3;52;110;1;92;334;binomial
breast_w;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125184638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997082148735598;train;1.10560157833333;5;8;88;7;8;490;binomial
breast_w;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125184638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992129083038174;test;1.10560157833333;5;8;88;7;8;490;binomial
641_fri_c1_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814801744432725;train;0.818119006666667;3;160;326;7;10;350;continuous
641_fri_c1_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878081992995862;test;0.818119006666667;3;160;326;7;10;350;continuous
598_fri_c0_1000_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125103334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.502775419327191;train;1.51013487;6;204;420;7;25;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125103334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52191704297825;test;1.51013487;6;204;420;7;25;700;continuous
wdbc;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99809906291834;train;0.752138033333333;3;160;326;8;21;399;binomial
wdbc;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991636798088411;test;0.752138033333333;3;160;326;8;21;399;binomial
522_pm10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856944973433259;train;1.51315043;9;14;236;7;7;350;continuous
522_pm10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853446685492129;test;1.51315043;9;14;236;7;7;350;continuous
waveform_21;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125190423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991196306923211;train;2.95341783;3;160;326;21;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125190423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970333164279649;test;2.95341783;3;160;326;21;21;3500;multinomial
594_fri_c2_100_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867255784495028;train;0.38049027;10;10;216;1;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891348414968881;test;0.38049027;10;10;216;1;5;70;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259313145752456;train;1.5926566;7;240;494;4;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378686643851174;test;1.5926566;7;240;494;4;5;350;continuous
wdbc;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124183051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992408906882591;train;0.208111518333333;3;77;166;12;22;399;binomial
wdbc;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124183051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995606060606061;test;0.208111518333333;3;77;166;12;22;399;binomial
690_visualizing_galaxy;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.301684659552957;train;0.213860206666667;6;20;250;4;4;227;continuous
690_visualizing_galaxy;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.329664910622531;test;0.213860206666667;6;20;250;4;4;227;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234409168642537;train;1.36642692833333;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310247920266021;test;1.36642692833333;3;160;326;5;25;700;continuous
appendicitis;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926229508196721;train;1.09788460665;7;240;494;2;4;75;binomial
appendicitis;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857142857142857;test;1.09788460665;7;240;494;2;4;75;binomial
1193_BNG_lowbwt;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124183931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.595116868503884;train;32.9799220133333;6;220;452;8;9;21773;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124183931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.601105117065805;test;32.9799220133333;6;220;452;8;9;21773;continuous
ann_thyroid;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995717361877655;train;3.12023165166667;3;160;326;7;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995952314898846;test;3.12023165166667;3;160;326;7;21;5040;multinomial
allhyper;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125203302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991468829448204;train;5.08112555501667;20;317;674;22;25;2640;multinomial
allhyper;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125203302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936119513342744;test;5.08112555501667;20;317;674;22;25;2640;multinomial
phoneme;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806232386371225;train;0.77723047;16;20;502;5;5;3783;binomial
phoneme;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791113931370083;test;0.77723047;16;20;502;5;5;3783;binomial
645_fri_c3_500_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126094807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844943614041011;train;0.790545475;3;160;326;5;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126094807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81659389609239;test;0.790545475;3;160;326;5;49;350;continuous
contraceptive;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.814341600671273;train;1.21705513833333;3;160;326;7;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727382196455355;test;1.21705513833333;3;160;326;7;9;1032;multinomial
658_fri_c3_250_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782792143625076;train;2.07118381665;8;48;360;10;24;175;continuous
658_fri_c3_250_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.910572790595698;test;2.07118381665;8;48;360;10;24;175;continuous
prnn_fglass;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966999147485081;train;0.688876965;3;160;326;3;9;144;multinomial
prnn_fglass;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.874913194444445;test;0.688876965;3;160;326;3;9;144;multinomial
colic;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88560542998015;train;0.7945606;3;160;326;2;22;258;binomial
colic;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.858252076561936;test;0.7945606;3;160;326;2;22;258;binomial
597_fri_c2_500_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194856353636802;train;1.55406135666667;7;240;494;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340682667764201;test;1.55406135666667;7;240;494;5;5;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125194654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788491573198373;train;1.74707641833333;8;100;360;13;50;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125194654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790820985792878;test;1.74707641833333;8;100;360;13;50;350;continuous
225_puma8NH;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.73902892832146;train;0.160941896666667;3;40;166;2;8;5735;continuous
225_puma8NH;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768210044366118;test;0.160941896666667;3;40;166;2;8;5735;continuous
analcatdata_boxing1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694411057692308;train;0.0972458;3;3;24;2;3;84;binomial
analcatdata_boxing1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.692307692307692;test;0.0972458;3;3;24;2;3;84;binomial
calendarDOW;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733024989470325;train;1.20520243833333;3;15;86;1;15;280;multinomial
calendarDOW;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711202916370968;test;1.20520243833333;3;15;86;1;15;280;multinomial
1193_BNG_lowbwt;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608264630115277;train;4.33140449;3;43;166;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602735807069785;test;4.33140449;3;43;166;9;9;21773;continuous
621_fri_c0_100_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305272808231415;train;0.740550991666667;3;160;326;10;10;70;continuous
621_fri_c0_100_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.606512245325649;test;0.740550991666667;3;160;326;10;10;70;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796164043680598;train;0.364043635;9;25;408;5;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808257031888524;test;0.364043635;9;25;408;5;5;175;continuous
auto;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906729807610814;train;0.598528166666667;10;21;394;11;21;142;multinomial
auto;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811361489040061;test;0.598528166666667;10;21;394;11;21;142;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998204079335195;train;3.81265764166667;5;200;410;24;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997507449255832;test;3.81265764166667;5;200;410;24;136;1400;multinomial
628_fri_c3_1000_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843048070289493;train;0.295899708333333;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856631740283614;test;0.295899708333333;3;10;72;5;5;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835803925031472;train;0.637832938333333;3;20;128;7;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830660264574423;test;0.637832938333333;3;20;128;7;10;700;continuous
633_fri_c0_500_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494881644606371;train;0.958465731666667;3;50;150;15;25;350;continuous
633_fri_c0_500_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510496746427067;test;0.958465731666667;3;50;150;15;25;350;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828227225681022;train;2.15237878;7;100;318;9;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852192126297031;test;2.15237878;7;100;318;9;50;700;continuous
prnn_fglass;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125181939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93795656910107;train;0.89837870665;3;9;64;7;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125181939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886059027777778;test;0.89837870665;3;9;64;7;9;144;multinomial
593_fri_c1_1000_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811270181154636;train;1.04926431833333;3;160;326;9;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872484471791473;test;1.04926431833333;3;160;326;9;10;700;continuous
hungarian;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906520605112154;train;0.736326951666667;3;160;326;12;12;206;binomial
hungarian;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902964959568733;test;0.736326951666667;3;160;326;12;12;206;binomial
sonar;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946240601503759;train;1.662997275;20;211;888;25;60;146;binomial
sonar;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752380952380952;test;1.662997275;20;211;888;25;60;146;binomial
650_fri_c0_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242835701120065;train;1.19038181;3;160;326;23;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.467181855234738;test;1.19038181;3;160;326;23;50;350;continuous
movement_libras;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979613991298385;train;33.6974069916667;9;20;332;10;20;252;multinomial
movement_libras;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961861061274327;test;33.6974069916667;9;20;332;10;20;252;multinomial
prnn_synth;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125113943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922328194408153;train;0.552754421666667;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125113943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906339031339031;test;0.552754421666667;3;160;326;2;2;175;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998823529411765;train;0.723937926666667;3;160;326;4;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983333333333333;test;0.723937926666667;3;160;326;4;4;185;binomial
594_fri_c2_100_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125153621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866876680577804;train;0.331046871666667;8;25;370;3;5;70;continuous
594_fri_c2_100_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125153621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.948370822206545;test;0.331046871666667;8;25;370;3;5;70;continuous
agaricus_lepiota;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998901871276452;train;2.991594285;3;20;70;10;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999675869253634;test;2.991594285;3;20;70;10;20;5702;binomial
mfeat_fourier;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983475875695429;train;49.756156325;3;60;138;29;76;1400;multinomial
mfeat_fourier;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970598249127296;test;49.756156325;3;60;138;29;76;1400;multinomial
522_pm10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835963939704773;train;0.918031655;5;200;410;5;7;350;continuous
522_pm10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859026695678386;test;0.918031655;5;200;410;5;7;350;continuous
Hill_Valley_with_noise;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.534592067862853;train;0.744413636666667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.530879221174323;test;0.744413636666667;3;160;326;1;1;849;binomial
mfeat_zernike;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989941283132399;train;1.993359295;3;160;326;33;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979747395666508;test;1.993359295;3;160;326;33;33;1400;multinomial
yeast;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89590964865456;train;1.25920483;3;160;326;8;8;1036;multinomial
yeast;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8786172066117;test;1.25920483;3;160;326;8;8;1036;multinomial
556_analcatdata_apnea2;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.225342491710144;train;2.082763155;9;280;578;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479829440727482;test;2.082763155;9;280;578;3;3;333;continuous
633_fri_c0_500_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493269849695076;train;1.68129811668333;20;256;552;17;25;350;continuous
633_fri_c0_500_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507522362243577;test;1.68129811668333;20;256;552;17;25;350;continuous
ionosphere;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978110840013942;train;10.436851115;17;32;696;32;32;246;binomial
ionosphere;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934612031386225;test;10.436851115;17;32;696;32;32;246;binomial
hepatitis;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909632034632035;train;2.61795924666667;15;19;566;10;19;109;binomial
hepatitis;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.664935064935065;test;2.61795924666667;15;19;566;10;19;109;binomial
schizo;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827920535090346;train;3.644617355;20;475;990;7;13;238;multinomial
schizo;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.579176470588235;test;3.644617355;20;475;990;7;13;238;multinomial
653_fri_c0_250_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452413876392368;train;1.62243037833333;6;50;276;18;25;175;continuous
653_fri_c0_250_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.536252962809256;test;1.62243037833333;6;50;276;18;25;175;continuous
561_cpu;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.141264374769967;train;0.842125453333333;10;14;294;6;7;147;continuous
561_cpu;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.168128970158228;test;0.842125453333333;10;14;294;6;7;147;continuous
Hill_Valley_without_noise;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.496751984898118;train;0.0318534;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535104767689037;test;0.0318534;3;4;32;1;1;849;binomial
207_autoPrice;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26032015107349;train;0.632444648333333;3;160;326;7;10;112;continuous
207_autoPrice;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400747418947034;test;0.632444648333333;3;160;326;7;10;112;continuous
564_fried;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257614206740735;train;30.2412691533333;6;220;452;5;10;28538;continuous
564_fried;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290078004129901;test;30.2412691533333;6;220;452;5;10;28538;continuous
1096_FacultySalaries;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125184720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358378880924295;train;1.06597551166667;6;220;452;1;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125184720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420340328187256;test;1.06597551166667;6;220;452;1;2;35;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125132423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824684899707874;train;0.197763095;3;85;176;8;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125132423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85693012356869;test;0.197763095;3;85;176;8;25;700;continuous
heart_c;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928990401706363;train;1.305346375;17;52;754;8;13;213;binomial
heart_c;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914883026381284;test;1.305346375;17;52;754;8;13;213;binomial
wine_quality_red;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796067679401013;train;0.265872740016667;8;11;170;5;11;1120;multinomial
wine_quality_red;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749378868973529;test;0.265872740016667;8;11;170;5;11;1120;multinomial
624_fri_c0_100_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476778614265964;train;0.124583761666667;3;25;166;5;5;70;continuous
624_fri_c0_100_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.573460602174803;test;0.124583761666667;3;25;166;5;5;70;continuous
641_fri_c1_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818614969091199;train;1.26195961333333;7;20;290;10;10;350;continuous
641_fri_c1_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881060809078911;test;1.26195961333333;7;20;290;10;10;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473193452115486;train;0.224225378333333;6;25;282;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433920538698651;test;0.224225378333333;6;25;282;5;5;350;continuous
bupa;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.706738655002734;train;0.109203953333333;3;5;36;5;5;242;binomial
bupa;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66289592760181;test;0.109203953333333;3;5;36;5;5;242;binomial
503_wind;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456206390352414;train;2.11376948166667;7;224;462;14;14;4602;continuous
503_wind;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471639767723682;test;2.11376948166667;7;224;462;14;14;4602;continuous
586_fri_c3_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166398380462573;train;2.77815294666667;17;360;754;6;25;700;continuous
586_fri_c3_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315972558843033;test;2.77815294666667;17;360;754;6;25;700;continuous
mfeat_fourier;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124182721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989132728252963;train;33.8665061183333;2;46;96;50;76;1400;multinomial
mfeat_fourier;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124182721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974223593510926;test;33.8665061183333;2;46;96;50;76;1400;multinomial
591_fri_c1_100_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.728846204501953;train;0.246144991666667;6;50;302;7;10;70;continuous
591_fri_c1_100_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.04518475974773;test;0.246144991666667;6;50;302;7;10;70;continuous
pima;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842683001719479;train;0.97596973;12;8;200;8;8;538;binomial
pima;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815720808871494;test;0.97596973;12;8;200;8;8;538;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0437399400166667;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0437399400166667;3;4;32;0;1;849;binomial
646_fri_c3_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19118029854489;train;1.83516759831667;12;260;544;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339283933328657;test;1.83516759831667;12;260;544;5;9;350;continuous
prnn_fglass;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912912582484464;train;1.096457905;5;200;410;7;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859541446208113;test;1.096457905;5;200;410;7;9;144;multinomial
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790442775966475;train;1.52732537333333;6;220;452;25;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861461300427305;test;1.52732537333333;6;220;452;25;50;700;continuous
breast;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998386771526518;train;0.719090186666667;3;10;68;9;10;490;binomial
breast;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977081192189106;test;0.719090186666667;3;10;68;9;10;490;binomial
ring;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767528720167929;train;0.907536676666667;3;160;326;20;20;5180;binomial
ring;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75976250415309;test;0.907536676666667;3;160;326;20;20;5180;binomial
cleveland;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.738759252143868;train;2.19124967;10;300;620;4;13;213;multinomial
cleveland;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.641639359698682;test;2.19124967;10;300;620;4;13;213;multinomial
flags;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911658983206809;train;1.36414310333333;17;39;726;16;39;125;multinomial
flags;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.688227371756784;test;1.36414310333333;17;39;726;16;39;125;multinomial
sonar;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867793427230047;train;0.198602173333333;3;84;174;10;60;146;binomial
sonar;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858974358974359;test;0.198602173333333;3;84;174;10;60;146;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.511012506386476;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.505208971687707;test;;-Inf;-Inf;;1;1;849;binomial
611_fri_c3_100_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.564887378119381;train;0.688951626666667;3;160;326;1;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.722296028267064;test;0.688951626666667;3;160;326;1;4;70;continuous
analcatdata_boxing2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680436847103514;train;1.26452746166667;20;246;532;1;3;93;binomial
analcatdata_boxing2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.717914438502674;test;1.26452746166667;20;246;532;1;3;93;binomial
clean2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124211217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999891943939232;train;7.730280595;6;220;452;39;109;4619;binomial
clean2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124211217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998640550327585;test;7.730280595;6;220;452;39;109;4619;binomial
churn;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965908485339482;train;2.65386985166667;3;160;326;10;15;3500;binomial
churn;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912310504207788;test;2.65386985166667;3;160;326;10;15;3500;binomial
allrep;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941320261437908;train;15.477358785;6;24;252;4;24;2641;multinomial
allrep;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889684955266259;test;15.477358785;6;24;252;4;24;2641;multinomial
620_fri_c1_1000_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826466752810051;train;0.735107001666667;3;50;146;5;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865407963768658;test;0.735107001666667;3;50;146;5;25;700;continuous
german;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792585209505941;train;0.746010135;3;160;326;10;20;700;binomial
german;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737614966555184;test;0.746010135;3;160;326;10;20;700;binomial
waveform_21;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967142147519779;train;6.01502052833333;3;21;120;21;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967217825285024;test;6.01502052833333;3;21;120;21;21;3500;multinomial
218_house_8L;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367025348898841;train;33.9574748716667;7;240;494;8;8;15949;continuous
218_house_8L;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377993482535592;test;33.9574748716667;7;240;494;8;8;15949;continuous
credit_g;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810349783429642;train;2.90376449;9;20;308;7;20;700;binomial
credit_g;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751104565537555;test;2.90376449;9;20;308;7;20;700;binomial
197_cpu_act;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.333452796402653;train;1.14061831;3;31;136;1;18;5735;continuous
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621_fri_c0_100_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.730009744096138;test;1.36071549333333;6;220;452;9;10;70;continuous
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1199_BNG_echoMonths;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.721922286228224;train;2.53418005;5;184;378;6;9;12248;continuous
1199_BNG_echoMonths;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.707585017073779;test;2.53418005;5;184;378;6;9;12248;continuous
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optdigits;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999795916409851;train;5.11226743333333;3;160;326;62;62;3934;multinomial
optdigits;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999521681178509;test;5.11226743333333;3;160;326;62;62;3934;multinomial
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177182746016142;train;1.91610904833333;8;260;536;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286013779180028;test;1.91610904833333;8;260;536;5;5;700;continuous
prnn_fglass;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927583125120123;train;1.437580715;7;240;494;9;9;144;multinomial
prnn_fglass;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868097757621567;test;1.437580715;7;240;494;9;9;144;multinomial
cmc;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.621045430971654;train;0.107676596666667;5;9;92;2;9;1032;multinomial
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602_fri_c3_250_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850335032179447;train;1.39273784668333;5;200;410;3;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83253877554609;test;1.39273784668333;5;200;410;3;9;175;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125153332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827036632405905;train;0.77063926;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125153332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850304307264596;test;0.77063926;3;160;326;5;50;700;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221232146113817;train;1.52822378833333;10;252;524;3;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360009626554134;test;1.52822378833333;10;252;524;3;4;175;continuous
690_visualizing_galaxy;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.246228777484272;train;1.02957046;5;200;410;2;4;227;continuous
690_visualizing_galaxy;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.28073435398706;test;1.02957046;5;200;410;2;4;227;continuous
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glass2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802083333333333;test;0.462435091666667;5;9;98;9;9;115;binomial
movement_libras;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987145396944159;train;31.60718641;9;20;322;12;20;252;multinomial
movement_libras;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964090005232862;test;31.60718641;9;20;322;12;20;252;multinomial
613_fri_c3_250_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804159026428303;train;0.723401905;9;10;192;3;5;175;continuous
613_fri_c3_250_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800939336561454;test;0.723401905;9;10;192;3;5;175;continuous
australian;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940002088700132;train;0.692462251666667;3;160;326;13;14;483;binomial
australian;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929323308270677;test;0.692462251666667;3;160;326;13;14;483;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947712418300654;train;0.616136336666667;3;160;326;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982142857142857;test;0.616136336666667;3;160;326;4;4;35;binomial
hypothyroid;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998867460259262;train;1.77832422;3;160;326;10;20;2215;binomial
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595_fri_c0_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254361032572916;train;2.17828245833333;9;280;578;8;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426209000856264;test;2.17828245833333;9;280;578;8;10;700;continuous
ecoli;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980177107801703;train;0.731676996666667;3;160;326;5;5;229;multinomial
ecoli;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962757437070938;test;0.731676996666667;3;160;326;5;5;229;multinomial
biomed;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962648221343873;train;0.607086433333333;11;32;494;6;8;147;binomial
biomed;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961904761904762;test;0.607086433333333;11;32;494;6;8;147;binomial
618_fri_c3_1000_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125114946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82764405187591;train;1.667447815;8;244;504;10;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125114946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852018830404197;test;1.667447815;8;244;504;10;50;700;continuous
hungarian;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89509650495566;train;1.50575189166667;20;48;880;3;12;206;binomial
hungarian;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900539083557952;test;1.50575189166667;20;48;880;3;12;206;binomial
crx;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902725875737785;train;1.15454181501667;10;14;270;4;14;483;binomial
crx;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92075454034825;test;1.15454181501667;10;14;270;4;14;483;binomial
glass;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918921768707483;train;0.941324993333333;5;9;96;4;9;144;multinomial
glass;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840629005225279;test;0.941324993333333;5;9;96;4;9;144;multinomial
segmentation;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995552398813096;train;2.89979783666667;10;236;492;13;14;1617;multinomial
segmentation;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99665529901012;test;2.89979783666667;10;236;492;13;14;1617;multinomial
1595_poker;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816503172797285;train;36.2180274383333;1;18;52;5;10;717507;continuous
1595_poker;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814232269869437;test;36.2180274383333;1;18;52;5;10;717507;continuous
mnist;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977834256598992;train;81.5915418483333;2;45;94;313;654;49000;multinomial
mnist;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976543963107659;test;81.5915418483333;2;45;94;313;654;49000;multinomial
magic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86720552756723;train;0.692649151666667;8;36;340;9;9;13314;binomial
magic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862767170301104;test;0.692649151666667;8;36;340;9;9;13314;binomial
dis;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719407123053956;train;2.73378979;9;264;546;6;25;2641;binomial
dis;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.658824493810968;test;2.73378979;9;264;546;6;25;2641;binomial
601_fri_c1_250_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81040198427114;train;0.50814869665;6;10;132;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796355971253792;test;0.50814869665;6;10;132;5;5;175;continuous
churn;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87379468921525;train;0.804529616666667;9;60;418;9;15;3500;binomial
churn;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842068281863034;test;0.804529616666667;9;60;418;9;15;3500;binomial
537_houses;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603790402120541;train;0.678886858333333;3;10;72;5;5;14448;continuous
537_houses;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.596120184478193;test;0.678886858333333;3;10;72;5;5;14448;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446588891453206;train;0.418758025;5;130;270;44;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.386023537612826;test;0.418758025;5;130;270;44;72;742;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852393365584774;train;0.67186709;7;10;152;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836869390521735;test;0.67186709;7;10;152;5;5;700;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126104736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491412407868528;train;2.12809219666667;6;220;452;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126104736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.727431268773061;test;2.12809219666667;6;220;452;10;10;70;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125100727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608684180314676;train;2.709598475;3;18;94;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125100727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608834966136325;test;2.709598475;3;18;94;9;9;21773;continuous
615_fri_c4_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807954797327712;train;1.40808751;11;18;412;5;9;175;continuous
615_fri_c4_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87827967272129;test;1.40808751;11;18;412;5;9;175;continuous
ring;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993222811079933;train;6.859466765;10;300;620;20;20;5180;binomial
ring;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990873401870177;test;6.859466765;10;300;620;20;20;5180;binomial
colic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938343279709393;train;0.796122035;3;160;326;3;22;258;binomial
colic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.842086834733894;test;0.796122035;3;160;326;3;22;258;binomial
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830042969613719;train;1.56827535666667;6;220;452;8;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816813729555797;test;1.56827535666667;6;220;452;8;10;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125153332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827609751466673;train;0.984978891666667;3;72;150;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125153332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849275741677825;test;0.984978891666667;3;72;150;5;50;700;continuous
analcatdata_authorship;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.93545378;3;64;138;70;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.93545378;3;64;138;70;70;589;multinomial
557_analcatdata_apnea1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.282690248646031;train;3.32109768;20;405;850;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144850844097271;test;3.32109768;20;405;850;3;3;333;continuous
movement_libras;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999586665075387;train;3.124433925;9;280;578;19;20;252;multinomial
movement_libras;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969524124464601;test;3.124433925;9;280;578;19;20;252;multinomial
german;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839319108127547;train;1.85769317333333;12;308;640;19;20;700;binomial
german;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772202462380301;test;1.85769317333333;12;308;640;19;20;700;binomial
616_fri_c4_500_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832453665251803;train;0.690656433333333;3;160;326;5;50;350;continuous
616_fri_c4_500_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846237344361414;test;0.690656433333333;3;160;326;5;50;350;continuous
prnn_fglass;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917764751105132;train;0.144376876666667;6;9;116;6;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849483497102545;test;0.144376876666667;6;9;116;6;9;144;multinomial
calendarDOW;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894188433442215;train;19.0633750266667;8;14;222;8;14;280;multinomial
calendarDOW;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.797369084938051;test;19.0633750266667;8;14;222;8;14;280;multinomial
optdigits;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999617536617804;train;1.6683911;5;57;222;40;62;3934;multinomial
optdigits;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993401814920539;test;1.6683911;5;57;222;40;62;3934;multinomial
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613_fri_c3_250_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808573814084703;test;0.196243656683333;6;25;282;4;5;175;continuous
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603_fri_c0_250_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126092207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.564992635638482;test;2.80490929;8;260;536;22;50;175;continuous
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547_no2;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660134126388929;test;0.370011635;3;14;88;7;7;350;continuous
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wine_recognition;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99890350877193;test;0.847989915;3;160;326;10;13;125;multinomial
yeast;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865700458795488;train;1.25526320166667;3;160;326;5;8;1036;multinomial
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new_thyroid;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125134820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99890839836492;train;1.006346905;6;204;420;3;5;151;multinomial
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heart_statlog;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967532467532468;train;0.854789106666667;6;13;160;10;13;189;binomial
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breast_w;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992452865479575;train;0.908749706666667;3;160;326;8;8;490;binomial
breast_w;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994096812278631;test;0.908749706666667;3;160;326;8;8;490;binomial
clean1;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.55941997666667;12;340;704;84;89;334;binomial
clean1;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940670289855072;test;3.55941997666667;12;340;704;84;89;334;binomial
592_fri_c4_1000_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840742935095498;train;0.71389505;3;50;146;6;25;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83844603804738;test;0.71389505;3;50;146;6;25;700;continuous
527_analcatdata_election2000;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.33413929681592;train;0.113735293333333;5;4;48;1;2;47;continuous
527_analcatdata_election2000;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;11.6569591027484;test;0.113735293333333;5;4;48;1;2;47;continuous
cmc;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.809317171467933;train;1.872150595;6;220;452;9;9;1032;multinomial
cmc;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760469937674368;test;1.872150595;6;220;452;9;9;1032;multinomial
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pima;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825528470185728;train;0.45940671;9;32;410;7;8;538;binomial
pima;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864370468029005;test;0.45940671;9;32;410;7;8;538;binomial
706_sleuth_case1202;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.621572152236182;train;0.388976596666667;9;30;428;1;6;66;continuous
706_sleuth_case1202;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.610569365772197;test;0.388976596666667;9;30;428;1;6;66;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837750167458677;train;0.677603883333333;3;20;134;3;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811246634212658;test;0.677603883333333;3;20;134;3;10;700;continuous
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mfeat_factors;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125092616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994242599648409;test;0.993245385;5;86;222;32;134;1400;multinomial
597_fri_c2_500_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126091044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306134749825622;train;2.27940680666667;13;360;746;4;5;350;continuous
597_fri_c2_500_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126091044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397843571079248;test;2.27940680666667;13;360;746;4;5;350;continuous
207_autoPrice;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124213337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.396827891250541;train;1.48951589833333;8;260;536;9;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124213337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.431529372015468;test;1.48951589833333;8;260;536;9;12;112;continuous
wine_quality_red;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125194140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901661971887066;train;3.97120949666667;12;340;704;6;11;1120;multinomial
wine_quality_red;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125194140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711578114608959;test;3.97120949666667;12;340;704;6;11;1120;multinomial
594_fri_c2_100_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125145801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816610236918291;train;0.814763488333333;3;160;326;4;5;70;continuous
594_fri_c2_100_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125145801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.92026319256692;test;0.814763488333333;3;160;326;4;5;70;continuous
706_sleuth_case1202;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.598061316681482;train;0.668399865;8;12;208;5;6;66;continuous
706_sleuth_case1202;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.624067695230233;test;0.668399865;8;12;208;5;6;66;continuous
satimage;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981748285461946;train;35.8214152783333;3;27;114;25;27;4505;multinomial
satimage;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97700623097889;test;35.8214152783333;3;27;114;25;27;4505;multinomial
colic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908721843897328;train;0.358207966666667;5;73;258;5;22;258;binomial
colic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858126721763085;test;0.358207966666667;5;73;258;5;22;258;binomial
658_fri_c3_250_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82971722584986;train;1.54399275833333;12;50;528;15;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883255909722002;test;1.54399275833333;12;50;528;15;25;175;continuous
german;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125154448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827015104291537;train;6.24518066833333;18;20;612;14;20;700;binomial
german;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125154448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.78265389876881;test;6.24518066833333;18;20;612;14;20;700;binomial
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124200413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611061035398795;train;4.07993377333333;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124200413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.614854657943555;test;4.07993377333333;3;160;326;9;9;21773;continuous
vehicle;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949817952287144;train;1.80477282666667;3;13;80;13;13;593;multinomial
vehicle;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949357135668277;test;1.80477282666667;3;13;80;13;13;593;multinomial
1096_FacultySalaries;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.357396656219292;train;0.0949564266666667;3;4;32;2;2;35;continuous
1096_FacultySalaries;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.673976044077203;test;0.0949564266666667;3;4;32;2;2;35;continuous
615_fri_c4_250_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215913018062119;train;1.87475778333333;15;323;676;5;9;175;continuous
615_fri_c4_250_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468745609120216;test;1.87475778333333;15;323;676;5;9;175;continuous
prnn_crabs;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.637254901960784;train;0.633630263333333;3;160;326;4;4;140;binomial
prnn_crabs;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.589285714285714;test;0.633630263333333;3;160;326;4;4;140;binomial
heart_h;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946177613874215;train;0.789903168333333;5;12;126;9;12;206;binomial
heart_h;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918032786885246;test;0.789903168333333;5;12;126;9;12;206;binomial
656_fri_c1_100_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760410603984707;train;0.388526165;8;25;376;5;5;70;continuous
656_fri_c1_100_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.99827959831333;test;0.388526165;8;25;376;5;5;70;continuous
pima;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846413657577991;train;0.841059818333333;16;32;692;8;8;538;binomial
pima;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820368558382257;test;0.841059818333333;16;32;692;8;8;538;binomial
heart_h;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923473066227212;train;0.180641085;3;47;166;11;12;206;binomial
heart_h;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892561983471074;test;0.180641085;3;47;166;11;12;206;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.525126311698407;train;3.418501805;20;428;896;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.515198906771941;test;3.418501805;20;428;896;1;1;849;binomial
biomed;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993336109954186;train;0.604191676666667;3;160;326;7;8;147;binomial
biomed;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913461538461539;test;0.604191676666667;3;160;326;7;8;147;binomial
Hill_Valley_with_noise;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540109579003464;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527504105090312;test;;-Inf;-Inf;;1;1;849;binomial
fars;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867407983058871;train;36.4838844983333;0;100;200;5;21;70678;multinomial
fars;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830171404066533;test;36.4838844983333;0;100;200;5;21;70678;multinomial
page_blocks;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967653343435095;train;0.301508133333333;7;7;106;5;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98063138230115;test;0.301508133333333;7;7;106;5;7;3832;multinomial
lupus;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880718954248366;train;0.05527277;3;2;16;2;2;61;binomial
lupus;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8125;test;0.05527277;3;2;16;2;2;61;binomial
627_fri_c2_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200144780812475;train;1.05280464666667;5;200;410;8;10;350;continuous
627_fri_c2_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399450489917614;test;1.05280464666667;5;200;410;8;10;350;continuous
analcatdata_germangss;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125095910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722436741224185;train;0.949875846666667;3;160;326;1;5;280;multinomial
analcatdata_germangss;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125095910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736837290919952;test;0.949875846666667;3;160;326;1;5;280;multinomial
649_fri_c0_500_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46517542763516;train;0.103748693333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453681752659406;test;0.103748693333333;3;25;156;5;5;350;continuous
590_fri_c0_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.470417131155457;train;0.791707506666667;12;217;468;19;50;700;continuous
590_fri_c0_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.477541479170986;test;0.791707506666667;12;217;468;19;50;700;continuous
prnn_fglass;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989851982657134;train;1.45946646833333;7;240;494;9;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945641304347826;test;1.45946646833333;7;240;494;9;9;144;multinomial
617_fri_c3_500_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125113752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824348108091555;train;0.119423198333333;3;25;156;5;5;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125113752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83681962609966;test;0.119423198333333;3;25;156;5;5;350;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241465343604689;train;2.27484285833333;15;352;734;3;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478718055163719;test;2.27484285833333;15;352;734;3;9;175;continuous
557_analcatdata_apnea1;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.176627203007604;train;0.077634;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292490958574827;test;0.077634;3;15;120;3;3;333;continuous
waveform_21;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967596659305978;train;1.50205251333333;3;160;326;17;21;3500;multinomial
waveform_21;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967736002050603;test;1.50205251333333;3;160;326;17;21;3500;multinomial
prnn_fglass;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962763924410344;train;0.165432985;7;9;134;6;9;144;multinomial
prnn_fglass;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818020833333333;test;0.165432985;7;9;134;6;9;144;multinomial
592_fri_c4_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835539675077036;train;0.175498975;3;85;176;8;25;700;continuous
592_fri_c4_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849571550893844;test;0.175498975;3;85;176;8;25;700;continuous
waveform_40;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96983715063314;train;20.6306479483333;7;40;304;25;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971141733895785;test;20.6306479483333;7;40;304;25;40;3500;multinomial
608_fri_c3_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125143612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216102954684991;train;2.61614494833333;15;336;702;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125143612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326817908094188;test;2.61614494833333;15;336;702;5;10;700;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71109400600106;train;0.77755428665;3;160;326;1;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861711670577146;test;0.77755428665;3;160;326;1;5;44;continuous
228_elusage;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253616016045979;train;0.605794226666667;3;160;326;1;1;39;continuous
228_elusage;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.552060004880253;test;0.605794226666667;3;160;326;1;1;39;continuous
labor;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997333333333333;train;0.60951111;3;160;326;10;16;40;binomial
labor;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966666666666667;test;0.60951111;3;160;326;10;16;40;binomial
624_fri_c0_100_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470370074899486;train;0.160019613333333;3;10;76;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.567231300078232;test;0.160019613333333;3;10;76;5;5;70;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228410929548533;train;0.70426052165;3;160;326;16;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422870125824623;test;0.70426052165;3;160;326;16;50;175;continuous
195_auto_price;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342364366515598;train;0.88138353665;9;20;378;3;10;112;continuous
195_auto_price;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316956227315568;test;0.88138353665;9;20;378;3;10;112;continuous
ecoli;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967070493292715;train;0.59998903;3;5;36;4;5;229;multinomial
ecoli;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951338136264607;test;0.59998903;3;5;36;4;5;229;multinomial
560_bodyfat;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0777513110333301;train;1.04420825166667;6;26;276;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0776185618502612;test;1.04420825166667;6;26;276;1;13;177;continuous
581_fri_c3_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81073817158173;train;1.549873795;6;50;276;5;25;350;continuous
581_fri_c3_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882706567396295;test;1.549873795;6;50;276;5;25;350;continuous
542_pollution;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477313007273669;train;1.10372170166667;13;18;448;8;9;42;continuous
542_pollution;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.910810784787303;test;1.10372170166667;13;18;448;8;9;42;continuous
mfeat_fourier;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995298463243202;train;3.15429169666667;3;160;326;54;76;1400;multinomial
mfeat_fourier;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977846246539097;test;3.15429169666667;3;160;326;54;76;1400;multinomial
mfeat_factors;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999216220973744;train;2.28764313666667;3;160;326;76;131;1400;multinomial
mfeat_factors;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997729351753917;test;2.28764313666667;3;160;326;76;131;1400;multinomial
iris;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993137254901961;train;0.164310096666667;3;3;24;2;3;105;multinomial
iris;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995138888888889;test;0.164310096666667;3;3;24;2;3;105;multinomial
colic;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886181725043222;train;1.03431178;6;220;452;4;22;258;binomial
colic;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882629107981221;test;1.03431178;6;220;452;4;22;258;binomial
592_fri_c4_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828729605932495;train;1.91429570333333;8;50;356;6;25;700;continuous
592_fri_c4_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85327962331585;test;1.91429570333333;8;50;356;6;25;700;continuous
1089_USCrime;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124213301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.355928026508696;train;0.0919400316666667;3;15;120;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124213301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.641069863375511;test;0.0919400316666667;3;15;120;3;3;33;continuous
617_fri_c3_500_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823799258884236;train;0.490233308333333;7;8;124;4;4;350;continuous
617_fri_c3_500_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856301464168728;test;0.490233308333333;7;8;124;4;4;350;continuous
breast_w;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99545488553045;train;0.984476526666667;7;9;128;9;9;490;binomial
breast_w;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992129083038174;test;0.984476526666667;7;9;128;9;9;490;binomial
ionosphere;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98755753739931;train;0.780388191666667;3;160;326;25;32;246;binomial
ionosphere;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951885310290652;test;0.780388191666667;3;160;326;25;32;246;binomial
clean1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.308445596666667;3;84;174;1;94;334;binomial
clean1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.308445596666667;3;84;174;1;94;334;binomial
nikuradse_1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.200938263681527;train;0.0695316283333333;3;10;80;2;2;254;continuous
nikuradse_1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.190659834979864;test;0.0695316283333333;3;10;80;2;2;254;continuous
analcatdata_bankruptcy;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976973684210526;train;0.183516298333333;6;12;168;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907407407407407;test;0.183516298333333;6;12;168;2;3;35;binomial
bupa;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.655703551912568;train;0.420777808333333;10;20;402;4;5;242;binomial
bupa;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.717309145880575;test;0.420777808333333;10;20;402;4;5;242;binomial
wine_quality_white;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.571444102129418;train;7.29127239166667;16;332;696;6;11;3429;multinomial
wine_quality_white;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.616036017669683;test;7.29127239166667;16;332;696;6;11;3429;multinomial
505_tecator;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0661794221096919;train;0.69198559;3;160;326;5;17;168;continuous
505_tecator;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0716400500866931;test;0.69198559;3;160;326;5;17;168;continuous
labor;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125103036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.688788918333333;3;160;326;15;15;40;binomial
labor;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125103036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.688788918333333;3;160;326;15;15;40;binomial
192_vineyard;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125203546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.553756491672142;train;0.0735728666666667;5;2;24;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125203546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.570791258742568;test;0.0735728666666667;5;2;24;1;1;37;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798719230646984;train;0.68516439165;3;160;326;15;50;700;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853375329949619;test;0.68516439165;3;160;326;15;50;700;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828040676965002;train;0.970152971666667;3;69;150;4;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820536371021225;test;0.970152971666667;3;69;150;4;50;350;continuous
192_vineyard;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.634397675969034;train;0.628596596666667;3;160;326;2;2;37;continuous
192_vineyard;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440054223801091;test;0.628596596666667;3;160;326;2;2;37;continuous
heart_c;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930017841213203;train;0.617671563333333;3;160;326;5;13;213;binomial
heart_c;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882731321128154;test;0.617671563333333;3;160;326;5;13;213;binomial
optdigits;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999578730002734;train;3.82182154331667;3;160;326;52;61;3934;multinomial
optdigits;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999189569788264;test;3.82182154331667;3;160;326;52;61;3934;multinomial
prnn_synth;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972549019607843;train;0.821071785;5;200;410;2;2;175;binomial
prnn_synth;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914642857142857;test;0.821071785;5;200;410;2;2;175;binomial
yeast;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126115247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868817843156436;train;0.149063688333333;3;8;56;5;8;1036;multinomial
yeast;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126115247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864454574433823;test;0.149063688333333;3;8;56;5;8;1036;multinomial
606_fri_c2_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78615573292497;train;1.58764181665;6;20;254;7;10;700;continuous
606_fri_c2_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814078641703283;test;1.58764181665;6;20;254;7;10;700;continuous
560_bodyfat;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0163714070489953;train;1.3860645;6;204;420;5;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0177231358881786;test;1.3860645;6;204;420;5;13;177;continuous
586_fri_c3_1000_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125100913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814711242963047;train;0.954802655;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125100913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784935859255726;test;0.954802655;3;160;326;5;25;700;continuous
breast;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987515811472254;train;0.961107535;3;160;326;2;10;490;binomial
breast;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954624871531346;test;0.961107535;3;160;326;2;10;490;binomial
auto;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993206168831169;train;2.2022946;13;358;744;14;22;142;multinomial
auto;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953261272888602;test;2.2022946;13;358;744;14;22;142;multinomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976190476190476;train;0.484004621666667;3;160;326;4;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981481481481481;test;0.484004621666667;3;160;326;4;4;37;binomial
prnn_synth;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936259143155695;train;0.615055648333333;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931009957325747;test;0.615055648333333;3;160;326;2;2;175;binomial
heart_h;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927588956443736;train;2.15735012666667;11;320;662;9;12;206;binomial
heart_h;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915604128718883;test;2.15735012666667;11;320;662;9;12;206;binomial
mfeat_fourier;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985015536778613;train;33.82586858;3;63;138;42;76;1400;multinomial
mfeat_fourier;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975090869285543;test;33.82586858;3;63;138;42;76;1400;multinomial
analcatdata_asbestos;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917249417249417;train;0.59865159335;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972027972027972;test;0.59865159335;3;160;326;3;3;59;binomial
new_thyroid;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988082395849386;train;0.58021763;3;160;326;1;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944542947202522;test;0.58021763;3;160;326;1;5;151;multinomial
agaricus_lepiota;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999926563724451;train;1.71722992166667;3;160;326;10;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999879872382862;test;1.71722992166667;3;160;326;10;20;5702;binomial
credit_g;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822214274667492;train;1.36822524333333;7;240;494;18;20;700;binomial
credit_g;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778784305317324;test;1.36822524333333;7;240;494;18;20;700;binomial
617_fri_c3_500_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829888616014172;train;0.386289333333333;3;10;72;5;5;350;continuous
617_fri_c3_500_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822805631850461;test;0.386289333333333;3;10;72;5;5;350;continuous
twonorm;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997818872987478;train;1.34970341335;3;160;326;20;20;5180;binomial
twonorm;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998101539627824;test;1.34970341335;3;160;326;20;20;5180;binomial
confidence;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
haberman;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712790430181735;train;0.06830246;3;12;80;1;3;215;binomial
haberman;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.679108796296296;test;0.06830246;3;12;80;1;3;215;binomial
344_mv;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455125625876758;train;2.6557878;7;18;266;7;9;28538;continuous
344_mv;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45126728204381;test;2.6557878;7;18;266;7;9;28538;continuous
581_fri_c3_500_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193192767916137;train;4.43168318498333;15;348;726;5;25;350;continuous
581_fri_c3_500_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394662222595071;test;4.43168318498333;15;348;726;5;25;350;continuous
635_fri_c0_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485368908905895;train;2.35805771001667;20;303;646;9;10;175;continuous
635_fri_c0_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.598620000273364;test;2.35805771001667;20;303;646;9;10;175;continuous
ring;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.782954315893835;train;1.186394895;3;160;326;20;20;5180;binomial
ring;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.768125511879667;test;1.186394895;3;160;326;20;20;5180;binomial
waveform_21;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124211119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964469790901209;train;11.5024086233333;5;21;186;21;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124211119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972126607691825;test;11.5024086233333;5;21;186;21;21;3500;multinomial
dis;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702681415619421;train;0.25416144;3;77;166;5;25;2641;binomial
dis;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.664599053587415;test;0.25416144;3;77;166;5;25;2641;binomial
new_thyroid;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125113959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.44882766;8;5;86;4;5;151;multinomial
new_thyroid;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125113959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988559670781893;test;0.44882766;8;5;86;4;5;151;multinomial
597_fri_c2_500_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811483772650753;train;1.598994165;6;220;452;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82304637462828;test;1.598994165;6;220;452;5;5;350;continuous
648_fri_c1_250_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.707451371314212;train;2.79445845;17;392;818;17;50;175;continuous
648_fri_c1_250_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.918836867879677;test;2.79445845;17;392;818;17;50;175;continuous
lupus;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126104757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885135135135135;train;0.550853223333333;3;160;326;1;2;61;binomial
lupus;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126104757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787878787878788;test;0.550853223333333;3;160;326;1;2;61;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125105715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922012578616352;train;1.60381706833333;10;300;620;5;7;68;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125105715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916666666666667;test;1.60381706833333;10;300;620;5;7;68;binomial
breast_cancer;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126115234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749593873288466;train;1.35752435666667;20;36;866;4;9;201;binomial
breast_cancer;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126115234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.634992987377279;test;1.35752435666667;20;36;866;4;9;201;binomial
breast_cancer;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789518704379562;train;0.60705937;10;36;452;9;9;201;binomial
breast_cancer;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.584821428571429;test;0.60705937;10;36;452;9;9;201;binomial
599_fri_c2_1000_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125095332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187775810154366;train;1.13198140833333;5;200;410;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125095332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307552414795808;test;1.13198140833333;5;200;410;5;5;700;continuous
movement_libras;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126094247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.24296934166667;13;360;746;18;20;252;multinomial
movement_libras;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126094247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968799447434652;test;4.24296934166667;13;360;746;18;20;252;multinomial
659_sleuth_ex1714;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382441792262652;train;0.549820476666667;3;160;326;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369954963060417;test;0.549820476666667;3;160;326;1;1;33;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780992840545931;train;0.843758991666667;3;160;326;19;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.907796628283638;test;0.843758991666667;3;160;326;19;50;350;continuous
537_houses;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.576809301168019;train;0.192857011666667;3;30;164;6;6;14448;continuous
537_houses;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.578192703199815;test;0.192857011666667;3;30;164;6;6;14448;continuous
663_rabe_266;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125153706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.115779364991008;train;1.43196635833333;6;220;452;2;2;84;continuous
663_rabe_266;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125153706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.095126773983055;test;1.43196635833333;6;220;452;2;2;84;continuous
crx;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941048637461193;train;0.761657348333333;3;160;326;12;14;483;binomial
crx;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903310104529617;test;0.761657348333333;3;160;326;12;14;483;binomial
spectf;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915436486240204;train;3.53432769666667;7;43;306;23;44;245;binomial
spectf;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872957516339869;test;3.53432769666667;7;43;306;23;44;245;binomial
calendarDOW;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796824432545567;train;0.205569511683333;6;14;144;2;14;280;multinomial
calendarDOW;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.743018711549398;test;0.205569511683333;6;14;144;2;14;280;multinomial
segmentation;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99780073603861;train;14.6048943766667;3;14;92;12;14;1617;multinomial
segmentation;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997580312417187;test;14.6048943766667;3;14;92;12;14;1617;multinomial
allbp;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98066778753347;train;1.05295894335;14;25;522;22;25;2641;multinomial
allbp;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909526159215081;test;1.05295894335;14;25;522;22;25;2641;multinomial
641_fri_c1_500_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233161565022963;train;1.22194605333333;5;200;410;10;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388997495752945;test;1.22194605333333;5;200;410;10;10;350;continuous
analcatdata_germangss;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746818318091668;train;0.533785891666667;3;5;36;1;5;280;multinomial
analcatdata_germangss;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.680528642829681;test;0.533785891666667;3;5;36;1;5;280;multinomial
597_fri_c2_500_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819110436343374;train;0.102866955;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837169069140663;test;0.102866955;3;25;156;5;5;350;continuous
german;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125100147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817100989792762;train;4.14687754833333;13;20;506;18;20;700;binomial
german;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125100147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.769350343053173;test;4.14687754833333;13;20;506;18;20;700;binomial
687_sleuth_ex1605;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.644677375184906;train;1.26542509666667;6;220;452;1;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.874815291253724;test;1.26542509666667;6;220;452;1;5;44;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126093907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.448117427673545;train;0.789549126666667;3;160;326;25;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126093907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.594732225550628;test;0.789549126666667;3;160;326;25;25;350;continuous
coil2000;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126112900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708150291927655;train;2.35663264666667;0;5;10;2;59;6876;binomial
coil2000;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126112900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699132817027554;test;2.35663264666667;0;5;10;2;59;6876;binomial
663_rabe_266;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.116521555397865;train;0.762971233333333;3;160;326;2;2;84;continuous
663_rabe_266;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.121573268088832;test;0.762971233333333;3;160;326;2;2;84;continuous
mnist;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995143779503307;train;440.31762919;0;5;10;649;654;49000;multinomial
mnist;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993426759026705;test;440.31762919;0;5;10;649;654;49000;multinomial
analcatdata_authorship;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.34949794168333;3;34;74;70;70;589;multinomial
analcatdata_authorship;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99969463440807;test;2.34949794168333;3;34;74;70;70;589;multinomial
appendicitis;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948333333333333;train;2.13217611833333;11;320;662;3;4;75;binomial
appendicitis;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.716666666666667;test;2.13217611833333;11;320;662;3;4;75;binomial
596_fri_c2_250_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778520398849769;train;0.23684938;7;25;324;5;5;175;continuous
596_fri_c2_250_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861868614312898;test;0.23684938;7;25;324;5;5;175;continuous
595_fri_c0_1000_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321033274400707;train;0.968260551666667;3;160;326;5;10;700;continuous
595_fri_c0_1000_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423884546015818;test;0.968260551666667;3;160;326;5;10;700;continuous
wine_quality_white;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658129874689249;train;1.55428313333333;3;11;64;1;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.621417524436237;test;1.55428313333333;3;11;64;1;11;3429;multinomial
687_sleuth_ex1605;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475878378849788;train;3.37906466166667;20;500;1040;4;5;44;continuous
687_sleuth_ex1605;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.689421914278289;test;3.37906466166667;20;500;1040;4;5;44;continuous
heart_h;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908335850196315;train;0.616947721666667;3;160;326;3;12;206;binomial
heart_h;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898889538281707;test;0.616947721666667;3;160;326;3;12;206;binomial
598_fri_c0_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504282447044798;train;0.188101773333333;3;85;176;8;25;700;continuous
598_fri_c0_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503009285050382;test;0.188101773333333;3;85;176;8;25;700;continuous
522_pm10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.880086240437016;train;0.386882925;3;14;94;3;7;350;continuous
522_pm10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.884315453132693;test;0.386882925;3;14;94;3;7;350;continuous
yeast;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888022918392418;train;3.43067851333333;7;208;430;8;8;1036;multinomial
yeast;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884039216158567;test;3.43067851333333;7;208;430;8;8;1036;multinomial
690_visualizing_galaxy;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.262618272952847;train;1.15804920333333;9;232;482;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.280305552818629;test;1.15804920333333;9;232;482;3;3;227;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817282443877696;train;0.380298171666667;6;10;132;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858142717427241;test;0.380298171666667;6;10;132;5;5;350;continuous
glass;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8807619391532;train;1.38868826833333;6;220;452;3;9;144;multinomial
glass;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805333963453056;test;1.38868826833333;6;220;452;3;9;144;multinomial
1196_BNG_pharynx;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125181134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.689154930649493;train;32.9015985633333;1;120;242;3;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125181134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.691050282609085;test;32.9015985633333;1;120;242;3;10;700000;continuous
spectf;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125154629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825428194993412;train;1.55325717166667;6;220;452;6;44;245;binomial
spectf;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125154629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857988165680473;test;1.55325717166667;6;220;452;6;44;245;binomial
iris;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994397759103641;train;0.149298061666667;3;3;24;3;3;105;multinomial
iris;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998611111111111;test;0.149298061666667;3;3;24;3;3;105;multinomial
analcatdata_creditscore;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.23760751833333;7;240;494;6;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.23760751833333;7;240;494;6;6;70;binomial
605_fri_c2_250_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732246155073907;train;1.031552265;3;160;326;25;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848258740812368;test;1.031552265;3;160;326;25;25;175;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.321897345626772;train;0.87355983;3;160;326;2;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.36005135193988;test;0.87355983;3;160;326;2;9;165;continuous
allhyper;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906312195632345;train;3.4099432;8;260;536;10;25;2640;multinomial
allhyper;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929914476888999;test;3.4099432;8;260;536;10;25;2640;multinomial
heart_statlog;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941860465116279;train;1.27958532833333;9;13;226;11;13;189;binomial
heart_statlog;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832916145181477;test;1.27958532833333;9;13;226;11;13;189;binomial
624_fri_c0_100_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.576256343933327;train;1.28647210333333;5;200;410;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540987281150192;test;1.28647210333333;5;200;410;5;5;70;continuous
vehicle;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993000363955802;train;0.835595998316667;3;160;326;9;13;593;multinomial
vehicle;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923180549393671;test;0.835595998316667;3;160;326;9;13;593;multinomial
analcatdata_cyyoung8092;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906574394463668;train;0.16058158;3;28;166;4;7;68;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935064935064935;test;0.16058158;3;28;166;4;7;68;binomial
sonar;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88075117370892;train;1.548898655;8;260;536;33;60;146;binomial
sonar;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876068376068376;test;1.548898655;8;260;536;33;60;146;binomial
cleveland;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798753746253746;train;0.3690013;10;13;268;7;13;213;multinomial
cleveland;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.677996399176955;test;0.3690013;10;13;268;7;13;213;multinomial
mfeat_morphological;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91820678734407;train;2.09217039333333;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912775234254566;test;2.09217039333333;3;160;326;2;2;1400;multinomial
collins;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.25487635166667;3;160;326;3;20;340;multinomial
collins;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.25487635166667;3;160;326;3;20;340;multinomial
contraceptive;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.711277445750266;train;1.70354496666667;9;216;450;7;9;1032;multinomial
contraceptive;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.676256860170795;test;1.70354496666667;9;216;450;7;9;1032;multinomial
573_cpu_act;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.184515908771182;train;4.14521540833333;7;34;314;17;17;5735;continuous
573_cpu_act;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.183965703778707;test;4.14521540833333;7;34;314;17;17;5735;continuous
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602_fri_c3_250_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309036723322896;train;1.17500301;5;200;410;8;9;175;continuous
602_fri_c3_250_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435901959462599;test;1.17500301;5;200;410;8;9;175;continuous
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628_fri_c3_1000_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843199778840308;train;2.31923777166667;9;257;532;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881090772560091;test;2.31923777166667;9;257;532;5;5;700;continuous
glass;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998747055043907;train;0.652546601666667;3;160;326;9;9;144;multinomial
glass;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896898148148148;test;0.652546601666667;3;160;326;9;9;144;multinomial
allbp;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995337884083589;train;2.035329865;3;160;326;5;25;2641;multinomial
allbp;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992695143142784;test;2.035329865;3;160;326;5;25;2641;multinomial
analcatdata_boxing2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.740740740740741;train;0.592746235;3;160;326;2;3;93;binomial
analcatdata_boxing2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.548128342245989;test;0.592746235;3;160;326;2;3;93;binomial
537_houses;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.556969297198745;train;4.306864245;20;286;612;6;6;14448;continuous
537_houses;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.546319335966908;test;4.306864245;20;286;612;6;6;14448;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254476328790001;train;1.574279525;12;292;608;4;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.545404623292884;test;1.574279525;12;292;608;4;5;175;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475055791873184;train;0.22250831;5;50;250;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502925281383019;test;0.22250831;5;50;250;6;10;700;continuous
optdigits;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125192810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999830560185373;train;4.51216917166667;3;160;326;52;60;3934;multinomial
optdigits;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125192810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999106025603041;test;4.51216917166667;3;160;326;52;60;3934;multinomial
557_analcatdata_apnea1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160043246217486;train;0.59259804;3;160;326;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284248691264434;test;0.59259804;3;160;326;3;3;333;continuous
637_fri_c1_500_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873162805388723;train;0.463271195;3;72;150;17;50;350;continuous
637_fri_c1_500_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854595416970386;test;0.463271195;3;72;150;17;50;350;continuous
prnn_crabs;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125145940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.54469148;3;160;326;3;3;140;binomial
prnn_crabs;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125145940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972850678733032;test;0.54469148;3;160;326;3;3;140;binomial
637_fri_c1_500_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837798907609111;train;1.92715012;6;97;276;7;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861532023097004;test;1.92715012;6;97;276;7;50;350;continuous
nikuradse_1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.199690475849673;train;0.691397243333333;3;160;326;1;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.228213594860054;test;0.691397243333333;3;160;326;1;2;254;continuous
contraceptive;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.727084932133177;train;3.30268742333333;6;9;116;3;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.695811907214647;test;3.30268742333333;6;9;116;3;9;1032;multinomial
dermatology;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.243506548333333;3;25;128;19;25;257;multinomial
dermatology;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935080000937053;test;0.243506548333333;3;25;128;19;25;257;multinomial
tae;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904165529165529;train;2.39181142666667;13;344;714;5;5;106;multinomial
tae;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880106209150327;test;2.39181142666667;13;344;714;5;5;106;multinomial
breast_w;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125103809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996203052521323;train;1.25195369833333;6;9;114;8;9;490;binomial
breast_w;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125103809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993211334120425;test;1.25195369833333;6;9;114;8;9;490;binomial
waveform_40;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126095223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970546955995234;train;12.3519725883333;5;40;220;19;40;3500;multinomial
waveform_40;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126095223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973402292037147;test;12.3519725883333;5;40;220;19;40;3500;multinomial
mfeat_karhunen;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999311465054473;train;17.000438505;3;50;138;25;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993936349844465;test;17.000438505;3;50;138;25;64;1400;multinomial
nikuradse_1;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182708721385322;train;0.0812707066666667;3;10;80;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.213215307635616;test;0.0812707066666667;3;10;80;2;2;254;continuous
225_puma8NH;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.50362001299436;train;9.68973647;3;160;326;8;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.5254507795837;test;9.68973647;3;160;326;8;8;5735;continuous
1096_FacultySalaries;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339897004068021;train;0.0912984233333333;5;10;114;1;2;35;continuous
1096_FacultySalaries;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.638768618292995;test;0.0912984233333333;5;10;114;1;2;35;continuous
dis;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126112714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.667237514011708;train;2.72507779666667;20;401;842;7;24;2641;binomial
dis;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126112714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.662076362076362;test;2.72507779666667;20;401;842;7;24;2641;binomial
542_pollution;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.584903260255205;train;0.869279133333333;10;18;346;7;9;42;continuous
542_pollution;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.531105610618114;test;0.869279133333333;10;18;346;7;9;42;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805898893651904;train;0.120386538333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828286796558751;test;0.120386538333333;3;25;156;5;5;700;continuous
mfeat_morphological;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91637794782208;train;0.576556488333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916741383641681;test;0.576556488333333;3;2;16;2;2;1400;multinomial
dermatology;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979499541021491;train;0.871813981666667;3;160;326;16;25;257;multinomial
dermatology;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981955100880932;test;0.871813981666667;3;160;326;16;25;257;multinomial
schizo;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.660558453068807;train;0.422448111666667;13;13;336;13;13;238;multinomial
schizo;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.536349206349206;test;0.422448111666667;13;13;336;13;13;238;multinomial
analcatdata_bankruptcy;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963815789473684;train;0.500098715;3;128;262;1;3;35;binomial
analcatdata_bankruptcy;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907407407407407;test;0.500098715;3;128;262;1;3;35;binomial
allrep;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970626142058968;train;3.07467815833333;12;238;500;14;24;2641;multinomial
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adult;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125102223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897447448366364;train;4.96037878166667;11;48;502;9;12;34190;binomial
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allrep;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995304373535866;train;3.24364825333333;7;240;494;5;25;2641;multinomial
allrep;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96240902172409;test;3.24364825333333;7;240;494;5;25;2641;multinomial
624_fri_c0_100_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125181936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.659829157052604;train;0.790822388333333;3;160;326;5;5;70;continuous
624_fri_c0_100_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125181936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61839561525395;test;0.790822388333333;3;160;326;5;5;70;continuous
mfeat_fourier;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981956793559801;train;0.543197511666667;3;54;138;23;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960475907128508;test;0.543197511666667;3;54;138;23;76;1400;multinomial
profb;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671502810692765;train;0.85722289;15;36;650;2;9;471;binomial
profb;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648933782267116;test;0.85722289;15;36;650;2;9;471;binomial
519_vinnie;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479529691452057;train;0.139010331666667;3;4;32;2;2;266;continuous
519_vinnie;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470506103465693;test;0.139010331666667;3;4;32;2;2;266;continuous
satimage;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992123211811048;train;3.67957277;3;160;326;22;25;4505;multinomial
satimage;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986374984871072;test;3.67957277;3;160;326;22;25;4505;multinomial
movement_libras;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.00316952833333;9;21;322;16;21;252;multinomial
movement_libras;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855474664224664;test;1.00316952833333;9;21;322;16;21;252;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125205154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995930745689858;train;3.65949933666667;5;200;410;15;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125205154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994050088635507;test;3.65949933666667;5;200;410;15;64;1400;multinomial
cars;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877216994208802;train;2.31014416;20;316;672;7;7;275;multinomial
cars;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866288366288366;test;2.31014416;20;316;672;7;7;275;multinomial
605_fri_c2_250_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.773778982929522;train;2.55410548331667;12;340;704;16;25;175;continuous
605_fri_c2_250_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846759226049666;test;2.55410548331667;12;340;704;16;25;175;continuous
605_fri_c2_250_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.744223123299511;train;0.7884045;5;50;234;24;25;175;continuous
605_fri_c2_250_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799370280357189;test;0.7884045;5;50;234;24;25;175;continuous
1595_poker;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124183324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816195624263501;train;4.25727845333333;6;50;290;5;10;717507;continuous
1595_poker;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124183324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815157104156108;test;4.25727845333333;6;50;290;5;10;717507;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4786315075802;train;2.125122005;19;256;550;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493196577055749;test;2.125122005;19;256;550;5;5;700;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.41701779170806;train;1.46038140333333;6;220;452;22;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516996421689395;test;1.46038140333333;6;220;452;22;25;175;continuous
prnn_fglass;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916389548612393;train;0.136658123333333;5;9;100;4;9;144;multinomial
prnn_fglass;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862413043478261;test;0.136658123333333;5;9;100;4;9;144;multinomial
sleep;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884644953168579;train;35.945100305;2;140;284;10;13;74136;multinomial
sleep;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884280267699737;test;35.945100305;2;140;284;10;13;74136;multinomial
542_pollution;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.633987377946725;train;1.12418384333333;14;20;540;4;10;42;continuous
542_pollution;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739529898420289;test;1.12418384333333;14;20;540;4;10;42;continuous
lupus;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881701631701632;train;0.61854488;3;160;326;1;2;61;binomial
lupus;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846153846153846;test;0.61854488;3;160;326;1;2;61;binomial
ecoli;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977312306690824;train;0.688570976666667;5;5;56;4;5;229;multinomial
ecoli;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961507936507937;test;0.688570976666667;5;5;56;4;5;229;multinomial
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789585777158708;train;1.63744149833333;8;254;524;16;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837621730806889;test;1.63744149833333;8;254;524;16;50;700;continuous
glass;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898147073080001;train;0.227850941666667;7;9;134;5;9;144;multinomial
glass;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.795601851851852;test;0.227850941666667;7;9;134;5;9;144;multinomial
heart_c;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902534113060429;train;1.02943688833333;6;220;452;9;13;213;binomial
heart_c;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950729009552539;test;1.02943688833333;6;220;452;9;13;213;binomial
687_sleuth_ex1605;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.624795556458225;train;0.359939259983333;11;25;398;5;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505547359955261;test;0.359939259983333;11;25;398;5;5;44;continuous
calendarDOW;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832650709076503;train;0.12855319;3;15;88;2;15;280;multinomial
calendarDOW;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.724275208986416;test;0.12855319;3;15;88;2;15;280;multinomial
analcatdata_authorship;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.04597853;3;160;326;70;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.04597853;3;160;326;70;70;589;multinomial
197_cpu_act;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316924611211434;train;0.3148133;6;79;302;3;16;5735;continuous
197_cpu_act;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.343018256889553;test;0.3148133;6;79;302;3;16;5735;continuous
analcatdata_cyyoung9302;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981333333333333;train;0.560350715;3;160;326;2;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836956521739131;test;0.560350715;3;160;326;2;6;65;binomial
banana;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.606077019849036;train;5.058747685;20;500;1040;2;2;3710;binomial
banana;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.605603393085788;test;5.058747685;20;500;1040;2;2;3710;binomial
560_bodyfat;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0684342886248401;train;0.150743986666667;3;65;186;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0631808961242013;test;0.150743986666667;3;65;186;1;13;177;continuous
626_fri_c2_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825331785530006;train;2.20537210833333;7;100;318;7;50;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846567634098461;test;2.20537210833333;7;100;318;7;50;350;continuous
678_visualizing_environmental;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788401903672443;train;0.437533618333333;15;15;436;2;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658710212568535;test;0.437533618333333;15;15;436;2;3;78;continuous
glass;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125143133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882622895622896;train;1.01690928166667;5;9;98;4;9;144;multinomial
glass;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125143133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841372863247863;test;1.01690928166667;5;9;98;4;9;144;multinomial
allhyper;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996093610126401;train;4.19926040666667;8;260;536;6;25;2640;multinomial
allhyper;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941831110342907;test;4.19926040666667;8;260;536;6;25;2640;multinomial
604_fri_c4_500_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23343000143509;train;2.133628215;9;280;578;6;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391642443136222;test;2.133628215;9;280;578;6;10;350;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820181259893431;train;0.96920230665;3;50;146;13;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830169721999986;test;0.96920230665;3;50;146;13;25;700;continuous
192_vineyard;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867429450857663;train;0.0398845583333333;5;2;24;0;1;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.21718292852693;test;0.0398845583333333;5;2;24;0;1;37;continuous
australian;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943860226603375;train;0.772375708316667;3;160;326;12;14;483;binomial
australian;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925118708452042;test;0.772375708316667;3;160;326;12;14;483;binomial
598_fri_c0_1000_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.571167134246255;train;0.185804786666667;3;85;176;4;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.630038072205362;test;0.185804786666667;3;85;176;4;25;700;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.5357401521716;train;0.139499618333333;3;50;166;10;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.57107511440989;test;0.139499618333333;3;50;166;10;10;350;continuous
analcatdata_asbestos;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862327188940092;train;0.0919276966666667;3;3;24;3;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82962962962963;test;0.0919276966666667;3;3;24;3;3;59;binomial
344_mv;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.396341988817585;train;0.523277968333333;7;50;334;6;10;28538;continuous
344_mv;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.391437211416582;test;0.523277968333333;7;50;334;6;10;28538;continuous
allbp;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958155426863441;train;24.7887025766667;7;25;286;11;25;2641;multinomial
allbp;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957378643553877;test;24.7887025766667;7;25;286;11;25;2641;multinomial
659_sleuth_ex1714;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.334799273027125;train;0.110003726666667;6;4;56;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.619090537867011;test;0.110003726666667;6;4;56;1;2;33;continuous
dermatology;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.32567926833333;3;25;120;20;25;257;multinomial
dermatology;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993784675363623;test;3.32567926833333;3;25;120;20;25;257;multinomial
analcatdata_boxing1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125131838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.728395061728395;train;0.548804705;3;160;326;2;3;84;binomial
analcatdata_boxing1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125131838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.606349206349206;test;0.548804705;3;160;326;2;3;84;binomial
coil2000;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735652469031054;train;77.9475841016667;1;25;52;12;59;6876;binomial
coil2000;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67021021021021;test;77.9475841016667;1;25;52;12;59;6876;binomial
622_fri_c2_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20269091234647;train;6.62686873;14;324;676;10;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308460698732773;test;6.62686873;14;324;676;10;50;700;continuous
german;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815718759665945;train;6.39348455333333;14;20;526;9;20;700;binomial
german;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.748713550600343;test;6.39348455333333;14;20;526;9;20;700;binomial
627_fri_c2_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893288434310884;train;1.13410485166667;3;160;326;1;10;350;continuous
627_fri_c2_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89765046787625;test;1.13410485166667;3;160;326;1;10;350;continuous
dermatology;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.81043169833333;3;25;124;24;25;257;multinomial
dermatology;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995724996251312;test;2.81043169833333;3;25;124;24;25;257;multinomial
crx;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934637655729075;train;1.24557377166667;6;14;162;11;14;483;binomial
crx;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885807656395892;test;1.24557377166667;6;14;162;11;14;483;binomial
analcatdata_lawsuit;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996628131021195;train;0.0890185866666667;3;16;100;3;4;185;binomial
analcatdata_lawsuit;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0890185866666667;3;16;100;3;4;185;binomial
601_fri_c1_250_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791307571723202;train;0.139972515;3;25;156;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83746472647334;test;0.139972515;3;25;156;5;5;175;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814246791780498;train;0.167662366666667;3;85;176;5;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810265657993134;test;0.167662366666667;3;85;176;5;25;700;continuous
spectf;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85647233201581;train;4.13700648666667;20;44;842;4;44;245;binomial
spectf;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892504930966469;test;4.13700648666667;20;44;842;4;44;245;binomial
593_fri_c1_1000_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821127222120142;train;0.88701322335;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828013541344096;test;0.88701322335;3;160;326;10;10;700;continuous
dis;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.716826615483045;train;20.36792189665;20;25;836;3;25;2641;binomial
dis;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.653086318550701;test;20.36792189665;20;25;836;3;25;2641;binomial
schizo;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.731279081658741;train;0.796488228333333;3;160;326;2;13;238;multinomial
schizo;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.534892290249433;test;0.796488228333333;3;160;326;2;13;238;multinomial
analcatdata_boxing1;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.62632625994695;train;0.598559016666667;3;160;326;2;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.6546875;test;0.598559016666667;3;160;326;2;3;84;binomial
spambase;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982074038217511;train;2.07184690666667;5;200;410;51;55;3221;binomial
spambase;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971780563429998;test;2.07184690666667;5;200;410;51;55;3221;binomial
agaricus_lepiota;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124213310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.96337493833333;3;160;326;14;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124213310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.96337493833333;3;160;326;14;20;5702;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933333333333333;train;0.680659838333333;3;160;326;4;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836956521739131;test;0.680659838333333;3;160;326;4;7;65;binomial
591_fri_c1_100_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350424212198234;train;0.541791341666667;3;160;326;1;10;70;continuous
591_fri_c1_100_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.735368314035628;test;0.541791341666667;3;160;326;1;10;70;continuous
522_pm10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125200504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831993376043029;train;0.452767878333333;7;35;334;4;7;350;continuous
522_pm10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125200504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860930247587474;test;0.452767878333333;7;35;334;4;7;350;continuous
clean2;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965987009400431;train;5.04696882666667;17;322;678;105;108;4619;binomial
clean2;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966234630622967;test;5.04696882666667;17;322;678;105;108;4619;binomial
646_fri_c3_500_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124200520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797474836663458;train;1.08934879;3;160;326;10;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124200520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8122555011961;test;1.08934879;3;160;326;10;10;350;continuous
analcatdata_boxing1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124184712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.614721485411141;train;0.07791235;3;12;84;1;3;84;binomial
analcatdata_boxing1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124184712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.6421875;test;0.07791235;3;12;84;1;3;84;binomial
banana;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.532763862790612;train;1.38723975333333;7;192;398;1;2;3710;binomial
banana;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.529433691140963;test;1.38723975333333;7;192;398;1;2;3710;binomial
519_vinnie;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482173549488454;train;0.0794247999833333;3;4;32;2;2;266;continuous
519_vinnie;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460283314630742;test;0.0794247999833333;3;4;32;2;2;266;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435340743274764;train;1.21241544166667;7;240;494;1;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.68378868774586;test;1.21241544166667;7;240;494;1;10;70;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125154941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853077430837569;train;0.81750383;3;160;326;10;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125154941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843952173101252;test;0.81750383;3;160;326;10;50;350;continuous
breast_cancer;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732721259124088;train;0.675555703333333;3;160;326;7;9;201;binomial
breast_cancer;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.655505952380952;test;0.675555703333333;3;160;326;7;9;201;binomial
192_vineyard;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.617700544647625;train;0.059285735;3;4;32;2;2;37;continuous
192_vineyard;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492890135190788;test;0.059285735;3;4;32;2;2;37;continuous
letter;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126103253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994300691574115;train;30.1563433683333;14;364;756;13;16;14000;multinomial
letter;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126103253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990504313502206;test;30.1563433683333;14;364;756;13;16;14000;multinomial
mnist;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125135441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644475793286597;train;33.6581220383333;7;146;306;72;660;49000;multinomial
mnist;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125135441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.646548565985265;test;33.6581220383333;7;146;306;72;660;49000;multinomial
satimage;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971446135829162;train;4.38679838333333;7;208;430;23;25;4505;multinomial
satimage;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974354827675337;test;4.38679838333333;7;208;430;23;25;4505;multinomial
649_fri_c0_500_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455995259243446;train;0.276883468333333;6;25;282;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474516606387252;test;0.276883468333333;6;25;282;5;5;350;continuous
613_fri_c3_250_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.907783040421048;train;1.62048697166667;5;200;410;2;4;175;continuous
613_fri_c3_250_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.922374264025946;test;1.62048697166667;5;200;410;2;4;175;continuous
waveform_40;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125184056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969477733508004;train;0.791631741666667;8;40;346;25;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125184056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971370510147034;test;0.791631741666667;8;40;346;25;40;3500;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;25.394779915;3;66;138;135;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998894714418973;test;25.394779915;3;66;138;135;135;1400;multinomial
654_fri_c0_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528123780247113;train;1.27918111833333;5;200;410;9;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.591353271929873;test;1.27918111833333;5;200;410;9;10;350;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.750681680092415;train;0.589359416666667;3;160;326;3;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748927103062337;test;0.589359416666667;3;160;326;3;3;78;continuous
665_sleuth_case2002;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.696115573440787;train;0.12457927;3;30;166;3;6;103;continuous
665_sleuth_case2002;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.698798365150216;test;0.12457927;3;30;166;3;6;103;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816997345535269;train;0.27673887665;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80362443952849;test;0.27673887665;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806637571827563;train;0.113304385;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804250218278268;test;0.113304385;3;25;156;5;5;700;continuous
344_mv;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0429217722657139;train;30.0919490616667;2;160;284;5;10;28538;continuous
344_mv;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0441752724192477;test;30.0919490616667;2;160;284;5;10;28538;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124184351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830523799069012;train;0.238932355;5;50;250;6;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124184351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851804589803752;test;0.238932355;5;50;250;6;10;700;continuous
542_pollution;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124164156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.588604158708396;train;0.145679216666667;3;44;166;7;9;42;continuous
542_pollution;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124164156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496339282436487;test;0.145679216666667;3;44;166;7;9;42;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.719540144185583;train;0.86148629165;3;160;326;10;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742241045562328;test;0.86148629165;3;160;326;10;10;70;continuous
clean2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976046702705753;train;0.533393173333333;3;80;166;103;106;4619;binomial
clean2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960415434654051;test;0.533393173333333;3;80;166;103;106;4619;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.215511643333333;3;4;30;4;4;185;binomial
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labor;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.267788523333333;3;15;60;15;15;40;binomial
labor;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125150750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766666666666667;test;0.267788523333333;3;15;60;15;15;40;binomial
calendarDOW;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846443661148934;train;23.1238432316667;14;14;382;7;14;280;multinomial
calendarDOW;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808236624242738;test;23.1238432316667;14;14;382;7;14;280;multinomial
192_vineyard;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40386299931708;train;0.598427891666667;3;160;326;1;1;37;continuous
192_vineyard;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;1.109027269249;test;0.598427891666667;3;160;326;1;1;37;continuous
page_blocks;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987933638881767;train;6.89748308333333;20;364;768;6;8;3832;multinomial
page_blocks;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983903369627657;test;6.89748308333333;20;364;768;6;8;3832;multinomial
hepatitis;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125205444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.820704655;11;76;510;8;19;109;binomial
hepatitis;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125205444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.758441558441558;test;0.820704655;11;76;510;8;19;109;binomial
527_analcatdata_election2000;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17363055263812;train;0.619162276666667;3;160;326;1;1;47;continuous
527_analcatdata_election2000;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163856796343027;test;0.619162276666667;3;160;326;1;1;47;continuous
225_puma8NH;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.747261052771253;train;0.332387145;6;40;292;2;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778778173333091;test;0.332387145;6;40;292;2;8;5735;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.123556364283309;train;0.979372111666667;5;200;410;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.145517534105738;test;0.979372111666667;5;200;410;1;1;47;continuous
561_cpu;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.209642312881765;train;0.89111851;12;14;352;5;7;147;continuous
561_cpu;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.256741642019199;test;0.89111851;12;14;352;5;7;147;continuous
ring;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775179557135882;train;1.21554538333333;3;160;326;20;20;5180;binomial
ring;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759356287728931;test;1.21554538333333;3;160;326;20;20;5180;binomial
wdbc;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99946452476573;train;0.868465768333333;3;160;326;11;22;399;binomial
wdbc;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984916367980884;test;0.868465768333333;3;160;326;11;22;399;binomial
210_cloud;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331587279961815;train;0.496411166666667;3;160;326;2;5;76;continuous
210_cloud;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.561840645491008;test;0.496411166666667;3;160;326;2;5;76;continuous
glass;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903287878787879;train;2.59795851833333;20;360;760;7;9;144;multinomial
glass;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801308760683761;test;2.59795851833333;20;360;760;7;9;144;multinomial
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150408610434768;train;5.315328755;14;364;756;4;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269173131260989;test;5.315328755;14;364;756;4;25;700;continuous
waveform_40;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970269846676026;train;9.23013251833333;3;39;136;28;40;3500;multinomial
waveform_40;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975235475991951;test;9.23013251833333;3;39;136;28;40;3500;multinomial
new_thyroid;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126093933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998681529425866;train;0.757574861666667;3;160;326;5;5;151;multinomial
new_thyroid;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126093933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997635933806147;test;0.757574861666667;3;160;326;5;5;151;multinomial
allhyper;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125195828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983211587099612;train;31.610594705;9;24;324;21;24;2640;multinomial
allhyper;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125195828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90062677089658;test;31.610594705;9;24;324;21;24;2640;multinomial
602_fri_c3_250_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820198819535335;train;0.723967976666667;14;45;628;4;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870452654094727;test;0.723967976666667;14;45;628;4;9;175;continuous
589_fri_c2_1000_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798462877887804;train;1.84593607;7;240;494;7;25;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848153661256863;test;1.84593607;7;240;494;7;25;700;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.546408535105272;train;0.24948788;5;10;116;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.539743896182145;test;0.24948788;5;10;116;5;5;70;continuous
604_fri_c4_500_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847618756400599;train;0.38468949;3;20;136;5;10;350;continuous
604_fri_c4_500_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795173517733344;test;0.38468949;3;20;136;5;10;350;continuous
195_auto_price;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347867419800339;train;0.971708001666667;5;200;410;3;11;112;continuous
195_auto_price;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402286920696658;test;0.971708001666667;5;200;410;3;11;112;continuous
bupa;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.693832750222954;train;2.20721276333333;12;340;704;1;5;242;binomial
bupa;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.468655015197568;test;2.20721276333333;12;340;704;1;5;242;binomial
breast_cancer;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.761234032846715;train;0.482751246666667;9;36;410;3;9;201;binomial
breast_cancer;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680431547619048;test;0.482751246666667;9;36;410;3;9;201;binomial
503_wind;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45927089957088;train;0.427255275;3;65;176;14;14;4602;continuous
503_wind;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455817341578683;test;0.427255275;3;65;176;14;14;4602;continuous
mnist;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994279153600345;train;710.033418286667;0;5;10;514;518;49000;multinomial
mnist;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992790474381016;test;710.033418286667;0;5;10;514;518;49000;multinomial
561_cpu;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.151801102492255;train;0.596571231666667;3;160;326;7;7;147;continuous
561_cpu;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.14838139722967;test;0.596571231666667;3;160;326;7;7;147;continuous
590_fri_c0_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490552931205252;train;1.56868056833333;7;224;462;7;50;700;continuous
590_fri_c0_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473500495007782;test;1.56868056833333;7;224;462;7;50;700;continuous
613_fri_c3_250_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198844237808802;train;2.06300325833333;17;324;682;3;4;175;continuous
613_fri_c3_250_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126104531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342541584843926;test;2.06300325833333;17;324;682;3;4;175;continuous
allbp;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975469223672071;train;1.12095211333333;14;25;562;20;25;2641;multinomial
allbp;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930675233056185;test;1.12095211333333;14;25;562;20;25;2641;multinomial
651_fri_c0_100_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.505928449583921;train;2.40697214333333;10;300;620;17;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.810480881723608;test;2.40697214333333;10;300;620;17;25;70;continuous
credit_g;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849653185257273;train;1.44590334;6;220;452;20;20;700;binomial
credit_g;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.771695075231803;test;1.44590334;6;220;452;20;20;700;binomial
credit_g;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817633645323487;train;2.04716220666667;7;240;494;19;20;700;binomial
credit_g;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777524845927489;test;2.04716220666667;7;240;494;19;20;700;binomial
profb;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.669513297981666;train;0.882383798333333;7;9;134;8;9;471;binomial
profb;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.652275189599133;test;0.882383798333333;7;9;134;8;9;471;binomial
Hill_Valley_without_noise;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125100052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.509718550769709;train;1.64482401333333;9;280;578;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125100052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.509437431057728;test;1.64482401333333;9;280;578;1;1;849;binomial
631_fri_c1_500_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231392886394729;train;0.694959766666667;3;160;326;5;5;350;continuous
631_fri_c1_500_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370462605842983;test;0.694959766666667;3;160;326;5;5;350;continuous
glass2;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86734693877551;train;1.21467234668333;7;240;494;4;9;115;binomial
glass2;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.82363315696649;test;1.21467234668333;7;240;494;4;9;115;binomial
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.391827653953126;train;1.96149825833333;10;252;524;38;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.368852073107015;test;1.96149825833333;10;252;524;38;72;742;continuous
602_fri_c3_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841674473002914;train;3.21077210833333;20;377;794;5;9;175;continuous
602_fri_c3_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847468332542809;test;3.21077210833333;20;377;794;5;9;175;continuous
sonar;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904788732394366;train;1.74093526833333;20;216;888;19;60;146;binomial
sonar;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868589743589744;test;1.74093526833333;20;216;888;19;60;146;binomial
626_fri_c2_500_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794490728890449;train;0.552995609983333;8;186;396;17;50;350;continuous
626_fri_c2_500_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849689326382965;test;0.552995609983333;8;186;396;17;50;350;continuous
601_fri_c1_250_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809891374286671;train;1.16721465;5;200;410;4;5;175;continuous
601_fri_c1_250_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.895961620174606;test;1.16721465;5;200;410;4;5;175;continuous
analcatdata_aids;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.863758908333333;5;200;410;2;3;35;binomial
analcatdata_aids;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.555555555555556;test;0.863758908333333;5;200;410;2;3;35;binomial
663_rabe_266;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124184953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.109525510568949;train;0.05678631;3;10;80;2;2;84;continuous
663_rabe_266;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124184953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.110363408600624;test;0.05678631;3;10;80;2;2;84;continuous
fars;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778381601784942;train;41.491447255;0;100;200;10;21;70678;multinomial
fars;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74438240890146;test;41.491447255;0;100;200;10;21;70678;multinomial
1201_BNG_breastTumor;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.887247839844303;train;37.0786721483333;1;120;242;6;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.889320278581062;test;37.0786721483333;1;120;242;6;9;81648;continuous
allhyper;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990343467609957;train;2.15096016833333;20;25;824;17;25;2640;multinomial
allhyper;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.782949518605256;test;2.15096016833333;20;25;824;17;25;2640;multinomial
collins;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125202834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.38157592;3;20;128;15;20;340;multinomial
collins;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125202834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844065810732477;test;0.38157592;3;20;128;15;20;340;multinomial
mfeat_factors;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999468896102178;train;3.02537039;3;160;326;134;134;1400;multinomial
mfeat_factors;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997692003201057;test;3.02537039;3;160;326;134;134;1400;multinomial
german;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789230400383601;train;0.739282591666667;10;80;460;4;20;700;binomial
german;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753214774281806;test;0.739282591666667;10;80;460;4;20;700;binomial
lupus;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125202302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84945054945055;train;0.0599730166666667;3;8;64;1;2;61;binomial
lupus;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125202302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875816993464052;test;0.0599730166666667;3;8;64;1;2;61;binomial
582_fri_c1_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828951400409478;train;1.21229061333333;5;200;410;16;25;350;continuous
582_fri_c1_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877647615954558;test;1.21229061333333;5;200;410;16;25;350;continuous
605_fri_c2_250_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425013017644192;train;0.943156215;5;200;410;2;25;175;continuous
605_fri_c2_250_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594019431577399;test;0.943156215;5;200;410;2;25;175;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.6080307682463;train;10.8125444866667;8;45;372;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.610943287017567;test;10.8125444866667;8;45;372;9;9;21773;continuous
backache;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959876543209877;train;1.69125909666667;6;220;452;14;31;126;binomial
backache;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.632218844984802;test;1.69125909666667;6;220;452;14;31;126;binomial
analcatdata_happiness;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.702442002442002;train;0.435914713333333;3;128;262;2;3;42;multinomial
analcatdata_happiness;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.620634920634921;test;0.435914713333333;3;128;262;2;3;42;multinomial
wine_recognition;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.706910713333333;3;160;326;10;13;125;multinomial
wine_recognition;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999278499278499;test;0.706910713333333;3;160;326;10;13;125;multinomial
579_fri_c0_250_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479277912902924;train;1.33190286333333;5;200;410;5;5;175;continuous
579_fri_c0_250_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510707776566775;test;1.33190286333333;5;200;410;5;5;175;continuous
wine_quality_red;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.78701371438155;train;0.43464596;12;11;260;7;11;1120;multinomial
wine_quality_red;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786375440584819;test;0.43464596;12;11;260;7;11;1120;multinomial
glass;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933076642557088;train;0.652765685;3;160;326;5;9;144;multinomial
glass;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.852306238185255;test;0.652765685;3;160;326;5;9;144;multinomial
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allhypo;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816088891109501;train;1.669336195;3;160;326;10;25;2639;multinomial
allhypo;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849503754727456;test;1.669336195;3;160;326;10;25;2639;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125184008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988613742554374;train;3.87244267;6;220;452;27;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125184008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970928407960632;test;3.87244267;6;220;452;27;32;1400;multinomial
breast_w;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994435817805383;train;0.721090415;3;160;326;7;8;490;binomial
breast_w;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994258662369057;test;0.721090415;3;160;326;7;8;490;binomial
195_auto_price;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322881132637613;train;0.554412711666667;3;160;326;10;10;112;continuous
195_auto_price;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375845353205075;test;0.554412711666667;3;160;326;10;10;112;continuous
tokyo1;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957125468620673;train;0.664080801666667;3;160;326;21;21;672;binomial
tokyo1;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960636773136773;test;0.664080801666667;3;160;326;21;21;672;binomial
german;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.771484056581156;train;1.67259896666667;19;80;838;3;20;700;binomial
german;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.762900136798906;test;1.67259896666667;19;80;838;3;20;700;binomial
breast;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.202401963333333;3;36;158;8;9;490;binomial
breast;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978491512345679;test;0.202401963333333;3;36;158;8;9;490;binomial
analcatdata_japansolvent;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944117647058824;train;0.304272695;8;16;264;3;4;37;binomial
analcatdata_japansolvent;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.642857142857143;test;0.304272695;8;16;264;3;4;37;binomial
haberman;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126115129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.769186169091292;train;0.698900396666667;3;160;326;2;3;215;binomial
haberman;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126115129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.632675438596491;test;0.698900396666667;3;160;326;2;3;215;binomial
624_fri_c0_100_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509659919952529;train;0.25704398;3;10;76;5;5;70;continuous
624_fri_c0_100_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526800969592783;test;0.25704398;3;10;76;5;5;70;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506706803927138;train;1.58297169833333;7;50;318;23;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.535439759051329;test;1.58297169833333;7;50;318;23;25;350;continuous
560_bodyfat;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0643602192649724;train;0.159851636666667;3;65;186;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.107331765623071;test;0.159851636666667;3;65;186;1;13;177;continuous
analcatdata_germangss;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746810707741592;train;0.707836266666667;3;160;326;3;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.68024541842881;test;0.707836266666667;3;160;326;3;5;280;multinomial
breast;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986279170267934;train;1.024838015;3;160;326;8;9;490;binomial
breast;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99630354424875;test;1.024838015;3;160;326;8;9;490;binomial
218_house_8L;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497301723004822;train;2.03129778166667;3;160;326;5;8;15949;continuous
218_house_8L;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476827211578618;test;2.03129778166667;3;160;326;5;8;15949;continuous
666_rmftsa_ladata;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.596111088825983;train;0.640364326666667;3;160;326;1;10;356;continuous
666_rmftsa_ladata;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526421386957296;test;0.640364326666667;3;160;326;1;10;356;continuous
vehicle;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943897136490195;train;1.65766326501667;6;204;420;13;13;593;multinomial
vehicle;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934506788591537;test;1.65766326501667;6;204;420;13;13;593;multinomial
615_fri_c4_250_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824206718189602;train;1.42517362333333;9;20;370;6;10;175;continuous
615_fri_c4_250_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.750435552382696;test;1.42517362333333;9;20;370;6;10;175;continuous
mnist;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99509546317989;train;107.860594096667;0;100;200;650;653;49000;multinomial
mnist;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993761910033447;test;107.860594096667;0;100;200;650;653;49000;multinomial
hypothyroid;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858770664776385;train;9.820970205;19;20;704;4;20;2215;binomial
hypothyroid;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.78958038357575;test;9.820970205;19;20;704;4;20;2215;binomial
227_cpu_small;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163798609212654;train;8.02724701833333;5;200;410;10;12;5735;continuous
227_cpu_small;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199399869875616;test;8.02724701833333;5;200;410;10;12;5735;continuous
new_thyroid;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999707111856645;train;0.640763378333333;3;160;326;4;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.640763378333333;3;160;326;4;5;151;multinomial
mfeat_zernike;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98821681299215;train;1.86557393;3;160;326;32;32;1400;multinomial
mfeat_zernike;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979185318253552;test;1.86557393;3;160;326;32;32;1400;multinomial
519_vinnie;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481116830223381;train;0.090231655;5;10;120;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46791170000724;test;0.090231655;5;10;120;1;2;266;continuous
665_sleuth_case2002;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804426821107676;train;0.282257776666667;7;30;334;2;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.704127069324781;test;0.282257776666667;7;30;334;2;6;103;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824860163510214;train;0.125819878333333;3;49;166;7;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82668931395973;test;0.125819878333333;3;49;166;7;10;350;continuous
609_fri_c0_1000_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124182955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48611993386263;train;0.2166076;6;25;282;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124182955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488409230041343;test;0.2166076;6;25;282;5;5;700;continuous
allhyper;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982716395267283;train;5.28303676333333;20;269;578;21;25;2640;multinomial
allhyper;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933987119437939;test;5.28303676333333;20;269;578;21;25;2640;multinomial
620_fri_c1_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844668152332476;train;0.171269118333333;3;85;176;10;25;700;continuous
620_fri_c1_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820025169794898;test;0.171269118333333;3;85;176;10;25;700;continuous
605_fri_c2_250_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.749361107526812;train;0.847773023333333;3;160;326;15;25;175;continuous
605_fri_c2_250_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80843633999642;test;0.847773023333333;3;160;326;15;25;175;continuous
breast;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994188711067114;train;0.64588386;3;160;326;10;10;490;binomial
breast;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984892086330935;test;0.64588386;3;160;326;10;10;490;binomial
645_fri_c3_500_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125190005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210194175155646;train;3.07679472498333;17;372;778;5;50;350;continuous
645_fri_c3_500_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125190005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377019983055577;test;3.07679472498333;17;372;778;5;50;350;continuous
analcatdata_aids;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865131578947369;train;1.42592483833333;6;220;452;3;3;35;binomial
analcatdata_aids;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.703703703703704;test;1.42592483833333;6;220;452;3;3;35;binomial
vehicle;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942687206355971;train;1.664003415;7;240;494;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935880879122986;test;1.664003415;7;240;494;13;13;593;multinomial
appendicitis;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873225152129817;train;0.579551748333333;3;160;326;4;4;75;binomial
appendicitis;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842592592592593;test;0.579551748333333;3;160;326;4;4;75;binomial
659_sleuth_ex1714;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321073093175809;train;0.606695256666667;3;160;326;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528816575113284;test;0.606695256666667;3;160;326;1;1;33;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853100041143034;train;0.37711219;8;50;376;6;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765558213025421;test;0.37711219;8;50;376;6;10;175;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125143305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827614004159777;train;0.775373168333333;3;160;326;4;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125143305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.887481528978391;test;0.775373168333333;3;160;326;4;4;70;continuous
wdbc;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999330655957162;train;1.24328995;3;22;114;20;22;399;binomial
wdbc;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9778972520908;test;1.24328995;3;22;114;20;22;399;binomial
649_fri_c0_500_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479527532048168;train;1.35683992833333;5;200;410;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449331262058365;test;1.35683992833333;5;200;410;5;5;350;continuous
cloud;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550076947775158;train;0.831685875;11;7;160;1;7;76;multinomial
cloud;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.298324514991182;test;0.831685875;11;7;160;1;7;76;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859858464930929;train;1.38866409666667;7;240;494;5;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75262033473439;test;1.38866409666667;7;240;494;5;5;280;multinomial
225_puma8NH;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76343098548922;train;0.124554723333333;3;40;166;6;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75414888725065;test;0.124554723333333;3;40;166;6;8;5735;continuous
562_cpu_small;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315521215852764;train;0.39967386;7;60;344;3;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.328631486550744;test;0.39967386;7;60;344;3;12;5735;continuous
breast;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996003787878788;train;0.695377321666667;3;9;60;7;9;490;binomial
breast;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986496913580247;test;0.695377321666667;3;9;60;7;9;490;binomial
678_visualizing_environmental;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.754334694473876;train;1.12142910833333;5;200;410;3;3;78;continuous
678_visualizing_environmental;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846587532747111;test;1.12142910833333;5;200;410;3;3;78;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325704010751581;train;2.209929135;20;348;736;2;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.618101423476843;test;2.209929135;20;348;736;2;10;175;continuous
segmentation;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997695269695443;train;7.048813425;3;13;86;9;13;1617;multinomial
segmentation;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996959098130096;test;7.048813425;3;13;86;9;13;1617;multinomial
601_fri_c1_250_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791828302614608;train;0.964509555;3;160;326;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835922390751385;test;0.964509555;3;160;326;5;5;175;continuous
spambase;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867711805151856;train;4.24834004666667;6;52;262;4;55;3221;binomial
spambase;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858482268505488;test;4.24834004666667;6;52;262;4;55;3221;binomial
fars;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890765163308646;train;14.09756131;7;21;252;11;21;70678;multinomial
fars;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871503945692498;test;14.09756131;7;21;252;11;21;70678;multinomial
phoneme;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805971604493061;train;1.74037303833333;7;208;430;4;5;3783;binomial
phoneme;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.790826690497021;test;1.74037303833333;7;208;430;4;5;3783;binomial
wine_quality_red;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.800180628495069;train;2.07338101333333;7;224;462;7;11;1120;multinomial
wine_quality_red;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803106555889563;test;2.07338101333333;7;224;462;7;11;1120;multinomial
616_fri_c4_500_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84077586054514;train;2.207145395;12;100;528;4;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817526381050829;test;2.207145395;12;100;528;4;50;350;continuous
segmentation;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997106173620924;train;0.524690541666667;8;13;218;5;13;1617;multinomial
segmentation;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996549433899534;test;0.524690541666667;8;13;218;5;13;1617;multinomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644135802469136;train;0.09350277;3;12;84;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.517361111111111;test;0.09350277;3;12;84;1;3;84;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.62246530333333;3;160;326;20;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.62246530333333;3;160;326;20;20;5702;binomial
tae;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.798844298844299;train;0.768604031666667;3;160;326;5;5;106;multinomial
tae;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.815359477124183;test;0.768604031666667;3;160;326;5;5;106;multinomial
movement_libras;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989540165237635;train;4.99738788335;9;280;578;18;22;252;multinomial
movement_libras;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954360670194004;test;4.99738788335;9;280;578;18;22;252;multinomial
satimage;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975426046116525;train;33.5139484916667;5;25;186;22;25;4505;multinomial
satimage;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973875332943223;test;33.5139484916667;5;25;186;22;25;4505;multinomial
622_fri_c2_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786227582089753;train;1.41226983168333;5;98;234;25;50;700;continuous
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1096_FacultySalaries;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.284731774377269;train;0.0986929133333333;5;4;48;1;2;35;continuous
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598_fri_c0_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528200321535715;test;0.758005325;3;49;146;6;25;700;continuous
dis;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804415934469843;train;3.670879825;14;316;660;25;25;2641;binomial
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saheart;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817558299039781;train;1.16178121166667;9;9;168;9;9;324;binomial
saheart;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.737701252236136;test;1.16178121166667;9;9;168;9;9;324;binomial
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movement_libras;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931876282258935;test;1.57497132833333;3;160;326;11;21;252;multinomial
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599_fri_c2_1000_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806270968178263;train;0.18701975;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827959347302657;test;0.18701975;3;10;72;5;5;700;continuous
allrep;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973831787628691;train;3.69344841333333;8;212;440;24;24;2641;multinomial
allrep;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931313674933502;test;3.69344841333333;8;212;440;24;24;2641;multinomial
647_fri_c1_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841368050525056;train;2.2799655;20;367;774;3;10;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855560767303793;test;2.2799655;20;367;774;3;10;175;continuous
vehicle;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.77478545261023;train;3.43022694833333;14;358;744;9;13;593;multinomial
vehicle;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776080678971681;test;3.43022694833333;14;358;744;9;13;593;multinomial
582_fri_c1_500_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808740605910732;train;1.704624905;7;50;318;4;25;350;continuous
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519_vinnie;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471923514288694;train;1.48853972833333;5;184;378;2;2;266;continuous
519_vinnie;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49265636807304;test;1.48853972833333;5;184;378;2;2;266;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826073917052088;train;0.238222066666667;3;90;186;8;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831652583173567;test;0.238222066666667;3;90;186;8;50;350;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784037914800057;train;0.271840598333333;3;20;136;2;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.981801854554168;test;0.271840598333333;3;20;136;2;10;70;continuous
credit_g;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821335546841458;train;2.58012480166667;12;340;704;17;20;700;binomial
credit_g;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.782022097607018;test;2.58012480166667;12;340;704;17;20;700;binomial
cmc;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719644541285134;train;0.195838333333333;8;9;148;9;9;1032;multinomial
cmc;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125200000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.682804014710118;test;0.195838333333333;8;9;148;9;9;1032;multinomial
643_fri_c2_500_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842179579018012;train;1.58458112166667;6;220;452;16;25;350;continuous
643_fri_c2_500_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.891822862687538;test;1.58458112166667;6;220;452;16;25;350;continuous
labor;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994666666666667;train;2.002601555;11;320;662;16;16;40;binomial
labor;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;2.002601555;11;320;662;16;16;40;binomial
612_fri_c1_1000_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125154609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846967091253407;train;0.863800943316667;3;160;326;4;5;700;continuous
612_fri_c1_1000_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125154609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.907582193104424;test;0.863800943316667;3;160;326;4;5;700;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815974646316613;train;0.171735523333333;3;90;186;17;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826977045968025;test;0.171735523333333;3;90;186;17;25;175;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8404904037834;train;0.870113213333333;3;160;326;7;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820387598946233;test;0.870113213333333;3;160;326;7;10;350;continuous
glass2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124182225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76799758015729;train;2.24184195668333;20;385;810;2;9;115;binomial
glass2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124182225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.602540834845735;test;2.24184195668333;20;385;810;2;9;115;binomial
allrep;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939891416293858;train;1.31337152166667;13;25;548;4;25;2641;multinomial
allrep;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923544116968774;test;1.31337152166667;13;25;548;4;25;2641;multinomial
659_sleuth_ex1714;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353096769455706;train;0.0405381883166667;3;2;16;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.541631727046;test;0.0405381883166667;3;2;16;1;1;33;continuous
ionosphere;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985500174276751;train;0.805815680016667;3;160;326;32;32;246;binomial
ionosphere;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966434176111595;test;0.805815680016667;3;160;326;32;32;246;binomial
heart_statlog;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93134803364401;train;0.756107308333333;3;160;326;5;13;189;binomial
heart_statlog;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848894348894349;test;0.756107308333333;3;160;326;5;13;189;binomial
608_fri_c3_1000_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163599805094378;train;3.05095850833333;13;306;638;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276174766444275;test;3.05095850833333;13;306;638;5;10;700;continuous
cleveland;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821935069444445;train;0.253235876666667;8;13;204;11;13;213;multinomial
cleveland;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.650489130434783;test;0.253235876666667;8;13;204;11;13;213;multinomial
dermatology;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126090633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992398465372025;train;1.00833803;3;160;326;11;25;257;multinomial
dermatology;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126090633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982246949738287;test;1.00833803;3;160;326;11;25;257;multinomial
prnn_crabs;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998162890385793;train;0.091776045;3;16;108;3;4;140;binomial
prnn_crabs;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997775305895439;test;0.091776045;3;16;108;3;4;140;binomial
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cleve;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.71901443504231;test;0.789572053333333;5;13;120;4;13;213;binomial
591_fri_c1_100_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799193841875793;train;0.80748635;14;50;638;4;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.924588527625719;test;0.80748635;14;50;638;4;10;70;continuous
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933293269230769;train;1.006748625;6;220;452;3;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.833333333333333;test;1.006748625;6;220;452;3;7;68;binomial
allrep;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95834709952357;train;2.83281675666667;6;204;420;8;24;2641;multinomial
allrep;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926750732169006;test;2.83281675666667;6;204;420;8;24;2641;multinomial
505_tecator;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.055598228833666;train;0.985117961666667;5;200;410;4;16;168;continuous
505_tecator;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.101025536334675;test;0.985117961666667;5;200;410;4;16;168;continuous
557_analcatdata_apnea1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226226531883293;train;0.093898635;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.427783413581572;test;0.093898635;3;15;120;3;3;333;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167505116435277;train;2.18472264166667;10;300;620;7;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330799772410314;test;2.18472264166667;10;300;620;7;10;350;continuous
643_fri_c2_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328096930238076;train;1.35549178998333;6;220;452;8;25;350;continuous
643_fri_c2_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496416300363199;test;1.35549178998333;6;220;452;8;25;350;continuous
562_cpu_small;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184545493708904;train;4.406540145;3;160;326;10;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20945089054181;test;4.406540145;3;160;326;10;12;5735;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.733794464642144;train;0.350453385;6;10;136;5;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.912881396296552;test;0.350453385;6;10;136;5;5;70;continuous
pima;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.827620967741936;train;0.55888886;11;32;494;8;8;538;binomial
pima;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860332893869479;test;0.55888886;11;32;494;8;8;538;binomial
1199_BNG_echoMonths;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125192401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710922363513288;train;0.976090945;3;18;124;9;9;12248;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125192401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.712677496888175;test;0.976090945;3;18;124;9;9;12248;continuous
mfeat_karhunen;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99966020457255;train;2.74377375666667;3;160;326;30;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99534835479854;test;2.74377375666667;3;160;326;30;64;1400;multinomial
666_rmftsa_ladata;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502124335058262;train;0.91790064;13;50;586;3;10;356;continuous
666_rmftsa_ladata;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.582042075071585;test;0.91790064;13;50;586;3;10;356;continuous
1089_USCrime;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392607796749814;train;0.930687276666667;6;220;452;3;3;33;continuous
1089_USCrime;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.274824265712288;test;0.930687276666667;6;220;452;3;3;33;continuous
294_satellite_image;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450325745341141;train;2.561604225;7;224;462;21;23;4505;continuous
294_satellite_image;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457883821906134;test;2.561604225;7;224;462;21;23;4505;continuous
analcatdata_cyyoung9302;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893491124260355;train;0.547260933333333;11;6;140;4;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944444444444444;test;0.547260933333333;11;6;140;4;6;65;binomial
movement_libras;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.596559035;6;21;216;21;21;252;multinomial
movement_libras;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899919457526601;test;0.596559035;6;21;216;21;21;252;multinomial
satimage;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989880896513961;train;3.405572385;3;160;326;24;24;4505;multinomial
satimage;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985585966557734;test;3.405572385;3;160;326;24;24;4505;multinomial
605_fri_c2_250_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.723403829046195;train;1.84256514333333;9;50;402;24;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849249739979657;test;1.84256514333333;9;50;402;24;25;175;continuous
analcatdata_bankruptcy;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986928104575163;train;1.45018457166667;10;300;620;2;4;35;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928571428571429;test;1.45018457166667;10;300;620;2;4;35;binomial
breast_cancer;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764382907615183;train;0.776016605;14;36;616;3;9;201;binomial
breast_cancer;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640156453715776;test;0.776016605;14;36;616;3;9;201;binomial
1193_BNG_lowbwt;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611280183642404;train;2.79466737833333;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61497038603587;test;2.79466737833333;3;160;326;9;9;21773;continuous
604_fri_c4_500_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125192922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860369798164252;train;0.51561688;11;50;502;7;10;350;continuous
604_fri_c4_500_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125192922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828416637265037;test;0.51561688;11;50;502;7;10;350;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810624479779957;train;0.4683543;10;50;460;7;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843234777734512;test;0.4683543;10;50;460;7;10;700;continuous
627_fri_c2_500_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819545670692805;train;1.900309705;9;20;366;9;10;350;continuous
627_fri_c2_500_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810510496820854;test;1.900309705;9;20;366;9;10;350;continuous
cleveland;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.679015888669735;train;0.454320538333333;14;13;322;2;13;213;multinomial
cleveland;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.637;test;0.454320538333333;14;13;322;2;13;213;multinomial
heart_c;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944720938499822;train;0.75691726;11;52;502;13;13;213;binomial
heart_c;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920358387257342;test;0.75691726;11;52;502;13;13;213;binomial
clean2;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94191098234207;train;30.9764148883333;7;96;304;85;106;4619;binomial
clean2;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940196111179154;test;30.9764148883333;7;96;304;85;106;4619;binomial
647_fri_c1_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125132125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81500029295826;train;1.14388332;3;160;326;5;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125132125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880842925888497;test;1.14388332;3;160;326;5;10;175;continuous
hypothyroid;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940265253388177;train;1.76510756833333;8;196;408;8;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92707182320442;test;1.76510756833333;8;196;408;8;20;2215;binomial
603_fri_c0_250_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.435089771133553;train;1.28498896166667;5;97;234;17;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.555796818547417;test;1.28498896166667;5;97;234;17;50;175;continuous
195_auto_price;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198932775325751;train;2.87476602333333;14;380;788;2;10;112;continuous
195_auto_price;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363749486036822;test;2.87476602333333;14;380;788;2;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343834695986654;train;0.537521663333333;3;160;326;5;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471574322296668;test;0.537521663333333;3;160;326;5;10;112;continuous
601_fri_c1_250_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212437568794988;train;1.95499835666667;11;320;662;5;5;175;continuous
601_fri_c1_250_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348161257856671;test;1.95499835666667;11;320;662;5;5;175;continuous
appendicitis;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848333333333333;train;0.0990570583333333;6;4;54;1;4;75;binomial
appendicitis;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873333333333333;test;0.0990570583333333;6;4;54;1;4;75;binomial
602_fri_c3_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236790910742032;train;1.04928748;5;200;410;3;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39580030363598;test;1.04928748;5;200;410;3;9;175;continuous
612_fri_c1_1000_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847542871670878;train;0.306834793333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841281158968679;test;0.306834793333333;3;10;72;5;5;700;continuous
fars;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786598380789904;train;46.079992785;0;100;200;10;21;70678;multinomial
fars;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791257240432497;test;46.079992785;0;100;200;10;21;70678;multinomial
663_rabe_266;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.133238108171492;train;0.064216135;3;10;80;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144550695274962;test;0.064216135;3;10;80;2;2;84;continuous
schizo;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.705161725067385;train;3.12914637333333;20;421;882;1;13;238;multinomial
schizo;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.461915032679739;test;3.12914637333333;20;421;882;1;13;238;multinomial
credit_g;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81919836658366;train;1.92848710166667;10;246;512;16;20;700;binomial
credit_g;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791349730720116;test;1.92848710166667;10;246;512;16;20;700;binomial
cloud;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680611945865303;train;0.160632233333333;11;5;116;3;5;76;multinomial
cloud;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.554287918871252;test;0.160632233333333;11;5;116;3;5;76;multinomial
hypothyroid;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944118533727685;train;0.196067571666667;3;69;166;19;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895176341871541;test;0.196067571666667;3;69;166;19;20;2215;binomial
haberman;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.694757727652465;train;0.20763337665;8;12;196;3;3;215;binomial
haberman;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765601217656012;test;0.20763337665;8;12;196;3;3;215;binomial
522_pm10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830146818944711;train;0.61972141;10;35;460;7;7;350;continuous
522_pm10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851220941268967;test;0.61972141;10;35;460;7;7;350;continuous
fars;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776521446263302;train;49.0417005783333;0;100;200;10;21;70678;multinomial
fars;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791470191646861;test;49.0417005783333;0;100;200;10;21;70678;multinomial
satimage;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992760874636482;train;2.81556856333333;3;160;326;25;25;4505;multinomial
satimage;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985166391982287;test;2.81556856333333;3;160;326;25;25;4505;multinomial
glass2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996043822276324;train;2.128873055;15;398;826;4;9;115;binomial
glass2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797391304347826;test;2.128873055;15;398;826;4;9;115;binomial
579_fri_c0_250_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124190710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317098789281597;train;1.22091587;7;240;494;5;5;175;continuous
579_fri_c0_250_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124190710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525633968292996;test;1.22091587;7;240;494;5;5;175;continuous
bupa;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711932750136687;train;0.46358544;8;5;86;5;5;242;binomial
bupa;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.668552036199095;test;0.46358544;8;5;86;5;5;242;binomial
coil2000;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.755118477314303;train;6.882012435;3;160;326;10;59;6876;binomial
coil2000;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725511827617091;test;6.882012435;3;160;326;10;59;6876;binomial
allhypo;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97187908947419;train;6.20271772333333;20;400;840;2;25;2639;multinomial
allhypo;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96222717520941;test;6.20271772333333;20;400;840;2;25;2639;multinomial
breast_cancer;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759310097875388;train;1.14407169;6;220;452;5;9;201;binomial
breast_cancer;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.684810951760104;test;1.14407169;6;220;452;5;9;201;binomial
519_vinnie;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481273281240417;train;0.888067915;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465768826316456;test;0.888067915;3;160;326;1;2;266;continuous
cars;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.807088123859897;train;1.91764240168333;20;358;756;6;7;275;multinomial
cars;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814038064038064;test;1.91764240168333;20;358;756;6;7;275;multinomial
analcatdata_boxing1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.70679012345679;train;0.88325294;3;160;326;3;3;84;binomial
analcatdata_boxing1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694444444444445;test;0.88325294;3;160;326;3;3;84;binomial
650_fri_c0_500_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441000892731611;train;1.30315439666667;6;220;452;30;50;350;continuous
650_fri_c0_500_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504901263527571;test;1.30315439666667;6;220;452;30;50;350;continuous
344_mv;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125154119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433011783213816;train;0.394034178333333;5;50;250;6;10;28538;continuous
344_mv;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125154119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.434459215032326;test;0.394034178333333;5;50;250;6;10;28538;continuous
fars;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894989417396345;train;32.04695296;3;160;326;5;21;70678;multinomial
fars;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.82101295350409;test;32.04695296;3;160;326;5;21;70678;multinomial
225_puma8NH;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.741215720290116;train;1.21116591666667;7;16;240;3;8;5735;continuous
225_puma8NH;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770178646287558;test;1.21116591666667;7;16;240;3;8;5735;continuous
706_sleuth_case1202;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.646439150160103;train;0.876229721666667;3;160;326;1;6;66;continuous
706_sleuth_case1202;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.543441005988405;test;0.876229721666667;3;160;326;1;6;66;continuous
cleve;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944261995986134;train;0.64289901;3;160;326;10;13;213;binomial
cleve;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895424836601307;test;0.64289901;3;160;326;10;13;213;binomial
wine_recognition;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999839124839125;train;0.853942646666667;3;160;326;10;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992929292929293;test;0.853942646666667;3;160;326;10;13;125;multinomial
agaricus_lepiota;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.340520705;3;48;102;10;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.340520705;3;48;102;10;20;5702;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964052287581699;train;0.0638752133333333;3;4;30;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.0638752133333333;3;4;30;4;4;35;binomial
haberman;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732289690069576;train;0.779352398333333;3;160;326;3;3;215;binomial
haberman;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633040935672515;test;0.779352398333333;3;160;326;3;3;215;binomial
644_fri_c4_250_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797373550004492;train;0.159565588333333;3;90;186;10;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819627045289205;test;0.159565588333333;3;90;186;10;25;175;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217332460414716;train;1.05497215333333;3;160;326;10;10;700;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324137356087479;test;1.05497215333333;3;160;326;10;10;700;continuous
wine_quality_red;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906110654904828;train;4.84017465333333;20;450;940;5;11;1120;multinomial
wine_quality_red;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.738160716024243;test;4.84017465333333;20;450;940;5;11;1120;multinomial
615_fri_c4_250_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787752854700561;train;0.137346006666667;3;49;166;5;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833662255259817;test;0.137346006666667;3;49;166;5;10;175;continuous
Hill_Valley_with_noise;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542941653070511;train;0.0341149083333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.518199757134183;test;0.0341149083333333;3;4;32;1;1;849;binomial
vehicle;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981511392309665;train;0.839292225;3;160;326;10;13;593;multinomial
vehicle;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908768638768639;test;0.839292225;3;160;326;10;13;593;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877403846153846;train;0.0911875833333333;10;3;66;2;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.66921768707483;test;0.0911875833333333;10;3;66;2;3;42;multinomial
647_fri_c1_250_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2185410559836;train;2.36882140666667;11;320;662;7;10;175;continuous
647_fri_c1_250_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392521060999084;test;2.36882140666667;11;320;662;7;10;175;continuous
695_chatfield_4;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.377843432320382;train;0.483525423316667;8;50;376;3;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394604147722607;test;0.483525423316667;8;50;376;3;10;165;continuous
flags;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843585023515579;train;2.96235019666667;13;360;746;16;39;125;multinomial
flags;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730608465608466;test;2.96235019666667;13;360;746;16;39;125;multinomial
banana;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.554136718783373;train;0.119260941666667;3;2;16;2;2;3710;binomial
banana;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534601319311998;test;0.119260941666667;3;2;16;2;2;3710;binomial
1196_BNG_pharynx;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661107885663867;train;24.5988214366667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661862715494083;test;24.5988214366667;3;20;134;10;10;700000;continuous
sonar;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932244744744745;train;1.753549275;20;225;888;19;59;146;binomial
sonar;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823783783783784;test;1.753549275;20;225;888;19;59;146;binomial
609_fri_c0_1000_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378386786272889;train;0.948488351666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410471182038626;test;0.948488351666667;3;160;326;5;5;700;continuous
225_puma8NH;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743551726454737;train;1.360241325;3;160;326;8;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.754473856781062;test;1.360241325;3;160;326;8;8;5735;continuous
588_fri_c4_1000_100;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822674476972611;train;2.374375675;10;170;444;41;100;700;continuous
588_fri_c4_1000_100;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839572214456417;test;2.374375675;10;170;444;41;100;700;continuous
cleve;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959906951286262;train;1.03583291833333;5;200;410;13;13;213;binomial
cleve;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894167923579688;test;1.03583291833333;5;200;410;13;13;213;binomial
651_fri_c0_100_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.617337531341445;train;1.47647310333333;7;240;494;16;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812667077722179;test;1.47647310333333;7;240;494;16;25;70;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125151459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794367839521702;train;19.55431019;3;36;146;18;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125151459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795492200685221;test;19.55431019;3;36;146;18;18;700000;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480354108329705;train;1.021158835;5;20;214;6;10;700;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.519146059163001;test;1.021158835;5;20;214;6;10;700;continuous
diabetes;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877973372781065;train;1.58785163666667;8;260;536;7;8;538;binomial
diabetes;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.798474945533769;test;1.58785163666667;8;260;536;7;8;538;binomial
621_fri_c0_100_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.572965844228421;train;2.09110384833333;9;275;568;10;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.592150085923735;test;2.09110384833333;9;275;568;10;10;70;continuous
nikuradse_1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482184077146378;train;0.746602745;3;160;326;1;2;254;continuous
nikuradse_1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486713935285343;test;0.746602745;3;160;326;1;2;254;continuous
wine_quality_white;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718104513248314;train;3.57595171335;5;200;410;10;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.68679370267309;test;3.57595171335;5;200;410;10;11;3429;multinomial
labor;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.567720891666667;3;160;326;16;16;40;binomial
labor;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966666666666667;test;0.567720891666667;3;160;326;16;16;40;binomial
620_fri_c1_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883738345973393;train;0.593665056666667;3;50;146;6;25;700;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83106404221158;test;0.593665056666667;3;50;146;6;25;700;continuous
satimage;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973962288543401;train;7.68684025666667;7;218;450;21;22;4505;multinomial
satimage;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972846616833203;test;7.68684025666667;7;218;450;21;22;4505;multinomial
637_fri_c1_500_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824973887461946;train;0.522483451666667;8;166;364;5;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894666655343034;test;0.522483451666667;8;166;364;5;50;350;continuous
562_cpu_small;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184233618130126;train;4.474790675;3;160;326;10;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201112079754618;test;4.474790675;3;160;326;10;12;5735;continuous
segmentation;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125133910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837437919212168;train;0.290042021666667;5;14;144;12;14;1617;multinomial
segmentation;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125133910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817593821916672;test;0.290042021666667;5;14;144;12;14;1617;multinomial
Hill_Valley_without_noise;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125125649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52730199256258;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125125649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.462968607131972;test;;-Inf;-Inf;;1;1;849;binomial
595_fri_c0_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476269899255918;train;1.02191070833333;3;160;326;6;10;700;continuous
595_fri_c0_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515872868559763;test;1.02191070833333;3;160;326;6;10;700;continuous
192_vineyard;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503254431505926;train;1.00423722666667;5;200;410;1;1;37;continuous
192_vineyard;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851635982173219;test;1.00423722666667;5;200;410;1;1;37;continuous
colic;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932317346481399;train;1.42577420666667;6;220;452;17;22;258;binomial
colic;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929758035391838;test;1.42577420666667;6;220;452;17;22;258;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.561566853527224;train;3.98346779333333;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.493980493751905;test;3.98346779333333;20;500;1040;1;1;849;binomial
mfeat_zernike;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99151015013084;train;0.69434746665;5;32;218;28;32;1400;multinomial
mfeat_zernike;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946769609563791;test;0.69434746665;5;32;218;28;32;1400;multinomial
612_fri_c1_1000_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825805086818216;train;1.35568938833333;5;200;410;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894126187903449;test;1.35568938833333;5;200;410;5;5;700;continuous
615_fri_c4_250_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801773445328899;train;1.03538247166667;6;20;250;8;10;175;continuous
615_fri_c4_250_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914070856665885;test;1.03538247166667;6;20;250;8;10;175;continuous
auto;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870896977909173;train;4.65878812;7;20;270;10;20;142;multinomial
auto;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894964762333183;test;4.65878812;7;20;270;10;20;142;multinomial
547_no2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489127319161933;train;0.741586466666667;3;160;326;7;7;350;continuous
547_no2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.623180801846645;test;0.741586466666667;3;160;326;7;7;350;continuous
657_fri_c2_250_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.749583209701717;train;1.05993447333333;6;20;252;10;10;175;continuous
657_fri_c2_250_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.930996421599137;test;1.05993447333333;6;20;252;10;10;175;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815372229537156;train;0.15212347;3;50;166;10;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83999450784849;test;0.15212347;3;50;166;10;10;350;continuous
ionosphere;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989613105611711;train;1.00036962;5;200;410;20;32;246;binomial
ionosphere;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960113339145597;test;1.00036962;5;200;410;20;32;246;binomial
1193_BNG_lowbwt;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607486930301949;train;3.328212295;3;44;166;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604831746767266;test;3.328212295;3;44;166;9;9;21773;continuous
schizo;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.651392103909465;train;1.77076930166667;6;220;452;1;13;238;multinomial
schizo;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551237824675325;test;1.77076930166667;6;220;452;1;13;238;multinomial
glass;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963772727272727;train;1.55713732833333;8;260;536;8;9;144;multinomial
glass;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940224358974359;test;1.55713732833333;8;260;536;8;9;144;multinomial
1096_FacultySalaries;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326621886237621;train;0.139983343333333;6;4;56;2;2;35;continuous
1096_FacultySalaries;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.691607031644943;test;0.139983343333333;6;4;56;2;2;35;continuous
210_cloud;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.220578710422679;train;0.39073436;6;10;132;3;5;76;continuous
210_cloud;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.290737119698262;test;0.39073436;6;10;132;3;5;76;continuous
573_cpu_act;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332481910263851;train;0.582509983333333;10;85;470;4;17;5735;continuous
573_cpu_act;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.330856359055177;test;0.582509983333333;10;85;470;4;17;5735;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329558430874427;train;1.948144385;11;288;598;9;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532090709065969;test;1.948144385;11;288;598;9;10;175;continuous
207_autoPrice;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457686325645641;train;0.831984233333333;3;160;326;2;10;112;continuous
207_autoPrice;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.405377044474026;test;0.831984233333333;3;160;326;2;10;112;continuous
profb;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.639863686153596;train;0.636409031666667;3;160;326;8;9;471;binomial
profb;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.655825350857652;test;0.636409031666667;3;160;326;8;9;471;binomial
glass;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907906573029275;train;0.255985456666667;10;9;188;4;9;144;multinomial
glass;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848518518518519;test;0.255985456666667;10;9;188;4;9;144;multinomial
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818238371167679;train;0.833498355;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838517377137443;test;0.833498355;3;160;326;10;10;700;continuous
218_house_8L;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125150445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361061373551791;train;31.8014374083333;6;220;452;8;8;15949;continuous
218_house_8L;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125150445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378794142634562;test;31.8014374083333;6;220;452;8;8;15949;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797584344789079;train;0.617090733316667;6;20;254;5;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.924624277184413;test;0.617090733316667;6;20;254;5;10;350;continuous
appendicitis;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979716024340771;train;1.69793009166667;9;280;578;3;4;75;binomial
appendicitis;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.814814814814815;test;1.69793009166667;9;280;578;3;4;75;binomial
579_fri_c0_250_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505549526346198;train;0.87912231;3;160;326;5;5;175;continuous
579_fri_c0_250_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476792911458132;test;0.87912231;3;160;326;5;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125181844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789565510177476;train;1.79713327333333;6;220;452;5;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125181844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813597607712378;test;1.79713327333333;6;220;452;5;5;175;continuous
nikuradse_2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835607207478229;train;0.0362983733333333;3;2;16;0;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796933097457016;test;0.0362983733333333;3;2;16;0;1;254;continuous
buggyCrx;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947012937595129;train;1.19839139333333;6;220;452;10;14;483;binomial
buggyCrx;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912958365164248;test;1.19839139333333;6;220;452;10;14;483;binomial
prnn_fglass;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864917835863925;train;1.27430844666667;5;200;410;8;9;144;multinomial
prnn_fglass;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869160997732426;test;1.27430844666667;5;200;410;8;9;144;multinomial
breast_cancer;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.743966117428638;train;0.646926078333333;7;9;134;4;9;201;binomial
breast_cancer;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718793828892006;test;0.646926078333333;7;9;134;4;9;201;binomial
622_fri_c2_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798402015172739;train;0.231068228316667;3;90;186;9;50;700;continuous
622_fri_c2_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868499276603296;test;0.231068228316667;3;90;186;9;50;700;continuous
wine_quality_white;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658129874689249;train;1.38778685;3;11;64;1;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.621417524436237;test;1.38778685;3;11;64;1;11;3429;multinomial
tokyo1;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981177272505964;train;0.681943343333333;3;160;326;20;23;672;binomial
tokyo1;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972921785421785;test;0.681943343333333;3;160;326;20;23;672;binomial
626_fri_c2_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125203739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81176691040175;train;0.611061986666667;9;193;406;10;50;350;continuous
626_fri_c2_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125203739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839017274966703;test;0.611061986666667;9;193;406;10;50;350;continuous
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.541781817778222;train;0.634814613333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.522510625379478;test;0.634814613333333;3;160;326;1;1;849;binomial
1096_FacultySalaries;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26374684662854;train;0.493039965;3;160;326;1;2;35;continuous
1096_FacultySalaries;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.930060420216324;test;0.493039965;3;160;326;1;2;35;continuous
glass2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.074389085;6;220;452;5;8;115;binomial
glass2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934027777777778;test;1.074389085;6;220;452;5;8;115;binomial
titanic;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818596359797068;train;0.496444971666667;3;7;50;7;7;1545;binomial
titanic;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789403946510111;test;0.496444971666667;3;7;50;7;7;1545;binomial
225_puma8NH;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.727917660545443;train;1.004289875;3;160;326;5;8;5735;continuous
225_puma8NH;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.75834967912924;test;1.004289875;3;160;326;5;8;5735;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.378107162390661;train;1.55683064333333;7;240;494;25;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.704078438460495;test;1.55683064333333;7;240;494;25;25;70;continuous
542_pollution;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414341951529029;train;1.21137748333333;6;220;452;4;10;42;continuous
542_pollution;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751657435498237;test;1.21137748333333;6;220;452;4;10;42;continuous
wdbc;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999101004759387;train;0.24754062;3;77;166;13;21;399;binomial
wdbc;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997515913678;test;0.24754062;3;77;166;13;21;399;binomial
560_bodyfat;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0419083209191939;train;0.800058775;3;28;150;1;14;177;continuous
560_bodyfat;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0394308339972373;test;0.800058775;3;28;150;1;14;177;continuous
pendigits;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999149114295592;train;4.08546170666667;3;160;326;16;16;7695;multinomial
pendigits;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998737491660765;test;4.08546170666667;3;160;326;16;16;7695;multinomial
586_fri_c3_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815016372040048;train;0.772353625;5;50;230;12;25;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796809696772792;test;0.772353625;5;50;230;12;25;700;continuous
analcatdata_boxing1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67056530214425;train;1.612019895;20;306;652;3;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.644444444444445;test;1.612019895;20;306;652;3;3;84;binomial
607_fri_c4_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170036459101937;train;3.05051148666667;14;311;650;8;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31781819260302;test;3.05051148666667;14;311;650;8;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813954753821436;train;0.212980928333333;3;90;186;9;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832925658858373;test;0.212980928333333;3;90;186;9;50;700;continuous
605_fri_c2_250_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324702967573356;train;2.51389711833333;12;340;704;2;25;175;continuous
605_fri_c2_250_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471645102605269;test;2.51389711833333;12;340;704;2;25;175;continuous
651_fri_c0_100_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501319988715799;train;2.11154939833333;10;50;444;24;25;70;continuous
651_fri_c0_100_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510892623041557;test;2.11154939833333;10;50;444;24;25;70;continuous
519_vinnie;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481116830223381;train;0.120876841666667;3;4;32;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46791170000724;test;0.120876841666667;3;4;32;1;2;266;continuous
analcatdata_boxing1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.751913265306123;train;0.0914003316666667;3;12;92;2;3;84;binomial
analcatdata_boxing1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.659090909090909;test;0.0914003316666667;3;12;92;2;3;84;binomial
prnn_fglass;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860958971000988;train;1.18836949;5;9;96;3;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.811952380952381;test;1.18836949;5;9;96;3;9;144;multinomial
628_fri_c3_1000_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856121206937324;train;0.366670026666667;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850416322626097;test;0.366670026666667;3;10;72;5;5;700;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125133820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.230665625971558;train;0.0921565999833333;3;15;118;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125133820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.25006887901005;test;0.0921565999833333;3;15;118;3;3;333;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.135590798655574;train;0.505557713333333;3;160;326;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0989963361479882;test;0.505557713333333;3;160;326;1;1;47;continuous
656_fri_c1_100_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785964619195827;train;0.880374036666667;3;160;326;4;5;70;continuous
656_fri_c1_100_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793702116872254;test;0.880374036666667;3;160;326;4;5;70;continuous
637_fri_c1_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813834990756758;train;0.662418718333333;10;214;448;34;50;350;continuous
637_fri_c1_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861895218084509;test;0.662418718333333;10;214;448;34;50;350;continuous
ann_thyroid;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990720664784639;train;0.509236901666667;5;21;202;3;21;5040;multinomial
ann_thyroid;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987939079553986;test;0.509236901666667;5;21;202;3;21;5040;multinomial
1193_BNG_lowbwt;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.591381400216637;train;31.41208801;8;260;536;8;9;21773;continuous
1193_BNG_lowbwt;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.60333709798613;test;31.41208801;8;260;536;8;9;21773;continuous
dis;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.771135963810003;train;2.72258766666667;13;312;650;19;25;2641;binomial
dis;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804885314268692;test;2.72258766666667;13;312;650;19;25;2641;binomial
labor;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.180650643333333;3;56;166;8;15;40;binomial
labor;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916666666666667;test;0.180650643333333;3;56;166;8;15;40;binomial
586_fri_c3_1000_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125185740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816561945987464;train;0.825756518333333;5;50;230;4;25;700;continuous
586_fri_c3_1000_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125185740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818501419357882;test;0.825756518333333;5;50;230;4;25;700;continuous
mfeat_karhunen;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999039814667817;train;2.47985016666667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997719852282728;test;2.47985016666667;3;160;326;64;64;1400;multinomial
pima;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83170938197491;train;0.149874378333333;3;32;148;6;8;538;binomial
pima;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816876267748479;test;0.149874378333333;3;32;148;6;8;538;binomial
crx;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910339214450746;train;0.647792768333333;10;56;460;3;14;483;binomial
crx;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895981308411215;test;0.647792768333333;10;56;460;3;14;483;binomial
vehicle;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917263711969172;train;1.53547041666667;6;204;420;12;13;593;multinomial
vehicle;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927722079055199;test;1.53547041666667;6;204;420;12;13;593;multinomial
wine_recognition;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.256979483333333;3;13;56;13;13;125;multinomial
wine_recognition;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.256979483333333;3;13;56;13;13;125;multinomial
666_rmftsa_ladata;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.577310104342801;train;0.75962618165;3;160;326;10;10;356;continuous
666_rmftsa_ladata;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713870742289735;test;0.75962618165;3;160;326;10;10;356;continuous
228_elusage;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279902185203127;train;0.61221505;3;160;326;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.46069197211088;test;0.61221505;3;160;326;1;1;39;continuous
allrep;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949737358465953;train;5.05584616333333;20;381;802;3;24;2641;multinomial
allrep;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125135235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94466647417878;test;5.05584616333333;20;381;802;3;24;2641;multinomial
624_fri_c0_100_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.588636141817964;train;0.14785309;3;25;166;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512273919345618;test;0.14785309;3;25;166;5;5;70;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821853354364317;train;0.830963531666667;3;72;150;3;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840888243631843;test;0.830963531666667;3;72;150;3;50;350;continuous
glass;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998679471788716;train;0.668830128333333;3;160;326;9;9;144;multinomial
glass;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889238095238095;test;0.668830128333333;3;160;326;9;9;144;multinomial
vehicle;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994033249047005;train;0.825141746666667;3;160;326;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92680733223241;test;0.825141746666667;3;160;326;13;13;593;multinomial
coil2000;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125153723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.703790806856644;train;6.42361791;0;5;10;2;59;6876;binomial
coil2000;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125153723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.721087580760948;test;6.42361791;0;5;10;2;59;6876;binomial
1089_USCrime;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447840311700592;train;0.933691576666667;5;200;410;3;3;33;continuous
1089_USCrime;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.302835623076896;test;0.933691576666667;5;200;410;3;3;33;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495680964022265;train;1.26374793;6;204;420;4;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522651742871031;test;1.26374793;6;204;420;4;5;175;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124192215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871459403450418;train;0.86861015;3;160;326;10;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124192215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850902627041543;test;0.86861015;3;160;326;10;100;700;continuous
segmentation;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997233102899527;train;13.4829678983333;3;14;88;7;14;1617;multinomial
segmentation;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996318222420334;test;13.4829678983333;3;14;88;7;14;1617;multinomial
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503_wind;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464771895553814;test;1.23567960833333;3;28;126;14;14;4602;continuous
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201_pol;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48883528560579;test;12.6965861883333;3;49;146;25;25;10500;continuous
analcatdata_authorship;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99999360842665;train;1.01684467333333;3;160;326;70;70;589;multinomial
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621_fri_c0_100_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355928775511328;train;2.23619210666667;20;313;666;10;10;70;continuous
621_fri_c0_100_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.617985838120051;test;2.23619210666667;20;313;666;10;10;70;continuous
twonorm;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125203840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998260435004556;train;2.81501242833333;3;20;112;20;20;5180;binomial
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603_fri_c0_250_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319623728494547;train;2.38138481166667;11;310;642;10;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48689617224544;test;2.38138481166667;11;310;642;10;50;175;continuous
ann_thyroid;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124211103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992933196091411;train;20.7747135633333;3;21;124;21;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124211103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984151558868462;test;20.7747135633333;3;21;124;21;21;5040;multinomial
573_cpu_act;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295008948598824;train;3.16223088333333;7;240;494;5;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.306221458341867;test;3.16223088333333;7;240;494;5;17;5735;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91880124967912;train;0.390765808333333;3;45;166;8;9;81648;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917335754632974;test;0.390765808333333;3;45;166;8;9;81648;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180358694671575;train;2.19309975166667;12;308;640;8;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32016860084647;test;2.19309975166667;12;308;640;8;10;350;continuous
waveform_21;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988326387244605;train;4.68779294666667;3;160;326;21;21;3500;multinomial
waveform_21;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966223117131543;test;4.68779294666667;3;160;326;21;21;3500;multinomial
auto;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963212870060696;train;0.712701875;14;20;516;15;20;142;multinomial
auto;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838151927437642;test;0.712701875;14;20;516;15;20;142;multinomial
616_fri_c4_500_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815987538103665;train;0.707452163316667;3;67;150;5;50;350;continuous
616_fri_c4_500_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832324722202089;test;0.707452163316667;3;67;150;5;50;350;continuous
nikuradse_2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.118019380023222;train;0.491364626666667;3;160;326;1;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144809071811069;test;0.491364626666667;3;160;326;1;1;254;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.435530709211398;train;1.14589338;3;72;150;49;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437409017099726;test;1.14589338;3;72;150;49;71;742;continuous
saheart;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796255460786353;train;1.53307235833333;11;9;206;8;9;324;binomial
saheart;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.781362007168459;test;1.53307235833333;11;9;206;8;9;324;binomial
665_sleuth_case2002;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.626872657550183;train;0.63281445;3;160;326;1;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.66000040763465;test;0.63281445;3;160;326;1;6;103;continuous
clean2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97544559751792;train;0.502701846666667;3;80;166;105;107;4619;binomial
clean2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125205324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970183934938056;test;0.502701846666667;3;80;166;105;107;4619;binomial
contraceptive;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.738223865730521;train;1.24705626333333;3;9;62;9;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699122712442385;test;1.24705626333333;3;9;62;9;9;1032;multinomial
665_sleuth_case2002;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810662336384341;train;1.05719588666667;10;12;252;6;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.736534201828223;test;1.05719588666667;10;12;252;6;6;103;continuous
ecoli;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974253019208496;train;0.867218813333333;6;5;66;4;5;229;multinomial
ecoli;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984652194211018;test;0.867218813333333;6;5;66;4;5;229;multinomial
optdigits;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999923167140427;train;3.99848230166667;3;160;326;52;60;3934;multinomial
optdigits;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99920334549237;test;3.99848230166667;3;160;326;52;60;3934;multinomial
breast;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994192955920484;train;0.900944023333333;3;160;326;8;9;490;binomial
breast;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991628614916286;test;0.900944023333333;3;160;326;8;9;490;binomial
522_pm10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835605335886139;train;0.458279021666667;9;35;392;7;7;350;continuous
522_pm10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882096396352987;test;0.458279021666667;9;35;392;7;7;350;continuous
ring;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125194553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777682417637462;train;0.441950016666667;5;63;250;20;20;5180;binomial
ring;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125194553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757594087767616;test;0.441950016666667;5;63;250;20;20;5180;binomial
633_fri_c0_500_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451581988409557;train;1.50062846833333;10;236;492;20;25;350;continuous
633_fri_c0_500_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.609238857005114;test;1.50062846833333;10;236;492;20;25;350;continuous
contraceptive;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85077950998155;train;0.960198425;3;160;326;9;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737484510025494;test;0.960198425;3;160;326;9;9;1032;multinomial
594_fri_c2_100_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350012476283118;train;0.59753125;3;160;326;2;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548441169222546;test;0.59753125;3;160;326;2;5;70;continuous
616_fri_c4_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814793427802847;train;1.27411041;6;100;276;8;50;350;continuous
616_fri_c4_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837316714695152;test;1.27411041;6;100;276;8;50;350;continuous
analcatdata_asbestos;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865162037037037;train;0.0902743716666667;3;12;80;2;3;59;binomial
analcatdata_asbestos;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9;test;0.0902743716666667;3;12;80;2;3;59;binomial
wine_quality_red;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783018861783116;train;0.299040995;9;11;206;5;11;1120;multinomial
wine_quality_red;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.771531617918872;test;0.299040995;9;11;206;5;11;1120;multinomial
prnn_crabs;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999589743589744;train;0.0753430566666667;3;12;96;3;3;140;binomial
prnn_crabs;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0753430566666667;3;12;96;3;3;140;binomial
texture;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996968012400903;train;3.122178915;3;160;326;12;12;3850;multinomial
texture;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995238978828949;test;3.122178915;3;160;326;12;12;3850;multinomial
backache;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996022727272727;train;1.95425064166667;8;260;536;25;31;126;binomial
backache;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.476543209876543;test;1.95425064166667;8;260;536;25;31;126;binomial
magic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830846059590729;train;4.125997145;6;9;114;9;9;13314;binomial
magic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81200402128126;test;4.125997145;6;9;114;9;9;13314;binomial
dis;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125101319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.769824914132529;train;2.22829031;6;214;440;21;25;2641;binomial
dis;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125101319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.655347036044087;test;2.22829031;6;214;440;21;25;2641;binomial
wine_recognition;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0891326633333333;3;13;88;12;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0891326633333333;3;13;88;12;13;125;multinomial
saheart;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.794998975199836;train;2.49679749833333;15;384;798;9;9;324;binomial
saheart;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.79029419160171;test;2.49679749833333;15;384;798;9;9;324;binomial
294_satellite_image;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.461279927000955;train;2.40464875166667;7;224;462;19;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453529715038398;test;2.40464875166667;7;224;462;19;27;4505;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285612169912433;train;8.58521746666667;20;345;730;46;71;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.440448216114684;test;8.58521746666667;20;345;730;46;71;742;continuous
1595_poker;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816496089876181;train;51.5649425716667;1;20;54;6;10;717507;continuous
1595_poker;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814221608916594;test;51.5649425716667;1;20;54;6;10;717507;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818375441836912;train;0.350713265;3;12;88;2;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.737788108395898;test;0.350713265;3;12;88;2;6;103;continuous
195_auto_price;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246763946324289;train;0.995512423333333;5;200;410;10;10;112;continuous
195_auto_price;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31467841091779;test;0.995512423333333;5;200;410;10;10;112;continuous
228_elusage;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.582886523615727;train;0.624597391666667;3;160;326;1;1;39;continuous
228_elusage;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.47957316136681;test;0.624597391666667;3;160;326;1;1;39;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.634826863596721;train;0.104738385;3;25;136;1;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494020355751906;test;0.104738385;3;25;136;1;5;44;continuous
564_fried;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479785030176224;train;5.309529555;6;204;420;8;10;28538;continuous
564_fried;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481614856902273;test;5.309529555;6;204;420;8;10;28538;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.422262463278165;train;1.8252509;9;50;402;14;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608208148139387;test;1.8252509;9;50;402;14;25;175;continuous
613_fri_c3_250_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772881090989337;train;0.404850693333333;8;10;172;3;5;175;continuous
613_fri_c3_250_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.884267345180667;test;0.404850693333333;8;10;172;3;5;175;continuous
ann_thyroid;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999968564626215;train;4.772613505;3;160;326;21;21;5040;multinomial
ann_thyroid;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999700092867795;test;4.772613505;3;160;326;21;21;5040;multinomial
556_analcatdata_apnea2;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.240803310730544;train;0.132675758333333;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.598206838489672;test;0.132675758333333;3;15;120;0;3;333;continuous
wdbc;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994789979483857;train;1.66163379833333;5;22;212;14;22;399;binomial
wdbc;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991208791208791;test;1.66163379833333;5;22;212;14;22;399;binomial
1201_BNG_breastTumor;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914431274387207;train;0.343201345;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916426376569545;test;0.343201345;3;45;166;9;9;81648;continuous
593_fri_c1_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247882787343115;train;1.66988135166667;5;200;410;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348657952379944;test;1.66988135166667;5;200;410;10;10;700;continuous
wine_quality_red;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.755453861034562;train;4.381406285;7;11;154;3;11;1120;multinomial
wine_quality_red;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.65356957519809;test;4.381406285;7;11;154;3;11;1120;multinomial
heart_h;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920562144921758;train;0.77598112;6;12;138;4;12;206;binomial
heart_h;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891924711596843;test;0.77598112;6;12;138;4;12;206;binomial
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233144124706199;train;4.03167746668333;8;228;472;9;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315441983253493;test;4.03167746668333;8;228;472;9;25;700;continuous
agaricus_lepiota;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.02005693166667;3;20;70;20;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;4.02005693166667;3;20;70;20;20;5702;binomial
shuttle;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124200826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866301054096802;train;1.85904203166667;7;8;118;4;8;40600;multinomial
shuttle;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124200826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838293937723951;test;1.85904203166667;7;8;118;4;8;40600;multinomial
vowel;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999506077986341;train;2.03414798;5;200;410;6;13;693;multinomial
vowel;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989145241068393;test;2.03414798;5;200;410;6;13;693;multinomial
657_fri_c2_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125143317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.74726941590219;train;1.33016960666667;5;200;410;10;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125143317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.904782920734842;test;1.33016960666667;5;200;410;10;10;175;continuous
analcatdata_germangss;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816424382755155;train;0.101733093333333;7;5;76;5;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734917153996101;test;0.101733093333333;7;5;76;5;5;280;multinomial
saheart;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.770977659356426;train;0.307322211666667;6;36;274;9;9;324;binomial
saheart;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84158913754086;test;0.307322211666667;6;36;274;9;9;324;binomial
596_fri_c2_250_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792226287300966;train;0.760842328333333;3;160;326;5;5;175;continuous
596_fri_c2_250_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850977720387889;test;0.760842328333333;3;160;326;5;5;175;continuous
new_thyroid;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998657596371882;train;0.712095221666667;3;160;326;5;5;151;multinomial
new_thyroid;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98724279835391;test;0.712095221666667;3;160;326;5;5;151;multinomial
churn;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860337834784943;train;1.16721949166667;14;60;628;8;15;3500;binomial
churn;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863828985780205;test;1.16721949166667;14;60;628;8;15;3500;binomial
695_chatfield_4;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357149004755065;train;0.580704961666667;10;45;460;3;9;165;continuous
695_chatfield_4;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.420226677968537;test;0.580704961666667;10;45;460;3;9;165;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234219308100306;train;6.153095165;13;344;714;15;25;700;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3389890816604;test;6.153095165;13;344;714;15;25;700;continuous
new_thyroid;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999365079365079;train;0.231065251666667;3;5;36;3;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996707818930041;test;0.231065251666667;3;5;36;3;5;151;multinomial
612_fri_c1_1000_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125104857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85181616423502;train;0.814797146666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125104857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835541815965122;test;0.814797146666667;3;160;326;5;5;700;continuous
churn;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871845342611661;train;0.842295303333333;11;60;502;7;15;3500;binomial
churn;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854395284952254;test;0.842295303333333;11;60;502;7;15;3500;binomial
592_fri_c4_1000_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843524066611237;train;2.884557645;9;50;398;6;25;700;continuous
592_fri_c4_1000_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86200937384214;test;2.884557645;9;50;398;6;25;700;continuous
breast_cancer_wisconsin;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.18048363833333;3;160;326;19;22;399;binomial
breast_cancer_wisconsin;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991155660377358;test;1.18048363833333;3;160;326;19;22;399;binomial
irish;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906581148912437;train;0.855185236666667;14;4;118;3;4;350;binomial
irish;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804712236915627;test;0.855185236666667;14;4;118;3;4;350;binomial
595_fri_c0_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478152499437203;train;0.361486911666667;8;50;376;9;10;700;continuous
595_fri_c0_1000_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.518419559290697;test;0.361486911666667;8;50;376;9;10;700;continuous
calendarDOW;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908135407437697;train;2.87983851;11;320;662;14;14;280;multinomial
calendarDOW;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858188259906097;test;2.87983851;11;320;662;14;14;280;multinomial
nikuradse_1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0293929341474855;train;1.02429573333333;6;220;452;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0352730932520805;test;1.02429573333333;6;220;452;2;2;254;continuous
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999300096909659;train;2.38250193833333;6;22;236;22;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989091981132075;test;2.38250193833333;6;22;236;22;22;399;binomial
prnn_crabs;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.594043691683333;3;160;326;3;3;140;binomial
prnn_crabs;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997142857142857;test;0.594043691683333;3;160;326;3;3;140;binomial
waveform_21;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982834871590001;train;8.50348892333333;12;308;640;20;21;3500;multinomial
waveform_21;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97061490884701;test;8.50348892333333;12;308;640;20;21;3500;multinomial
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462419927138121;train;2.12296001166667;20;260;560;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524224480997695;test;2.12296001166667;20;260;560;5;5;700;continuous
663_rabe_266;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125203312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0922097401552094;train;0.539667436666667;3;160;326;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125203312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.13938767658746;test;0.539667436666667;3;160;326;2;2;84;continuous
633_fri_c0_500_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124163744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288968009547975;train;2.92007055166667;16;420;872;12;25;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124163744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532536033171414;test;2.92007055166667;16;420;872;12;25;350;continuous
letter;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125190653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978167248482652;train;30.3219860416667;8;260;536;15;16;14000;multinomial
letter;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125190653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977836925936032;test;30.3219860416667;8;260;536;15;16;14000;multinomial
banana;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977612615600015;train;3.33532742333333;11;256;534;2;2;3710;binomial
banana;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961038548168918;test;3.33532742333333;11;256;534;2;2;3710;binomial
646_fri_c3_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125124912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.798247275907343;train;1.20465465;7;20;290;5;10;350;continuous
646_fri_c3_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125124912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807879537741813;test;1.20465465;7;20;290;5;10;350;continuous
flags;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.838924162257496;train;2.035280575;8;260;536;36;39;125;multinomial
flags;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741278659611993;test;2.035280575;8;260;536;36;39;125;multinomial
225_puma8NH;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740972211382198;train;1.38915504333333;3;160;326;7;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770127222360817;test;1.38915504333333;3;160;326;7;8;5735;continuous
diabetes;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.863683431952663;train;0.915479398333333;3;160;326;5;8;538;binomial
diabetes;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.81781045751634;test;0.915479398333333;3;160;326;5;8;538;binomial
647_fri_c1_250_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806973014994137;train;0.524918381666667;3;20;136;5;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83179328724883;test;0.524918381666667;3;20;136;5;10;175;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488430862153055;train;0.260351988316667;7;25;324;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494358364239948;test;0.260351988316667;7;25;324;5;5;700;continuous
analcatdata_asbestos;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854838709677419;train;0.203053966666667;7;12;176;2;3;59;binomial
analcatdata_asbestos;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874074074074074;test;0.203053966666667;7;12;176;2;3;59;binomial
analcatdata_asbestos;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843822843822844;train;0.244536798316667;9;12;222;3;3;59;binomial
analcatdata_asbestos;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93006993006993;test;0.244536798316667;9;12;222;3;3;59;binomial
credit_a;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917481261441746;train;0.842077945;13;52;586;4;13;483;binomial
credit_a;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916682683067461;test;0.842077945;13;52;586;4;13;483;binomial
621_fri_c0_100_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457201685576908;train;0.350525073333333;3;20;136;10;10;70;continuous
621_fri_c0_100_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.625437769064013;test;0.350525073333333;3;20;136;10;10;70;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.389849805761718;train;0.036423115;3;2;16;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.367358794603192;test;0.036423115;3;2;16;1;1;33;continuous
nikuradse_1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336821126110657;train;0.0747138666666667;3;10;80;2;2;254;continuous
nikuradse_1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.335939334336781;test;0.0747138666666667;3;10;80;2;2;254;continuous
503_wind;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124185824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468042523640012;train;3.90747566166667;9;28;374;13;14;4602;continuous
503_wind;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124185824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480798686551065;test;3.90747566166667;9;28;374;13;14;4602;continuous
pendigits;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998305471885554;train;11.5983379233333;7;224;462;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998012472940845;test;11.5983379233333;7;224;462;16;16;7695;multinomial
allrep;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963940594701252;train;3.08203550335;12;228;480;8;24;2641;multinomial
allrep;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931784096820962;test;3.08203550335;12;228;480;8;24;2641;multinomial
225_puma8NH;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48322004708009;train;7.59946444166667;5;184;378;7;8;5735;continuous
225_puma8NH;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.557303586805152;test;7.59946444166667;5;184;378;7;8;5735;continuous
1030_ERA;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.732028180004295;train;0.896995973333333;9;8;156;4;4;700;continuous
1030_ERA;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779974273435532;test;0.896995973333333;9;8;156;4;4;700;continuous
603_fri_c0_250_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415439496294794;train;1.75225023833333;5;200;410;50;50;175;continuous
603_fri_c0_250_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.616543812437324;test;1.75225023833333;5;200;410;50;50;175;continuous
615_fri_c4_250_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248188869034232;train;2.89914368333333;19;448;934;3;10;175;continuous
615_fri_c4_250_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479042888891996;test;2.89914368333333;19;448;934;3;10;175;continuous
522_pm10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126102604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845826355337035;train;2.09183042166667;13;328;682;7;7;350;continuous
522_pm10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126102604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845148937094554;test;2.09183042166667;13;328;682;7;7;350;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125152326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656965512876688;train;6.437617245;8;50;376;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125152326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658116760688379;test;6.437617245;8;50;376;10;10;700000;continuous
glass;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99659991432855;train;0.947839621666667;5;200;410;8;9;144;multinomial
glass;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89;test;0.947839621666667;5;200;410;8;9;144;multinomial
prnn_synth;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935589234387249;train;0.0697621466666667;3;2;16;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934472934472934;test;0.0697621466666667;3;2;16;2;2;175;binomial
mfeat_karhunen;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999273711920461;train;24.012965175;3;56;138;35;64;1400;multinomial
mfeat_karhunen;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995989066474018;test;24.012965175;3;56;138;35;64;1400;multinomial
635_fri_c0_250_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535474628694274;train;0.807748548333333;3;160;326;10;10;175;continuous
635_fri_c0_250_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515844298712143;test;0.807748548333333;3;160;326;10;10;175;continuous
letter;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956302736697345;train;32.0815665916667;2;140;284;12;16;14000;multinomial
letter;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958708094633753;test;32.0815665916667;2;140;284;12;16;14000;multinomial
sonar;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.00555517331667;8;260;536;59;59;146;binomial
sonar;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907027027027027;test;2.00555517331667;8;260;536;59;59;146;binomial
cleve;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912684153790873;train;0.868440291666667;3;160;326;10;13;213;binomial
cleve;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883399209486166;test;0.868440291666667;3;160;326;10;13;213;binomial
537_houses;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.5161242066517;train;5.94821344333333;3;160;326;4;5;14448;continuous
537_houses;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.544540341002101;test;5.94821344333333;3;160;326;4;5;14448;continuous
waveform_21;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969926761736401;train;6.54130814333333;3;21;120;19;21;3500;multinomial
waveform_21;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966418290544611;test;6.54130814333333;3;21;120;19;21;3500;multinomial
dis;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.838019833653231;train;3.54373154831667;13;360;746;25;25;2641;binomial
dis;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677309615542258;test;3.54373154831667;13;360;746;25;25;2641;binomial
225_puma8NH;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754273572772379;train;1.00261596;7;16;240;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782935325251512;test;1.00261596;7;16;240;2;8;5735;continuous
mfeat_fourier;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993642254989668;train;2.73408079;3;160;326;26;76;1400;multinomial
mfeat_fourier;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974475648950373;test;2.73408079;3;160;326;26;76;1400;multinomial
294_satellite_image;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452681165919606;train;0.198886366666667;3;85;176;26;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.462502278359944;test;0.198886366666667;3;85;176;26;26;4505;continuous
shuttle;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940599658285118;train;4.822860895;20;8;318;4;8;40600;multinomial
shuttle;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938528683878686;test;4.822860895;20;8;318;4;8;40600;multinomial
637_fri_c1_500_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830052324503967;train;0.386920023333333;5;130;270;15;50;350;continuous
637_fri_c1_500_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86481362434749;test;0.386920023333333;5;130;270;15;50;350;continuous
1196_BNG_pharynx;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660129314017537;train;50.49521226;1;120;242;6;10;700000;continuous
1196_BNG_pharynx;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660663372951699;test;50.49521226;1;120;242;6;10;700000;continuous
574_house_16H;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124190045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357876451345635;train;30.864078935;7;240;494;15;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124190045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413797374885955;test;30.864078935;7;240;494;15;15;15949;continuous
617_fri_c3_500_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828008039786825;train;0.121166508333333;3;25;154;5;5;350;continuous
617_fri_c3_500_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83889947131029;test;0.121166508333333;3;25;154;5;5;350;continuous
wdbc;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970412480169223;train;0.78676611;3;160;326;2;23;399;binomial
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613_fri_c3_250_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.880738645006734;test;0.810938743333333;10;8;172;4;4;175;continuous
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analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125125306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.484305741666667;10;24;458;6;6;65;binomial
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608_fri_c3_1000_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163685129391694;train;2.07638327166667;5;200;410;5;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25440022794055;test;2.07638327166667;5;200;410;5;10;700;continuous
movement_libras;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125153534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98859757437282;train;24.8996636166667;5;22;212;11;22;252;multinomial
movement_libras;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125153534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952654008091933;test;24.8996636166667;5;22;212;11;22;252;multinomial
twonorm;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125102808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998038564999425;train;1.09624926835;3;160;326;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125102808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99769548781547;test;1.09624926835;3;160;326;20;20;5180;binomial
192_vineyard;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.535443969361541;train;0.158534283333333;6;4;56;2;2;37;continuous
192_vineyard;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.571893304249501;test;0.158534283333333;6;4;56;2;2;37;continuous
561_cpu;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125130050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.102315383550417;train;1.06964642166667;5;200;410;4;7;147;continuous
561_cpu;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125130050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.173246279386256;test;1.06964642166667;5;200;410;4;7;147;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125191701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454219464811709;train;0.195264488333333;3;10;72;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125191701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478124205824351;test;0.195264488333333;3;10;72;5;5;350;continuous
wdbc;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999625167336011;train;1.37464829;3;21;114;21;21;399;binomial
wdbc;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983721624850657;test;1.37464829;3;21;114;21;21;399;binomial
cloud;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981950545369663;train;3.93291844666667;20;500;1040;3;7;76;multinomial
cloud;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779336734693878;test;3.93291844666667;20;500;1040;3;7;76;multinomial
contraceptive;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826085947544675;train;1.61813958835;5;200;410;9;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.762907644880297;test;1.61813958835;5;200;410;9;9;1032;multinomial
analcatdata_japansolvent;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932352941176471;train;0.0819422916666667;3;3;24;2;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642857142857143;test;0.0819422916666667;3;3;24;2;3;37;binomial
optdigits;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125182615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999598041786724;train;38.2967423366667;3;53;138;52;59;3934;multinomial
optdigits;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125182615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998196916183081;test;38.2967423366667;3;53;138;52;59;3934;multinomial
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816967408915299;train;0.340228151666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803688048781699;test;0.340228151666667;3;10;72;5;5;700;continuous
nikuradse_2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.102845918055564;train;1.27012245333333;7;240;494;1;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159121117213521;test;1.27012245333333;7;240;494;1;1;254;continuous
letter;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125181115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97732821738076;train;5.50705497;8;16;224;14;16;14000;multinomial
letter;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125181115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977516410120941;test;5.50705497;8;16;224;14;16;14000;multinomial
1196_BNG_pharynx;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124201715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660596799846997;train;23.1335182216667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124201715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662462379056195;test;23.1335182216667;3;20;134;10;10;700000;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124185652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.561468803333333;3;160;326;3;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124185652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974025974025974;test;0.561468803333333;3;160;326;3;4;185;binomial
clean1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0981490766666667;3;36;78;1;89;334;binomial
clean1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0981490766666667;3;36;78;1;89;334;binomial
582_fri_c1_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289248466914818;train;0.987465593333333;3;160;326;5;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414278784785953;test;0.987465593333333;3;160;326;5;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124211132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86294021928618;train;0.191538481666667;3;90;186;12;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124211132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.87173009785326;test;0.191538481666667;3;90;186;12;25;350;continuous
schizo;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.672806939633478;train;0.247084345;7;13;190;5;13;238;multinomial
schizo;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.639705882352941;test;0.247084345;7;13;190;5;13;238;multinomial
591_fri_c1_100_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428422731820297;train;1.86311252666667;20;323;686;1;10;70;continuous
591_fri_c1_100_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.562107994146022;test;1.86311252666667;20;323;686;1;10;70;continuous
574_house_16H;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.691998736373777;train;5.45730084333333;5;30;230;13;15;15949;continuous
574_house_16H;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.682676916471384;test;5.45730084333333;5;30;230;13;15;15949;continuous
credit_g;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757945253837861;train;0.224274418333333;3;69;166;2;20;700;binomial
credit_g;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72305813114208;test;0.224274418333333;3;69;166;2;20;700;binomial
cloud;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988664042692176;train;1.44539040333333;6;220;452;5;6;76;multinomial
cloud;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.590608465608466;test;1.44539040333333;6;220;452;5;6;76;multinomial
profb;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.642774554748671;train;0.53623364;10;36;446;4;9;471;binomial
profb;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.673368233459568;test;0.53623364;10;36;446;4;9;471;binomial
602_fri_c3_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817852811062042;train;0.320628041666667;7;45;334;7;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860442233107551;test;0.320628041666667;7;45;334;7;9;175;continuous
auto;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905573921028467;train;0.9770841;3;160;326;22;22;142;multinomial
auto;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866744373638784;test;0.9770841;3;160;326;22;22;142;multinomial
mfeat_karhunen;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124183400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999810356880035;train;2.68676374833333;3;160;326;29;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124183400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997318091370805;test;2.68676374833333;3;160;326;29;64;1400;multinomial
flags;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126092730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791997509205111;train;1.44202411833333;6;220;452;17;40;125;multinomial
flags;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126092730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773355780022447;test;1.44202411833333;6;220;452;17;40;125;multinomial
646_fri_c3_500_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125194207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811226477237757;train;0.128506503333333;3;45;166;5;9;350;continuous
646_fri_c3_500_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125194207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756806242639819;test;0.128506503333333;3;45;166;5;9;350;continuous
pendigits;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99749584149861;train;0.776543136683333;3;16;100;15;16;7695;multinomial
pendigits;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997419423310447;test;0.776543136683333;3;16;100;15;16;7695;multinomial
197_cpu_act;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.138295812954928;train;14.1533300383333;7;240;494;17;18;5735;continuous
197_cpu_act;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165803887973172;test;14.1533300383333;7;240;494;17;18;5735;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204130205701748;train;2.07339210833333;6;220;452;6;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372387332420675;test;2.07339210833333;6;220;452;6;50;350;continuous
schizo;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.68788673661555;train;2.07429571;9;13;236;3;13;238;multinomial
schizo;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.614600813628274;test;2.07429571;9;13;236;3;13;238;multinomial
analcatdata_japansolvent;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934523809523809;train;0.545721588333333;3;160;326;2;5;37;binomial
analcatdata_japansolvent;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796296296296296;test;0.545721588333333;3;160;326;2;5;37;binomial
604_fri_c4_500_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86324722949077;train;1.65153865833333;8;20;330;7;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853007643266759;test;1.65153865833333;8;20;330;7;10;350;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219528965976987;train;1.32335260666667;5;200;410;4;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289054233696296;test;1.32335260666667;5;200;410;4;25;700;continuous
glass;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997992075390876;train;0.937240394983333;5;200;410;9;9;144;multinomial
glass;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916944444444444;test;0.937240394983333;5;200;410;9;9;144;multinomial
analcatdata_boxing1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752551020408163;train;0.279424181666667;11;12;284;2;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.659090909090909;test;0.279424181666667;11;12;284;2;3;84;binomial
iris;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995386389850058;train;0.697170973333333;3;160;326;3;3;105;multinomial
iris;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997395833333333;test;0.697170973333333;3;160;326;3;3;105;multinomial
621_fri_c0_100_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444661537338663;train;1.14127765;5;200;410;10;10;70;continuous
621_fri_c0_100_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.704320215991562;test;1.14127765;5;200;410;10;10;70;continuous
analcatdata_boxing2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901711378353377;train;1.32850070333333;7;240;494;1;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811428571428571;test;1.32850070333333;7;240;494;1;3;93;binomial
analcatdata_aids;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124204516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935855263157895;train;0.740301838333333;5;200;410;3;3;35;binomial
analcatdata_aids;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124204516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.62037037037037;test;0.740301838333333;5;200;410;3;3;35;binomial
mfeat_factors;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996646008403126;train;3.587218615;3;160;326;120;135;1400;multinomial
mfeat_factors;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996685228234792;test;3.587218615;3;160;326;120;135;1400;multinomial
shuttle;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93345110400006;train;1.34103882833333;5;8;88;6;8;40600;multinomial
shuttle;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960167064050543;test;1.34103882833333;5;8;88;6;8;40600;multinomial
588_fri_c4_1000_100;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855102530875218;train;1.20841313166667;3;72;150;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81591947098712;test;1.20841313166667;3;72;150;5;100;700;continuous
593_fri_c1_1000_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170560337443683;train;2.32439313;12;303;630;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310688385866045;test;2.32439313;12;303;630;10;10;700;continuous
flags;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943826286327736;train;1.76500825833333;7;240;494;36;39;125;multinomial
flags;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.731808278867102;test;1.76500825833333;7;240;494;36;39;125;multinomial
allrep;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928792969048084;train;0.570270191666667;6;24;256;4;24;2641;multinomial
allrep;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952615971759089;test;0.570270191666667;6;24;256;4;24;2641;multinomial
phoneme;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124185844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802909419729597;train;0.631685905;5;5;56;4;5;3783;binomial
phoneme;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124185844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796794978307025;test;0.631685905;5;5;56;4;5;3783;binomial
562_cpu_small;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18787255316494;train;3.66634470666667;3;160;326;10;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206269089663016;test;3.66634470666667;3;160;326;10;12;5735;continuous
breast_cancer;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.764007092198582;train;2.48679046833333;14;380;788;4;9;201;binomial
breast_cancer;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.735;test;2.48679046833333;14;380;788;4;9;201;binomial
687_sleuth_ex1605;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406914495375053;train;1.18138548166667;6;220;452;4;4;44;continuous
687_sleuth_ex1605;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.630861360277298;test;1.18138548166667;6;220;452;4;4;44;continuous
mfeat_morphological;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950876056709165;train;0.0699917933333333;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936913705668161;test;0.0699917933333333;3;3;24;3;3;1400;multinomial
581_fri_c3_500_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831049624372323;train;0.182327645;3;90;186;11;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834458601367039;test;0.182327645;3;90;186;11;25;350;continuous
analcatdata_cyyoung8092;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932075471698113;train;0.24366044835;6;7;92;3;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827777777777778;test;0.24366044835;6;7;92;3;7;68;binomial
590_fri_c0_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4878929651482;train;1.5720408;5;99;234;12;50;700;continuous
590_fri_c0_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485645747762587;test;1.5720408;5;99;234;12;50;700;continuous
credit_a;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923348851752771;train;1.17173760333333;6;13;164;10;13;483;binomial
credit_a;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893652141105452;test;1.17173760333333;6;13;164;10;13;483;binomial
cleve;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938788542236818;train;1.09854290833333;9;13;230;6;13;213;binomial
cleve;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886626445449975;test;1.09854290833333;9;13;230;6;13;213;binomial
shuttle;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851031671007673;train;33.8088563416667;3;160;326;9;9;40600;multinomial
shuttle;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855572126981166;test;33.8088563416667;3;160;326;9;9;40600;multinomial
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1089_USCrime;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.334273890122643;train;0.533021178333333;3;160;326;1;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.533883606170406;test;0.533021178333333;3;160;326;1;3;33;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321412246316417;train;1.07228132166667;5;200;410;2;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.550016891026029;test;1.07228132166667;5;200;410;2;25;175;continuous
dis;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763064421546452;train;2.04541853333333;20;100;880;22;25;2641;binomial
dis;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765713434614239;test;2.04541853333333;20;100;880;22;25;2641;binomial
621_fri_c0_100_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504056390898023;train;0.379662668333333;7;50;344;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431477845421979;test;0.379662668333333;7;50;344;10;10;70;continuous
irish;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906548341589843;train;0.22677883;3;4;30;4;4;350;binomial
irish;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.806947289998137;test;0.22677883;3;4;30;4;4;350;binomial
saheart;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.807570301783265;train;1.43739690833333;7;240;494;9;9;324;binomial
saheart;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742620751341682;test;1.43739690833333;7;240;494;9;9;324;binomial
633_fri_c0_500_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288530410690363;train;2.04192506666667;9;280;578;10;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496950259078563;test;2.04192506666667;9;280;578;10;25;350;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245146123124686;train;0.692977411666667;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508585394742816;test;0.692977411666667;3;160;326;0;3;333;continuous
iris;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9953125;train;0.724954876666667;3;160;326;1;3;105;multinomial
iris;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985185185185185;test;0.724954876666667;3;160;326;1;3;105;multinomial
analcatdata_japansolvent;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944117647058824;train;0.068788415;3;4;30;4;4;37;binomial
analcatdata_japansolvent;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642857142857143;test;0.068788415;3;4;30;4;4;37;binomial
ecoli;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97533430319378;train;0.793072425;3;160;326;5;5;229;multinomial
ecoli;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972489386619822;test;0.793072425;3;160;326;5;5;229;multinomial
ionosphere;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948000575373993;train;1.66673355666667;9;248;514;31;32;246;binomial
ionosphere;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913197172034564;test;1.66673355666667;9;248;514;31;32;246;binomial
mnist;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99275477697707;train;165.229266516667;0;100;200;521;526;49000;multinomial
mnist;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992244281109566;test;165.229266516667;0;100;200;521;526;49000;multinomial
glass;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973588715846159;train;1.06108128333333;5;200;410;9;9;144;multinomial
glass;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793888888888889;test;1.06108128333333;5;200;410;9;9;144;multinomial
australian;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940106523706747;train;1.57523798;13;296;618;13;14;483;binomial
australian;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935902255639098;test;1.57523798;13;296;618;13;14;483;binomial
phoneme;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125202331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963543678358493;train;2.33731674833333;3;160;326;5;5;3783;binomial
phoneme;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125202331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946844152508165;test;2.33731674833333;3;160;326;5;5;3783;binomial
712_chscase_geyser1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472799129048832;train;0.5986123;3;160;326;2;2;156;continuous
712_chscase_geyser1;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430886705306328;test;0.5986123;3;160;326;2;2;156;continuous
1030_ERA;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750021187163362;train;0.101753593333333;3;20;128;4;4;700;continuous
1030_ERA;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757869120754981;test;0.101753593333333;3;20;128;4;4;700;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788527038224175;train;0.83742703;3;160;326;25;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.884073625768503;test;0.83742703;3;160;326;25;25;175;continuous
573_cpu_act;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.182331658824353;train;2.22134619833333;3;32;146;16;16;5735;continuous
573_cpu_act;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.185612431458818;test;2.22134619833333;3;32;146;16;16;5735;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.531326821126037;train;1.37681126333333;5;20;214;9;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.589382114704626;test;1.37681126333333;5;20;214;9;10;350;continuous
230_machine_cpu;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.224277387291248;train;0.283362778333333;7;30;334;6;6;147;continuous
230_machine_cpu;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.281796621725897;test;0.283362778333333;7;30;334;6;6;147;continuous
mnist;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99574661092845;train;150.361045615;0;100;200;580;582;49000;multinomial
mnist;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992540598991982;test;150.361045615;0;100;200;580;582;49000;multinomial
588_fri_c4_1000_100;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841770043910655;train;0.899415201666667;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815432478598302;test;0.899415201666667;3;160;326;5;100;700;continuous
564_fried;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480682651548234;train;0.431711258316667;6;50;292;8;10;28538;continuous
564_fried;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484185820278413;test;0.431711258316667;6;50;292;8;10;28538;continuous
auto;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125145333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913935884822248;train;5.35925733;7;21;264;17;21;142;multinomial
auto;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125145333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873067677663951;test;5.35925733;7;21;264;17;21;142;multinomial
1196_BNG_pharynx;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667089575838487;train;33.5363730283333;2;140;284;6;10;700000;continuous
1196_BNG_pharynx;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668161195997847;test;33.5363730283333;2;140;284;6;10;700000;continuous
haberman;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797192071731949;train;1.943445645;11;320;662;2;3;215;binomial
haberman;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.667130144605117;test;1.943445645;11;320;662;2;3;215;binomial
615_fri_c4_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227976307703145;train;1.85442768166667;11;288;598;3;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.474843938389854;test;1.85442768166667;11;288;598;3;9;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285902666134629;train;2.49693541833333;13;360;746;21;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507822518942236;test;2.49693541833333;13;360;746;21;25;175;continuous
1030_ERA;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125100436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74530363916645;train;0.350216381666667;9;20;346;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125100436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791369259108051;test;0.350216381666667;9;20;346;4;4;700;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125190830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206410691153176;train;2.95389199833333;9;280;578;5;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125190830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328110430494189;test;2.95389199833333;9;280;578;5;50;350;continuous
601_fri_c1_250_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125202022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220698298228035;train;2.61079094666667;17;408;850;4;5;175;continuous
601_fri_c1_250_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125202022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366661155445707;test;2.61079094666667;17;408;850;4;5;175;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241385501570211;train;4.05829551166667;13;340;706;10;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401653155309258;test;4.05829551166667;13;340;706;10;25;350;continuous
344_mv;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452357266151731;train;1.99017795166667;5;18;192;9;9;28538;continuous
344_mv;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454367276255099;test;1.99017795166667;5;18;192;9;9;28538;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.122717781934597;train;1.32549622666667;8;260;536;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.154149118592495;test;1.32549622666667;8;260;536;4;4;227;continuous
analcatdata_authorship;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999807307087549;train;1.01396160165;3;160;326;64;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999564525835228;test;1.01396160165;3;160;326;64;70;589;multinomial
titanic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752702887772143;train;0.57419762;10;28;416;7;7;1545;binomial
titanic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765405347707744;test;0.57419762;10;28;416;7;7;1545;binomial
heart_h;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939997986509614;train;0.89778529835;5;200;410;12;12;206;binomial
heart_h;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928696668614845;test;0.89778529835;5;200;410;12;12;206;binomial
german;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821344459628413;train;6.07951875333333;17;20;620;11;20;700;binomial
german;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758293838862559;test;6.07951875333333;17;20;620;11;20;700;binomial
230_machine_cpu;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.263952720793302;train;0.509373816666667;5;12;136;6;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.293639443265135;test;0.509373816666667;5;12;136;6;6;147;continuous
595_fri_c0_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478988806891591;train;1.00192200666667;3;160;326;10;10;700;continuous
595_fri_c0_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518558280317791;test;1.00192200666667;3;160;326;10;10;700;continuous
titanic;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81754213412584;train;0.502807108333333;10;28;388;6;7;1545;binomial
titanic;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792179144385027;test;0.502807108333333;10;28;388;6;7;1545;binomial
wine_recognition;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999848484848485;train;0.586549966666667;3;160;326;13;13;125;multinomial
wine_recognition;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994517543859649;test;0.586549966666667;3;160;326;13;13;125;multinomial
bupa;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724738675958188;train;0.464654028333333;6;5;66;5;5;242;binomial
bupa;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.650266971777269;test;0.464654028333333;6;5;66;5;5;242;binomial
604_fri_c4_500_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855744474528973;train;1.997570755;9;264;546;5;10;350;continuous
604_fri_c4_500_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83739955112582;test;1.997570755;9;264;546;5;10;350;continuous
537_houses;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60818686996143;train;1.07410785333333;3;10;72;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.596757505982047;test;1.07410785333333;3;10;72;5;5;14448;continuous
617_fri_c3_500_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125113752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224241069273778;train;1.69235706001667;9;248;514;5;5;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125113752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308664857222301;test;1.69235706001667;9;248;514;5;5;350;continuous
dis;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987252079334613;train;1.99865575;3;160;326;2;25;2641;binomial
dis;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898639232723994;test;1.99865575;3;160;326;2;25;2641;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90625;train;0.55409847;10;28;460;6;7;68;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880952380952381;test;0.55409847;10;28;460;6;7;68;binomial
confidence;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940586419753086;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937037037037037;test;;-Inf;-Inf;;1;1;51;multinomial
613_fri_c3_250_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257331442140813;train;0.585517981666667;3;160;326;5;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449771951357959;test;0.585517981666667;3;160;326;5;5;175;continuous
cloud;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.630747955747956;train;1.26166974333333;5;200;410;5;5;76;multinomial
cloud;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.465628507295174;test;1.26166974333333;5;200;410;5;5;76;multinomial
australian;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.926119584476948;train;0.394599661666667;6;52;292;6;13;483;binomial
australian;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932654216185625;test;0.394599661666667;6;52;292;6;13;483;binomial
labor;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978666666666667;train;0.792340341666667;11;64;502;3;16;40;binomial
labor;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883333333333333;test;0.792340341666667;11;64;502;3;16;40;binomial
calendarDOW;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893540401562305;train;1.508973595;6;220;452;14;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85575495951084;test;1.508973595;6;220;452;14;14;280;multinomial
712_chscase_geyser1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469247699033784;train;0.06842065;3;10;80;2;2;156;continuous
712_chscase_geyser1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.519495355293237;test;0.06842065;3;10;80;2;2;156;continuous
645_fri_c3_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204491115317183;train;2.18745676666667;14;326;680;4;50;350;continuous
645_fri_c3_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338433319482296;test;2.18745676666667;14;326;680;4;50;350;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77462306833131;train;0.243156085;6;8;108;3;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.918604795639032;test;0.243156085;6;8;108;3;4;70;continuous
analcatdata_asbestos;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125190738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961494252873563;train;0.65140485;3;160;326;3;3;59;binomial
analcatdata_asbestos;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125190738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.77734375;test;0.65140485;3;160;326;3;3;59;binomial
1191_BNG_pbc;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786428956352465;train;401.652423318333;0;100;200;18;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.788150185200303;test;401.652423318333;0;100;200;18;18;700000;continuous
1193_BNG_lowbwt;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126095707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613064604375799;train;4.71588717;10;220;460;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126095707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613036841850175;test;4.71588717;10;220;460;9;9;21773;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.249571452381827;train;0.212221781666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319807833131538;test;0.212221781666667;3;6;48;3;3;333;continuous
heart_c;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907230196703881;train;0.855647580016667;5;200;410;8;13;213;binomial
heart_c;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965309200603318;test;0.855647580016667;5;200;410;8;13;213;binomial
621_fri_c0_100_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48404212192245;train;0.376750648333333;8;50;386;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.678228718000967;test;0.376750648333333;8;50;386;10;10;70;continuous
glass;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992412398921833;train;0.66268397;3;160;326;9;9;144;multinomial
glass;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908902691511387;test;0.66268397;3;160;326;9;9;144;multinomial
1199_BNG_echoMonths;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.712795705384338;train;0.656463006666667;3;18;124;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.706884311261121;test;0.656463006666667;3;18;124;9;9;12248;continuous
mfeat_fourier;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982032828643904;train;40.41877739835;3;60;138;27;76;1400;multinomial
mfeat_fourier;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975702223640621;test;40.41877739835;3;60;138;27;76;1400;multinomial
tokyo1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978590032654331;train;0.724361591666667;10;84;460;21;21;672;binomial
tokyo1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980893682588598;test;0.724361591666667;10;84;460;21;21;672;binomial
604_fri_c4_500_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126103707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847304412194439;train;0.129977501666667;3;50;166;5;10;350;continuous
604_fri_c4_500_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126103707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791692885138905;test;0.129977501666667;3;50;166;5;10;350;continuous
diabetes;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879166985682567;train;0.694523153316667;3;160;326;7;8;538;binomial
diabetes;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829358249323826;test;0.694523153316667;3;160;326;7;8;538;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994886211512718;train;2.52124938833333;6;20;224;8;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991935483870968;test;2.52124938833333;6;20;224;8;20;399;binomial
626_fri_c2_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804724758070425;train;0.742746705;5;97;234;21;50;350;continuous
626_fri_c2_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863921692618431;test;0.742746705;5;97;234;21;50;350;continuous
522_pm10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125185542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825811778922922;train;1.26886733166667;6;220;452;7;7;350;continuous
522_pm10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125185542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857110320186282;test;1.26886733166667;6;220;452;7;7;350;continuous
prnn_crabs;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997128205128205;train;0.640852081666667;3;160;326;3;3;140;binomial
prnn_crabs;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995428571428571;test;0.640852081666667;3;160;326;3;3;140;binomial
twonorm;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999451997614788;train;4.92951155333333;3;160;326;20;20;5180;binomial
twonorm;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997392965063946;test;4.92951155333333;3;160;326;20;20;5180;binomial
coil2000;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725535771180442;train;6.78062872;14;236;500;2;59;6876;binomial
coil2000;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680105501883249;test;6.78062872;14;236;500;2;59;6876;binomial
646_fri_c3_500_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8090144870519;train;0.50504515;10;50;460;5;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786928094073533;test;0.50504515;10;50;460;5;10;350;continuous
crx;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914207383089442;train;0.347372056666667;6;50;292;5;13;483;binomial
crx;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912516382699869;test;0.347372056666667;6;50;292;5;13;483;binomial
wine_quality_white;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.648008804646976;train;6.8278354;11;320;662;2;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.611547044395183;test;6.8278354;11;320;662;2;11;3429;multinomial
604_fri_c4_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849833484262077;train;0.793316985;3;160;326;10;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864208174115251;test;0.793316985;3;160;326;10;10;350;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.381984195991926;train;0.288259596666667;13;10;262;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491970636358931;test;0.288259596666667;13;10;262;1;2;33;continuous
vowel;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998989576335957;train;1.247232675;3;160;326;8;13;693;multinomial
vowel;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987779052137879;test;1.247232675;3;160;326;8;13;693;multinomial
1096_FacultySalaries;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.360227755670415;train;0.145355763333333;7;10;154;1;2;35;continuous
1096_FacultySalaries;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430677353891912;test;0.145355763333333;7;10;154;1;2;35;continuous
allbp;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993553770922978;train;2.35798821833333;6;220;452;2;25;2641;multinomial
allbp;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991089783122623;test;2.35798821833333;6;220;452;2;25;2641;multinomial
clean2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974178483322084;train;0.491227703333333;3;80;166;101;102;4619;binomial
clean2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971822935803651;test;0.491227703333333;3;80;166;101;102;4619;binomial
590_fri_c0_1000_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245524398412879;train;6.82141082666667;17;436;906;11;50;700;continuous
590_fri_c0_1000_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400939409449834;test;6.82141082666667;17;436;906;11;50;700;continuous
allhypo;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837619667351148;train;17.41596211;5;25;216;7;25;2639;multinomial
allhypo;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859969470745116;test;17.41596211;5;25;216;7;25;2639;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.795322237465095;train;6.57805917166667;7;11;162;4;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.741181111229655;test;6.57805917166667;7;11;162;4;11;1120;multinomial
cars;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999818445896877;train;0.765851725;3;160;326;1;7;275;multinomial
cars;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.765851725;3;160;326;1;7;275;multinomial
shuttle;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999714430112306;train;30.72408311;6;220;452;7;8;40600;multinomial
shuttle;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999906328235069;test;30.72408311;6;220;452;7;8;40600;multinomial
allbp;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97567948749244;train;30.269293205;6;25;256;24;25;2641;multinomial
allbp;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972452295766249;test;30.269293205;6;25;256;24;25;2641;multinomial
611_fri_c3_100_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.249643243919563;train;2.66251829666667;19;427;892;3;4;70;continuous
611_fri_c3_100_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.514091181088116;test;2.66251829666667;19;427;892;3;4;70;continuous
analcatdata_happiness;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817460317460317;train;0.0731761266666667;6;3;42;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.534722222222222;test;0.0731761266666667;6;3;42;1;3;42;multinomial
1201_BNG_breastTumor;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915835711746271;train;8.59274287333333;6;220;452;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914301245479093;test;8.59274287333333;6;220;452;9;9;81648;continuous
sonar;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885821596244132;train;7.92759364166667;20;60;852;46;60;146;binomial
sonar;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887820512820513;test;7.92759364166667;20;60;852;46;60;146;binomial
579_fri_c0_250_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398022667941478;train;0.601977923333333;3;160;326;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479329028820986;test;0.601977923333333;3;160;326;5;5;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126091530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832549538048353;train;2.13121597166667;11;18;410;5;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126091530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86223386959687;test;2.13121597166667;11;18;410;5;9;175;continuous
626_fri_c2_500_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31549848790816;train;0.9685006;3;160;326;2;50;350;continuous
626_fri_c2_500_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.440101225007316;test;0.9685006;3;160;326;2;50;350;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447876944491394;train;0.172274066666667;3;90;186;18;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.492516233975794;test;0.172274066666667;3;90;186;18;25;175;continuous
vehicle;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94126438126188;train;1.58885213666667;6;204;420;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933085266111275;test;1.58885213666667;6;204;420;13;13;593;multinomial
574_house_16H;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.584771408141775;train;1.99164629;3;160;326;15;15;15949;continuous
574_house_16H;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564534945076568;test;1.99164629;3;160;326;15;15;15949;continuous
574_house_16H;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322609261801373;train;25.1801452766667;20;424;888;14;15;15949;continuous
574_house_16H;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396344929258349;test;25.1801452766667;20;424;888;14;15;15949;continuous
australian;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928270556290469;train;0.31479778;5;52;250;7;13;483;binomial
australian;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929323308270677;test;0.31479778;5;52;250;7;13;483;binomial
mfeat_factors;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999857126350439;train;2.99931110666667;3;160;326;136;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999406678500563;test;2.99931110666667;3;160;326;136;136;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986420026613044;train;2.79402888166667;3;160;326;33;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978090903638549;test;2.79402888166667;3;160;326;33;33;1400;multinomial
wine_quality_red;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781783489536521;train;0.180000965;5;11;110;4;11;1120;multinomial
wine_quality_red;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.672970973379857;test;0.180000965;5;11;110;4;11;1120;multinomial
collins;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.12439344166667;10;20;402;8;20;340;multinomial
collins;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978756084993145;test;1.12439344166667;10;20;402;8;20;340;multinomial
satimage;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125184017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988457982939298;train;3.50180729166667;6;220;452;23;25;4505;multinomial
satimage;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125184017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983418394581067;test;3.50180729166667;6;220;452;23;25;4505;multinomial
cleveland;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656784722222222;train;1.70913120165;6;220;452;2;13;213;multinomial
cleveland;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.703019598155468;test;1.70913120165;6;220;452;2;13;213;multinomial
hungarian;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915701617110068;train;1.06432634;13;48;586;3;12;206;binomial
hungarian;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860646900269542;test;1.06432634;13;48;586;3;12;206;binomial
643_fri_c2_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886776741134385;train;2.12670176666667;9;280;578;4;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.884202683450899;test;2.12670176666667;9;280;578;4;25;350;continuous
texture;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997372085448959;train;3.30764352666667;3;160;326;11;12;3850;multinomial
texture;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995706000223815;test;3.30764352666667;3;160;326;11;12;3850;multinomial
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.39542721022894;train;0.56421895;7;170;354;42;71;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.380338658872234;test;0.56421895;7;170;354;42;71;742;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357393423359623;train;0.602338081666667;9;125;438;25;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829843271788801;test;0.602338081666667;9;125;438;25;25;70;continuous
503_wind;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.407056694706505;train;12.8592570533333;6;220;452;13;14;4602;continuous
503_wind;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466114370059777;test;12.8592570533333;6;220;452;13;14;4602;continuous
1595_poker;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816487229591616;train;2.19601828166667;3;50;166;8;10;717507;continuous
1595_poker;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814228014857247;test;2.19601828166667;3;50;166;8;10;717507;continuous
542_pollution;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.688874880980095;train;0.688573603333333;11;18;388;3;9;42;continuous
542_pollution;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.72945511102115;test;0.688573603333333;11;18;388;3;9;42;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84446609708615;train;0.258996681666667;3;90;186;8;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824494260512412;test;0.258996681666667;3;90;186;8;50;700;continuous
hypothyroid;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952789642988978;train;4.51842059333333;6;20;214;19;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940447128356675;test;4.51842059333333;6;20;214;19;20;2215;binomial
analcatdata_aids;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.134066393333333;6;3;42;0;3;35;binomial
analcatdata_aids;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.134066393333333;6;3;42;0;3;35;binomial
ecoli;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981515888952241;train;1.21277560166667;5;6;68;5;6;229;multinomial
ecoli;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960588345118906;test;1.21277560166667;5;6;68;5;6;229;multinomial
heart_h;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972918554313903;train;0.74640878;3;160;326;11;12;206;binomial
heart_h;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879310344827586;test;0.74640878;3;160;326;11;12;206;binomial
1191_BNG_pbc;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807981866641673;train;31.2791716183333;1;120;242;6;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809862441066299;test;31.2791716183333;1;120;242;6;18;700000;continuous
218_house_8L;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474423424632016;train;3.95465540166667;20;244;528;8;8;15949;continuous
218_house_8L;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463016719222812;test;3.95465540166667;20;244;528;8;8;15949;continuous
dermatology;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97962516023525;train;0.537433144983333;9;25;320;6;25;257;multinomial
dermatology;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921454448671028;test;0.537433144983333;9;25;320;6;25;257;multinomial
644_fri_c4_250_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.886003525787548;train;0.168100673333333;3;82;186;5;25;175;continuous
644_fri_c4_250_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864929996940303;test;0.168100673333333;3;82;186;5;25;175;continuous
credit_g;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803539669038045;train;1.84362486333333;10;300;620;13;20;700;binomial
credit_g;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786020583190395;test;1.84362486333333;10;300;620;13;20;700;binomial
201_pol;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.686569741524501;train;3.99342972166667;5;42;226;4;25;10500;continuous
201_pol;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.68228774782644;test;3.99342972166667;5;42;226;4;25;10500;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496623700880692;train;1.32269260166667;6;204;420;23;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540045862685956;test;1.32269260166667;6;204;420;23;25;350;continuous
prnn_fglass;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912675014697237;train;0.116853623333333;5;9;100;4;9;144;multinomial
prnn_fglass;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855154220779221;test;0.116853623333333;5;9;100;4;9;144;multinomial
dermatology;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992385553255119;train;1.05414092333333;3;160;326;12;25;257;multinomial
dermatology;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982567744146692;test;1.05414092333333;3;160;326;12;25;257;multinomial
634_fri_c2_100_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.295713754054159;train;2.16074644166667;11;320;662;3;10;70;continuous
634_fri_c2_100_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.583587613777289;test;2.16074644166667;11;320;662;3;10;70;continuous
560_bodyfat;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0120814923798847;train;0.146366365;3;64;186;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0118191291912029;test;0.146366365;3;64;186;1;13;177;continuous
647_fri_c1_250_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816404456273362;train;2.51176430666667;20;337;714;6;10;175;continuous
647_fri_c1_250_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.909261067363033;test;2.51176430666667;20;337;714;6;10;175;continuous
auto;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966472949604743;train;0.55794124;10;21;384;16;21;142;multinomial
auto;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825113378684807;test;0.55794124;10;21;384;16;21;142;multinomial
heart_h;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935626738078072;train;0.696060888333333;3;160;326;10;12;206;binomial
heart_h;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94931129476584;test;0.696060888333333;3;160;326;10;12;206;binomial
547_no2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.640211570963962;train;0.158144331666667;3;35;166;7;7;350;continuous
547_no2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.665480115273111;test;0.158144331666667;3;35;166;7;7;350;continuous
wine_recognition;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0754962966666667;3;13;88;10;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998611111111111;test;0.0754962966666667;3;13;88;10;13;125;multinomial
twonorm;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99792630836376;train;0.293045381666667;3;57;166;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997474696228928;test;0.293045381666667;3;57;166;20;20;5180;binomial
1191_BNG_pbc;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794892041280161;train;7.86562992833333;12;90;554;18;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794364477129606;test;7.86562992833333;12;90;554;18;18;700000;continuous
Hill_Valley_with_noise;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.804892197353228;train;2.95596598333333;10;300;620;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.488368910782704;test;2.95596598333333;10;300;620;1;1;849;binomial
650_fri_c0_500_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450843649216301;train;1.25589556165;6;204;420;39;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479987073293087;test;1.25589556165;6;204;420;39;50;350;continuous
segmentation;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996660408728238;train;8.60688492833333;3;13;88;5;13;1617;multinomial
segmentation;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124200937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997501395743259;test;8.60688492833333;3;13;88;5;13;1617;multinomial
659_sleuth_ex1714;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.310100405002023;train;0.853312058333333;3;160;326;1;1;33;continuous
659_sleuth_ex1714;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471409149663359;test;0.853312058333333;3;160;326;1;1;33;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.649754195415495;train;2.42104754501667;20;438;916;1;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.704965818482365;test;2.42104754501667;20;438;916;1;6;103;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785051996619447;train;1.190205875;5;200;410;8;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845350793303531;test;1.190205875;5;200;410;8;9;350;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.229991486466893;train;0.34375478;5;6;72;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.246569729440288;test;0.34375478;5;6;72;3;3;333;continuous
banana;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985730055231486;train;4.22441232;6;204;420;2;2;3710;binomial
banana;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964839948783611;test;4.22441232;6;204;420;2;2;3710;binomial
wine_recognition;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.66347845;3;160;326;5;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995959595959596;test;0.66347845;3;160;326;5;13;125;multinomial
agaricus_lepiota;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.332758688333333;3;48;102;10;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.332758688333333;3;48;102;10;20;5702;binomial
horse_colic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921472392638037;train;0.640197676666667;8;82;384;9;22;258;binomial
horse_colic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.856839872746554;test;0.640197676666667;8;82;384;9;22;258;binomial
658_fri_c3_250_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80960939226795;train;1.32511255668333;6;220;452;16;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.909351153943307;test;1.32511255668333;6;220;452;16;25;175;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457792728834828;train;0.549877965;3;160;326;5;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.710548954559765;test;0.549877965;3;160;326;5;6;66;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806298203807778;train;1.7810072;6;220;452;9;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.925049582979359;test;1.7810072;6;220;452;9;9;175;continuous
659_sleuth_ex1714;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125204656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362288440530852;train;0.636243975;3;160;326;1;1;33;continuous
659_sleuth_ex1714;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125204656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293326857128724;test;0.636243975;3;160;326;1;1;33;continuous
mfeat_fourier;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97542450484996;train;4.41646981666667;7;240;494;24;76;1400;multinomial
mfeat_fourier;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975487994830359;test;4.41646981666667;7;240;494;24;76;1400;multinomial
626_fri_c2_500_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800575805392125;train;1.30189818166667;6;220;452;19;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.885144526908779;test;1.30189818166667;6;220;452;19;50;350;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.617674609292293;train;2.12560100666667;12;340;704;4;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.687359133625507;test;2.12560100666667;12;340;704;4;5;44;continuous
cleve;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948897973693566;train;1.92053806;9;13;218;12;13;213;binomial
cleve;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901941264310602;test;1.92053806;9;13;218;12;13;213;binomial
529_pollen;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430844556603341;train;0.281252498333333;8;20;346;4;4;2694;continuous
529_pollen;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.450154800521956;test;0.281252498333333;8;20;346;4;4;2694;continuous
dermatology;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992126511755214;train;1.22141802833333;3;160;326;15;26;257;multinomial
dermatology;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972157827816743;test;1.22141802833333;3;160;326;15;26;257;multinomial
optdigits;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999204226103718;train;1.51043631166667;5;57;222;36;61;3934;multinomial
optdigits;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992822241546546;test;1.51043631166667;5;57;222;36;61;3934;multinomial
618_fri_c3_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201287111356003;train;1.340143645;3;160;326;10;50;700;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311732984330417;test;1.340143645;3;160;326;10;50;700;continuous
prnn_crabs;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998979383547663;train;0.123730565;3;3;24;3;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99888765294772;test;0.123730565;3;3;24;3;3;140;binomial
599_fri_c2_1000_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809538349510064;train;0.220281186666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80768900373173;test;0.220281186666667;3;10;72;5;5;700;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.51692247811065;train;1.46968948166667;6;220;452;6;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516640312341092;test;1.46968948166667;6;220;452;6;6;66;continuous
diabetes;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125150339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831178193286776;train;1.32094613333333;8;260;536;8;8;538;binomial
diabetes;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125150339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855397849462366;test;1.32094613333333;8;260;536;8;8;538;binomial
210_cloud;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333331232699232;train;0.65344143;3;160;326;2;5;76;continuous
210_cloud;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376877049898293;test;0.65344143;3;160;326;2;5;76;continuous
mfeat_zernike;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988063408074222;train;32.2970523883333;3;32;128;30;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97705995889623;test;32.2970523883333;3;32;128;30;32;1400;multinomial
optdigits;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124180625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99960140860375;train;7.72778294333333;3;160;326;59;59;3934;multinomial
optdigits;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124180625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999235057962953;test;7.72778294333333;3;160;326;59;59;3934;multinomial
analcatdata_germangss;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817627901731163;train;1.42688856833333;7;240;494;4;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.745979558076332;test;1.42688856833333;7;240;494;4;5;280;multinomial
fars;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770750186161659;train;41.515867425;0;100;200;5;21;70678;multinomial
fars;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824206595130081;test;41.515867425;0;100;200;5;21;70678;multinomial
611_fri_c3_100_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776638725508391;train;1.60594350001667;6;220;452;4;4;70;continuous
611_fri_c3_100_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.907714919537753;test;1.60594350001667;6;220;452;4;4;70;continuous
624_fri_c0_100_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505578338007938;train;0.114769051666667;3;25;166;5;5;70;continuous
624_fri_c0_100_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523020772958159;test;0.114769051666667;3;25;166;5;5;70;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822987314099817;train;0.289886171666667;7;25;324;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812115154890348;test;0.289886171666667;7;25;324;5;5;350;continuous
letter;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980966933951534;train;2.40812134833333;3;16;104;16;16;14000;multinomial
letter;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980991863367806;test;2.40812134833333;3;16;104;16;16;14000;multinomial
1595_poker;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816327775738321;train;4.27998227;6;50;292;5;10;717507;continuous
1595_poker;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814976622314967;test;4.27998227;6;50;292;5;10;717507;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79168853055306;train;0.326856108333333;7;50;334;9;10;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807025390096051;test;0.326856108333333;7;50;334;9;10;700;continuous
225_puma8NH;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125093610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468245845693483;train;11.716198475;10;268;556;7;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125093610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525874968961144;test;11.716198475;10;268;556;7;8;5735;continuous
german;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805221992847382;train;1.87016920001667;8;260;536;17;20;700;binomial
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573_cpu_act;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.382211168470752;train;2.75854614833333;7;224;462;13;16;5735;continuous
573_cpu_act;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.379275247516884;test;2.75854614833333;7;224;462;13;16;5735;continuous
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434376041890912;train;2.13011417333333;6;131;276;31;70;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446535730665524;test;2.13011417333333;6;131;276;31;70;742;continuous
195_auto_price;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353393591365221;train;1.67485160166667;9;20;378;10;10;112;continuous
195_auto_price;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.283811740115103;test;1.67485160166667;9;20;378;10;10;112;continuous
iris;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999481999481999;train;0.120304738333333;3;3;24;2;3;105;multinomial
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crx;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96070093947543;train;0.79900603165;3;160;326;12;14;483;binomial
crx;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931473506833926;test;0.79900603165;3;160;326;12;14;483;binomial
228_elusage;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.344093926427356;train;0.0384360816666667;3;5;40;1;1;39;continuous
228_elusage;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455900744616554;test;0.0384360816666667;3;5;40;1;1;39;continuous
519_vinnie;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481094713649256;train;0.283000943333333;5;4;48;1;2;266;continuous
519_vinnie;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466865548960749;test;0.283000943333333;5;4;48;1;2;266;continuous
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976973684210526;train;0.144563125;7;3;48;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;0.144563125;7;3;48;3;3;35;binomial
647_fri_c1_250_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124192124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75406473874302;train;0.130714683333333;3;50;166;10;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124192124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916492396966684;test;0.130714683333333;3;50;166;10;10;175;continuous
230_machine_cpu;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147691049814353;train;0.640483746666667;3;160;326;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199735485639101;test;0.640483746666667;3;160;326;6;6;147;continuous
australian;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938975144468426;train;2.45092822333333;20;386;812;12;14;483;binomial
australian;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930169172932331;test;2.45092822333333;20;386;812;12;14;483;binomial
ring;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988771619228183;train;4.253323825;3;160;326;19;20;5180;binomial
ring;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985123609780904;test;4.253323825;3;160;326;19;20;5180;binomial
mfeat_factors;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.75004340666667;5;105;222;115;131;1400;multinomial
mfeat_factors;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993017663628043;test;1.75004340666667;5;105;222;115;131;1400;multinomial
breast_w;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.69284286;10;36;452;7;9;490;binomial
breast_w;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975060827250608;test;0.69284286;10;36;452;7;9;490;binomial
505_tecator;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0915011952600204;train;0.171897095;3;87;186;14;18;168;continuous
505_tecator;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.110837481690104;test;0.171897095;3;87;186;14;18;168;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.223638339193161;train;0.255229663333333;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566012890355346;test;0.255229663333333;3;6;48;0;3;333;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843003753067831;train;0.850025641666667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812842205696157;test;0.850025641666667;3;160;326;5;5;700;continuous
197_cpu_act;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125111155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.327866362530316;train;0.410865946666667;7;85;344;4;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125111155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.346618188025045;test;0.410865946666667;7;85;344;4;17;5735;continuous
1196_BNG_pharynx;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656952789288812;train;4.828115995;7;50;334;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658111522389385;test;4.828115995;7;50;334;10;10;700000;continuous
hungarian;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942527551756103;train;1.54732333498333;9;12;214;9;12;206;binomial
hungarian;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801101928374656;test;1.54732333498333;9;12;214;9;12;206;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125152153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972955974842767;train;0.565075866666667;3;160;326;3;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125152153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880555555555556;test;0.565075866666667;3;160;326;3;7;68;binomial
breast;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990506329113924;train;0.177634;3;36;154;4;9;490;binomial
breast;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984969518604162;test;0.177634;3;36;154;4;9;490;binomial
mfeat_factors;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999909832534822;train;2.444266815;3;160;326;135;135;1400;multinomial
mfeat_factors;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998965245117826;test;2.444266815;3;160;326;135;135;1400;multinomial
heart_h;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917486512218343;train;0.979097508333333;15;48;670;4;12;206;binomial
heart_h;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911234764175941;test;0.979097508333333;15;48;670;4;12;206;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861689814814815;train;0.571079861666667;3;160;326;2;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907142857142857;test;0.571079861666667;3;160;326;2;3;59;binomial
626_fri_c2_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229042077649557;train;2.84060487333333;9;280;578;3;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432224610122826;test;2.84060487333333;9;280;578;3;50;350;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.413599233586052;train;0.693783855;13;206;446;25;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608527869820965;test;0.693783855;13;206;446;25;50;175;continuous
687_sleuth_ex1605;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.609869442402855;train;0.901192505;5;200;410;3;5;44;continuous
687_sleuth_ex1605;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.695674950728819;test;0.901192505;5;200;410;3;5;44;continuous
581_fri_c3_500_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194920041474349;train;3.02615343333333;10;300;620;5;25;350;continuous
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labor;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.475331678333333;7;60;334;6;15;40;binomial
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glass;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125092429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.766154761904762;test;0.29114019;12;9;224;9;9;144;multinomial
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623_fri_c4_1000_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822109575971205;train;0.121175471666667;3;50;166;5;10;700;continuous
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595_fri_c0_1000_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475954804740576;train;1.15919839666667;5;20;212;9;10;700;continuous
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glass;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837777441077441;train;0.26110335;11;9;192;3;9;144;multinomial
glass;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75136217948718;test;0.26110335;11;9;192;3;9;144;multinomial
cars;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851367160480461;train;1.44007236333333;8;244;504;6;6;275;multinomial
cars;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831104887937109;test;1.44007236333333;8;244;504;6;6;275;multinomial
561_cpu;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.25834947230572;train;0.744736528333333;10;14;282;5;7;147;continuous
561_cpu;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.259985233413107;test;0.744736528333333;10;14;282;5;7;147;continuous
ring;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126102139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.768174656545357;train;1.41353487833333;3;160;326;20;20;5180;binomial
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594_fri_c2_100_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126095318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308293863172614;train;1.23742228;6;220;452;5;5;70;continuous
594_fri_c2_100_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126095318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.57682049010675;test;1.23742228;6;220;452;5;5;70;continuous
phoneme;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80567910138772;train;1.24430119333333;3;160;326;5;5;3783;binomial
phoneme;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792578296605301;test;1.24430119333333;3;160;326;5;5;3783;binomial
appendicitis;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881666666666667;train;0.105128941666667;3;4;30;2;4;75;binomial
appendicitis;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.656666666666667;test;0.105128941666667;3;4;30;2;4;75;binomial
1030_ERA;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758925330876004;train;0.499564646666667;6;8;108;4;4;700;continuous
1030_ERA;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.752990927999517;test;0.499564646666667;6;8;108;4;4;700;continuous
hungarian;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125204420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904863948968404;train;1.89158455166667;14;12;332;11;12;206;binomial
hungarian;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125204420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911353976927747;test;1.89158455166667;14;12;332;11;12;206;binomial
spambase;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986933728692485;train;4.18122583166667;3;48;136;52;55;3221;binomial
spambase;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977456699038434;test;4.18122583166667;3;48;136;52;55;3221;binomial
644_fri_c4_250_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806016800611907;train;1.36923334666667;6;220;452;16;25;175;continuous
644_fri_c4_250_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.911928557030963;test;1.36923334666667;6;220;452;16;25;175;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125103147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222166932820239;train;2.40947275833333;11;320;662;4;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125103147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338187921348466;test;2.40947275833333;11;320;662;4;10;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50096519150661;train;1.67168630165;6;220;452;16;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535995172835642;test;1.67168630165;6;220;452;16;25;350;continuous
649_fri_c0_500_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463651549287775;train;0.611794363333333;6;10;132;5;5;350;continuous
649_fri_c0_500_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.447793107417662;test;0.611794363333333;6;10;132;5;5;350;continuous
coil2000;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736144766611098;train;10.4567970716667;5;200;410;4;59;6876;binomial
coil2000;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.763988599762672;test;10.4567970716667;5;200;410;4;59;6876;binomial
659_sleuth_ex1714;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468792104371442;train;0.580181608333333;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.599365082546715;test;0.580181608333333;3;160;326;1;2;33;continuous
australian;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125181902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939846132277172;train;0.39202689;6;51;292;5;13;483;binomial
australian;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125181902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894731926022791;test;0.39202689;6;51;292;5;13;483;binomial
analcatdata_aids;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922697368421053;train;0.858488661666667;5;200;410;1;3;35;binomial
analcatdata_aids;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.564814814814815;test;0.858488661666667;5;200;410;1;3;35;binomial
599_fri_c2_1000_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816967408915299;train;0.164081433333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803688048781699;test;0.164081433333333;3;10;72;5;5;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842847637115043;train;1.931357315;8;260;536;17;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857391665941371;test;1.931357315;8;260;536;17;50;700;continuous
519_vinnie;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477055623654957;train;1.05982340333333;3;160;326;2;2;266;continuous
519_vinnie;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465338980546166;test;1.05982340333333;3;160;326;2;2;266;continuous
611_fri_c3_100_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125191233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311521598385772;train;1.98338785333333;11;320;662;4;4;70;continuous
611_fri_c3_100_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125191233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.550067298123137;test;1.98338785333333;11;320;662;4;4;70;continuous
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mfeat_karhunen;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995750731000037;test;2.50686474666667;3;160;326;63;64;1400;multinomial
605_fri_c2_250_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.730220073208631;train;1.233851235;5;200;410;19;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893281182515509;test;1.233851235;5;200;410;19;25;175;continuous
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vowel;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966375769402705;test;20.3596497716667;11;13;274;12;13;693;multinomial
658_fri_c3_250_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827417759271745;train;0.180464181666667;3;90;186;7;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842246914586607;test;0.180464181666667;3;90;186;7;25;175;continuous
confidence;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942857142857143;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925555555555556;test;;-Inf;-Inf;;1;1;51;multinomial
titanic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805047174276609;train;0.940889633333333;3;160;326;7;7;1545;binomial
titanic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824223085460599;test;0.940889633333333;3;160;326;7;7;1545;binomial
ann_thyroid;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125130724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999818051737225;train;2.77281898833333;3;160;326;12;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125130724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999052039539927;test;2.77281898833333;3;160;326;12;21;5040;multinomial
604_fri_c4_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842517449473002;train;0.821262193333333;3;160;326;8;10;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858372380445727;test;0.821262193333333;3;160;326;8;10;350;continuous
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1595_poker;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815031260426644;test;48.3284372216667;2;20;96;10;10;717507;continuous
german;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818997842244066;train;3.52255086333333;7;20;240;20;20;700;binomial
german;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784733242134063;test;3.52255086333333;7;20;240;20;20;700;binomial
calendarDOW;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.69724478359826;train;6.45621786831667;15;13;402;10;13;280;multinomial
calendarDOW;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.647804858934169;test;6.45621786831667;15;13;402;10;13;280;multinomial
haberman;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.745909090909091;train;0.247318698333333;8;3;54;3;3;215;binomial
haberman;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.665384615384615;test;0.247318698333333;8;3;54;3;3;215;binomial
spambase;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124192651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966043091011729;train;11.0398816533333;5;52;220;35;53;3221;binomial
spambase;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124192651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963616694692556;test;11.0398816533333;5;52;220;35;53;3221;binomial
spambase;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808270080435029;train;8.08449697166667;12;55;514;10;55;3221;binomial
spambase;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.782241125813905;test;8.08449697166667;12;55;514;10;55;3221;binomial
credit_g;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807897071872227;train;3.41497154835;12;20;438;9;20;700;binomial
credit_g;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775081894397868;test;3.41497154835;12;20;438;9;20;700;binomial
hungarian;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926343244653104;train;0.925577506666667;5;12;130;11;12;206;binomial
hungarian;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866307277628032;test;0.925577506666667;5;12;130;11;12;206;binomial
1196_BNG_pharynx;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.65654431864253;train;9.574175655;12;50;544;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658497879366997;test;9.574175655;12;50;544;10;10;700000;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436531938559792;train;0.880482566666667;3;72;150;49;72;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.426260190769705;test;0.880482566666667;3;72;150;49;72;742;continuous
crx;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905869450780839;train;2.82841323333333;13;14;324;4;14;483;binomial
crx;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908169934640523;test;2.82841323333333;13;14;324;4;14;483;binomial
599_fri_c2_1000_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798587505078874;train;1.652216555;6;220;452;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846335300387799;test;1.652216555;6;220;452;5;5;700;continuous
pima;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.872525659824047;train;1.11153703;5;200;410;5;8;538;binomial
pima;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817897165458141;test;1.11153703;5;200;410;5;8;538;binomial
analcatdata_aids;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.631578947368421;train;0.610401168333333;3;160;326;1;2;35;binomial
analcatdata_aids;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777777777777778;test;0.610401168333333;3;160;326;1;2;35;binomial
auto;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889752633436144;train;5.58611121333333;9;21;310;15;21;142;multinomial
auto;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.839032212885154;test;5.58611121333333;9;21;310;15;21;142;multinomial
616_fri_c4_500_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843035761237001;train;0.731189556666667;3;72;150;35;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852058093405948;test;0.731189556666667;3;72;150;35;49;350;continuous
pima;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8291664762253;train;1.631361675;16;8;264;7;8;538;binomial
pima;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850277570635513;test;1.631361675;16;8;264;7;8;538;binomial
644_fri_c4_250_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795635550666825;train;2.83624756666667;15;395;820;7;25;175;continuous
644_fri_c4_250_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812863979244698;test;2.83624756666667;15;395;820;7;25;175;continuous
574_house_16H;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580944584761476;train;0.662694525;9;75;428;14;15;15949;continuous
574_house_16H;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601431652534948;test;0.662694525;9;75;428;14;15;15949;continuous
heart_c;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940188410949165;train;2.49148408833333;20;409;858;13;13;213;binomial
heart_c;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924838227974116;test;2.49148408833333;20;409;858;13;13;213;binomial
shuttle;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125193728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87089232326098;train;30.7618303583333;4;180;368;5;8;40600;multinomial
shuttle;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125193728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874576271706429;test;30.7618303583333;4;180;368;5;8;40600;multinomial
wine_quality_red;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642352873986568;train;1.53148271833333;5;200;410;1;11;1120;multinomial
wine_quality_red;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.599740281270672;test;1.53148271833333;5;200;410;1;11;1120;multinomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.496751984898118;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535104767689037;test;;-Inf;-Inf;;1;1;849;binomial
satimage;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126091032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98187218945578;train;28.139778755;3;25;114;25;25;4505;multinomial
satimage;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126091032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976794098767795;test;28.139778755;3;25;114;25;25;4505;multinomial
tae;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.695556060261943;train;0.713771076666667;3;160;326;4;4;106;multinomial
tae;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780740740740741;test;0.713771076666667;3;160;326;4;4;106;multinomial
credit_g;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83957431178472;train;0.69009809;9;80;418;18;20;700;binomial
credit_g;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.733651372212693;test;0.69009809;9;80;418;18;20;700;binomial
605_fri_c2_250_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.69423010850456;train;1.43280839;7;224;462;23;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883345113899577;test;1.43280839;7;224;462;23;25;175;continuous
706_sleuth_case1202;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.638373248937889;train;0.201031068333333;5;30;260;1;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.558330260598689;test;0.201031068333333;5;30;260;1;6;66;continuous
churn;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952194557327727;train;7.777342005;14;333;694;15;15;3500;binomial
churn;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908983896788775;test;7.777342005;14;333;694;15;15;3500;binomial
596_fri_c2_250_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785374458767514;train;0.513433309983333;6;10;132;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871624787377001;test;0.513433309983333;6;10;132;5;5;175;continuous
lupus;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.0662704033333333;3;8;64;1;2;61;binomial
lupus;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793939393939394;test;0.0662704033333333;3;8;64;1;2;61;binomial
560_bodyfat;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0120814923798814;train;0.705195643333333;3;26;150;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0118191291911993;test;0.705195643333333;3;26;150;1;13;177;continuous
227_cpu_small;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.133438029789038;train;8.44761812333333;8;260;536;9;12;5735;continuous
227_cpu_small;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157401669107254;test;8.44761812333333;8;260;536;9;12;5735;continuous
new_thyroid;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999066796801425;train;0.342108966666667;3;5;36;2;5;151;multinomial
new_thyroid;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996650906225374;test;0.342108966666667;3;5;36;2;5;151;multinomial
649_fri_c0_500_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26342319247199;train;1.89908187333333;13;323;672;5;5;350;continuous
649_fri_c0_500_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397604373795967;test;1.89908187333333;13;323;672;5;5;350;continuous
207_autoPrice;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.348423033075815;train;1.11758134833333;5;200;410;11;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506807022047476;test;1.11758134833333;5;200;410;11;11;112;continuous
breast_w;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995760290512268;train;0.804741953333333;3;160;326;9;9;490;binomial
breast_w;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982461476074615;test;0.804741953333333;3;160;326;9;9;490;binomial
bupa;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.696521323127392;train;0.722032466666667;3;160;326;2;5;242;binomial
bupa;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.649886877828054;test;0.722032466666667;3;160;326;2;5;242;binomial
bupa;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.714769230769231;train;0.89553065;15;5;150;3;5;242;binomial
bupa;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.598793363499246;test;0.89553065;15;5;150;3;5;242;binomial
633_fri_c0_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126093907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220736168123096;train;2.42085917666667;13;360;746;14;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126093907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.562649334216082;test;2.42085917666667;13;360;746;14;25;350;continuous
579_fri_c0_250_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478133294590425;train;0.857498934983333;3;160;326;5;5;175;continuous
579_fri_c0_250_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515522316538952;test;0.857498934983333;3;160;326;5;5;175;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799991206918572;train;0.26144032;6;25;292;5;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838783254051979;test;0.26144032;6;25;292;5;5;70;continuous
profb;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668526739836396;train;0.952818305;16;36;704;3;9;471;binomial
profb;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.649566630552546;test;0.952818305;16;36;704;3;9;471;binomial
australian;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929349718025482;train;0.65279654665;3;160;326;11;13;483;binomial
australian;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931484962406015;test;0.65279654665;3;160;326;11;13;483;binomial
australian;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920779152500789;train;1.25313834;16;56;712;3;14;483;binomial
australian;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876050812628433;test;1.25313834;16;56;712;3;14;483;binomial
665_sleuth_case2002;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78385160996111;train;0.24435375;6;30;292;2;6;103;continuous
665_sleuth_case2002;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.695809015735313;test;0.24435375;6;30;292;2;6;103;continuous
cleveland;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124191612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.730027428412044;train;3.20690059333333;7;13;184;6;13;213;multinomial
cleveland;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124191612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.668408662900188;test;3.20690059333333;7;13;184;6;13;213;multinomial
601_fri_c1_250_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.189041311415666;train;1.44768016333333;9;264;546;5;5;175;continuous
601_fri_c1_250_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350258738277959;test;1.44768016333333;9;264;546;5;5;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792995752853193;train;0.982822055;3;50;150;11;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881052102685091;test;0.982822055;3;50;150;11;25;175;continuous
663_rabe_266;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.112083079810199;train;1.559523435;10;281;582;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.121982047167967;test;1.559523435;10;281;582;2;2;84;continuous
agaricus_lepiota;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.839608255;3;160;326;16;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.839608255;3;160;326;16;20;5702;binomial
1089_USCrime;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455207388243005;train;0.380361321666667;9;20;366;2;4;33;continuous
1089_USCrime;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.393449586116982;test;0.380361321666667;9;20;366;2;4;33;continuous
564_fried;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48765287000803;train;18.2702715933333;9;50;418;4;10;28538;continuous
564_fried;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488706969043555;test;18.2702715933333;9;50;418;4;10;28538;continuous
prnn_synth;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967712418300654;train;0.761043415;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96;test;0.761043415;3;160;326;2;2;175;binomial
643_fri_c2_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869984573965911;train;1.41968997666667;6;50;276;25;25;350;continuous
643_fri_c2_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.879755629214397;test;1.41968997666667;6;50;276;25;25;350;continuous
waveform_40;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969600288062566;train;2.51582485333333;7;224;462;30;40;3500;multinomial
waveform_40;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974371384791858;test;2.51582485333333;7;224;462;30;40;3500;multinomial
1096_FacultySalaries;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281287932002279;train;1.85914517333333;20;364;768;1;2;35;continuous
1096_FacultySalaries;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.694254622936734;test;1.85914517333333;20;364;768;1;2;35;continuous
564_fried;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256002728462478;train;38.07922097;3;160;326;8;10;28538;continuous
564_fried;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287807096717356;test;38.07922097;3;160;326;8;10;28538;continuous
titanic;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891007402289392;train;1.92677241;6;220;452;8;8;1545;binomial
titanic;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.805803571428571;test;1.92677241;6;220;452;8;8;1545;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.562057922584238;train;2.22598503333333;7;240;494;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.468368036361403;test;2.22598503333333;7;240;494;1;1;849;binomial
twonorm;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998835977826332;train;3.91266140166667;3;160;326;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997512298452737;test;3.91266140166667;3;160;326;20;20;5180;binomial
529_pollen;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.434576802763699;train;0.126901356666667;3;20;148;4;4;2694;continuous
529_pollen;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433627527885114;test;0.126901356666667;3;20;148;4;4;2694;continuous
auto;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902636294938124;train;0.672531551666667;11;21;424;10;21;142;multinomial
auto;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883369820562803;test;0.672531551666667;11;21;424;10;21;142;multinomial
crx;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912993748472043;train;1.00964089166667;5;13;140;4;13;483;binomial
crx;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924639580602883;test;1.00964089166667;5;13;140;4;13;483;binomial
optdigits;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124161441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999119304651027;train;1.56602289;5;56;222;41;60;3934;multinomial
optdigits;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124161441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99248277620725;test;1.56602289;5;56;222;41;60;3934;multinomial
heart_h;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941176470588235;train;0.720914011666667;3;160;326;8;12;206;binomial
heart_h;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859473684210526;test;0.720914011666667;3;160;326;8;12;206;binomial
ionosphere;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925201380897583;train;0.474982468333333;5;96;258;24;32;246;binomial
ionosphere;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873919874312647;test;0.474982468333333;5;96;258;24;32;246;binomial
backache;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124192243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.629372427983539;train;0.825506721666667;3;160;326;31;31;126;binomial
backache;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124192243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.658054711246201;test;0.825506721666667;3;160;326;31;31;126;binomial
letter;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981535942245685;train;63.01375045;1;16;42;16;16;14000;multinomial
letter;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980745815646379;test;63.01375045;1;16;42;16;16;14000;multinomial
vehicle;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855164409220865;train;0.307474971666667;9;13;228;12;13;593;multinomial
vehicle;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858929166072023;test;0.307474971666667;9;13;228;12;13;593;multinomial
609_fri_c0_1000_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460591921774772;train;0.301563275;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.527402416453338;test;0.301563275;3;10;72;5;5;700;continuous
profb;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846766692279694;train;2.19658959333333;8;260;536;9;9;471;binomial
profb;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.626262626262626;test;2.19658959333333;8;260;536;9;9;471;binomial
620_fri_c1_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828565135554986;train;0.790829701666667;3;49;146;12;25;700;continuous
620_fri_c1_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861753893743067;test;0.790829701666667;3;49;146;12;25;700;continuous
allhypo;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706385080460222;train;0.906613251666667;11;24;454;1;24;2639;multinomial
allhypo;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.721306352949004;test;0.906613251666667;11;24;454;1;24;2639;multinomial
glass2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999072356215213;train;2.31685658333333;14;339;706;9;9;115;binomial
glass2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950617283950617;test;2.31685658333333;14;339;706;9;9;115;binomial
574_house_16H;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47945320095745;train;12.4939661383333;16;30;684;15;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487189097368905;test;12.4939661383333;16;30;684;15;15;15949;continuous
1191_BNG_pbc;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780036464166744;train;6.10225915666667;8;90;386;18;18;700000;continuous
1191_BNG_pbc;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77926128780682;test;6.10225915666667;8;90;386;18;18;700000;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822071735006298;train;1.13210754333333;7;20;296;9;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84524308506408;test;1.13210754333333;7;20;296;9;10;350;continuous
706_sleuth_case1202;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.573470891294212;train;0.554678775;3;160;326;2;6;66;continuous
706_sleuth_case1202;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.707004813516357;test;0.554678775;3;160;326;2;6;66;continuous
192_vineyard;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.549496059933476;train;0.064537235;6;2;28;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845528536254433;test;0.064537235;6;2;28;1;1;37;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124191102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788857248304355;train;1.50163649166667;6;220;452;19;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124191102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.876979641059741;test;1.50163649166667;6;220;452;19;24;175;continuous
529_pollen;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430568364901223;train;0.0972484566666667;3;20;150;4;4;2694;continuous
529_pollen;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445589121118126;test;0.0972484566666667;3;20;150;4;4;2694;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826451122038189;train;0.197417008333333;3;90;186;4;25;350;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795303588994696;test;0.197417008333333;3;90;186;4;25;350;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217188452130643;train;0.567242481666667;3;160;326;4;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.67070110346289;test;0.567242481666667;3;160;326;4;4;70;continuous
615_fri_c4_250_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805597416108866;train;1.18035923166667;8;20;334;8;10;175;continuous
615_fri_c4_250_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82225517930881;test;1.18035923166667;8;20;334;8;10;175;continuous
mnist;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.562133172018401;train;37.0092883516667;0;5;10;10;651;49000;multinomial
mnist;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.564039943717295;test;37.0092883516667;0;5;10;10;651;49000;multinomial
biomed;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965991902834008;train;0.620553935;7;8;120;5;8;147;binomial
biomed;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937569676700111;test;0.620553935;7;8;120;5;8;147;binomial
credit_a;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940190390160859;train;0.571147593316667;9;56;418;10;14;483;binomial
credit_a;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906432748538012;test;0.571147593316667;9;56;418;10;14;483;binomial
wine_quality_white;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125194006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.657317430084776;train;2.013297915;3;11;68;1;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125194006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.587377689162276;test;2.013297915;3;11;68;1;11;3429;multinomial
credit_g;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808541088244555;train;2.22089441;11;320;662;12;20;700;binomial
credit_g;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.779468102826051;test;2.22089441;11;320;662;12;20;700;binomial
movement_libras;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980517746444917;train;2.709718335;5;200;410;16;22;252;multinomial
movement_libras;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94699948955051;test;2.709718335;5;200;410;16;22;252;multinomial
529_pollen;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446588388868003;train;1.39567773666667;5;184;378;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438044945119071;test;1.39567773666667;5;184;378;4;4;2694;continuous
505_tecator;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0946237983942676;train;0.195531103333333;3;84;186;3;18;168;continuous
505_tecator;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.102261846887634;test;0.195531103333333;3;84;186;3;18;168;continuous
backache;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822429906542056;train;2.18480402833333;10;268;556;27;31;126;binomial
backache;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75;test;2.18480402833333;10;268;556;27;31;126;binomial
228_elusage;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.518986320278591;train;0.0317992216666667;3;2;16;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.378398390353766;test;0.0317992216666667;3;2;16;1;1;39;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82424703525453;train;0.909035633333333;11;223;474;14;99;700;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844271523611723;test;0.909035633333333;11;223;474;14;99;700;continuous
210_cloud;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.219071228957271;train;0.364784358316667;5;10;112;3;5;76;continuous
210_cloud;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.292349100630213;test;0.364784358316667;5;10;112;3;5;76;continuous
bupa;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.728291316526611;train;0.422159803333333;11;20;364;5;5;242;binomial
bupa;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.639969488939741;test;0.422159803333333;11;20;364;5;5;242;binomial
confidence;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908333333333333;train;1.45159960833333;9;232;482;1;1;51;multinomial
confidence;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917777777777778;test;1.45159960833333;9;232;482;1;1;51;multinomial
cleveland;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804485655370271;train;0.377956353333333;10;13;270;10;13;213;multinomial
cleveland;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.675768389917696;test;0.377956353333333;10;13;270;10;13;213;multinomial
optdigits;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125182107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999714449722264;train;3.111241165;3;160;326;52;62;3934;multinomial
optdigits;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125182107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999197707120978;test;3.111241165;3;160;326;52;62;3934;multinomial
analcatdata_asbestos;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125193809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90610599078341;train;0.561896746666667;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125193809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866666666666667;test;0.561896746666667;3;160;326;3;3;59;binomial
594_fri_c2_100_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844384155886141;train;0.313025211666667;6;10;136;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.11254315322801;test;0.313025211666667;6;10;136;2;5;70;continuous
522_pm10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126102604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844772740826548;train;1.08683053166667;6;14;176;4;7;350;continuous
522_pm10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126102604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834782042918576;test;1.08683053166667;6;14;176;4;7;350;continuous
analcatdata_lawsuit;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.109275725;3;16;118;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983783783783784;test;0.109275725;3;16;118;2;4;185;binomial
prnn_synth;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927450980392157;train;0.151580106666667;8;8;144;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954285714285714;test;0.151580106666667;8;8;144;2;2;175;binomial
mfeat_fourier;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967239399334274;train;1.99019670666667;3;160;326;34;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955898718617672;test;1.99019670666667;3;160;326;34;76;1400;multinomial
tae;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885846771140889;train;1.72416287833333;8;260;536;5;5;106;multinomial
tae;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748148148148148;test;1.72416287833333;8;260;536;5;5;106;multinomial
churn;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125142540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859936145555761;train;5.50898191666667;8;15;242;6;15;3500;binomial
churn;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125142540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854756717501816;test;5.50898191666667;8;15;242;6;15;3500;binomial
diabetes;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843396370875125;train;0.32809414;3;8;56;8;8;538;binomial
diabetes;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842717810015573;test;0.32809414;3;8;56;8;8;538;binomial
609_fri_c0_1000_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124160255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475030690987997;train;0.830150791666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124160255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.494647601550335;test;0.830150791666667;3;160;326;5;5;700;continuous
wine_quality_red;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775080270448097;train;15.26252325;18;11;378;2;11;1120;multinomial
wine_quality_red;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.727518375772017;test;15.26252325;18;11;378;2;11;1120;multinomial
653_fri_c0_250_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321249464546258;train;2.64823375333333;11;288;598;15;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.474647902974974;test;2.64823375333333;11;288;598;15;25;175;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830788283841947;train;0.809604618333333;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.891867537767319;test;0.809604618333333;3;160;326;5;5;700;continuous
vehicle;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125184606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943042007332494;train;0.0982873533333333;3;13;82;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125184606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938785499926804;test;0.0982873533333333;3;13;82;13;13;593;multinomial
1030_ERA;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.736802826706996;train;1.01130418666667;10;8;172;4;4;700;continuous
1030_ERA;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784641462130321;test;1.01130418666667;10;8;172;4;4;700;continuous
twonorm;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998061849079468;train;1.03122625;3;160;326;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997222247032449;test;1.03122625;3;160;326;20;20;5180;binomial
mfeat_zernike;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991011164177481;train;0.39999269;3;32;138;32;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94081965727307;test;0.39999269;3;32;138;32;32;1400;multinomial
analcatdata_boxing1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124184712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.73474801061008;train;0.623358086666667;3;160;326;2;3;84;binomial
analcatdata_boxing1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124184712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71875;test;0.623358086666667;3;160;326;2;3;84;binomial
clean2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968115556172062;train;3.27740001833333;10;252;524;107;110;4619;binomial
clean2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961470741674637;test;3.27740001833333;10;252;524;107;110;4619;binomial
1193_BNG_lowbwt;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.620078381988248;train;8.09473434;9;18;240;8;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.618354642140949;test;8.09473434;9;18;240;8;9;21773;continuous
analcatdata_boxing1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644135802469136;train;0.0981771799833333;3;12;78;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.517361111111111;test;0.0981771799833333;3;12;78;1;3;84;binomial
vehicle;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950855982833045;train;1.89595366;6;220;452;13;13;593;multinomial
vehicle;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940716320716321;test;1.89595366;6;220;452;13;13;593;multinomial
clean1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.422618661666667;3;112;230;10;88;334;binomial
clean1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.422618661666667;3;112;230;10;88;334;binomial
564_fried;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247811176380426;train;28.8805487983333;10;268;556;9;10;28538;continuous
564_fried;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281640214826084;test;28.8805487983333;10;268;556;9;10;28538;continuous
phoneme;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967872491063052;train;3.06089915001667;3;160;326;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94111022713266;test;3.06089915001667;3;160;326;5;5;3783;binomial
yeast;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880081299528773;train;3.41017038333333;10;268;556;7;8;1036;multinomial
yeast;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85780027326956;test;3.41017038333333;10;268;556;7;8;1036;multinomial
519_vinnie;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491556835885648;train;0.296451278316667;6;4;56;1;2;266;continuous
519_vinnie;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.441465930824298;test;0.296451278316667;6;4;56;1;2;266;continuous
cmc;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817632389529513;train;2.79278322166667;10;300;620;6;9;1032;multinomial
cmc;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.750070222758178;test;2.79278322166667;10;300;620;6;9;1032;multinomial
churn;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859526536947607;train;1.49772104166667;3;160;326;10;15;3500;binomial
churn;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860028251247764;test;1.49772104166667;3;160;326;10;15;3500;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545205327413984;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.514631777062716;test;;-Inf;-Inf;;1;1;849;binomial
agaricus_lepiota;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.10042711333333;3;160;326;20;20;5702;binomial
agaricus_lepiota;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.10042711333333;3;160;326;20;20;5702;binomial
analcatdata_boxing1;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752551020408163;train;0.220864596666667;8;12;212;2;3;84;binomial
analcatdata_boxing1;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.659090909090909;test;0.220864596666667;8;12;212;2;3;84;binomial
547_no2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452886281707485;train;2.03723249833333;9;280;578;7;7;350;continuous
547_no2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.634846163055415;test;2.03723249833333;9;280;578;7;7;350;continuous
credit_g;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799295875432922;train;1.35242825666667;18;79;796;5;20;700;binomial
credit_g;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.761590139359281;test;1.35242825666667;18;79;796;5;20;700;binomial
tae;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693196733821734;train;0.727816901666667;10;5;108;4;5;106;multinomial
tae;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66395173453997;test;0.727816901666667;10;5;108;4;5;106;multinomial
519_vinnie;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474041718988432;train;0.0589743666666667;3;10;80;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490214500672654;test;0.0589743666666667;3;10;80;1;2;266;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841988194459854;train;0.714077745;3;50;150;17;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841774644120968;test;0.714077745;3;50;150;17;25;350;continuous
620_fri_c1_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874534800541636;train;0.353778216683333;6;125;302;4;25;700;continuous
620_fri_c1_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843174632230182;test;0.353778216683333;6;125;302;4;25;700;continuous
analcatdata_authorship;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125203459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.27819943165;3;58;138;35;70;589;multinomial
analcatdata_authorship;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125203459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;4.27819943165;3;58;138;35;70;589;multinomial
560_bodyfat;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0368347700037349;train;0.565132805;3;26;150;1;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0309440795465158;test;0.565132805;3;26;150;1;13;177;continuous
cars;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.579817398333333;3;160;326;1;6;275;multinomial
cars;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126103250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991400491400491;test;0.579817398333333;3;160;326;1;6;275;multinomial
651_fri_c0_100_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336235818044734;train;1.53617284166667;18;125;816;25;25;70;continuous
651_fri_c0_100_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85333145696601;test;1.53617284166667;18;125;816;25;25;70;continuous
twonorm;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997561884265645;train;1.232339615;3;160;326;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99715243792063;test;1.232339615;3;160;326;20;20;5180;binomial
617_fri_c3_500_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839223772914684;train;0.107650396666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82681171113787;test;0.107650396666667;3;25;156;5;5;350;continuous
sleep;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888218522297856;train;39.67984084;2;140;284;12;13;74136;multinomial
sleep;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887699389085749;test;39.67984084;2;140;284;12;13;74136;multinomial
vowel;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965909681528212;train;3.11243940166667;8;212;440;11;13;693;multinomial
vowel;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963769068479668;test;3.11243940166667;8;212;440;11;13;693;multinomial
analcatdata_germangss;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78819177741673;train;0.985528255;5;200;410;5;5;280;multinomial
analcatdata_germangss;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.74971389361065;test;0.985528255;5;200;410;5;5;280;multinomial
sleep;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885475264943444;train;2.22842942;3;13;86;10;13;74136;multinomial
sleep;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883286235223702;test;2.22842942;3;13;86;10;13;74136;multinomial
analcatdata_japansolvent;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910714285714286;train;0.568648526666667;3;160;326;4;4;37;binomial
analcatdata_japansolvent;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814814814814815;test;0.568648526666667;3;160;326;4;4;37;binomial
665_sleuth_case2002;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.703260172256659;train;1.818451315;5;200;410;6;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848070429374285;test;1.818451315;5;200;410;6;6;103;continuous
mfeat_zernike;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988316447545626;train;24.948326255;3;32;132;32;32;1400;multinomial
mfeat_zernike;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980874111308582;test;24.948326255;3;32;132;32;32;1400;multinomial
598_fri_c0_1000_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126094636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290187028367506;train;2.22226285333333;6;220;452;12;25;700;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126094636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439013641458492;test;2.22226285333333;6;220;452;12;25;700;continuous
nikuradse_1;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194029062456185;train;0.125825606666667;3;4;32;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.200606153408233;test;0.125825606666667;3;4;32;2;2;254;continuous
bupa;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.65;train;0.630024778333333;3;160;326;4;5;242;binomial
bupa;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.700680272108844;test;0.630024778333333;3;160;326;4;5;242;binomial
spambase;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974356876482305;train;2.16387747166667;7;240;494;30;54;3221;binomial
spambase;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976207667710594;test;2.16387747166667;7;240;494;30;54;3221;binomial
clean1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951962086669299;train;0.418365476666667;5;124;258;46;90;334;binomial
clean1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.815217391304348;test;0.418365476666667;5;124;258;46;90;334;binomial
hungarian;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909337506520605;train;0.52414887;3;160;326;10;12;206;binomial
hungarian;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835579514824798;test;0.52414887;3;160;326;10;12;206;binomial
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824860358367922;train;0.84494693835;3;67;150;5;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859632410920805;test;0.84494693835;3;67;150;5;50;700;continuous
buggyCrx;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912999206102654;train;0.402806545;6;52;292;4;13;483;binomial
buggyCrx;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911812921890068;test;0.402806545;6;52;292;4;13;483;binomial
573_cpu_act;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.123285717294911;train;7.924359975;5;200;410;12;17;5735;continuous
573_cpu_act;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146330975168861;test;7.924359975;5;200;410;12;17;5735;continuous
breast_w;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.315745336666667;6;36;284;8;9;490;binomial
breast_w;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974351175993512;test;0.315745336666667;6;36;284;8;9;490;binomial
ionosphere;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868961568739712;train;0.680379763333333;3;160;326;16;32;246;binomial
ionosphere;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67368839427663;test;0.680379763333333;3;160;326;16;32;246;binomial
heart_statlog;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775814907681787;train;1.13432742;9;13;212;3;13;189;binomial
heart_statlog;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.707466340269278;test;1.13432742;9;13;212;3;13;189;binomial
spectf;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999651142508285;train;1.27463774166667;5;200;410;41;44;245;binomial
spectf;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916666666666667;test;1.27463774166667;5;200;410;41;44;245;binomial
613_fri_c3_250_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796601194799038;train;0.280760741666667;3;8;60;4;4;175;continuous
613_fri_c3_250_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883409629665907;test;0.280760741666667;3;8;60;4;4;175;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125203708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824077093333839;train;0.248500981666667;3;90;186;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125203708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803790838139212;test;0.248500981666667;3;90;186;5;50;700;continuous
547_no2;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.649553833902163;train;1.41870613;9;264;546;7;7;350;continuous
547_no2;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66596651089609;test;1.41870613;9;264;546;7;7;350;continuous
lupus;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864219114219114;train;0.0490738283333333;3;2;16;1;2;61;binomial
lupus;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85207100591716;test;0.0490738283333333;3;2;16;1;2;61;binomial
542_pollution;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494535302045299;train;0.144647951666667;3;45;166;5;9;42;continuous
542_pollution;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.886911884587229;test;0.144647951666667;3;45;166;5;9;42;continuous
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201_pol;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155517496673321;test;17.85077102;19;428;894;23;26;10500;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833462963588296;train;0.822933636666667;14;222;488;9;50;700;continuous
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satimage;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996066583392636;train;2.819064575;3;160;326;18;24;4505;multinomial
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646_fri_c3_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820977490637248;train;1.96068701166667;6;220;452;4;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809036145324008;test;1.96068701166667;6;220;452;4;10;350;continuous
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magic;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860985530023577;train;6.19831456;14;316;660;9;9;13314;binomial
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658_fri_c3_250_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86840346801853;train;1.29732449833333;5;200;410;10;25;175;continuous
658_fri_c3_250_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797735480684963;test;1.29732449833333;5;200;410;10;25;175;continuous
663_rabe_266;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.104375642728727;train;1.59081115333333;9;280;578;2;2;84;continuous
663_rabe_266;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.132463368369169;test;1.59081115333333;9;280;578;2;2;84;continuous
breast;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987032591299287;train;0.745760176666667;3;160;326;5;9;490;binomial
breast;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984969518604162;test;0.745760176666667;3;160;326;5;9;490;binomial
mfeat_karhunen;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999968534220382;train;3.186530845;3;160;326;64;64;1400;multinomial
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1595_poker;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813698638292473;train;37.59835609835;1;120;242;10;10;717507;continuous
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collins;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.01728768333333;11;20;408;7;20;340;multinomial
collins;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989207782957783;test;1.01728768333333;11;20;408;7;20;340;multinomial
glass;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826024534725119;train;1.63664788666667;9;280;578;5;9;144;multinomial
glass;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849953703703704;test;1.63664788666667;9;280;578;5;9;144;multinomial
627_fri_c2_500_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864459279616091;train;1.16847642833333;3;160;326;5;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.882062906739733;test;1.16847642833333;3;160;326;5;10;350;continuous
page_blocks;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913813261958864;train;0.29692707;7;8;120;4;8;3832;multinomial
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letter;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976525950063776;train;33.0734874266667;4;180;368;14;16;14000;multinomial
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hepatitis;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884823848238482;train;1.41813168;13;19;448;9;19;109;binomial
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haberman;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125200019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.706701274185937;train;0.581507493333333;3;160;326;2;3;215;binomial
haberman;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125200019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.631256952169077;test;0.581507493333333;3;160;326;2;3;215;binomial
658_fri_c3_250_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.92772820665079;train;0.68940998;10;125;480;1;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.964858557539765;test;0.68940998;10;125;480;1;25;175;continuous
banana;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545366346118419;train;0.0800164683333333;3;2;16;2;2;3710;binomial
banana;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.538533068196449;test;0.0800164683333333;3;2;16;2;2;3710;binomial
604_fri_c4_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850334307466012;train;0.311065555;7;50;334;5;10;350;continuous
604_fri_c4_500_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85388675279853;test;0.311065555;7;50;334;5;10;350;continuous
sleep;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903096653294241;train;35.0250676016667;0;100;200;13;13;74136;multinomial
sleep;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896948947806487;test;35.0250676016667;0;100;200;13;13;74136;multinomial
buggyCrx;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987672600805757;train;0.860219438333333;3;160;326;10;14;483;binomial
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612_fri_c1_1000_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125154332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141857199161944;train;2.6609664;20;359;758;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125154332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283583918436223;test;2.6609664;20;359;758;5;5;700;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278294500659183;train;0.61812060665;3;160;326;4;4;70;continuous
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606_fri_c2_1000_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798755629024773;test;0.359703706666667;7;50;334;7;10;700;continuous
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648_fri_c1_250_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776957598012611;train;0.724262938333333;3;160;326;50;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893585314867439;test;0.724262938333333;3;160;326;50;50;175;continuous
344_mv;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0119354300822935;train;14.40460662835;8;228;472;5;9;28538;continuous
344_mv;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0124497692492861;test;14.40460662835;8;228;472;5;9;28538;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124165958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.676942098512488;train;0.145924238333333;3;45;176;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124165958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.934821450938452;test;0.145924238333333;3;45;176;9;9;70;continuous
599_fri_c2_1000_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125095332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810332128612811;train;0.263912638333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125095332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810154106990282;test;0.263912638333333;3;10;72;5;5;700;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783431088044875;train;1.14997553666667;11;18;414;6;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.942574185306883;test;1.14997553666667;11;18;414;6;9;70;continuous
663_rabe_266;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135483948322578;train;0.800595363333333;3;160;326;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.123768889857101;test;0.800595363333333;3;160;326;2;2;84;continuous
glass2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873706634205721;train;1.196517075;20;36;880;7;9;115;binomial
glass2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.773913043478261;test;1.196517075;20;36;880;7;9;115;binomial
527_analcatdata_election2000;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.303534579440723;train;0.104338403333333;7;2;32;1;1;47;continuous
527_analcatdata_election2000;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;7.98407983883772;test;0.104338403333333;7;2;32;1;1;47;continuous
analcatdata_cyyoung9302;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926666666666667;train;0.546039108333333;10;6;128;3;6;65;binomial
analcatdata_cyyoung9302;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934782608695652;test;0.546039108333333;10;6;128;3;6;65;binomial
634_fri_c2_100_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125103126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820006730998926;train;0.801339715016667;3;160;326;5;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125103126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820150398376938;test;0.801339715016667;3;160;326;5;10;70;continuous
auto;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949730611898165;train;0.606704695;11;20;376;15;20;142;multinomial
auto;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825774509803922;test;0.606704695;11;20;376;15;20;142;multinomial
breast_cancer_wisconsin;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988974291015107;train;0.161387643333333;3;60;166;7;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99368842364532;test;0.161387643333333;3;60;166;7;22;399;binomial
breast_cancer;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757400334208642;train;1.47928159166667;10;9;186;3;9;201;binomial
breast_cancer;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.651890482398957;test;1.47928159166667;10;9;186;3;9;201;binomial
mnist;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995515923490951;train;447.994145656683;0;5;10;646;651;49000;multinomial
mnist;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993348867815888;test;447.994145656683;0;5;10;646;651;49000;multinomial
churn;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859870473521898;train;2.14052148166667;5;200;410;8;15;3500;binomial
churn;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85834241103849;test;2.14052148166667;5;200;410;8;15;3500;binomial
1030_ERA;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.761737458710772;train;0.186294593333333;5;20;224;2;4;700;continuous
1030_ERA;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.773858224566252;test;0.186294593333333;5;20;224;2;4;700;continuous
spectf;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983663450143897;train;1.55925252666667;8;260;536;33;44;245;binomial
spectf;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856551724137931;test;1.55925252666667;8;260;536;33;44;245;binomial
592_fri_c4_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214410573255052;train;1.19439223;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322957655473078;test;1.19439223;3;160;326;5;25;700;continuous
tae;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.720943058576696;train;0.0421149466666667;3;5;38;5;5;106;multinomial
tae;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.661031366294524;test;0.0421149466666667;3;5;38;5;5;106;multinomial
breast_w;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125152933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987879694747868;train;0.680866573333333;3;160;326;9;9;490;binomial
breast_w;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125152933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994490358126722;test;0.680866573333333;3;160;326;9;9;490;binomial
ionosphere;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953754315304948;train;5.77680529333333;12;32;478;27;32;246;binomial
ionosphere;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88688138256088;test;5.77680529333333;12;32;478;27;32;246;binomial
profb;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643504807497262;train;0.540731536666667;6;9;116;4;9;471;binomial
profb;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.674370683893963;test;0.540731536666667;6;9;116;4;9;471;binomial
german;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836500541292917;train;1.14868134166667;5;200;410;19;20;700;binomial
german;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759433962264151;test;1.14868134166667;5;200;410;19;20;700;binomial
195_auto_price;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.390705223432211;train;0.435902243333333;8;50;386;5;10;112;continuous
195_auto_price;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491881854203328;test;0.435902243333333;8;50;386;5;10;112;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15988521918162;train;2.01451309333333;18;284;604;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.12631751388128;test;2.01451309333333;18;284;604;3;3;333;continuous
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mfeat_fourier;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967713984871125;test;0.954769311666667;5;72;222;18;76;1400;multinomial
calendarDOW;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864935814023059;train;0.171155868333333;5;14;128;3;14;280;multinomial
calendarDOW;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.704714677563816;test;0.171155868333333;5;14;128;3;14;280;multinomial
644_fri_c4_250_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124212635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809852937901799;train;0.371002448333333;6;120;312;12;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124212635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849975580921919;test;0.371002448333333;6;120;312;12;24;175;continuous
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prnn_fglass;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948538647342995;train;0.173200778333333;7;9;134;9;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.754097222222222;test;0.173200778333333;7;9;134;9;9;144;multinomial
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181489967509259;train;2.84149405833333;12;324;672;9;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299885763749808;test;2.84149405833333;12;324;672;9;25;700;continuous
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618_fri_c3_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824108247772265;train;1.53844980333333;6;220;452;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84946925820881;test;1.53844980333333;6;220;452;5;50;700;continuous
613_fri_c3_250_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.766559855857796;train;1.636783775;6;220;452;4;5;175;continuous
613_fri_c3_250_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867153175800138;test;1.636783775;6;220;452;4;5;175;continuous
547_no2;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.64970449927564;train;0.608898035;3;14;90;7;7;350;continuous
547_no2;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.664162988998514;test;0.608898035;3;14;90;7;7;350;continuous
294_satellite_image;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46895816116891;train;5.077463815;6;52;272;25;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474084326233172;test;5.077463815;6;52;272;25;26;4505;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467411902498747;train;1.54983485666667;6;220;452;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517918558867722;test;1.54983485666667;6;220;452;5;5;700;continuous
allbp;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980726316302516;train;0.58634581;7;25;304;17;25;2641;multinomial
allbp;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978864734299517;test;0.58634581;7;25;304;17;25;2641;multinomial
backache;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840798704803022;train;1.08610568166667;3;32;130;8;32;126;binomial
backache;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.630434782608696;test;1.08610568166667;3;32;130;8;32;126;binomial
analcatdata_germangss;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726225727539133;train;0.713199101666667;3;160;326;1;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.729586561671815;test;0.713199101666667;3;160;326;1;5;280;multinomial
analcatdata_creditscore;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991452991452991;train;0.293865358333333;3;112;230;5;6;70;binomial
analcatdata_creditscore;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.293865358333333;3;112;230;5;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995192307692308;train;0.978986386666667;6;220;452;2;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.978986386666667;6;220;452;2;6;70;binomial
calendarDOW;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125151023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.654595716252282;train;1.55691533833333;7;14;184;14;14;280;multinomial
calendarDOW;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125151023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638860036764834;test;1.55691533833333;7;14;184;14;14;280;multinomial
clean2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126110056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975163492280122;train;0.570115156666667;3;80;166;101;105;4619;binomial
clean2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126110056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960590383444918;test;0.570115156666667;3;80;166;101;105;4619;binomial
wdbc;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991750396615547;train;0.823624153333334;3;160;326;10;22;399;binomial
wdbc;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991926719453501;test;0.823624153333334;3;160;326;10;22;399;binomial
505_tecator;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0416891069504936;train;0.743963568333333;3;32;150;15;16;168;continuous
505_tecator;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0628324429319222;test;0.743963568333333;3;32;150;15;16;168;continuous
606_fri_c2_1000_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177792448979184;train;3.04972257;14;332;692;6;10;700;continuous
606_fri_c2_1000_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286732306917766;test;3.04972257;14;332;692;6;10;700;continuous
auto;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996729948638193;train;1.86010557;7;240;494;18;21;142;multinomial
auto;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967177871148459;test;1.86010557;7;240;494;18;21;142;multinomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913333333333333;train;1.15779393;6;220;452;6;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978260869565217;test;1.15779393;6;220;452;6;6;65;binomial
churn;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125191630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860822054659033;train;1.714850385;7;192;398;6;15;3500;binomial
churn;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125191630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856095679012346;test;1.714850385;7;192;398;6;15;3500;binomial
542_pollution;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.700872134711752;train;0.71170478;10;50;460;2;10;42;continuous
542_pollution;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.682744782124161;test;0.71170478;10;50;460;2;10;42;continuous
prnn_fglass;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827734961117314;train;2.02943308666667;12;323;670;3;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772396825396825;test;2.02943308666667;12;323;670;3;9;144;multinomial
678_visualizing_environmental;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.673878517356805;train;0.567742488316667;3;160;326;3;3;78;continuous
678_visualizing_environmental;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.844036138656925;test;0.567742488316667;3;160;326;3;3;78;continuous
564_fried;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250228517500944;train;22.35853119;7;240;494;9;10;28538;continuous
564_fried;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286028880519714;test;22.35853119;7;240;494;9;10;28538;continuous
yeast;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96007454856127;train;3.71297844833333;13;360;746;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884438037408146;test;3.71297844833333;13;360;746;7;8;1036;multinomial
582_fri_c1_500_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126103412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810622613319461;train;0.757428591666667;11;125;522;3;25;350;continuous
582_fri_c1_500_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126103412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855977629229211;test;0.757428591666667;11;125;522;3;25;350;continuous
sonar;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875565610859729;train;2.50410158333333;9;58;390;12;59;146;binomial
sonar;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844305120167189;test;2.50410158333333;9;58;390;12;59;146;binomial
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223106376096982;train;1.512032855;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310290571480818;test;1.512032855;3;160;326;10;25;700;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832875653025318;train;0.230319015;3;90;186;3;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838699184811273;test;0.230319015;3;90;186;3;49;350;continuous
mfeat_fourier;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125193701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991038308652639;train;3.10663016166667;3;160;326;76;76;1400;multinomial
mfeat_fourier;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125193701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974148401856979;test;3.10663016166667;3;160;326;76;76;1400;multinomial
new_thyroid;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999414223713289;train;0.91096001;5;200;410;4;5;151;multinomial
new_thyroid;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996985357450474;test;0.91096001;5;200;410;4;5;151;multinomial
allhypo;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83595380952381;train;31.4051130783333;14;25;552;18;25;2639;multinomial
allhypo;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823941830071583;test;31.4051130783333;14;25;552;18;25;2639;multinomial
allhypo;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825688648972126;train;0.696295993333333;9;25;364;9;25;2639;multinomial
allhypo;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842722180303415;test;0.696295993333333;9;25;364;9;25;2639;multinomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125093447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882352941176471;train;0.07016242;3;3;24;1;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125093447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785714285714286;test;0.07016242;3;3;24;1;3;37;binomial
mfeat_karhunen;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997111378722182;train;1.82391777666667;3;160;326;18;64;1400;multinomial
mfeat_karhunen;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996919714130207;test;1.82391777666667;3;160;326;18;64;1400;multinomial
satimage;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997054663084236;train;8.88956493333333;9;280;578;25;25;4505;multinomial
satimage;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987949963599226;test;8.88956493333333;9;280;578;25;25;4505;multinomial
pima;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817967986314761;train;0.7560068;3;160;326;5;8;538;binomial
pima;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844512195121951;test;0.7560068;3;160;326;5;8;538;binomial
saheart;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815200617283951;train;2.234810825;9;280;578;8;9;324;binomial
saheart;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731887298747764;test;2.234810825;9;280;578;8;9;324;binomial
631_fri_c1_500_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222145886922549;train;1.62418211166667;8;244;504;4;5;350;continuous
631_fri_c1_500_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379616917676862;test;1.62418211166667;8;244;504;4;5;350;continuous
657_fri_c2_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784181334465872;train;0.890395746666667;3;160;326;10;10;175;continuous
657_fri_c2_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837559847350111;test;0.890395746666667;3;160;326;10;10;175;continuous
collins;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999483422560346;train;3.14138512666667;7;240;494;1;20;340;multinomial
collins;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;3.14138512666667;7;240;494;1;20;340;multinomial
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126091031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241547473607906;train;2.39915432166667;13;328;682;3;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126091031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355074096956524;test;2.39915432166667;13;328;682;3;25;700;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806212145409966;train;1.34154672666667;5;200;410;2;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.708120795339046;test;1.34154672666667;5;200;410;2;6;103;continuous
allrep;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966582947692129;train;1.157783755;11;25;468;13;25;2641;multinomial
allrep;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920267976569346;test;1.157783755;11;25;468;13;25;2641;multinomial
allbp;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978670425851038;train;2.72102257;7;192;398;17;25;2641;multinomial
allbp;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974221824686941;test;2.72102257;7;192;398;17;25;2641;multinomial
backache;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124190748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815051647811117;train;0.833418811666667;3;31;138;31;31;126;binomial
backache;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124190748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.713541666666667;test;0.833418811666667;3;31;138;31;31;126;binomial
coil2000;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.745328350036535;train;7.64065716;6;220;452;4;59;6876;binomial
coil2000;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.705112245611581;test;7.64065716;6;220;452;4;59;6876;binomial
analcatdata_authorship;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.987148271666667;3;160;326;70;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.987148271666667;3;160;326;70;70;589;multinomial
527_analcatdata_election2000;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.167309965420272;train;0.0781754633333333;3;4;32;2;2;47;continuous
527_analcatdata_election2000;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0398939391983275;test;0.0781754633333333;3;4;32;2;2;47;continuous
547_no2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.61456919109302;train;0.291588816666667;5;35;246;7;7;350;continuous
547_no2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.660193275598257;test;0.291588816666667;5;35;246;7;7;350;continuous
analcatdata_cyyoung8092;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905420991926182;train;0.771407388333333;14;28;626;5;7;68;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909090909090909;test;0.771407388333333;14;28;626;5;7;68;binomial
648_fri_c1_250_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253786883562454;train;2.35313358333333;9;280;578;5;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357582587524504;test;2.35313358333333;9;280;578;5;50;175;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216491278320763;train;0.980419571666667;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318766216863678;test;0.980419571666667;3;160;326;5;50;700;continuous
allbp;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98261012516346;train;0.862440161666667;10;25;396;15;25;2641;multinomial
allbp;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971995766469293;test;0.862440161666667;10;25;396;15;25;2641;multinomial
529_pollen;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430953267266044;train;0.308005815;3;8;60;4;4;2694;continuous
529_pollen;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44979932299471;test;0.308005815;3;8;60;4;4;2694;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22266994151086;train;2.63486776333333;13;353;732;4;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361343984536647;test;2.63486776333333;13;353;732;4;24;175;continuous
617_fri_c3_500_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124201001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81534013594491;train;1.64048981666667;6;220;452;5;5;350;continuous
617_fri_c3_500_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124201001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852966517620521;test;1.64048981666667;6;220;452;5;5;350;continuous
contraceptive;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.57607482193666;train;0.148346966666667;7;9;128;1;9;1032;multinomial
contraceptive;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.563602494954954;test;0.148346966666667;7;9;128;1;9;1032;multinomial
bupa;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.654661452973863;train;0.693551566666667;16;20;542;5;5;242;binomial
bupa;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769756838905775;test;0.693551566666667;16;20;542;5;5;242;binomial
192_vineyard;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.571669320165749;train;0.073792025;6;5;70;1;1;37;continuous
192_vineyard;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.960408236106941;test;0.073792025;6;5;70;1;1;37;continuous
banana;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.551134740798055;train;0.067979375;3;8;64;2;2;3710;binomial
banana;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.543920052010065;test;0.067979375;3;8;64;2;2;3710;binomial
542_pollution;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.599172163414412;train;0.756589888316667;7;26;302;9;13;42;continuous
542_pollution;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.532780849436954;test;0.756589888316667;7;26;302;9;13;42;continuous
646_fri_c3_500_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798768105928799;train;2.53707240833333;9;280;578;6;10;350;continuous
646_fri_c3_500_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824391703626805;test;2.53707240833333;9;280;578;6;10;350;continuous
wdbc;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99160984444918;train;1.02009441333333;3;22;112;12;22;399;binomial
wdbc;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993181818181818;test;1.02009441333333;3;22;112;12;22;399;binomial
648_fri_c1_250_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.714212608615461;train;0.49146906;3;72;150;30;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847268695457124;test;0.49146906;3;72;150;30;50;175;continuous
1196_BNG_pharynx;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.66111279512968;train;32.1843655716667;6;20;254;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661744695779937;test;32.1843655716667;6;20;254;10;10;700000;continuous
210_cloud;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.253141660978581;train;1.52327599;10;300;620;5;5;76;continuous
210_cloud;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.328147882045295;test;1.52327599;10;300;620;5;5;76;continuous
shuttle;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.736912288039784;train;10.7105148600167;0;4;8;8;8;40600;multinomial
shuttle;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747417164467638;test;10.7105148600167;0;4;8;8;8;40600;multinomial
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126094327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797862303269826;train;0.794550315016667;3;160;326;14;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126094327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879181761770921;test;0.794550315016667;3;160;326;14;25;700;continuous
titanic;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125121737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807189473684211;train;0.702477561666667;10;28;446;7;7;1545;binomial
titanic;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125121737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817341137650928;test;0.702477561666667;10;28;446;7;7;1545;binomial
596_fri_c2_250_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794626318254045;train;0.290107835;3;10;72;5;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.887965815968404;test;0.290107835;3;10;72;5;5;175;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.415906338285618;train;0.910917321666667;5;200;410;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.567242934888122;test;0.910917321666667;5;200;410;1;2;33;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.493251898437154;train;1.38072213001667;7;240;494;1;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.705735313933998;test;1.38072213001667;7;240;494;1;5;44;continuous
fars;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903241476117606;train;33.2402001566667;0;100;200;21;21;70678;multinomial
fars;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897424846631024;test;33.2402001566667;0;100;200;21;21;70678;multinomial
617_fri_c3_500_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124183351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806876798368703;train;0.118470113333333;3;25;156;5;5;350;continuous
617_fri_c3_500_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124183351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861141562782144;test;0.118470113333333;3;25;156;5;5;350;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331119853353876;train;0.437155146666667;7;6;96;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.349040050034036;test;0.437155146666667;7;6;96;3;3;227;continuous
218_house_8L;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511095520075049;train;2.502720035;5;16;176;6;8;15949;continuous
218_house_8L;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.500465061913276;test;2.502720035;5;16;176;6;8;15949;continuous
penguins;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0472502183333333;3;7;50;6;7;241;multinomial
penguins;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0472502183333333;3;7;50;6;7;241;multinomial
calendarDOW;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984090061205349;train;0.768232123333333;3;160;326;15;15;280;multinomial
calendarDOW;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846865763546798;test;0.768232123333333;3;160;326;15;15;280;multinomial
651_fri_c0_100_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125192609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49269980055238;train;1.586113955;11;50;486;25;25;70;continuous
651_fri_c0_100_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125192609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.620220111631543;test;1.586113955;11;50;486;25;25;70;continuous
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983660130718954;train;0.0551048366666667;3;8;64;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928571428571429;test;0.0551048366666667;3;8;64;2;2;35;binomial
602_fri_c3_250_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839177053678378;train;1.35785883833333;10;18;374;5;9;175;continuous
602_fri_c3_250_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875471980095323;test;1.35785883833333;10;18;374;5;9;175;continuous
clean2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974814735565779;train;0.501320045;3;80;166;93;105;4619;binomial
clean2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965722304955903;test;0.501320045;3;80;166;93;105;4619;binomial
heart_h;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934715439051131;train;1.66107035498333;11;12;268;9;12;206;binomial
heart_h;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901032179720704;test;1.66107035498333;11;12;268;9;12;206;binomial
653_fri_c0_250_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289589439900667;train;2.37588048666667;9;280;578;18;25;175;continuous
653_fri_c0_250_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.603353432701108;test;2.37588048666667;9;280;578;18;25;175;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53197643550884;train;0.966693043333333;5;200;410;2;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482321870925755;test;0.966693043333333;5;200;410;2;2;156;continuous
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522_pm10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862781648911199;train;0.952023091683333;6;14;172;5;7;350;continuous
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credit_a;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125142158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921620400931105;train;1.73195164333333;11;13;268;10;13;483;binomial
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confidence;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919259259259259;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798298629367708;train;0.421615240016667;12;11;268;9;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731941832358937;test;0.421615240016667;12;11;268;9;11;1120;multinomial
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prnn_crabs;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0514144233333333;3;12;54;3;3;140;binomial
prnn_crabs;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965959821428571;test;0.0514144233333333;3;12;54;3;3;140;binomial
analcatdata_authorship;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.258952305;3;59;138;43;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999853211576199;test;0.258952305;3;59;138;43;70;589;multinomial
207_autoPrice;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302311437769563;train;0.657817485;3;160;326;8;9;112;continuous
207_autoPrice;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344828800437957;test;0.657817485;3;160;326;8;9;112;continuous
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592_fri_c4_1000_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839017446766856;train;0.810134988333333;3;160;326;25;25;700;continuous
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606_fri_c2_1000_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793643426300941;train;0.318561261666667;3;20;134;6;10;700;continuous
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227_cpu_small;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297786815453713;train;2.65655547;10;263;546;3;12;5735;continuous
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228_elusage;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492495707766398;train;0.038999655;3;2;16;1;1;39;continuous
228_elusage;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.3336314565701;test;0.038999655;3;2;16;1;1;39;continuous
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Hill_Valley_with_noise;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.53952393640643;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.526546250684182;test;;-Inf;-Inf;;1;1;849;binomial
analcatdata_cyyoung8092;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124213037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973958333333333;train;0.635188588333333;3;160;326;5;7;68;binomial
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195_auto_price;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.375779198462329;train;1.52033976331667;10;20;416;7;10;112;continuous
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4544_GeographicalOriginalofMusic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466043021694951;train;0.549309993333333;7;170;354;33;72;742;continuous
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calendarDOW;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864172945536543;train;0.922903611666667;3;160;326;10;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843554236792262;test;0.922903611666667;3;160;326;10;14;280;multinomial
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flags;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848081643151088;train;4.037772595;5;37;222;14;39;125;multinomial
flags;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.726869488536155;test;4.037772595;5;37;222;14;39;125;multinomial
vehicle;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986397947731281;train;2.15649941;13;328;682;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917668790123332;test;2.15649941;13;328;682;13;13;593;multinomial
backache;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.825617283950617;train;3.36125753333333;20;500;1040;24;31;126;binomial
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591_fri_c1_100_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124190844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763351530918908;train;0.730305631666667;8;20;328;4;10;70;continuous
591_fri_c1_100_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124190844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.05676989902118;test;0.730305631666667;8;20;328;4;10;70;continuous
letter;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980641794263651;train;55.6441331483333;1;16;42;16;16;14000;multinomial
letter;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979314811428985;test;55.6441331483333;1;16;42;16;16;14000;multinomial
613_fri_c3_250_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768592956947119;train;0.298075243333333;3;10;72;5;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865973964446191;test;0.298075243333333;3;10;72;5;5;175;continuous
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1096_FacultySalaries;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358551818402852;train;0.536570651666667;3;160;326;1;2;35;continuous
1096_FacultySalaries;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.472226056280086;test;0.536570651666667;3;160;326;1;2;35;continuous
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590_fri_c0_1000_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484934116050217;test;1.127343735;20;234;548;33;50;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792000985458028;train;0.999339001666667;3;160;326;10;10;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803675930552292;test;0.999339001666667;3;160;326;10;10;700;continuous
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wine_quality_white;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.630729050261437;test;6.43891319666667;6;220;452;11;11;3429;multinomial
analcatdata_asbestos;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125100133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936781609195402;train;0.16634065;6;12;146;3;3;59;binomial
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579_fri_c0_250_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479303295304793;train;0.303830671666667;3;10;72;5;5;175;continuous
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texture;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999552656212378;test;28.7604775033333;3;12;80;12;12;3850;multinomial
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690_visualizing_galaxy;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.263716106725359;train;1.00690157;5;200;410;3;3;227;continuous
690_visualizing_galaxy;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.286239312887971;test;1.00690157;5;200;410;3;3;227;continuous
556_analcatdata_apnea2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.23013154866146;train;0.0800612766666667;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.249239852918239;test;0.0800612766666667;3;15;120;3;3;333;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80410708783065;train;1.71261469;8;228;472;18;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837839821935473;test;1.71261469;8;228;472;18;50;700;continuous
Hill_Valley_with_noise;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550893997445722;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.498492324561404;test;;-Inf;-Inf;;1;1;849;binomial
collins;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997477432537691;train;12.08037697335;3;20;114;2;20;340;multinomial
collins;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998119151380021;test;12.08037697335;3;20;114;2;20;340;multinomial
bupa;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758523701721891;train;3.04319791;20;500;1040;2;5;242;binomial
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596_fri_c2_250_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806202266960582;train;0.39497607;10;25;450;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841192696150906;test;0.39497607;10;25;450;5;5;175;continuous
cloud;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.681401612028211;train;0.937710191666667;3;160;326;5;6;76;multinomial
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659_sleuth_ex1714;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360507938682131;test;2.99121951501667;20;500;1040;1;1;33;continuous
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656_fri_c1_100_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2465323254893;train;2.64364907166667;20;436;912;5;5;70;continuous
656_fri_c1_100_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.693448756393591;test;2.64364907166667;20;436;912;5;5;70;continuous
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ring;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785758573809565;test;4.56496016333333;8;20;228;20;20;5180;binomial
1595_poker;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816167441623808;train;52.24933175;1;20;56;8;10;717507;continuous
1595_poker;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815043005806321;test;52.24933175;1;20;56;8;10;717507;continuous
waveform_21;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968296224344068;train;9.26240230165;5;21;186;21;21;3500;multinomial
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pima;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839452012622181;train;1.58063382;8;260;536;8;8;538;binomial
pima;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831480730223124;test;1.58063382;8;260;536;8;8;538;binomial
analcatdata_germangss;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799483289936976;train;0.870030286666667;7;5;76;3;5;280;multinomial
analcatdata_germangss;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.750703847570789;test;0.870030286666667;7;5;76;3;5;280;multinomial
623_fri_c4_1000_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820110192232689;train;1.49886528833333;5;200;410;7;10;700;continuous
623_fri_c4_1000_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83192168026562;test;1.49886528833333;5;200;410;7;10;700;continuous
573_cpu_act;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.271218181870074;train;3.92508158833333;12;329;682;3;16;5735;continuous
573_cpu_act;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.268373376991342;test;3.92508158833333;12;329;682;3;16;5735;continuous
mfeat_morphological;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916760351519122;train;1.66913644666667;3;160;326;2;2;1400;multinomial
mfeat_morphological;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917780204787568;test;1.66913644666667;3;160;326;2;2;1400;multinomial
659_sleuth_ex1714;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335091032557594;train;0.119328650016667;5;4;48;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.622651844920995;test;0.119328650016667;5;4;48;1;2;33;continuous
654_fri_c0_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515933512449394;train;1.43134609833333;7;208;430;5;10;350;continuous
654_fri_c0_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528837875071755;test;1.43134609833333;7;208;430;5;10;350;continuous
659_sleuth_ex1714;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285046994486878;train;0.521792643333333;3;160;326;1;1;33;continuous
659_sleuth_ex1714;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548659310301647;test;0.521792643333333;3;160;326;1;1;33;continuous
waveform_21;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994102147053235;train;6.86000667333333;12;335;694;19;21;3500;multinomial
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heart_statlog;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923829882988299;train;0.910187651666667;14;52;636;9;13;189;binomial
heart_statlog;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897959183673469;test;0.910187651666667;14;52;636;9;13;189;binomial
movement_libras;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984703657234021;train;33.2525954316667;8;23;340;15;23;252;multinomial
movement_libras;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944567226361444;test;33.2525954316667;8;23;340;15;23;252;multinomial
557_analcatdata_apnea1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.22630057180595;train;0.0944535183333333;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42840653468876;test;0.0944535183333333;3;15;120;3;3;333;continuous
574_house_16H;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.679111674972554;train;6.62780088333333;5;30;226;14;15;15949;continuous
574_house_16H;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.707258659707513;test;6.62780088333333;5;30;226;14;15;15949;continuous
satimage;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991357593809633;train;2.33847229333333;3;160;326;25;25;4505;multinomial
satimage;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985853553061002;test;2.33847229333333;3;160;326;25;25;4505;multinomial
201_pol;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528771643810988;train;0.387842018333333;5;119;260;20;25;10500;continuous
201_pol;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.524974935701346;test;0.387842018333333;5;119;260;20;25;10500;continuous
heart_statlog;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947617972454279;train;0.67998265;3;160;326;12;13;189;binomial
heart_statlog;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839173967459324;test;0.67998265;3;160;326;12;13;189;binomial
auto;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963683739348633;train;0.463796080016667;8;22;334;13;22;142;multinomial
auto;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851676470588235;test;0.463796080016667;8;22;334;13;22;142;multinomial
breast_cancer_wisconsin;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995759342698118;train;0.72752407;3;160;326;22;23;399;binomial
breast_cancer_wisconsin;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998460591133005;test;0.72752407;3;160;326;22;23;399;binomial
542_pollution;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.555495705930913;train;0.612087431666667;10;55;470;3;11;42;continuous
542_pollution;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.02220922485996;test;0.612087431666667;10;55;470;3;11;42;continuous
irish;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862557212947414;train;0.92796058;5;200;410;3;4;350;binomial
irish;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87538770297391;test;0.92796058;5;200;410;3;4;350;binomial
cars;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874146448296668;train;0.13142045;8;7;120;6;7;275;multinomial
cars;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.772316882099491;test;0.13142045;8;7;120;6;7;275;multinomial
617_fri_c3_500_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831085746823494;train;0.847007138333333;3;160;326;5;5;350;continuous
617_fri_c3_500_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819201143360932;test;0.847007138333333;3;160;326;5;5;350;continuous
594_fri_c2_100_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848571567051579;train;0.837224426666667;3;160;326;5;5;70;continuous
594_fri_c2_100_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871681971658318;test;0.837224426666667;3;160;326;5;5;70;continuous
analcatdata_cyyoung9302;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913333333333333;train;0.32368888665;14;6;174;4;6;65;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967391304347826;test;0.32368888665;14;6;174;4;6;65;binomial
659_sleuth_ex1714;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458510400283999;train;0.112724728333333;5;4;48;2;2;33;continuous
659_sleuth_ex1714;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.557815373433996;test;0.112724728333333;5;4;48;2;2;33;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124202741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356374722081897;train;7.44195452166667;12;340;704;17;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124202741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.498641781821003;test;7.44195452166667;12;340;704;17;72;742;continuous
iris;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994088811995386;train;0.540238266666667;3;160;326;1;3;105;multinomial
iris;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990885416666667;test;0.540238266666667;3;160;326;1;3;105;multinomial
wine_recognition;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0493617;3;13;56;13;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0493617;3;13;56;13;13;125;multinomial
227_cpu_small;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.1889207281476;train;2.67697214;5;200;410;12;12;5735;continuous
227_cpu_small;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.185333456837806;test;2.67697214;5;200;410;12;12;5735;continuous
breast_cancer;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.758806146572104;train;0.834118063333333;13;36;574;3;9;201;binomial
breast_cancer;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.665;test;0.834118063333333;13;36;574;3;9;201;binomial
mnist;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125182335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995104956280983;train;190.029155976667;0;100;200;590;592;49000;multinomial
mnist;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125182335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993634760980317;test;190.029155976667;0;100;200;590;592;49000;multinomial
prnn_synth;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95359477124183;train;0.057062485;3;8;64;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900714285714286;test;0.057062485;3;8;64;2;2;175;binomial
churn;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866160666965496;train;2.263233795;8;212;440;8;15;3500;binomial
churn;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856057585825028;test;2.263233795;8;212;440;8;15;3500;binomial
ecoli;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982969243072369;train;0.0973750433333333;5;6;68;5;6;229;multinomial
ecoli;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956977992485239;test;0.0973750433333333;5;6;68;5;6;229;multinomial
581_fri_c3_500_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16285569172863;train;2.712962565;13;341;708;4;25;350;continuous
581_fri_c3_500_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298972708994674;test;2.712962565;13;341;708;4;25;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125090337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551145182076712;train;0.864362871666667;3;160;326;5;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125090337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.525489802425538;test;0.864362871666667;3;160;326;5;10;350;continuous
optdigits;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999641408044907;train;3.60682687833333;3;160;326;52;61;3934;multinomial
optdigits;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998809343344585;test;3.60682687833333;3;160;326;52;61;3934;multinomial
labor;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991452991452991;train;0.635505166666667;3;160;326;15;15;40;binomial
labor;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985714285714286;test;0.635505166666667;3;160;326;15;15;40;binomial
581_fri_c3_500_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78349730819893;train;1.91614564166667;12;308;640;5;25;350;continuous
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663_rabe_266;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125125739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.101702399948605;train;0.553046403333333;3;160;326;2;2;84;continuous
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ionosphere;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942675159235669;train;1.27545866166667;7;224;462;23;32;246;binomial
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623_fri_c4_1000_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125204218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165573800790773;train;3.71172417333333;14;332;692;6;10;700;continuous
623_fri_c4_1000_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125204218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280393300171179;test;3.71172417333333;14;332;692;6;10;700;continuous
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collins;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998037468865079;train;7.57911571166667;3;20;120;10;20;340;multinomial
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cloud;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0465742266666667;3;7;46;0;7;76;multinomial
cloud;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0465742266666667;3;7;46;0;7;76;multinomial
crx;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93275241853805;train;0.637345686666667;3;160;326;13;13;483;binomial
crx;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125092142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936622355364164;test;0.637345686666667;3;160;326;13;13;483;binomial
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1096_FacultySalaries;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485052209359001;train;0.963490606666667;5;200;410;1;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.518239090636053;test;0.963490606666667;5;200;410;1;2;35;continuous
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621_fri_c0_100_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.644820048803381;test;1.803964525;7;240;494;10;10;70;continuous
687_sleuth_ex1605;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.661982786921922;train;0.658362885;15;25;624;5;5;44;continuous
687_sleuth_ex1605;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515634771569924;test;0.658362885;15;25;624;5;5;44;continuous
218_house_8L;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33501718986788;train;31.0568953066667;6;220;452;7;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362531042547501;test;31.0568953066667;6;220;452;7;8;15949;continuous
cleveland;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.755523208749015;train;0.36566499835;10;13;264;6;13;213;multinomial
cleveland;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.667311039982031;test;0.36566499835;10;13;264;6;13;213;multinomial
192_vineyard;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.627349278688063;train;0.102456281666667;5;4;48;2;2;37;continuous
192_vineyard;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.559861819853541;test;0.102456281666667;5;4;48;2;2;37;continuous
547_no2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.641611095238724;train;0.67441195;3;160;326;7;7;350;continuous
547_no2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.664384257407592;test;0.67441195;3;160;326;7;7;350;continuous
344_mv;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.427475502505144;train;0.681270863333333;6;50;292;8;10;28538;continuous
344_mv;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.436812095793909;test;0.681270863333333;6;50;292;8;10;28538;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177140102801422;train;3.3338842;12;335;694;5;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335482941241894;test;3.3338842;12;335;694;5;25;350;continuous
573_cpu_act;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124212538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.276835192568449;train;3.981336065;20;320;680;4;18;5735;continuous
573_cpu_act;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124212538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.282181871745602;test;3.981336065;20;320;680;4;18;5735;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822564554948594;train;1.39022483001667;9;20;370;8;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825221800661846;test;1.39022483001667;9;20;370;8;10;350;continuous
calendarDOW;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993327328956518;train;1.43531514666667;9;248;514;11;15;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.858028511718167;test;1.43531514666667;9;248;514;11;15;280;multinomial
hungarian;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91471048513302;train;0.718925538333333;7;12;176;4;12;206;binomial
hungarian;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863881401617251;test;0.718925538333333;7;12;176;4;12;206;binomial
prnn_synth;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921413639926836;train;0.608322281666667;3;160;326;1;2;175;binomial
prnn_synth;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903133903133903;test;0.608322281666667;3;160;326;1;2;175;binomial
613_fri_c3_250_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795275959144401;train;0.933438066666667;3;160;326;4;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.876420394705335;test;0.933438066666667;3;160;326;4;4;175;continuous
627_fri_c2_500_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125180418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199258009889067;train;2.16038798666667;7;240;494;5;10;350;continuous
627_fri_c2_500_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125180418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39451220365142;test;2.16038798666667;7;240;494;5;10;350;continuous
pendigits;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894197577270963;train;0.598464388333333;5;16;146;3;16;7695;multinomial
pendigits;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890955583209389;test;0.598464388333333;5;16;146;3;16;7695;multinomial
608_fri_c3_1000_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208556563007551;train;1.42344077666667;6;220;452;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308816298686438;test;1.42344077666667;6;220;452;5;10;700;continuous
542_pollution;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.545700069828876;train;1.91145425166667;15;293;616;8;11;42;continuous
542_pollution;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.600085970804953;test;1.91145425166667;15;293;616;8;11;42;continuous
analcatdata_lawsuit;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998039215686275;train;0.282533063333333;3;112;230;4;4;185;binomial
analcatdata_lawsuit;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988333333333333;test;0.282533063333333;3;112;230;4;4;185;binomial
210_cloud;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199181410548493;train;1.886471015;9;280;578;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39965886612221;test;1.886471015;9;280;578;5;5;76;continuous
spambase;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990254535596951;train;3.78012779833333;5;200;410;50;55;3221;binomial
spambase;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971738692851642;test;3.78012779833333;5;200;410;50;55;3221;binomial
german;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125193537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809167839274547;train;2.42489081;12;340;704;18;20;700;binomial
german;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125193537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.77372491638796;test;2.42489081;12;340;704;18;20;700;binomial
592_fri_c4_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839520859915634;train;2.28638010666667;8;260;536;20;25;700;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850807287928392;test;2.28638010666667;8;260;536;20;25;700;continuous
cmc;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731487128864132;train;1.41209736833333;5;200;410;8;9;1032;multinomial
cmc;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.681652264635458;test;1.41209736833333;5;200;410;8;9;1032;multinomial
659_sleuth_ex1714;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292575903417398;train;1.59217314;9;280;578;2;3;33;continuous
659_sleuth_ex1714;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525967172732329;test;1.59217314;9;280;578;2;3;33;continuous
saheart;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799768518518519;train;1.54332769833333;13;9;238;9;9;324;binomial
saheart;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784436493738819;test;1.54332769833333;13;9;238;9;9;324;binomial
analcatdata_happiness;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.760500610500611;train;0.0304857033333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749206349206349;test;0.0304857033333333;3;3;24;1;3;42;multinomial
analcatdata_creditscore;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99514091350826;train;0.339241748333333;5;6;70;3;6;70;binomial
analcatdata_creditscore;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.339241748333333;5;6;70;3;6;70;binomial
626_fri_c2_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778865111157464;train;0.34661109;5;130;270;27;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840375698195597;test;0.34661109;5;130;270;27;50;350;continuous
wine_quality_red;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777019319287646;train;0.315232458333333;8;11;184;7;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.755904350030057;test;0.315232458333333;8;11;184;7;11;1120;multinomial
haberman;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744204545454546;train;0.229970556666667;10;12;234;3;3;215;binomial
haberman;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670118343195266;test;0.229970556666667;10;12;234;3;3;215;binomial
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490550520820983;train;0.580889616666667;6;150;312;29;72;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478954584069946;test;0.580889616666667;6;150;312;29;72;742;continuous
prnn_synth;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941699346405229;train;0.635065478333333;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923571428571429;test;0.635065478333333;3;160;326;2;2;175;binomial
horse_colic;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944579081632653;train;0.917215826666667;3;160;326;10;22;258;binomial
horse_colic;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915204678362573;test;0.917215826666667;3;160;326;10;22;258;binomial
1089_USCrime;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.370194326567734;train;0.125850131666667;5;15;148;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.52419096443799;test;0.125850131666667;5;15;148;3;3;33;continuous
cleveland;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125125253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.853685894626107;train;2.28128012;9;280;578;5;13;213;multinomial
cleveland;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125125253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.640055182912326;test;2.28128012;9;280;578;5;13;213;multinomial
breast_w;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126094715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990685320963639;train;0.725506226666667;3;160;326;8;8;490;binomial
breast_w;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126094715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991932310114128;test;0.725506226666667;3;160;326;8;8;490;binomial
schizo;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.643823716145966;train;1.65046548833333;6;204;420;1;13;238;multinomial
schizo;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642426303854875;test;1.65046548833333;6;204;420;1;13;238;multinomial
twonorm;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994689500829178;train;3.45500119666667;3;160;326;20;20;5180;binomial
twonorm;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991816911823795;test;3.45500119666667;3;160;326;20;20;5180;binomial
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836074891513825;train;1.48694007333333;6;215;442;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825531914772252;test;1.48694007333333;6;215;442;5;10;700;continuous
ecoli;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973674833328002;train;0.518887418333333;3;5;36;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984232026143791;test;0.518887418333333;3;5;36;5;5;229;multinomial
spambase;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974250612008939;train;1.379336275;3;160;326;51;54;3221;binomial
spambase;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969449233042499;test;1.379336275;3;160;326;51;54;3221;binomial
banana;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126094419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.552025311102915;train;0.117900370016667;3;2;16;2;2;3710;binomial
banana;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126094419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.541963828425096;test;0.117900370016667;3;2;16;2;2;3710;binomial
1030_ERA;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126100550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.708291177364058;train;0.710778673333333;3;160;326;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126100550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.788380367309177;test;0.710778673333333;3;160;326;4;4;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488111194081753;train;0.755863246666667;10;214;448;11;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480462563157814;test;0.755863246666667;10;214;448;11;50;700;continuous
allrep;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957034880658636;train;32.60916595;8;24;318;24;24;2641;multinomial
allrep;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924439024549352;test;32.60916595;8;24;318;24;24;2641;multinomial
227_cpu_small;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.200373116187678;train;0.195394751666667;3;60;176;12;12;5735;continuous
227_cpu_small;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.198950766314524;test;0.195394751666667;3;60;176;12;12;5735;continuous
analcatdata_cyyoung9302;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986686390532544;train;2.56308394833333;14;364;756;5;6;65;binomial
analcatdata_cyyoung9302;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865079365079365;test;2.56308394833333;14;364;756;5;6;65;binomial
663_rabe_266;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0899167382669628;train;1.45245484165;8;260;536;2;2;84;continuous
663_rabe_266;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.124715232317585;test;1.45245484165;8;260;536;2;2;84;continuous
credit_g;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126105740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801047665302158;train;2.064345985;12;20;354;5;20;700;binomial
credit_g;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126105740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757452643339597;test;2.064345985;12;20;354;5;20;700;binomial
547_no2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.62733201405879;train;0.31281029835;6;35;276;7;7;350;continuous
547_no2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.667842914385415;test;0.31281029835;6;35;276;7;7;350;continuous
haberman;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730602993885726;train;0.544612511666667;3;160;326;3;3;215;binomial
haberman;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.640350877192982;test;0.544612511666667;3;160;326;3;3;215;binomial
537_houses;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524048021021636;train;11.53521068;3;160;326;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.540916189737812;test;11.53521068;3;160;326;6;6;14448;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814268849774159;train;0.869620231666667;6;20;250;10;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860584835193316;test;0.869620231666667;6;20;250;10;10;350;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461000042294414;train;1.052590115;5;200;410;4;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.699521902669192;test;1.052590115;5;200;410;4;5;70;continuous
sleep;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886770942931268;train;31.6711697116833;1;120;242;13;13;74136;multinomial
sleep;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88519597475132;test;31.6711697116833;1;120;242;13;13;74136;multinomial
analcatdata_boxing2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.680436847103514;train;0.175072886666667;7;3;48;1;3;93;binomial
analcatdata_boxing2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717914438502674;test;0.175072886666667;7;3;48;1;3;93;binomial
waveform_21;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967417783091344;train;1.12772444;3;160;326;21;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969244867145564;test;1.12772444;3;160;326;21;21;3500;multinomial
clean1;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.388240456666667;3;34;74;22;95;334;binomial
clean1;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.388240456666667;3;34;74;22;95;334;binomial
230_machine_cpu;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.271086588321257;train;0.456702466666667;10;30;460;6;6;147;continuous
230_machine_cpu;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.200583561503661;test;0.456702466666667;10;30;460;6;6;147;continuous
breast_w;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985280834669764;train;0.32903154;6;32;284;2;8;490;binomial
breast_w;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977747364152474;test;0.32903154;6;32;284;2;8;490;binomial
wine_quality_white;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126090141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.586419821102973;train;13.8938509216667;20;418;878;4;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126090141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.497302480804039;test;13.8938509216667;20;418;878;4;11;3429;multinomial
294_satellite_image;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306059059619923;train;2.89743473;3;160;326;26;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343384698243734;test;2.89743473;3;160;326;26;26;4505;continuous
adult;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898584064038503;train;40.4326317483333;3;12;74;12;12;34190;binomial
adult;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896387567868922;test;40.4326317483333;3;12;74;12;12;34190;binomial
601_fri_c1_250_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200479539517943;train;0.501756145;3;160;326;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371250275018548;test;0.501756145;3;160;326;5;5;175;continuous
analcatdata_bankruptcy;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125202316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963815789473684;train;0.119529458333333;6;3;42;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125202316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.119529458333333;6;3;42;2;3;35;binomial
651_fri_c0_100_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522556481016345;train;1.12332322835;7;50;318;25;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.708830615894953;test;1.12332322835;7;50;318;25;25;70;continuous
604_fri_c4_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836575505186675;train;0.125984461666667;3;50;166;10;10;350;continuous
604_fri_c4_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803059443127512;test;0.125984461666667;3;50;166;10;10;350;continuous
diabetes;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821456526974952;train;0.649272128333333;3;160;326;3;8;538;binomial
diabetes;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843643198906357;test;0.649272128333333;3;160;326;3;8;538;binomial
irish;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875627808617499;train;0.28172334;5;4;46;4;4;350;binomial
irish;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856331168831169;test;0.28172334;5;4;46;4;4;350;binomial
197_cpu_act;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.179868590787467;train;8.33710393166667;11;34;482;17;17;5735;continuous
197_cpu_act;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.191843769342888;test;8.33710393166667;11;34;482;17;17;5735;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800842781059505;train;0.240023443333333;3;90;186;10;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863924580948449;test;0.240023443333333;3;90;186;10;50;700;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125125757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.86225665763284;train;31.4072840683333;3;160;326;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125125757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.883279039034572;test;31.4072840683333;3;160;326;8;9;81648;continuous
waveform_21;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967032605546001;train;1.96518323833333;3;160;326;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965607102995862;test;1.96518323833333;3;160;326;21;21;3500;multinomial
nikuradse_2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125181956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821585222199037;train;0.0470372083333333;3;2;16;0;1;254;continuous
nikuradse_2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125181956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774931503822394;test;0.0470372083333333;3;2;16;0;1;254;continuous
230_machine_cpu;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163062534063406;train;2.873049415;20;500;1040;6;6;147;continuous
230_machine_cpu;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231769948547597;test;2.873049415;20;500;1040;6;6;147;continuous
195_auto_price;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.40994086332945;train;1.66695527333333;12;20;418;2;10;112;continuous
195_auto_price;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.362526112680956;test;1.66695527333333;12;20;418;2;10;112;continuous
waveform_21;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968263414774757;train;7.78579907333333;3;21;116;20;21;3500;multinomial
waveform_21;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968135953109513;test;7.78579907333333;3;21;116;20;21;3500;multinomial
twonorm;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999347026495816;train;4.624137065;3;160;326;20;20;5180;binomial
twonorm;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997353975410402;test;4.624137065;3;160;326;20;20;5180;binomial
657_fri_c2_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763573674970183;train;0.736925848333333;5;20;212;10;10;175;continuous
657_fri_c2_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.912095928087742;test;0.736925848333333;5;20;212;10;10;175;continuous
heart_c;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126112535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91130604288499;train;2.59562310666667;10;13;260;9;13;213;binomial
heart_c;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126112535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96279537456008;test;2.59562310666667;10;13;260;9;13;213;binomial
591_fri_c1_100_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125134330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787173849609635;train;1.33964659;5;200;410;10;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125134330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865342946682082;test;1.33964659;5;200;410;10;10;70;continuous
analcatdata_cyyoung8092;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908881199538639;train;1.30419710333333;8;260;536;5;7;68;binomial
analcatdata_cyyoung8092;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922077922077922;test;1.30419710333333;8;260;536;5;7;68;binomial
mnist;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994247992430357;train;153.744363016667;0;100;200;587;591;49000;multinomial
mnist;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993257394455684;test;153.744363016667;0;100;200;587;591;49000;multinomial
605_fri_c2_250_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74613794671516;train;0.434086323333333;6;125;312;16;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785653466902208;test;0.434086323333333;6;125;312;16;25;175;continuous
542_pollution;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.598541104304412;train;0.911360825016667;9;20;334;8;10;42;continuous
542_pollution;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.532647364693332;test;0.911360825016667;9;20;334;8;10;42;continuous
analcatdata_creditscore;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995192307692308;train;0.151999975;3;24;162;2;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.151999975;3;24;162;2;6;70;binomial
656_fri_c1_100_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313426602695017;train;2.22185887166667;11;320;662;4;5;70;continuous
656_fri_c1_100_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.554658202010592;test;2.22185887166667;11;320;662;4;5;70;continuous
heart_h;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907714491708724;train;0.692630938333333;3;160;326;12;12;206;binomial
heart_h;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934435261707989;test;0.692630938333333;3;160;326;12;12;206;binomial
644_fri_c4_250_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831847584736445;train;1.32880148333333;6;220;452;4;24;175;continuous
644_fri_c4_250_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840126123607876;test;1.32880148333333;6;220;452;4;24;175;continuous
mfeat_morphological;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125131222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928302873787131;train;1.516664345;3;160;326;2;2;1400;multinomial
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tae;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.720163990064948;train;0.221681538333333;6;5;68;5;5;106;multinomial
tae;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.681977671451356;test;0.221681538333333;6;5;68;5;5;106;multinomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125093447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888235294117647;train;0.484978501666667;3;144;294;3;3;37;binomial
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631_fri_c1_500_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870582494488416;train;0.384405971666667;8;25;366;4;5;350;continuous
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581_fri_c3_500_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819471076203795;train;0.704414716666667;10;125;480;6;25;350;continuous
581_fri_c3_500_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.766805626855908;test;0.704414716666667;10;125;480;6;25;350;continuous
analcatdata_aids;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855263157894737;train;0.0632086383166667;3;3;24;3;3;35;binomial
analcatdata_aids;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722222222222222;test;0.0632086383166667;3;3;24;3;3;35;binomial
vowel;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969842976907244;train;15.43417142835;6;13;158;12;13;693;multinomial
vowel;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964817795428417;test;15.43417142835;6;13;158;12;13;693;multinomial
631_fri_c1_500_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805062598796863;train;0.215933038333333;7;25;324;5;5;350;continuous
631_fri_c1_500_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125173503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876922640723781;test;0.215933038333333;7;25;324;5;5;350;continuous
collins;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999477867140911;train;3.047409795;7;240;494;1;20;340;multinomial
collins;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999643874643875;test;3.047409795;7;240;494;1;20;340;multinomial
633_fri_c0_500_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125124417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491219470556387;train;2.15964279166667;8;50;360;14;25;350;continuous
633_fri_c0_500_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125124417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510555891018139;test;2.15964279166667;8;50;360;14;25;350;continuous
574_house_16H;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520672922562883;train;1.93554187333333;3;160;326;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503607558814659;test;1.93554187333333;3;160;326;15;15;15949;continuous
glass;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992935355960566;train;0.706800715;3;160;326;5;9;144;multinomial
glass;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888480158730159;test;0.706800715;3;160;326;5;9;144;multinomial
230_machine_cpu;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.223533624350088;train;0.659458343316667;9;12;232;6;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.2861024377263;test;0.659458343316667;9;12;232;6;6;147;continuous
pima;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817586143695015;train;0.454690625;9;32;408;5;8;538;binomial
pima;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851433750823995;test;0.454690625;9;32;408;5;8;538;binomial
1595_poker;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125102157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816118009173436;train;4.18437337166667;6;50;292;9;10;717507;continuous
1595_poker;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125102157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815026187622278;test;4.18437337166667;6;50;292;9;10;717507;continuous
522_pm10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846410319567462;train;1.15102248166667;8;14;216;7;7;350;continuous
522_pm10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827570361656045;test;1.15102248166667;8;14;216;7;7;350;continuous
658_fri_c3_250_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838833974601201;train;0.675160348333333;3;48;150;13;25;175;continuous
658_fri_c3_250_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832392532103;test;0.675160348333333;3;48;150;13;25;175;continuous
nikuradse_1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0567272639242724;train;0.593001618333333;3;160;326;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0606574189451225;test;0.593001618333333;3;160;326;2;2;254;continuous
coil2000;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.716175133683949;train;8.74986160333333;13;360;746;2;59;6876;binomial
coil2000;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.709427767354597;test;8.74986160333333;13;360;746;2;59;6876;binomial
626_fri_c2_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820279512566626;train;1.63423532666667;5;92;234;17;50;350;continuous
626_fri_c2_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869416997664642;test;1.63423532666667;5;92;234;17;50;350;continuous
segmentation;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999465967445575;train;1.43490973833333;3;160;326;10;13;1617;multinomial
segmentation;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997971366210286;test;1.43490973833333;3;160;326;10;13;1617;multinomial
547_no2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438922468088403;train;2.52440413666667;11;313;648;7;7;350;continuous
547_no2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.59777784222644;test;2.52440413666667;11;313;648;7;7;350;continuous
appendicitis;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899882903981265;train;1.42875584333333;9;280;578;2;4;75;binomial
appendicitis;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913690476190476;test;1.42875584333333;9;280;578;2;4;75;binomial
1030_ERA;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758884772876113;train;0.422207301666667;7;8;124;4;4;700;continuous
1030_ERA;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753086906693844;test;0.422207301666667;7;8;124;4;4;700;continuous
shuttle;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.806259649097803;train;41.03393963;1;8;24;3;8;40600;multinomial
shuttle;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.795469271679463;test;41.03393963;1;8;24;3;8;40600;multinomial
659_sleuth_ex1714;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125200914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.389849805761718;train;0.037885695;3;2;16;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125200914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.367358794603194;test;0.037885695;3;2;16;1;1;33;continuous
analcatdata_boxing1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.749005305039788;train;2.36811329666667;19;414;866;1;3;84;binomial
analcatdata_boxing1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.6796875;test;2.36811329666667;19;414;866;1;3;84;binomial
597_fri_c2_500_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816454351741188;train;0.117311705;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838016743992169;test;0.117311705;3;25;156;5;5;350;continuous
banana;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.55428563037365;train;0.120251073333333;3;2;16;2;2;3710;binomial
banana;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535176944776461;test;0.120251073333333;3;2;16;2;2;3710;binomial
1191_BNG_pbc;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794974832726649;train;4.906362835;7;90;344;18;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793994245503458;test;4.906362835;7;90;344;18;18;700000;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791856254091905;train;1.26008609333333;6;220;452;22;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881641008694948;test;1.26008609333333;6;220;452;22;50;350;continuous
agaricus_lepiota;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.261567681666667;3;32;70;20;20;5702;binomial
agaricus_lepiota;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.261567681666667;3;32;70;20;20;5702;binomial
195_auto_price;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261738463969463;train;3.89320186;20;500;1040;3;10;112;continuous
195_auto_price;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332933739060661;test;3.89320186;20;500;1040;3;10;112;continuous
hypothyroid;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945268784276607;train;1.41354431166667;17;80;754;8;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935733581530499;test;1.41354431166667;17;80;754;8;20;2215;binomial
breast;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.196501716666667;3;36;158;9;9;490;binomial
breast;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977912808641975;test;0.196501716666667;3;36;158;9;9;490;binomial
218_house_8L;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350743175998958;train;30.0943774733167;6;240;452;8;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363558867382656;test;30.0943774733167;6;240;452;8;8;15949;continuous
wine_quality_white;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.717510882467192;train;0.381378398333333;7;11;162;9;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.677544915656196;test;0.381378398333333;7;11;162;9;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125183440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891602946088578;train;9.639328685;20;420;880;7;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125183440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.765710752931367;test;9.639328685;20;420;880;7;11;3429;multinomial
page_blocks;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992009385304309;train;3.08842346333333;7;240;494;6;7;3832;multinomial
page_blocks;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979752018216736;test;3.08842346333333;7;240;494;6;7;3832;multinomial
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.221115563326197;train;0.0737936066833333;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.198601037380928;test;0.0737936066833333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.231271125286409;train;0.08979223165;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.176623027438639;test;0.08979223165;3;15;120;3;3;333;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279951311590823;train;1.215435425;6;220;452;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405676314397432;test;1.215435425;6;220;452;5;5;70;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793180869180404;train;0.16284791;3;85;176;14;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845720589182277;test;0.16284791;3;85;176;14;25;700;continuous
wine_quality_red;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125105710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951237485598911;train;5.86883855;20;417;874;4;11;1120;multinomial
wine_quality_red;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125105710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.809175017105196;test;5.86883855;20;417;874;4;11;1120;multinomial
lupus;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826659038901602;train;0.54487531;3;160;326;2;2;61;binomial
lupus;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898809523809524;test;0.54487531;3;160;326;2;2;61;binomial
519_vinnie;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125181808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483780251814884;train;0.930071063333333;3;160;326;2;2;266;continuous
519_vinnie;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125181808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458686681025387;test;0.930071063333333;3;160;326;2;2;266;continuous
522_pm10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837850899322337;train;0.327971675;6;35;280;6;7;350;continuous
522_pm10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831479197211014;test;0.327971675;6;35;280;6;7;350;continuous
adult;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923910934202511;train;31.9369805333333;9;280;578;11;12;34190;binomial
adult;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906468933599379;test;31.9369805333333;9;280;578;11;12;34190;binomial
vowel;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97355216438372;train;0.750130223333333;14;13;372;11;13;693;multinomial
vowel;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962754226301151;test;0.750130223333333;14;13;372;11;13;693;multinomial
201_pol;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469043422617159;train;19.8301135083333;3;50;146;26;26;10500;continuous
201_pol;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470963038395249;test;19.8301135083333;3;50;146;26;26;10500;continuous
665_sleuth_case2002;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787233654883376;train;0.43706115835;10;30;460;2;6;103;continuous
665_sleuth_case2002;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.693538967393903;test;0.43706115835;10;30;460;2;6;103;continuous
penguins;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999131944444444;train;0.732181989983333;3;160;326;5;7;241;multinomial
penguins;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999305555555556;test;0.732181989983333;3;160;326;5;7;241;multinomial
611_fri_c3_100_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.732184285154365;train;0.35219456;9;8;156;4;4;70;continuous
611_fri_c3_100_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.982989142745282;test;0.35219456;9;8;156;4;4;70;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917312534464439;train;17.1314645216667;15;320;670;6;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915256064545131;test;17.1314645216667;15;320;670;6;9;81648;continuous
609_fri_c0_1000_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.477411012002003;train;0.106461746666667;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48993229388597;test;0.106461746666667;3;25;156;5;5;700;continuous
prnn_synth;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938675548589342;train;0.635033221666667;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938122332859175;test;0.635033221666667;3;160;326;2;2;175;binomial
sleep;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126110737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905517647991856;train;41.3341179116667;2;140;284;10;13;74136;multinomial
sleep;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126110737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898295537014808;test;41.3341179116667;2;140;284;10;13;74136;multinomial
pima;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850758413166298;train;0.352619991666667;6;32;284;8;8;538;binomial
pima;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.819063926940639;test;0.352619991666667;6;32;284;8;8;538;binomial
dis;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780640026807406;train;1.82231749666667;6;204;420;22;25;2641;binomial
dis;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633973786118558;test;1.82231749666667;6;204;420;22;25;2641;binomial
letter;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980884860117707;train;11.4732451816667;3;160;326;16;16;14000;multinomial
letter;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978112776966422;test;11.4732451816667;3;160;326;16;16;14000;multinomial
hypothyroid;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997021990825613;train;1.418848455;3;160;326;5;20;2215;binomial
hypothyroid;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939905393229502;test;1.418848455;3;160;326;5;20;2215;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52730199256258;train;0.0325130616666667;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.462968607131972;test;0.0325130616666667;3;4;32;1;1;849;binomial
603_fri_c0_250_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125181057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353756713098911;train;2.90120670166667;16;414;860;36;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125181057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.591851986246884;test;2.90120670166667;16;414;860;36;50;175;continuous
haberman;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.713940648723257;train;0.594456431666667;3;160;326;3;3;215;binomial
haberman;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.67650462962963;test;0.594456431666667;3;160;326;3;3;215;binomial
dis;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839550010663255;train;2.17684869166667;20;100;880;24;25;2641;binomial
dis;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.66468562996967;test;2.17684869166667;20;100;880;24;25;2641;binomial
658_fri_c3_250_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421272538862095;train;0.619124135;3;160;326;2;24;175;continuous
658_fri_c3_250_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522885851219265;test;0.619124135;3;160;326;2;24;175;continuous
1191_BNG_pbc;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780036456399787;train;4.83873204166667;7;90;344;18;18;700000;continuous
1191_BNG_pbc;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779261330140027;test;4.83873204166667;7;90;344;18;18;700000;continuous
yeast;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871820638155977;train;0.2280536;7;8;120;5;8;1036;multinomial
yeast;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868022350958908;test;0.2280536;7;8;120;5;8;1036;multinomial
analcatdata_japansolvent;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932352941176471;train;0.197709421666667;8;12;214;3;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.625;test;0.197709421666667;8;12;214;3;3;37;binomial
626_fri_c2_500_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267291701796215;train;3.01166749;12;308;640;12;50;350;continuous
626_fri_c2_500_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395526774901984;test;3.01166749;12;308;640;12;50;350;continuous
breast_cancer;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.763402181480622;train;3.32934206166667;20;500;1040;5;9;201;binomial
breast_cancer;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.689691444600281;test;3.32934206166667;20;500;1040;5;9;201;binomial
593_fri_c1_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813834414714887;train;1.321966575;6;20;250;9;10;700;continuous
593_fri_c1_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843119841543117;test;1.321966575;6;20;250;9;10;700;continuous
analcatdata_germangss;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731156028036935;train;0.123491281666667;8;5;84;1;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707431333389348;test;0.123491281666667;8;5;84;1;5;280;multinomial
hungarian;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921648408972353;train;1.35926227833333;7;240;494;3;12;206;binomial
hungarian;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861455525606469;test;1.35926227833333;7;240;494;3;12;206;binomial
vehicle;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914295967336197;train;1.46980068833333;6;204;420;12;13;593;multinomial
vehicle;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920589334113017;test;1.46980068833333;6;204;420;12;13;593;multinomial
pendigits;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999592631474426;train;6.10491901666667;3;160;326;15;16;7695;multinomial
pendigits;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998929736285305;test;6.10491901666667;3;160;326;15;16;7695;multinomial
haberman;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712790430181735;train;0.07119463;3;12;80;1;3;215;binomial
haberman;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.679108796296296;test;0.07119463;3;12;80;1;3;215;binomial
allrep;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943952849237145;train;3.66782117666667;12;244;512;8;24;2641;multinomial
allrep;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949680641111817;test;3.66782117666667;12;244;512;8;24;2641;multinomial
712_chscase_geyser1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40306714806259;train;0.618877693333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.523972972068325;test;0.618877693333333;3;160;326;1;2;156;continuous
adult;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920676066884332;train;35.1865799116667;5;200;410;12;12;34190;binomial
adult;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911268051945675;test;35.1865799116667;5;200;410;12;12;34190;binomial
cars;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82770039444761;train;0.2128606;13;6;162;4;6;275;multinomial
cars;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859190359190359;test;0.2128606;13;6;162;4;6;275;multinomial
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840341989860343;train;0.328389223333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858981308324971;test;0.328389223333333;3;10;72;5;5;700;continuous
594_fri_c2_100_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863811760744662;train;0.27079911;5;10;116;2;5;70;continuous
594_fri_c2_100_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88585625215831;test;0.27079911;5;10;116;2;5;70;continuous
687_sleuth_ex1605;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.667619933884495;train;0.392776578333333;7;10;146;5;5;44;continuous
687_sleuth_ex1605;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.601813605479028;test;0.392776578333333;7;10;146;5;5;44;continuous
651_fri_c0_100_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.69698244311268;train;1.90581762;11;304;630;12;25;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.625285256128504;test;1.90581762;11;304;630;12;25;70;continuous
643_fri_c2_500_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875800039418917;train;3.57362385333333;11;50;486;20;25;350;continuous
643_fri_c2_500_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888128193004316;test;3.57362385333333;11;50;486;20;25;350;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.727293500899794;train;0.280334029983333;9;8;156;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.927481576866666;test;0.280334029983333;9;8;156;4;4;70;continuous
644_fri_c4_250_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770923508019839;train;0.96116753165;13;120;606;12;24;175;continuous
644_fri_c4_250_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.899235824417815;test;0.96116753165;13;120;606;12;24;175;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.229427824643409;train;0.283771091666667;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.245089909571509;test;0.283771091666667;3;6;48;3;3;333;continuous
522_pm10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125182430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.566457836364907;train;0.786907423333333;3;160;326;7;7;350;continuous
522_pm10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125182430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.747707352270116;test;0.786907423333333;3;160;326;7;7;350;continuous
texture;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999797822084462;train;6.71606441833333;5;184;378;10;12;3850;multinomial
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1595_poker;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814572990891976;train;28.1573991483333;3;160;326;5;10;717507;continuous
1595_poker;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81327696442549;test;28.1573991483333;3;160;326;5;10;717507;continuous
horse_colic;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900233523611832;train;2.25852769;9;280;578;5;22;258;binomial
horse_colic;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858193277310924;test;2.25852769;9;280;578;5;22;258;binomial
glass2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805860805860806;train;1.89600415833333;20;315;670;6;8;115;binomial
glass2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.763888888888889;test;1.89600415833333;20;315;670;6;8;115;binomial
529_pollen;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125153644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445855553126545;train;1.71007405333333;5;200;410;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125153644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451298928690483;test;1.71007405333333;5;200;410;4;4;2694;continuous
522_pm10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836937034770626;train;1.39618637166667;8;14;236;4;7;350;continuous
522_pm10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843586721788808;test;1.39618637166667;8;14;236;4;7;350;continuous
mfeat_karhunen;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997587712560997;train;4.08139887333333;7;240;494;38;64;1400;multinomial
mfeat_karhunen;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998092758567953;test;4.08139887333333;7;240;494;38;64;1400;multinomial
195_auto_price;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208146742234733;train;2.537830945;14;380;788;8;10;112;continuous
195_auto_price;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272883732273009;test;2.537830945;14;380;788;8;10;112;continuous
prnn_fglass;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918204130074231;train;0.63550739;3;160;326;2;9;144;multinomial
prnn_fglass;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880336956521739;test;0.63550739;3;160;326;2;9;144;multinomial
penguins;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999676505774067;train;0.694077398333333;3;160;326;5;7;241;multinomial
penguins;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.694077398333333;3;160;326;5;7;241;multinomial
583_fri_c1_1000_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828038993051816;train;1.29559550831667;5;200;410;18;50;700;continuous
583_fri_c1_1000_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822363259836984;test;1.29559550831667;5;200;410;18;50;700;continuous
buggyCrx;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939774801143211;train;2.88330679;9;13;240;5;13;483;binomial
buggyCrx;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85660395845581;test;2.88330679;9;13;240;5;13;483;binomial
analcatdata_bankruptcy;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996732026143791;train;0.209856071666667;3;112;230;4;4;35;binomial
analcatdata_bankruptcy;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910714285714286;test;0.209856071666667;3;112;230;4;4;35;binomial
503_wind;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457112343166961;train;3.071011555;8;28;326;14;14;4602;continuous
503_wind;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455500867233273;test;3.071011555;8;28;326;14;14;4602;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124190801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519149025640042;train;0.905421231666667;3;160;326;11;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124190801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.54189895107688;test;0.905421231666667;3;160;326;11;25;700;continuous
satimage;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981481332895986;train;0.949417408333333;7;25;304;18;25;4505;multinomial
satimage;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976179437829088;test;0.949417408333333;7;25;304;18;25;4505;multinomial
analcatdata_creditscore;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.261083891666667;3;112;230;4;6;70;binomial
analcatdata_creditscore;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.261083891666667;3;112;230;4;6;70;binomial
analcatdata_boxing2;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.873931623931624;train;0.640790491666667;3;160;326;1;3;93;binomial
analcatdata_boxing2;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929144385026738;test;0.640790491666667;3;160;326;1;3;93;binomial
dermatology;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.18095711;3;160;326;23;25;257;multinomial
dermatology;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997912280701754;test;1.18095711;3;160;326;23;25;257;multinomial
magic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843410737020857;train;2.00218031;3;9;62;9;9;13314;binomial
magic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83675392749641;test;2.00218031;3;9;62;9;9;13314;binomial
collins;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;3.70834873333333;9;280;578;1;20;340;multinomial
collins;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;3.70834873333333;9;280;578;1;20;340;multinomial
527_analcatdata_election2000;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188376053156022;train;0.646371815;3;160;326;1;3;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.550527561614784;test;0.646371815;3;160;326;1;3;47;continuous
analcatdata_japansolvent;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888235294117647;train;0.20921844;3;112;230;1;5;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.767857142857143;test;0.20921844;3;112;230;1;5;37;binomial
vehicle;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998093842779188;train;2.8916094;20;333;706;13;13;593;multinomial
vehicle;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918982797596144;test;2.8916094;20;333;706;13;13;593;multinomial
backache;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884433962264151;train;1.99557070166667;7;240;494;29;32;126;binomial
backache;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.583673469387755;test;1.99557070166667;7;240;494;29;32;126;binomial
634_fri_c2_100_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414300461072962;train;0.642943121666667;3;160;326;2;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.561588739354649;test;0.642943121666667;3;160;326;2;9;70;continuous
595_fri_c0_1000_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204046412399938;train;3.64131938166667;14;348;724;5;10;700;continuous
595_fri_c0_1000_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368751891688771;test;3.64131938166667;14;348;724;5;10;700;continuous
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963815789473684;train;0.465413218316667;3;144;294;1;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907407407407407;test;0.465413218316667;3;144;294;1;3;35;binomial
collins;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.241842328333333;3;20;102;1;20;340;multinomial
collins;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.241842328333333;3;20;102;1;20;340;multinomial
pendigits;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997844652487377;train;31.4324637266833;2;16;68;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997008724186543;test;31.4324637266833;2;16;68;16;16;7695;multinomial
589_fri_c2_1000_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170902661532923;train;4.72380181666667;13;360;746;5;25;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290753005285078;test;4.72380181666667;13;360;746;5;25;700;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829939916479687;train;2.883540605;10;50;444;6;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823351181493218;test;2.883540605;10;50;444;6;25;350;continuous
wine_quality_white;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636658414205012;train;5.51422339166667;6;11;122;1;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.606050530845922;test;5.51422339166667;6;11;122;1;11;3429;multinomial
hypothyroid;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9996781631672;train;1.81503047333333;3;160;326;18;20;2215;binomial
hypothyroid;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964554640236839;test;1.81503047333333;3;160;326;18;20;2215;binomial
651_fri_c0_100_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479185758170271;train;0.739515588333333;6;50;276;25;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.583010327049874;test;0.739515588333333;6;50;276;25;25;70;continuous
1030_ERA;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.745793204967153;train;1.21050293666667;20;253;546;3;4;700;continuous
1030_ERA;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810070852628203;test;1.21050293666667;20;253;546;3;4;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25111793842351;train;2.36331044;5;200;410;3;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400824428870549;test;2.36331044;5;200;410;3;50;700;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819627126406569;train;1.68718188335;7;240;494;8;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859791186160071;test;1.68718188335;7;240;494;8;25;350;continuous
665_sleuth_case2002;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125131058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.640565602150066;train;0.867157803333333;3;160;326;5;6;103;continuous
665_sleuth_case2002;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125131058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783386764481316;test;0.867157803333333;3;160;326;5;6;103;continuous
599_fri_c2_1000_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125095332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80999004660777;train;0.12097016165;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125095332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809340837186622;test;0.12097016165;3;25;156;5;5;700;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474823387356727;train;0.660378255;9;203;438;36;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.500511242762684;test;0.660378255;9;203;438;36;50;175;continuous
hypothyroid;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942040852908346;train;6.0972622;12;20;398;18;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893647831123697;test;6.0972622;12;20;398;18;20;2215;binomial
wine_quality_red;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805380714225342;train;0.465470926666667;13;11;290;7;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742318373104781;test;0.465470926666667;13;11;290;7;11;1120;multinomial
wdbc;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124183051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99607127636906;train;0.815828363333333;3;160;326;10;22;399;binomial
wdbc;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124183051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982575757575758;test;0.815828363333333;3;160;326;10;22;399;binomial
607_fri_c4_1000_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820120409350166;train;0.692085415;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870294972785401;test;0.692085415;3;160;326;5;50;700;continuous
yeast;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885478508044417;train;14.27013272;16;8;264;8;8;1036;multinomial
yeast;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881085390513856;test;14.27013272;16;8;264;8;8;1036;multinomial
604_fri_c4_500_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197228847995108;train;1.77953286666667;11;317;656;5;10;350;continuous
604_fri_c4_500_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335520336323411;test;1.77953286666667;11;317;656;5;10;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125194654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806560408781107;train;0.212925865;3;90;186;5;50;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125194654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.774346049304024;test;0.212925865;3;90;186;5;50;350;continuous
505_tecator;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0729998653206218;train;0.189114678333333;3;84;186;14;18;168;continuous
505_tecator;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0916661400658123;test;0.189114678333333;3;84;186;14;18;168;continuous
spectf;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97776562784764;train;2.28972397166667;11;320;662;36;44;245;binomial
spectf;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894607843137255;test;2.28972397166667;11;320;662;36;44;245;binomial
mfeat_zernike;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125110122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990286743401017;train;0.659129705;5;32;222;26;32;1400;multinomial
mfeat_zernike;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125110122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963916222280867;test;0.659129705;5;32;222;26;32;1400;multinomial
1089_USCrime;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470487071794079;train;0.097739405;3;4;32;1;2;33;continuous
1089_USCrime;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444409401672068;test;0.097739405;3;4;32;1;2;33;continuous
breast;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995511363636364;train;0.598722968316667;3;9;60;7;9;490;binomial
breast;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987943672839506;test;0.598722968316667;3;9;60;7;9;490;binomial
597_fri_c2_500_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812949418086559;train;0.168625386666667;3;10;72;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876925742109973;test;0.168625386666667;3;10;72;5;5;350;continuous
647_fri_c1_250_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79325727771857;train;1.28875234666667;5;200;410;3;10;175;continuous
647_fri_c1_250_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91313853864203;test;1.28875234666667;5;200;410;3;10;175;continuous
542_pollution;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.46001726742884;train;1.94205371;10;300;620;2;10;42;continuous
542_pollution;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.722919022199093;test;1.94205371;10;300;620;2;10;42;continuous
glass2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744897959183674;train;0.179813508333333;3;36;166;2;9;115;binomial
glass2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680776014109347;test;0.179813508333333;3;36;166;2;9;115;binomial
contraceptive;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737534624942511;train;1.60888620333333;5;200;410;5;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.7033192776698;test;1.60888620333333;5;200;410;5;9;1032;multinomial
687_sleuth_ex1605;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619510565164606;train;0.7285872;3;160;326;2;4;44;continuous
687_sleuth_ex1605;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.533001050698918;test;0.7285872;3;160;326;2;4;44;continuous
195_auto_price;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19074496683989;train;2.391764505;14;380;788;4;11;112;continuous
195_auto_price;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322744898746343;test;2.391764505;14;380;788;4;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.368704077495612;train;1.38343662666667;6;220;452;3;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.542869251357279;test;1.38343662666667;6;220;452;3;11;112;continuous
1191_BNG_pbc;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780234441244273;train;3.06034317666667;3;82;176;18;18;700000;continuous
1191_BNG_pbc;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778963075335634;test;3.06034317666667;3;82;176;18;18;700000;continuous
mfeat_factors;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973571366695378;train;0.937866738333333;7;77;306;4;135;1400;multinomial
mfeat_factors;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967091627033165;test;0.937866738333333;7;77;306;4;135;1400;multinomial
192_vineyard;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497370754388192;train;0.530656423333333;3;160;326;1;2;37;continuous
192_vineyard;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.630994695196108;test;0.530656423333333;3;160;326;1;2;37;continuous
schizo;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642022678153773;train;3.31828018165;14;13;340;2;13;238;multinomial
schizo;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.631515857709204;test;3.31828018165;14;13;340;2;13;238;multinomial
mfeat_factors;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999996611842442;train;4.82091551666667;5;200;410;83;132;1400;multinomial
mfeat_factors;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995894435267996;test;4.82091551666667;5;200;410;83;132;1400;multinomial
coil2000;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.726575929455443;train;3.21009716166667;10;132;460;3;59;6876;binomial
coil2000;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.672672414654372;test;3.21009716166667;10;132;460;3;59;6876;binomial
prnn_crabs;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999589743589744;train;0.080978905;3;12;96;3;3;140;binomial
prnn_crabs;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.080978905;3;12;96;3;3;140;binomial
657_fri_c2_250_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856543091346373;train;0.993568908333333;7;20;288;1;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875444630732957;test;0.993568908333333;7;20;288;1;10;175;continuous
vowel;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999912238272338;train;1.495283805;3;160;326;10;13;693;multinomial
vowel;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993964265461066;test;1.495283805;3;160;326;10;13;693;multinomial
649_fri_c0_500_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469963230230584;train;0.315769858333333;3;10;72;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446831562253164;test;0.315769858333333;3;10;72;5;5;350;continuous
horse_colic;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947723603487246;train;2.64390169166667;17;426;886;9;22;258;binomial
horse_colic;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85949098621421;test;2.64390169166667;17;426;886;9;22;258;binomial
hungarian;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871428571428572;train;0.724118103333333;3;160;326;6;12;206;binomial
hungarian;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921741452991453;test;0.724118103333333;3;160;326;6;12;206;binomial
mfeat_karhunen;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999973018185743;train;0.96839838;5;63;222;23;64;1400;multinomial
mfeat_karhunen;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972004350903741;test;0.96839838;5;63;222;23;64;1400;multinomial
601_fri_c1_250_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320666210716875;train;1.275085015;7;240;494;4;5;175;continuous
601_fri_c1_250_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492551839323987;test;1.275085015;7;240;494;4;5;175;continuous
192_vineyard;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.54448590258011;train;0.0450940333333333;3;2;16;1;1;37;continuous
192_vineyard;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844712393168661;test;0.0450940333333333;3;2;16;1;1;37;continuous
analcatdata_asbestos;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930555555555556;train;0.448090091666667;3;160;326;2;3;59;binomial
analcatdata_asbestos;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878571428571429;test;0.448090091666667;3;160;326;2;3;59;binomial
210_cloud;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230193639980896;train;1.15245621333333;7;240;494;5;5;76;continuous
210_cloud;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396735591932447;test;1.15245621333333;7;240;494;5;5;76;continuous
1096_FacultySalaries;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.407645457714366;train;1.52941935333333;8;260;536;1;2;35;continuous
1096_FacultySalaries;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452488681353559;test;1.52941935333333;8;260;536;1;2;35;continuous
segmentation;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99723206367231;train;2.681693695;6;214;440;9;14;1617;multinomial
segmentation;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996546112392546;test;2.681693695;6;214;440;9;14;1617;multinomial
wdbc;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.866202115;3;160;326;23;23;399;binomial
wdbc;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990839931687626;test;0.866202115;3;160;326;23;23;399;binomial
mfeat_zernike;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125120209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994671279331917;train;3.96421869833333;9;280;578;18;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125120209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974537559435322;test;3.96421869833333;9;280;578;18;32;1400;multinomial
503_wind;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125194914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466766285347378;train;3.370853825;7;28;288;13;14;4602;continuous
503_wind;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125194914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480544068204585;test;3.370853825;7;28;288;13;14;4602;continuous
626_fri_c2_500_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125144439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196447070280427;train;5.379573055;20;425;892;16;50;350;continuous
626_fri_c2_500_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125144439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382774763695096;test;5.379573055;20;425;892;16;50;350;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492633152984772;train;1.74279998666667;7;234;482;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507301381644874;test;1.74279998666667;7;234;482;5;5;175;continuous
ann_thyroid;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992894467790712;train;15.50027261;3;21;130;12;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982494177561469;test;15.50027261;3;21;130;12;21;5040;multinomial
609_fri_c0_1000_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485401932422944;train;0.156512498333333;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486428451585295;test;0.156512498333333;3;10;72;5;5;700;continuous
cmc;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.833856006136366;train;3.05942169;10;300;620;6;9;1032;multinomial
cmc;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.74492959059429;test;3.05942169;10;300;620;6;9;1032;multinomial
656_fri_c1_100_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832267356325492;train;0.835039774983333;3;160;326;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.03800541916573;test;0.835039774983333;3;160;326;5;5;70;continuous
cloud;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.112568251666667;7;6;88;0;6;76;multinomial
cloud;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.112568251666667;7;6;88;0;6;76;multinomial
611_fri_c3_100_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125132924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767849997495869;train;0.423386851666667;12;8;204;3;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125132924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.07365523318503;test;0.423386851666667;12;8;204;3;4;70;continuous
712_chscase_geyser1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.464324424492888;train;0.695794935;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452829532661626;test;0.695794935;3;160;326;1;2;156;continuous
saheart;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832776063100137;train;1.67615481333333;9;280;578;9;9;324;binomial
saheart;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.713886404293381;test;1.67615481333333;9;280;578;9;9;324;binomial
230_machine_cpu;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.229184856850563;train;0.333809913333333;7;30;330;6;6;147;continuous
230_machine_cpu;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.230196959213987;test;0.333809913333333;7;30;330;6;6;147;continuous
mnist;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.665826831625356;train;31.5970857583333;6;125;262;111;654;49000;multinomial
mnist;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.662356490138199;test;31.5970857583333;6;125;262;111;654;49000;multinomial
641_fri_c1_500_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835229304966384;train;1.50023484333333;9;20;374;9;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820630642688342;test;1.50023484333333;9;20;374;9;10;350;continuous
Hill_Valley_without_noise;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.464472951666667;3;112;230;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.464472951666667;3;112;230;1;1;849;binomial
optdigits;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124180625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999229648028783;train;47.5316349966667;3;50;138;42;59;3934;multinomial
optdigits;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124180625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998532916053558;test;47.5316349966667;3;50;138;42;59;3934;multinomial
spambase;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980173357972392;train;3.71710537833333;9;264;546;55;55;3221;binomial
spambase;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978092047829863;test;3.71710537833333;9;264;546;55;55;3221;binomial
texture;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999914190594022;train;27.2988479983333;3;12;74;12;12;3850;multinomial
texture;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999851923510338;test;27.2988479983333;3;12;74;12;12;3850;multinomial
592_fri_c4_1000_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828655117784594;train;0.186853536666667;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821038983705124;test;0.186853536666667;3;85;176;5;25;700;continuous
analcatdata_lawsuit;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974955277280859;train;0.540491136666667;3;160;326;3;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981735159817352;test;0.540491136666667;3;160;326;3;4;185;binomial
529_pollen;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125151642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439393860988196;train;0.169440213333333;3;8;60;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125151642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458384511654301;test;0.169440213333333;3;8;60;4;4;2694;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466584212733209;train;1.435098395;5;200;410;9;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50851106050746;test;1.435098395;5;200;410;9;10;700;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.900139308923204;train;0.408103723333333;6;150;312;2;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.907186736645679;test;0.408103723333333;6;150;312;2;50;350;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125094224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606724996851622;train;6.63443253833333;6;45;292;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125094224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.6059392964616;test;6.63443253833333;6;45;292;9;9;21773;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4634936031415;train;1.23223859166667;5;200;410;23;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.59506939384007;test;1.23223859166667;5;200;410;23;25;70;continuous
diabetes;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841512901002986;train;0.514169901666667;11;32;484;7;8;538;binomial
diabetes;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843537414965986;test;0.514169901666667;11;32;484;7;8;538;binomial
profb;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.671128725684475;train;0.869086643333333;3;160;326;2;9;471;binomial
profb;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.610830527497194;test;0.869086643333333;3;160;326;2;9;471;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895408163265306;train;0.363117488333333;7;28;316;3;7;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972222222222222;test;0.363117488333333;7;28;316;3;7;65;binomial
analcatdata_lawsuit;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997591522157996;train;0.179403871666667;5;16;184;3;4;185;binomial
analcatdata_lawsuit;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.179403871666667;5;16;184;3;4;185;binomial
547_no2;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.651303064650584;train;1.33375425666667;6;220;452;6;7;350;continuous
547_no2;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713836111712859;test;1.33375425666667;6;220;452;6;7;350;continuous
dis;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829579867775645;train;2.47420966666667;10;268;556;25;25;2641;binomial
dis;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125205907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677576030822199;test;2.47420966666667;10;268;556;25;25;2641;binomial
nikuradse_1;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.198318095678428;train;0.88395422;5;184;378;1;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.189206013809631;test;0.88395422;5;184;378;1;2;254;continuous
522_pm10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124192553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8297695001014;train;0.422077536666667;7;35;332;6;7;350;continuous
522_pm10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124192553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855080517451757;test;0.422077536666667;7;35;332;6;7;350;continuous
646_fri_c3_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810901511053649;train;1.96581914833333;7;240;494;7;9;350;continuous
646_fri_c3_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851781954834997;test;1.96581914833333;7;240;494;7;9;350;continuous
tokyo1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.660460311358832;train;1.97826339001667;5;21;200;14;21;672;binomial
tokyo1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.646752837326608;test;1.97826339001667;5;21;200;14;21;672;binomial
1196_BNG_pharynx;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.666219450542874;train;264.352938218333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.666585226945563;test;264.352938218333;0;100;200;5;10;700000;continuous
analcatdata_happiness;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709821428571429;train;0.101147398333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638888888888889;test;0.101147398333333;3;3;24;1;3;42;multinomial
547_no2;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422624507337711;train;1.70409374833333;8;260;536;7;7;350;continuous
547_no2;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.597409803824025;test;1.70409374833333;8;260;536;7;7;350;continuous
allbp;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982908653011746;train;2.395010415;3;160;326;12;25;2641;multinomial
allbp;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979551387050209;test;2.395010415;3;160;326;12;25;2641;multinomial
604_fri_c4_500_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827471829136358;train;0.940563841666667;3;160;326;6;10;350;continuous
604_fri_c4_500_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835217843454436;test;0.940563841666667;3;160;326;6;10;350;continuous
banana;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550775714589896;train;0.144309288333333;7;2;32;2;2;3710;binomial
banana;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.532856829698753;test;0.144309288333333;7;2;32;2;2;3710;binomial
1096_FacultySalaries;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265330882665837;train;0.650885988333333;3;160;326;2;2;35;continuous
1096_FacultySalaries;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.628711031508202;test;0.650885988333333;3;160;326;2;2;35;continuous
analcatdata_boxing2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678300094966762;train;0.0826471249833333;3;3;24;1;3;93;binomial
analcatdata_boxing2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693850267379679;test;0.0826471249833333;3;3;24;1;3;93;binomial
1089_USCrime;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.526225639675638;train;0.543736065;3;160;326;2;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.778267531711182;test;0.543736065;3;160;326;2;3;33;continuous
678_visualizing_environmental;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45895650301452;train;0.913020186666667;5;200;410;2;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.785217303280962;test;0.913020186666667;5;200;410;2;3;78;continuous
613_fri_c3_250_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.776512780918781;train;0.139776525;3;25;156;5;5;175;continuous
613_fri_c3_250_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885038610130006;test;0.139776525;3;25;156;5;5;175;continuous
195_auto_price;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.334683397939193;train;0.505964888333333;3;160;326;7;10;112;continuous
195_auto_price;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329925193717965;test;0.505964888333333;3;160;326;7;10;112;continuous
texture;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997155004160791;train;4.45213413833333;6;220;452;7;12;3850;multinomial
texture;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993300580149837;test;4.45213413833333;6;220;452;7;12;3850;multinomial
1089_USCrime;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439833311694704;train;1.37085190833333;8;260;536;8;8;33;continuous
1089_USCrime;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.286984481556186;test;1.37085190833333;8;260;536;8;8;33;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125181924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299193172426889;train;0.692314591666667;4;180;368;0;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125181924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235197159826285;test;0.692314591666667;4;180;368;0;3;333;continuous
agaricus_lepiota;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;5.338351275;3;160;326;20;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;5.338351275;3;160;326;20;20;5702;binomial
analcatdata_boxing1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912466843501326;train;0.615686653333333;3;160;326;1;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8609375;test;0.615686653333333;3;160;326;1;3;84;binomial
schizo;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.632999773021089;train;2.82119361666667;12;340;704;4;13;238;multinomial
schizo;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551858994964106;test;2.82119361666667;12;340;704;4;13;238;multinomial
dermatology;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999791666666667;train;1.03047816;3;160;326;22;25;257;multinomial
dermatology;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999439775910364;test;1.03047816;3;160;326;22;25;257;multinomial
606_fri_c2_1000_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227426544054634;train;0.675733345;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312094421360863;test;0.675733345;3;160;326;5;10;700;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713820887777305;train;1.50579577333333;6;18;230;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.703717237091505;test;1.50579577333333;6;18;230;9;9;12248;continuous
collins;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991293535082355;train;14.3889122916667;5;20;174;2;20;340;multinomial
collins;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9933144312952;test;14.3889122916667;5;20;174;2;20;340;multinomial
breast_cancer_wisconsin;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992279451463125;train;0.633818618333333;3;160;326;10;23;399;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989450549450549;test;0.633818618333333;3;160;326;10;23;399;binomial
598_fri_c0_1000_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.529674708576621;train;0.60435602;3;50;146;10;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.532309384136209;test;0.60435602;3;50;146;10;25;700;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661875095232554;train;237.828033040017;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662698934836653;test;237.828033040017;0;100;200;5;10;700000;continuous
561_cpu;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.122772845453278;train;0.673749221666667;5;14;156;7;7;147;continuous
561_cpu;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.186379043994809;test;0.673749221666667;5;14;156;7;7;147;continuous
heart_statlog;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931234371448056;train;0.21232596;3;51;174;5;13;189;binomial
heart_statlog;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836609336609337;test;0.21232596;3;51;174;5;13;189;binomial
mfeat_fourier;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987061981276439;train;30.1065577566667;2;46;96;55;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976182811413438;test;30.1065577566667;2;46;96;55;76;1400;multinomial
1199_BNG_echoMonths;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.711346914830587;train;1.38342874333333;5;18;196;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.70820426288654;test;1.38342874333333;5;18;196;9;9;12248;continuous
clean1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975954532206354;train;2.09952080168333;8;228;472;75;92;334;binomial
clean1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873304998988059;test;2.09952080168333;8;228;472;75;92;334;binomial
analcatdata_happiness;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893105158730159;train;0.69974238;3;160;326;2;3;42;multinomial
analcatdata_happiness;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701388888888889;test;0.69974238;3;160;326;2;3;42;multinomial
666_rmftsa_ladata;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.577648105807625;train;1.09707696;15;50;670;7;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496143810292255;test;1.09707696;15;50;670;7;10;356;continuous
573_cpu_act;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125135546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.263015902100731;train;0.717618111666667;3;29;132;2;17;5735;continuous
573_cpu_act;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125135546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.270501003356778;test;0.717618111666667;3;29;132;2;17;5735;continuous
Hill_Valley_without_noise;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.392920351666667;3;128;262;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.392920351666667;3;128;262;1;1;849;binomial
penguins;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.06367334;3;7;50;5;7;241;multinomial
penguins;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.06367334;3;7;50;5;7;241;multinomial
618_fri_c3_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829801087267026;train;0.7866741;3;160;326;10;50;700;continuous
618_fri_c3_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889778296727923;test;0.7866741;3;160;326;10;50;700;continuous
banana;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545728026314824;train;0.0777754816666667;3;8;64;2;2;3710;binomial
banana;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527120545179041;test;0.0777754816666667;3;8;64;2;2;3710;binomial
582_fri_c1_500_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211169599639698;train;3.51600740833333;15;396;822;5;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.351654616028277;test;3.51600740833333;15;396;822;5;25;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446000737793429;train;2.16391484835;20;316;672;42;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518119546872611;test;2.16391484835;20;316;672;42;50;350;continuous
1199_BNG_echoMonths;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.714817416757621;train;0.509710271666667;3;18;124;8;9;12248;continuous
1199_BNG_echoMonths;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.711235524690237;test;0.509710271666667;3;18;124;8;9;12248;continuous
breast_cancer_wisconsin;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995520805724887;train;0.173554156666667;3;76;166;11;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996305418719212;test;0.173554156666667;3;76;166;11;22;399;binomial
618_fri_c3_1000_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828107559982461;train;0.218224293333333;3;90;186;10;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891114897895792;test;0.218224293333333;3;90;186;10;50;700;continuous
breast_cancer;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776973083941606;train;0.723439488333333;3;160;326;9;9;201;binomial
breast_cancer;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.649553571428571;test;0.723439488333333;3;160;326;9;9;201;binomial
604_fri_c4_500_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86324722949077;train;0.362135898333333;3;20;132;8;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853007643266759;test;0.362135898333333;3;20;132;8;10;350;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785828434018448;train;0.369854608333333;7;50;334;9;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836047364301157;test;0.369854608333333;7;50;334;9;10;175;continuous
heart_statlog;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935780859286201;train;1.58514878333333;11;13;288;6;13;189;binomial
heart_statlog;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865479115479116;test;1.58514878333333;11;13;288;6;13;189;binomial
collins;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.80705599;9;20;282;1;20;340;multinomial
collins;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.80705599;9;20;282;1;20;340;multinomial
574_house_16H;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493792910272462;train;0.490671226666667;7;75;344;15;15;15949;continuous
574_house_16H;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481335428720269;test;0.490671226666667;7;75;344;15;15;15949;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492103965218651;train;1.899649455;11;256;534;9;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485859111379831;test;1.899649455;11;256;534;9;50;700;continuous
appendicitis;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82;train;0.102177625;3;16;100;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92;test;0.102177625;3;16;100;1;4;75;binomial
609_fri_c0_1000_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48487117675924;train;0.829462751666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492793513405251;test;0.829462751666667;3;160;326;5;5;700;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124165958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435945423901067;train;0.747447538333333;3;160;326;3;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124165958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.578534926738886;test;0.747447538333333;3;160;326;3;9;70;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455541926138488;train;0.352462396666667;5;130;270;22;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.548556111779257;test;0.352462396666667;5;130;270;22;50;175;continuous
228_elusage;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125154639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.422047558698393;train;0.901148688333333;3;160;326;1;1;39;continuous
228_elusage;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125154639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.352739170190574;test;0.901148688333333;3;160;326;1;1;39;continuous
labor;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997395833333333;train;0.772117188333333;12;60;544;3;15;40;binomial
labor;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.772117188333333;12;60;544;3;15;40;binomial
phoneme;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803894353271795;train;1.13170091498333;3;160;326;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799562448075325;test;1.13170091498333;3;160;326;5;5;3783;binomial
wdbc;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993966634272757;train;0.845554536666667;3;160;326;10;22;399;binomial
wdbc;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98021978021978;test;0.845554536666667;3;160;326;10;22;399;binomial
663_rabe_266;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.124494536873156;train;1.244837375;5;200;410;2;2;84;continuous
663_rabe_266;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.115264324950906;test;1.244837375;5;200;410;2;2;84;continuous
ionosphere;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963572604308309;train;4.67711537166667;9;32;368;30;32;246;binomial
ionosphere;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835055643879173;test;4.67711537166667;9;32;368;30;32;246;binomial
analcatdata_aids;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125181746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976973684210526;train;1.65998614666667;12;331;688;3;3;35;binomial
analcatdata_aids;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125181746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.537037037037037;test;1.65998614666667;12;331;688;3;3;35;binomial
heart_statlog;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955208570777297;train;1.17777880833333;7;240;494;10;13;189;binomial
heart_statlog;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831701346389229;test;1.17777880833333;7;240;494;10;13;189;binomial
crx;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124190254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956939814002457;train;0.97259725;3;160;326;13;13;483;binomial
crx;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124190254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933520074696545;test;0.97259725;3;160;326;13;13;483;binomial
tokyo1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976900509840782;train;1.12343237165;3;20;112;16;20;672;binomial
tokyo1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970320130222463;test;1.12343237165;3;20;112;16;20;672;binomial
622_fri_c2_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843548249856806;train;0.478720896666667;6;150;312;4;50;700;continuous
622_fri_c2_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810551818728041;test;0.478720896666667;6;150;312;4;50;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842551231157434;train;0.168696906666667;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839221836977446;test;0.168696906666667;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179484427877064;train;1.20179685833333;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271890195628266;test;1.20179685833333;3;160;326;5;25;700;continuous
wine_recognition;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.796931826666667;3;160;326;13;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99890350877193;test;0.796931826666667;3;160;326;13;13;125;multinomial
breast_cancer_wisconsin;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995341365461847;train;0.173697861666667;3;69;166;9;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991636798088411;test;0.173697861666667;3;69;166;9;20;399;binomial
505_tecator;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0648389745424842;train;0.586986693333333;3;160;326;3;16;168;continuous
505_tecator;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0854048083239813;test;0.586986693333333;3;160;326;3;16;168;continuous
letter;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960298481870298;train;34.7357163816667;2;140;284;15;16;14000;multinomial
letter;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958526333185243;test;34.7357163816667;2;140;284;15;16;14000;multinomial
irish;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125202620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839704962297079;train;1.00951170166667;6;220;452;4;4;350;binomial
irish;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125202620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824393358876118;test;1.00951170166667;6;220;452;4;4;350;binomial
594_fri_c2_100_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285670311051756;train;1.816555205;9;280;578;5;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.655083790269909;test;1.816555205;9;280;578;5;5;70;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806963639508842;train;1.31439383333333;6;204;420;12;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794082767354593;test;1.31439383333333;6;204;420;12;25;350;continuous
backache;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832386363636364;train;3.75375691501667;16;420;872;17;31;126;binomial
backache;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.809876543209877;test;3.75375691501667;16;420;872;17;31;126;binomial
626_fri_c2_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828668095226337;train;0.213474968333333;3;90;186;12;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864946401190355;test;0.213474968333333;3;90;186;12;50;350;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232891005374202;train;1.289486415;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344973987962144;test;1.289486415;3;160;326;10;25;700;continuous
colic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126104521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923845355474831;train;4.05315774666667;16;22;618;7;22;258;binomial
colic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126104521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834033613445378;test;4.05315774666667;16;22;618;7;22;258;binomial
backache;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827348745696016;train;3.32552965333333;20;393;826;26;31;126;binomial
backache;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795138888888889;test;3.32552965333333;20;393;826;26;31;126;binomial
210_cloud;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231428825863221;train;0.54845801;3;160;326;4;5;76;continuous
210_cloud;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.249827591234811;test;0.54845801;3;160;326;4;5;76;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.735923187028017;train;0.910968206666667;3;160;326;25;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843245000159905;test;0.910968206666667;3;160;326;25;50;175;continuous
tae;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.681654456654457;train;1.52398687166667;6;220;452;4;5;106;multinomial
tae;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.637690631808279;test;1.52398687166667;6;220;452;4;5;106;multinomial
tokyo1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976963785410397;train;0.195505706666667;3;68;166;13;21;672;binomial
tokyo1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98414809888039;test;0.195505706666667;3;68;166;13;21;672;binomial
optdigits;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999273918946536;train;1.47539661166667;5;55;222;38;60;3934;multinomial
optdigits;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993451010468331;test;1.47539661166667;5;55;222;38;60;3934;multinomial
twonorm;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125184600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997757751937985;train;1.178458905;3;160;326;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125184600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997973298183273;test;1.178458905;3;160;326;20;20;5180;binomial
1196_BNG_pharynx;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125132000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.664522686185919;train;282.983906463333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125132000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.665043138480252;test;282.983906463333;0;100;200;5;10;700000;continuous
horse_colic;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950920245398773;train;1.19591361333333;6;220;452;9;22;258;binomial
horse_colic;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866383881230117;test;1.19591361333333;6;220;452;9;22;258;binomial
tokyo1;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991189343663068;train;1.05150571166667;3;160;326;24;24;672;binomial
tokyo1;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985567010309278;test;1.05150571166667;3;160;326;24;24;672;binomial
647_fri_c1_250_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125113701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260847327482564;train;0.725733673333333;3;160;326;5;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125113701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409508333305065;test;0.725733673333333;3;160;326;5;10;175;continuous
527_analcatdata_election2000;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.731897499895542;train;0.0217483966666667;3;2;16;0;1;47;continuous
527_analcatdata_election2000;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.669106538323643;test;0.0217483966666667;3;2;16;0;1;47;continuous
207_autoPrice;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.358248326874768;train;0.633647828333333;9;55;438;5;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529461442617454;test;0.633647828333333;9;55;438;5;11;112;continuous
560_bodyfat;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125151432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0684342886248427;train;0.161166866666667;3;63;186;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125151432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0631808961242043;test;0.161166866666667;3;63;186;1;13;177;continuous
651_fri_c0_100_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.482613387679639;train;1.71437342833333;7;240;494;25;25;70;continuous
651_fri_c0_100_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.698254288164427;test;1.71437342833333;7;240;494;25;25;70;continuous
613_fri_c3_250_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125095755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768021911103499;train;1.52957417166667;5;200;410;4;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125095755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854695252532076;test;1.52957417166667;5;200;410;4;5;175;continuous
519_vinnie;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483979037412756;train;0.0743651283333333;3;10;80;2;2;266;continuous
519_vinnie;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449993914685148;test;0.0743651283333333;3;10;80;2;2;266;continuous
605_fri_c2_250_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.721343419394546;train;0.858814233333333;12;125;564;19;25;175;continuous
605_fri_c2_250_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855763587442352;test;0.858814233333333;12;125;564;19;25;175;continuous
ecoli;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991417648849753;train;0.785895821666667;3;160;326;5;6;229;multinomial
ecoli;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979440943043884;test;0.785895821666667;3;160;326;5;6;229;multinomial
645_fri_c3_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18165370896885;train;3.50222381333333;14;380;788;7;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323446800493292;test;3.50222381333333;14;380;788;7;49;350;continuous
Hill_Valley_without_noise;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.619398427784686;train;4.23198336666667;19;480;998;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.518976196259412;test;4.23198336666667;19;480;998;1;1;849;binomial
vowel;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999715099865836;train;1.50982259666667;3;160;326;13;13;693;multinomial
vowel;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990596837708907;test;1.50982259666667;3;160;326;13;13;693;multinomial
522_pm10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125194647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432746431284926;train;2.340454725;12;340;704;7;7;350;continuous
522_pm10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125194647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.738713328284623;test;2.340454725;12;340;704;7;7;350;continuous
analcatdata_japansolvent;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.922619047619048;train;0.14587506;6;5;66;3;5;37;binomial
analcatdata_japansolvent;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.14587506;6;5;66;3;5;37;binomial
505_tecator;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.101956366077263;train;1.22372365666667;6;36;276;5;18;168;continuous
505_tecator;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.107718219893106;test;1.22372365666667;6;36;276;5;18;168;continuous
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.511012506386476;train;0.04095919;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.505208971687707;test;0.04095919;3;4;32;1;1;849;binomial
saheart;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.751841065113376;train;1.46454616666667;8;260;536;2;9;324;binomial
saheart;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.689844683393071;test;1.46454616666667;8;260;536;2;9;324;binomial
665_sleuth_case2002;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.647530644779752;train;0.117871535;3;30;166;2;6;103;continuous
665_sleuth_case2002;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.775710710958144;test;0.117871535;3;30;166;2;6;103;continuous
australian;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933683770799972;train;1.32853884833333;8;14;194;11;14;483;binomial
australian;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932800751879699;test;1.32853884833333;8;14;194;11;14;483;binomial
penguins;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.640255045;3;7;46;5;7;241;multinomial
penguins;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.640255045;3;7;46;5;7;241;multinomial
allrep;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126102629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965550954845052;train;1.10407890166667;11;24;458;11;24;2641;multinomial
allrep;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126102629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936619746100147;test;1.10407890166667;11;24;458;11;24;2641;multinomial
590_fri_c0_1000_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491003274316684;train;2.41743327666667;12;100;528;32;50;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486267721527712;test;2.41743327666667;12;100;528;32;50;700;continuous
597_fri_c2_500_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812287496691951;train;1.05489660333333;5;200;410;5;5;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879308677786779;test;1.05489660333333;5;200;410;5;5;350;continuous
sleep;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91429282907065;train;33.4993811483333;1;120;242;12;13;74136;multinomial
sleep;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906540235101947;test;33.4993811483333;1;120;242;12;13;74136;multinomial
663_rabe_266;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.110964654110434;train;0.782791168333333;3;160;326;2;2;84;continuous
663_rabe_266;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.122676765448984;test;0.782791168333333;3;160;326;2;2;84;continuous
637_fri_c1_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125205624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835963977470569;train;0.232008428316667;3;90;186;14;50;350;continuous
637_fri_c1_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125205624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.901468233805063;test;0.232008428316667;3;90;186;14;50;350;continuous
adult;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902878262334699;train;20.6091421;20;276;592;9;12;34190;binomial
adult;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900343485233046;test;20.6091421;20;276;592;9;12;34190;binomial
695_chatfield_4;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.370479257026504;train;1.10823517333333;3;160;326;2;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.372846401606218;test;1.10823517333333;3;160;326;2;10;165;continuous
589_fri_c2_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797112201183662;train;0.152540946666667;3;85;176;8;25;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855242201931226;test;0.152540946666667;3;85;176;8;25;700;continuous
heart_statlog;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968460111317254;train;0.205813525;3;51;174;10;13;189;binomial
heart_statlog;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843941248470012;test;0.205813525;3;51;174;10;13;189;binomial
titanic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792525318003439;train;1.458402365;7;8;116;2;8;1545;binomial
titanic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777901785714286;test;1.458402365;7;8;116;2;8;1545;binomial
653_fri_c0_250_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125114227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455543298241152;train;0.191919553333333;3;89;186;23;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125114227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469447913114489;test;0.191919553333333;3;89;186;23;25;175;continuous
yeast;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870265931493328;train;0.118884398333333;3;8;56;5;8;1036;multinomial
yeast;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864528647968108;test;0.118884398333333;3;8;56;5;8;1036;multinomial
mfeat_karhunen;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999512173161571;train;1.90270789333333;3;160;326;16;64;1400;multinomial
mfeat_karhunen;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994760432274424;test;1.90270789333333;3;160;326;16;64;1400;multinomial
sleep;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893456240211388;train;5.13516967166667;7;13;178;13;13;74136;multinomial
sleep;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892433518519991;test;5.13516967166667;7;13;178;13;13;74136;multinomial
590_fri_c0_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482009927130204;train;0.409043836666667;6;150;312;14;50;700;continuous
590_fri_c0_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48052237777756;test;0.409043836666667;6;150;312;14;50;700;continuous
yeast;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882986119419176;train;7.994749745;9;8;152;7;8;1036;multinomial
yeast;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883951866126611;test;7.994749745;9;8;152;7;8;1036;multinomial
590_fri_c0_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472878427518725;train;1.370708225;5;200;410;13;50;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482119755552254;test;1.370708225;5;200;410;13;50;700;continuous
227_cpu_small;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319745387375768;train;1.39298633668333;6;24;234;3;12;5735;continuous
227_cpu_small;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.301935250727906;test;1.39298633668333;6;24;234;3;12;5735;continuous
574_house_16H;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.502471775208727;train;2.1278875;3;160;326;10;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486072606180124;test;2.1278875;3;160;326;10;15;15949;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855629418741861;train;0.550666698333333;6;10;132;5;5;700;continuous
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633_fri_c0_500_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228412210587049;train;3.40198016666667;13;344;714;6;25;350;continuous
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591_fri_c1_100_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847208015171336;train;0.555967908333333;6;20;254;6;10;70;continuous
591_fri_c1_100_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825212934912701;test;0.555967908333333;6;20;254;6;10;70;continuous
mfeat_zernike;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989802613945088;train;2.26561579166667;3;160;326;32;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972845303009019;test;2.26561579166667;3;160;326;32;32;1400;multinomial
583_fri_c1_1000_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18181229151693;train;5.15962681;15;299;628;8;50;700;continuous
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spectf;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124184909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902420948616601;train;0.650732873333333;3;160;326;44;44;245;binomial
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analcatdata_creditscore;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0926751716666667;3;24;98;4;6;70;binomial
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sonar;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125132609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928115615615616;train;1.75690558335;10;288;596;27;59;146;binomial
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breast;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125193911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994111927398444;train;0.764672053333333;3;9;62;6;9;490;binomial
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622_fri_c2_1000_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842460007778286;train;1.51132582666667;8;228;472;4;50;700;continuous
622_fri_c2_1000_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8104294651623;test;1.51132582666667;8;228;472;4;50;700;continuous
confidence;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963227513227513;train;0.711696466666667;3;160;326;1;1;51;multinomial
confidence;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927777777777778;test;0.711696466666667;3;160;326;1;1;51;multinomial
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505_tecator;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.126975179584065;test;1.02607067;5;200;410;14;18;168;continuous
analcatdata_bankruptcy;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950980392156863;train;0.1816485;7;4;62;3;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.1816485;7;4;62;3;4;35;binomial
lupus;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865934065934066;train;1.44129002666667;7;240;494;1;2;61;binomial
lupus;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875816993464052;test;1.44129002666667;7;240;494;1;2;61;binomial
620_fri_c1_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823756542043449;train;0.45412451;7;125;344;8;25;700;continuous
620_fri_c1_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.869037993603326;test;0.45412451;7;125;344;8;25;700;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359049376517164;train;2.316698575;5;200;410;24;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594258494661478;test;2.316698575;5;200;410;24;50;175;continuous
663_rabe_266;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.112120168939037;train;0.0580012883333333;3;10;80;2;2;84;continuous
663_rabe_266;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.112784907428045;test;0.0580012883333333;3;10;80;2;2;84;continuous
503_wind;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39575135831864;train;3.61808641665;3;160;326;14;14;4602;continuous
503_wind;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.465330653781623;test;3.61808641665;3;160;326;14;14;4602;continuous
breast_cancer;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742573682989093;train;0.691653408333333;3;160;326;6;9;201;binomial
breast_cancer;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694950911640954;test;0.691653408333333;3;160;326;6;9;201;binomial
207_autoPrice;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863789377007868;train;1.658318;8;260;536;2;10;112;continuous
207_autoPrice;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.994307397960522;test;1.658318;8;260;536;2;10;112;continuous
prnn_synth;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940392156862745;train;0.537917766666667;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917142857142857;test;0.537917766666667;3;160;326;2;2;175;binomial
595_fri_c0_1000_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47418822087744;train;0.857564286666667;3;160;326;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518172688509816;test;0.857564286666667;3;160;326;10;10;700;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125111012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.671398606169411;train;0.754618163333333;13;50;596;9;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125111012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.23598104221247;test;0.754618163333333;13;50;596;9;10;70;continuous
584_fri_c4_500_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84760110253925;train;0.836175231666667;3;160;326;5;25;350;continuous
584_fri_c4_500_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834878539413418;test;0.836175231666667;3;160;326;5;25;350;continuous
fars;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914980510653631;train;31.372005735;1;120;242;21;21;70678;multinomial
fars;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125201808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910257468427107;test;31.372005735;1;120;242;21;21;70678;multinomial
hypothyroid;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945273758576184;train;0.954503705;12;83;544;10;21;2215;binomial
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611_fri_c3_100_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406392786381097;train;1.17508718166667;6;220;452;4;4;70;continuous
611_fri_c3_100_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.600289894115906;test;1.17508718166667;6;220;452;4;4;70;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264282595985956;train;2.05840842833333;8;228;472;8;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459166998915948;test;2.05840842833333;8;228;472;8;10;350;continuous
twonorm;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999479531933571;train;2.91027660666667;3;160;326;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995989674976108;test;2.91027660666667;3;160;326;20;20;5180;binomial
crx;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936402053574547;train;1.26412219166667;17;56;754;11;14;483;binomial
crx;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936154278225052;test;1.26412219166667;17;56;754;11;14;483;binomial
706_sleuth_case1202;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.639115197235432;train;0.732931868333333;9;12;234;3;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.560371157554862;test;0.732931868333333;9;12;234;3;6;66;continuous
movement_libras;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125153534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999964726631393;train;2.12823317;3;160;326;22;22;252;multinomial
movement_libras;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125153534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975193066885244;test;2.12823317;3;160;326;22;22;252;multinomial
612_fri_c1_1000_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841134807182721;train;2.03474897833333;8;244;504;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861910793029571;test;2.03474897833333;8;244;504;5;5;700;continuous
596_fri_c2_250_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817492339582436;train;0.323316073333333;8;25;366;5;5;175;continuous
596_fri_c2_250_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795236494193318;test;0.323316073333333;8;25;366;5;5;175;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48486307819794;train;0.852445811666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492778935352805;test;0.852445811666667;3;160;326;5;5;700;continuous
crx;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125123913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914388489208633;train;0.909413845;11;52;502;5;13;483;binomial
crx;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125123913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91484593837535;test;0.909413845;11;52;502;5;13;483;binomial
allbp;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996529418780278;train;2.00792873833333;3;160;326;3;25;2641;multinomial
allbp;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993109001927186;test;2.00792873833333;3;160;326;3;25;2641;multinomial
collins;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.825816658333333;8;20;282;7;20;340;multinomial
collins;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952176931864432;test;0.825816658333333;8;20;282;7;20;340;multinomial
658_fri_c3_250_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818963906236188;train;1.51823826;6;220;452;17;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800777474382234;test;1.51823826;6;220;452;17;25;175;continuous
analcatdata_authorship;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.982166406666667;3;160;326;70;70;589;multinomial
analcatdata_authorship;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.982166406666667;3;160;326;70;70;589;multinomial
prnn_crabs;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999795751633987;train;0.687806158333333;3;160;326;3;3;140;binomial
prnn_crabs;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972098214285714;test;0.687806158333333;3;160;326;3;3;140;binomial
pima;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881655305821665;train;2.56014426;14;380;788;3;8;538;binomial
pima;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.808382257012394;test;2.56014426;14;380;788;3;8;538;binomial
611_fri_c3_100_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251427923079506;train;1.51612607166667;11;320;662;3;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515059027792472;test;1.51612607166667;11;320;662;3;4;70;continuous
spectf;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999738356881214;train;1.12950777833333;5;200;410;38;44;245;binomial
spectf;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958333333333333;test;1.12950777833333;5;200;410;38;44;245;binomial
waveform_21;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968713085554556;train;5.487378455;3;21;112;21;21;3500;multinomial
waveform_21;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966188546154407;test;5.487378455;3;21;112;21;21;3500;multinomial
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487766735603355;train;1.29470546166667;6;204;420;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485066085912085;test;1.29470546166667;6;204;420;5;5;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832508752067936;train;0.125080408333333;3;50;166;7;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856186820016423;test;0.125080408333333;3;50;166;7;10;700;continuous
654_fri_c0_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226836920647391;train;1.25332372833333;5;200;410;7;10;350;continuous
654_fri_c0_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491575397528114;test;1.25332372833333;5;200;410;7;10;350;continuous
cleveland;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124201507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918863828479213;train;1.93867266;9;280;578;5;13;213;multinomial
cleveland;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124201507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.674469521604938;test;1.93867266;9;280;578;5;13;213;multinomial
644_fri_c4_250_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804288305024372;train;0.160740628333333;3;90;186;7;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897074422697488;test;0.160740628333333;3;90;186;7;25;175;continuous
analcatdata_japansolvent;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124190747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;train;0.242842831666667;6;20;238;2;5;37;binomial
analcatdata_japansolvent;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124190747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722222222222222;test;0.242842831666667;6;20;238;2;5;37;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996628131021195;train;0.204618385016667;6;4;54;3;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.204618385016667;6;4;54;3;4;185;binomial
analcatdata_authorship;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.22117423166667;3;160;326;70;70;589;multinomial
analcatdata_authorship;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.22117423166667;3;160;326;70;70;589;multinomial
227_cpu_small;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.200701933034899;train;0.622901326666667;12;60;554;12;12;5735;continuous
227_cpu_small;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.204387006996257;test;0.622901326666667;12;60;554;12;12;5735;continuous
612_fri_c1_1000_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83159900150557;train;0.933625626666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.896519744415014;test;0.933625626666667;3;160;326;5;5;700;continuous
appendicitis;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805555555555556;train;0.200752295;8;4;70;3;4;75;binomial
appendicitis;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953333333333333;test;0.200752295;8;4;70;3;4;75;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995019920318725;train;1.227011375;3;22;122;9;22;399;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996757075471698;test;1.227011375;3;22;122;9;22;399;binomial
618_fri_c3_1000_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308090431242182;train;1.247086425;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380941341071937;test;1.247086425;3;160;326;5;50;700;continuous
prnn_fglass;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878816931216931;train;2.59508245;11;320;662;8;9;144;multinomial
prnn_fglass;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839521103896104;test;2.59508245;11;320;662;8;9;144;multinomial
letter;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125190653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982037985925199;train;11.9113714966667;3;160;326;16;16;14000;multinomial
letter;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125190653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9789848179623;test;11.9113714966667;3;160;326;16;16;14000;multinomial
profb;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125203559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638893302613808;train;0.884575535;14;36;620;6;9;471;binomial
profb;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125203559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706146572104019;test;0.884575535;14;36;620;6;9;471;binomial
heart_statlog;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969039888682746;train;1.44462512666667;7;240;494;11;13;189;binomial
heart_statlog;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852509179926561;test;1.44462512666667;7;240;494;11;13;189;binomial
195_auto_price;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332451803858774;train;0.43223749;8;50;386;3;10;112;continuous
195_auto_price;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.283218383298941;test;0.43223749;8;50;386;3;10;112;continuous
624_fri_c0_100_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522481145213471;train;0.183662905;3;10;76;5;5;70;continuous
624_fri_c0_100_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.537191281057759;test;0.183662905;3;10;76;5;5;70;continuous
581_fri_c3_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125123959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825503214003693;train;0.17837119;3;90;186;6;25;350;continuous
581_fri_c3_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125123959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820619554204476;test;0.17837119;3;90;186;6;25;350;continuous
561_cpu;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126093753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.150391116244273;train;0.471914681683333;9;35;418;5;7;147;continuous
561_cpu;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126093753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.129558876648754;test;0.471914681683333;9;35;418;5;7;147;continuous
ionosphere;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93508910040793;train;1.76052828666667;20;128;888;17;32;246;binomial
ionosphere;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75;test;1.76052828666667;20;128;888;17;32;246;binomial
607_fri_c4_1000_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82500074173112;train;0.420942076666667;6;150;312;11;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864632954980495;test;0.420942076666667;6;150;312;11;50;700;continuous
195_auto_price;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337796088467881;train;0.600503988333333;3;160;326;10;10;112;continuous
195_auto_price;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397168057594103;test;0.600503988333333;3;160;326;10;10;112;continuous
heart_statlog;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947617972454279;train;0.226696878333333;3;51;174;10;13;189;binomial
heart_statlog;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841051314142678;test;0.226696878333333;3;51;174;10;13;189;binomial
wine_quality_red;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746333018045808;train;4.00081734166667;20;355;750;7;11;1120;multinomial
wine_quality_red;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788599183443027;test;4.00081734166667;20;355;750;7;11;1120;multinomial
cleveland;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126104446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656108674800982;train;2.62443883833333;20;322;684;3;13;213;multinomial
cleveland;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126104446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.649680790960452;test;2.62443883833333;20;322;684;3;13;213;multinomial
horse_colic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961403736377789;train;1.36181221333333;6;220;452;11;22;258;binomial
horse_colic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.873949579831933;test;1.36181221333333;6;220;452;11;22;258;binomial
590_fri_c0_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478937486404088;train;0.557785983333333;3;72;150;46;50;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481473187716645;test;0.557785983333333;3;72;150;46;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825941167218834;train;2.32346711333333;8;260;536;14;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856394135404842;test;2.32346711333333;8;260;536;14;50;700;continuous
584_fri_c4_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83928339506673;train;1.51301106333333;6;220;452;3;24;350;continuous
584_fri_c4_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802085441866179;test;1.51301106333333;6;220;452;3;24;350;continuous
635_fri_c0_250_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330140459156622;train;1.33100717333333;9;258;534;6;10;175;continuous
635_fri_c0_250_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435634938792356;test;1.33100717333333;9;258;534;6;10;175;continuous
clean1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.50694468;3;112;230;1;94;334;binomial
clean1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.50694468;3;112;230;1;94;334;binomial
590_fri_c0_1000_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125125856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486274016589301;train;1.55257067666667;5;99;234;38;50;700;continuous
590_fri_c0_1000_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125125856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4897583288935;test;1.55257067666667;5;99;234;38;50;700;continuous
phoneme;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125202331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816141056881798;train;0.374250085;3;5;36;5;5;3783;binomial
phoneme;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125202331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807003412718799;test;0.374250085;3;5;36;5;5;3783;binomial
movement_libras;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125120013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987356681464009;train;27.383008815;8;22;274;22;22;252;multinomial
movement_libras;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125120013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947895565633661;test;27.383008815;8;22;274;22;22;252;multinomial
648_fri_c1_250_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125204724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.762905385654731;train;1.10856373666667;5;95;234;35;50;175;continuous
648_fri_c1_250_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125204724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827409189765448;test;1.10856373666667;5;95;234;35;50;175;continuous
heart_c;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937823371989295;train;0.197828918333333;3;52;166;10;13;213;binomial
heart_c;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863928748144483;test;0.197828918333333;3;52;166;10;13;213;binomial
207_autoPrice;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.378210122373162;train;0.44297647;3;18;126;3;9;112;continuous
207_autoPrice;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.327215629486305;test;0.44297647;3;18;126;3;9;112;continuous
519_vinnie;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474041718988432;train;0.060944055;3;10;80;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490214500672654;test;0.060944055;3;10;80;1;2;266;continuous
503_wind;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125210048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472905847143573;train;0.704849421666667;5;68;260;13;14;4602;continuous
503_wind;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125210048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.471454514275756;test;0.704849421666667;5;68;260;13;14;4602;continuous
573_cpu_act;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214623229998998;train;7.086258135;5;200;410;13;18;5735;continuous
573_cpu_act;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226083332126204;test;7.086258135;5;200;410;13;18;5735;continuous
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583_fri_c1_1000_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82203321460458;train;1.21681826;5;97;234;23;50;700;continuous
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1030_ERA;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.712951182432823;train;0.654056329983333;3;160;326;2;4;700;continuous
1030_ERA;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.772309687540088;test;0.654056329983333;3;160;326;2;4;700;continuous
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iris;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992901992901993;train;0.048315545;5;3;36;1;3;105;multinomial
iris;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993966817496229;test;0.048315545;5;3;36;1;3;105;multinomial
analcatdata_cyyoung9302;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987244897959184;train;0.32052483;7;24;330;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.32052483;7;24;330;6;6;65;binomial
542_pollution;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783722295487321;train;0.603477413333333;3;160;326;1;10;42;continuous
542_pollution;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.735030083875474;test;0.603477413333333;3;160;326;1;10;42;continuous
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analcatdata_aids;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.481481481481482;test;0.10704846;5;12;126;3;3;35;binomial
analcatdata_asbestos;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960253456221198;train;1.220020955;7;240;494;3;3;59;binomial
analcatdata_asbestos;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881481481481482;test;1.220020955;7;240;494;3;3;59;binomial
596_fri_c2_250_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785285032702545;train;0.0998491333333333;3;25;156;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871538828338429;test;0.0998491333333333;3;25;156;5;5;175;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797584344789079;train;1.41200225166667;9;20;366;5;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.924624277184413;test;1.41200225166667;9;20;366;5;10;350;continuous
627_fri_c2_500_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210087288408982;train;1.81217451833333;11;288;598;5;10;350;continuous
627_fri_c2_500_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365789733905215;test;1.81217451833333;11;288;598;5;10;350;continuous
buggyCrx;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919961602324616;train;1.47969164666667;7;14;174;5;14;483;binomial
buggyCrx;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887987012987013;test;1.47969164666667;7;14;174;5;14;483;binomial
nikuradse_2;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.11897633027418;train;0.500048813333333;3;160;326;1;1;254;continuous
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breast_w;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99440975020145;test;0.834656695;3;160;326;3;8;490;binomial
Hill_Valley_with_noise;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.546900665926748;train;0.0319334499833333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.513280917977051;test;0.0319334499833333;3;4;32;1;1;849;binomial
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562_cpu_small;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126090209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316466007582789;train;0.340113763333333;7;60;344;3;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126090209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.323418430786614;test;0.340113763333333;7;60;344;3;12;5735;continuous
712_chscase_geyser1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493255502434831;train;1.09388506666667;6;220;452;1;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.616577461133482;test;1.09388506666667;6;220;452;1;2;156;continuous
1089_USCrime;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.424086392197515;train;0.117721416666667;3;25;140;4;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125134553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601742289752349;test;0.117721416666667;3;25;140;4;5;33;continuous
344_mv;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454084546562217;train;0.22817293835;3;45;166;9;9;28538;continuous
344_mv;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451613474179176;test;0.22817293835;3;45;166;9;9;28538;continuous
651_fri_c0_100_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483641866528341;train;2.88542399;11;320;662;11;25;70;continuous
651_fri_c0_100_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.999130911121597;test;2.88542399;11;320;662;11;25;70;continuous
564_fried;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487161305617958;train;3.896563795;3;160;326;5;10;28538;continuous
564_fried;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489126410834153;test;3.896563795;3;160;326;5;10;28538;continuous
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124171407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.544772515321077;train;1.13225145166667;6;220;452;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124171407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.520069330414158;test;1.13225145166667;6;220;452;1;1;849;binomial
shuttle;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991132770797733;train;31.5891937566667;8;260;536;8;8;40600;multinomial
shuttle;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97208469499334;test;31.5891937566667;8;260;536;8;8;40600;multinomial
542_pollution;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126115242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.588609772530673;train;0.244632758333333;3;20;136;5;10;42;continuous
542_pollution;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126115242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.618547246026648;test;0.244632758333333;3;20;136;5;10;42;continuous
197_cpu_act;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332905824718095;train;0.482916185;8;85;386;4;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348997626396246;test;0.482916185;8;85;386;4;17;5735;continuous
1089_USCrime;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126094435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215302946070359;train;0.590618026666667;3;160;326;7;7;33;continuous
1089_USCrime;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126094435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.442714252593732;test;0.590618026666667;3;160;326;7;7;33;continuous
heart_c;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935655883398507;train;1.999373025;10;300;620;12;13;213;binomial
heart_c;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917869586859134;test;1.999373025;10;300;620;12;13;213;binomial
604_fri_c4_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851701479171994;train;0.893788491666667;6;20;254;10;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865954191505794;test;0.893788491666667;6;20;254;10;10;350;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125094716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516018564993373;train;1.725845455;5;200;410;9;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125094716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.560657268513935;test;1.725845455;5;200;410;9;25;700;continuous
648_fri_c1_250_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.726397650984872;train;1.23621344833333;5;96;234;19;50;175;continuous
648_fri_c1_250_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866745887847823;test;1.23621344833333;5;96;234;19;50;175;continuous
hungarian;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949504434011476;train;0.994648993333333;5;200;410;11;12;206;binomial
hungarian;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.863072776280323;test;0.994648993333333;5;200;410;11;12;206;binomial
581_fri_c3_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124180132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862226700048723;train;1.77014504833333;8;260;536;15;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124180132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865269337213852;test;1.77014504833333;8;260;536;15;25;350;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839139982032075;train;0.189487638333333;3;85;176;9;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853606644137746;test;0.189487638333333;3;85;176;9;25;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832189678666511;train;1.14715855168333;5;200;410;16;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83645700570574;test;1.14715855168333;5;200;410;16;50;700;continuous
582_fri_c1_500_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801900188642258;train;0.862041841666667;3;160;326;5;25;350;continuous
582_fri_c1_500_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863187912027999;test;0.862041841666667;3;160;326;5;25;350;continuous
heart_c;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945495093666369;train;0.18817685;3;52;166;10;13;213;binomial
heart_c;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887184562097971;test;0.18817685;3;52;166;10;13;213;binomial
616_fri_c4_500_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124204614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81415687377028;train;0.708123983333333;3;72;150;9;49;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124204614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891425919084011;test;0.708123983333333;3;72;150;9;49;350;continuous
cloud;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966534637570443;train;1.13449356333333;5;200;410;2;6;76;multinomial
cloud;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.725749559082892;test;1.13449356333333;5;200;410;2;6;76;multinomial
mnist;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994619120704579;train;374.958852041667;0;5;10;586;590;49000;multinomial
mnist;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992327679987621;test;374.958852041667;0;5;10;586;590;49000;multinomial
605_fri_c2_250_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817172327258686;train;1.27975435333333;8;50;360;17;25;175;continuous
605_fri_c2_250_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821045141031646;test;1.27975435333333;8;50;360;17;25;175;continuous
fars;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905703645312839;train;26.8552687333333;9;21;340;19;21;70678;multinomial
fars;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84128106266512;test;26.8552687333333;9;21;340;19;21;70678;multinomial
622_fri_c2_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182566724743179;train;5.44303365333333;20;413;866;5;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313469203693291;test;5.44303365333333;20;413;866;5;50;700;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125141852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205159114594267;train;2.164183485;14;341;710;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125141852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339448828171886;test;2.164183485;14;341;710;5;5;350;continuous
crx;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95418504515858;train;0.756561915;3;160;326;9;14;483;binomial
crx;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919439252336449;test;0.756561915;3;160;326;9;14;483;binomial
banana;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545366346118419;train;0.06305381665;3;2;16;2;2;3710;binomial
banana;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.538533068196449;test;0.06305381665;3;2;16;2;2;3710;binomial
coil2000;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.750077471335606;train;8.15249605833333;7;240;494;5;59;6876;binomial
coil2000;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.719753292069226;test;8.15249605833333;7;240;494;5;59;6876;binomial
581_fri_c3_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177826338396474;train;2.15204277833333;13;312;650;5;25;350;continuous
581_fri_c3_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316331903353949;test;2.15204277833333;13;312;650;5;25;350;continuous
shuttle;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999368626734262;train;15.4995369866667;3;160;326;5;8;40600;multinomial
shuttle;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997501984576785;test;15.4995369866667;3;160;326;5;8;40600;multinomial
agaricus_lepiota;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.108968555;3;160;326;20;20;5702;binomial
agaricus_lepiota;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.108968555;3;160;326;20;20;5702;binomial
glass;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988793948890217;train;2.47527765666667;15;400;830;7;9;144;multinomial
glass;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883657407407407;test;2.47527765666667;15;400;830;7;9;144;multinomial
schizo;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125205435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.66728441050475;train;1.11894934166667;5;200;410;1;13;238;multinomial
schizo;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125205435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.594666920925502;test;1.11894934166667;5;200;410;1;13;238;multinomial
635_fri_c0_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126103757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526604609164666;train;0.220480481666667;5;50;250;10;10;175;continuous
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557_analcatdata_apnea1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.166941013154989;test;1.79129292333333;11;240;502;3;3;333;continuous
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4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482394657981472;train;1.36684356333333;5;112;234;33;71;742;continuous
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1096_FacultySalaries;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.416693335122025;train;0.133750345;7;10;160;1;2;35;continuous
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page_blocks;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125113310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987883075613069;train;0.23747544;7;7;106;7;7;3832;multinomial
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207_autoPrice;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.369444237180998;train;0.269197136666667;5;50;260;3;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.424439707113274;test;0.269197136666667;5;50;260;3;10;112;continuous
665_sleuth_case2002;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.709511331226422;train;0.549675948333333;11;12;276;2;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797912685675074;test;0.549675948333333;11;12;276;2;6;103;continuous
1199_BNG_echoMonths;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.667232041959429;train;30.5049349316667;11;320;662;6;9;12248;continuous
1199_BNG_echoMonths;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.691328136193187;test;30.5049349316667;11;320;662;6;9;12248;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814439491360719;train;0.205955168333333;5;45;250;4;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.905048275913656;test;0.205955168333333;5;45;250;4;9;175;continuous
glass2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839926962872794;train;2.324214455;11;320;662;7;9;115;binomial
glass2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678260869565217;test;2.324214455;11;320;662;7;9;115;binomial
ann_thyroid;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989175948018394;train;34.011479945;4;20;148;4;20;5040;multinomial
ann_thyroid;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989260215575503;test;34.011479945;4;20;148;4;20;5040;multinomial
coil2000;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725838068261282;train;4.58368687833333;0;5;10;5;59;6876;binomial
coil2000;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.700711237553343;test;4.58368687833333;0;5;10;5;59;6876;binomial
prnn_crabs;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0991805366666667;3;12;96;2;3;140;binomial
prnn_crabs;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981584821428571;test;0.0991805366666667;3;12;96;2;3;140;binomial
satimage;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98101936324435;train;27.1603636033333;3;24;114;23;24;4505;multinomial
satimage;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97757163123183;test;27.1603636033333;3;24;114;23;24;4505;multinomial
616_fri_c4_500_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16604603311597;train;2.29982565333333;10;300;620;7;50;350;continuous
616_fri_c4_500_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34433377301351;test;2.29982565333333;10;300;620;7;50;350;continuous
twonorm;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997992517483852;train;2.27528559333333;3;20;106;20;20;5180;binomial
twonorm;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997896879735775;test;2.27528559333333;3;20;106;20;20;5180;binomial
503_wind;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46188777275537;train;1.66461931333333;5;200;410;13;14;4602;continuous
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641_fri_c1_500_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818768576215176;test;0.991698376683333;5;20;216;9;10;350;continuous
529_pollen;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43457748209859;train;1.78910884666667;8;212;440;4;4;2694;continuous
529_pollen;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.433627782433184;test;1.78910884666667;8;212;440;4;4;2694;continuous
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573_cpu_act;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.346526372738512;test;1.42108450168333;20;85;890;1;17;5735;continuous
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mnist;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870919964359012;test;1.703837645;0;5;10;10;525;49000;multinomial
mfeat_zernike;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991410274257552;train;0.526585631666667;3;32;138;31;32;1400;multinomial
mfeat_zernike;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964095897477264;test;0.526585631666667;3;32;138;31;32;1400;multinomial
582_fri_c1_500_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798398981864925;train;1.64820884166667;8;244;504;6;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86026738422718;test;1.64820884166667;8;244;504;6;25;350;continuous
shuttle;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125093431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996434101639407;train;29.4710155316667;9;280;578;8;8;40600;multinomial
shuttle;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125093431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985431834542449;test;29.4710155316667;9;280;578;8;8;40600;multinomial
210_cloud;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.222128372465711;train;0.197605448333333;5;25;240;3;5;76;continuous
210_cloud;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.278640365038639;test;0.197605448333333;5;25;240;3;5;76;continuous
allhypo;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829692378920974;train;3.26262230166667;10;261;542;8;25;2639;multinomial
allhypo;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858161359977468;test;3.26262230166667;10;261;542;8;25;2639;multinomial
magic;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968280153696094;train;21.6347679733333;14;348;724;9;9;13314;binomial
magic;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92676750373388;test;21.6347679733333;14;348;724;9;9;13314;binomial
heart_h;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124184320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899730888069371;train;0.622284598333333;3;160;326;3;12;206;binomial
heart_h;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124184320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904675166970249;test;0.622284598333333;3;160;326;3;12;206;binomial
1030_ERA;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.751036800057342;train;0.500165735;5;8;92;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792966666596895;test;0.500165735;5;8;92;4;4;700;continuous
wine_recognition;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.104284283333333;3;13;86;6;13;125;multinomial
wine_recognition;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99520202020202;test;0.104284283333333;3;13;86;6;13;125;multinomial
618_fri_c3_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818077017693321;train;0.739252205;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853753813531512;test;0.739252205;3;160;326;5;50;700;continuous
churn;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125134129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867150957694217;train;1.47016902166667;5;184;378;11;15;3500;binomial
churn;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125134129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85515688445921;test;1.47016902166667;5;184;378;11;15;3500;binomial
shuttle;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997375718929679;train;31.26368451165;5;200;410;9;9;40600;multinomial
shuttle;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998481286551308;test;31.26368451165;5;200;410;9;9;40600;multinomial
663_rabe_266;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.120441792408506;train;0.05097418;3;10;80;2;2;84;continuous
663_rabe_266;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.120237034868547;test;0.05097418;3;10;80;2;2;84;continuous
602_fri_c3_250_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.249950780068324;train;1.20357779;6;220;452;9;10;175;continuous
602_fri_c3_250_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417845973108047;test;1.20357779;6;220;452;9;10;175;continuous
appendicitis;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.879310344827586;train;0.742431296666667;6;210;432;4;4;75;binomial
appendicitis;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824074074074074;test;0.742431296666667;6;210;432;4;4;75;binomial
1201_BNG_breastTumor;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916753659401492;train;2.44700338833333;3;18;124;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.918851888001375;test;2.44700338833333;3;18;124;9;9;81648;continuous
magic;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850813064724964;train;4.38697816333333;5;200;410;8;9;13314;binomial
magic;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845608933921043;test;4.38697816333333;5;200;410;8;9;13314;binomial
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126111206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83089567331894;train;0.122497146666667;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126111206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892838848845227;test;0.122497146666667;3;25;156;5;5;700;continuous
621_fri_c0_100_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.54351659491097;train;0.800197848333333;7;20;288;8;10;70;continuous
621_fri_c0_100_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530576327968336;test;0.800197848333333;7;20;288;8;10;70;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79708790142195;train;0.234735443333333;8;20;340;3;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856440000482519;test;0.234735443333333;8;20;340;3;4;175;continuous
analcatdata_boxing2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898926237161531;train;2.46471441333333;16;355;742;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.794736842105263;test;2.46471441333333;16;355;742;1;3;93;binomial
yeast;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875983933824254;train;0.64183222;17;8;280;6;8;1036;multinomial
yeast;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866501798096683;test;0.64183222;17;8;280;6;8;1036;multinomial
banana;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.546705795822301;train;0.202304803333333;7;2;32;2;2;3710;binomial
banana;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.533697135496378;test;0.202304803333333;7;2;32;2;2;3710;binomial
prnn_synth;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932418300653595;train;0.0510677583333333;3;2;16;2;2;175;binomial
prnn_synth;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95;test;0.0510677583333333;3;2;16;2;2;175;binomial
637_fri_c1_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265130910241794;train;0.92229815;3;160;326;5;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394347088308033;test;0.92229815;3;160;326;5;50;350;continuous
analcatdata_lawsuit;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995183044315992;train;0.327147783333333;5;4;46;2;4;185;binomial
analcatdata_lawsuit;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.327147783333333;5;4;46;2;4;185;binomial
218_house_8L;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457468752808203;train;0.209864496666667;3;40;166;8;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445211781941106;test;0.209864496666667;3;40;166;8;8;15949;continuous
appendicitis;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957845433255269;train;0.601377841666667;3;160;326;4;4;75;binomial
appendicitis;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854166666666667;test;0.601377841666667;3;160;326;4;4;75;binomial
analcatdata_aids;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124191036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967105263157895;train;0.14169704;7;12;154;3;3;35;binomial
analcatdata_aids;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124191036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.555555555555556;test;0.14169704;7;12;154;3;3;35;binomial
658_fri_c3_250_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.889838112165243;train;0.963308408333333;13;125;606;8;25;175;continuous
658_fri_c3_250_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865858258590596;test;0.963308408333333;13;125;606;8;25;175;continuous
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641_fri_c1_500_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180608070544245;train;2.28544843333333;10;268;556;7;10;350;continuous
641_fri_c1_500_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335052271801067;test;2.28544843333333;10;268;556;7;10;350;continuous
analcatdata_cyyoung9302;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98;train;0.591498223333333;3;160;326;7;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956521739130435;test;0.591498223333333;3;160;326;7;7;65;binomial
588_fri_c4_1000_100;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833638019585058;train;0.30067517;3;90;186;6;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854410242847949;test;0.30067517;3;90;186;6;100;700;continuous
192_vineyard;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.54448590258011;train;0.04208437;3;2;16;1;1;37;continuous
192_vineyard;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844712393168661;test;0.04208437;3;2;16;1;1;37;continuous
607_fri_c4_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835277625827842;train;0.247731875;3;90;186;4;50;700;continuous
607_fri_c4_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840755915065646;test;0.247731875;3;90;186;4;50;700;continuous
biomed;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953561016243232;train;0.530855803333333;10;32;452;6;8;147;binomial
biomed;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977564102564103;test;0.530855803333333;10;32;452;6;8;147;binomial
diabetes;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841007579817778;train;0.99035299;9;8;152;8;8;538;binomial
diabetes;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842471928530448;test;0.99035299;9;8;152;8;8;538;binomial
646_fri_c3_500_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790238248668827;train;0.117808463333333;3;45;166;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840840542376251;test;0.117808463333333;3;45;166;5;9;350;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.570279367579654;train;1.28594251166667;5;184;378;4;5;700;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.532468040200313;test;1.28594251166667;5;184;378;4;5;700;continuous
prnn_crabs;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124190658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.108310773333333;3;3;24;3;3;140;binomial
prnn_crabs;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124190658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997775305895439;test;0.108310773333333;3;3;24;3;3;140;binomial
breast_cancer;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784574468085106;train;0.596850641666667;3;160;326;8;9;201;binomial
breast_cancer;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680666666666667;test;0.596850641666667;3;160;326;8;9;201;binomial
663_rabe_266;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.115305440601772;train;1.19262452166667;5;200;410;2;2;84;continuous
663_rabe_266;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.12082705827522;test;1.19262452166667;5;200;410;2;2;84;continuous
allhypo;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84695768707483;train;4.40713983833333;13;322;670;18;25;2639;multinomial
allhypo;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831956579932034;test;4.40713983833333;13;322;670;18;25;2639;multinomial
609_fri_c0_1000_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124182435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484910912429786;train;0.0984187483333333;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124182435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482468545560397;test;0.0984187483333333;3;25;156;5;5;700;continuous
collins;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;3.00220629333333;9;264;546;1;20;340;multinomial
collins;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;3.00220629333333;9;264;546;1;20;340;multinomial
agaricus_lepiota;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.66475167666667;3;160;326;20;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.66475167666667;3;160;326;20;20;5702;binomial
594_fri_c2_100_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125114147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321526800983242;train;0.712833433333333;3;160;326;4;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125114147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662430146652852;test;0.712833433333333;3;160;326;4;5;70;continuous
225_puma8NH;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49673195346965;train;6.31360923833333;12;260;544;3;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.519317113846831;test;6.31360923833333;12;260;544;3;8;5735;continuous
695_chatfield_4;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.372174415152946;train;0.140735943333333;3;50;166;1;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408788371793121;test;0.140735943333333;3;50;166;1;10;165;continuous
buggyCrx;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944096277676389;train;0.81744589;12;52;544;11;13;483;binomial
buggyCrx;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872721928277484;test;0.81744589;12;52;544;11;13;483;binomial
529_pollen;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453001558194704;train;1.91837867666667;6;204;420;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43267836795666;test;1.91837867666667;6;204;420;4;4;2694;continuous
mfeat_factors;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.17179333;3;66;138;103;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983770763154308;test;1.17179333;3;66;138;103;137;1400;multinomial
706_sleuth_case1202;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540749651692415;train;1.10849551166667;13;12;326;4;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496380507298146;test;1.10849551166667;13;12;326;4;6;66;continuous
saheart;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125094845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.773970075835212;train;0.36492851;3;9;62;8;9;324;binomial
saheart;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125094845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846366607995977;test;0.36492851;3;9;62;8;9;324;binomial
flags;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126092730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.828170058333333;10;40;432;33;40;125;multinomial
flags;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126092730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.623131313131313;test;0.828170058333333;10;40;432;33;40;125;multinomial
1096_FacultySalaries;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.372873899653966;train;0.0856496383333333;3;4;32;2;2;35;continuous
1096_FacultySalaries;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.362902377693525;test;0.0856496383333333;3;4;32;2;2;35;continuous
1595_poker;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81613754700358;train;3.400807675;5;50;250;6;10;717507;continuous
1595_poker;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815100613141882;test;3.400807675;5;50;250;6;10;717507;continuous
mfeat_karhunen;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999915492781968;train;21.2423806316667;3;58;138;56;64;1400;multinomial
mfeat_karhunen;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992875973282471;test;21.2423806316667;3;58;138;56;64;1400;multinomial
592_fri_c4_1000_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184811247781315;train;2.07633745333333;5;200;410;8;25;700;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279011830205716;test;2.07633745333333;5;200;410;8;25;700;continuous
analcatdata_asbestos;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828671328671329;train;0.615924393333333;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958041958041958;test;0.615924393333333;3;160;326;3;3;59;binomial
vehicle;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943729319631436;train;1.55546344333333;3;13;82;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939603805262773;test;1.55546344333333;3;13;82;13;13;593;multinomial
nikuradse_2;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124202632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835607207478229;train;0.723791445;3;160;326;0;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124202632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796933097457016;test;0.723791445;3;160;326;0;1;254;continuous
banana;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986273021476905;train;2.11264541166667;3;160;326;2;2;3710;binomial
banana;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962421723548617;test;2.11264541166667;3;160;326;2;2;3710;binomial
buggyCrx;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948848180159085;train;3.33461452666667;20;484;1008;10;13;483;binomial
buggyCrx;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900254752106604;test;3.33461452666667;20;484;1008;10;13;483;binomial
631_fri_c1_500_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124193751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868836049375898;train;1.321026955;5;200;410;3;5;350;continuous
631_fri_c1_500_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124193751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850456743079657;test;1.321026955;5;200;410;3;5;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813428127228344;train;0.88575136;3;49;150;4;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809377700521787;test;0.88575136;3;49;150;4;25;350;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842609601197519;train;0.20994904;5;25;240;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856487143530181;test;0.20994904;5;25;240;5;5;700;continuous
analcatdata_boxing1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638521634615385;train;0.18572413;8;12;186;1;3;84;binomial
analcatdata_boxing1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.588461538461539;test;0.18572413;8;12;186;1;3;84;binomial
biomed;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.604954061666667;3;160;326;5;8;147;binomial
biomed;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973290598290598;test;0.604954061666667;3;160;326;5;8;147;binomial
590_fri_c0_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.498764902753897;train;0.929520413316667;3;70;150;4;50;700;continuous
590_fri_c0_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485108318324383;test;0.929520413316667;3;70;150;4;50;700;continuous
heart_statlog;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969503710575139;train;0.35590974;6;52;300;12;13;189;binomial
heart_statlog;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829253365973072;test;0.35590974;6;52;300;12;13;189;binomial
texture;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999995356236586;train;29.8754045983333;3;12;76;12;12;3850;multinomial
texture;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999807897608093;test;29.8754045983333;3;12;76;12;12;3850;multinomial
586_fri_c3_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797167998712002;train;0.828631790016667;3;50;146;13;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876880453733584;test;0.828631790016667;3;50;146;13;25;700;continuous
heart_c;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913609782030835;train;0.794564786666667;3;160;326;12;13;213;binomial
heart_c;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961789844142785;test;0.794564786666667;3;160;326;12;13;213;binomial
588_fri_c4_1000_100;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125120916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853910787587623;train;0.71307618;3;72;150;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125120916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813438980625414;test;0.71307618;3;72;150;5;100;700;continuous
230_machine_cpu;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159858956847205;train;1.29202373333333;6;220;452;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242856062624154;test;1.29202373333333;6;220;452;6;6;147;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248628028823857;train;2.44639818166667;11;320;662;4;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354208814901371;test;2.44639818166667;11;320;662;4;25;350;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199892927442263;train;2.53575505666667;7;240;494;5;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304947462341452;test;2.53575505666667;7;240;494;5;10;700;continuous
210_cloud;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237481865403172;train;0.522159733333333;3;160;326;5;5;76;continuous
210_cloud;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377811145372922;test;0.522159733333333;3;160;326;5;5;76;continuous
contraceptive;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739306390246324;train;0.311190293333333;10;9;188;6;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698761448654118;test;0.311190293333333;10;9;188;6;9;1032;multinomial
prnn_fglass;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124182442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991464459703541;train;1.12137816166667;5;200;410;8;9;144;multinomial
prnn_fglass;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124182442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936402173913043;test;1.12137816166667;5;200;410;8;9;144;multinomial
616_fri_c4_500_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125123024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847763220029149;train;1.461221695;6;220;452;38;50;350;continuous
616_fri_c4_500_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125123024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857601073936971;test;1.461221695;6;220;452;38;50;350;continuous
195_auto_price;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.3895391972415;train;0.903577911666667;7;18;272;8;9;112;continuous
195_auto_price;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.410715093215001;test;0.903577911666667;7;18;272;8;9;112;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54158198536126;train;0.401994398333333;8;50;376;10;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452239943118022;test;0.401994398333333;8;50;376;10;10;175;continuous
segmentation;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9989524166293;train;1.31560823166667;3;160;326;12;14;1617;multinomial
segmentation;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996957361675043;test;1.31560823166667;3;160;326;12;14;1617;multinomial
prnn_crabs;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125145940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996723996723997;train;0.938834008333333;5;184;378;3;3;140;binomial
prnn_crabs;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125145940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.938834008333333;5;184;378;3;3;140;binomial
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824134050914552;train;1.60985583666667;9;20;372;5;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881369415818108;test;1.60985583666667;9;20;372;5;10;700;continuous
satimage;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9965677840409;train;3.53591955666667;3;160;326;22;25;4505;multinomial
satimage;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981534764130821;test;3.53591955666667;3;160;326;22;25;4505;multinomial
heart_statlog;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942424926620004;train;1.16717513333333;8;13;204;11;13;189;binomial
heart_statlog;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834793491864831;test;1.16717513333333;8;13;204;11;13;189;binomial
1089_USCrime;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.428293661810496;train;0.57662479;11;35;500;4;7;33;continuous
1089_USCrime;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.534665169399896;test;0.57662479;11;35;500;4;7;33;continuous
225_puma8NH;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.764803876209867;train;0.787944693333333;5;16;176;3;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.751984786604283;test;0.787944693333333;5;16;176;3;8;5735;continuous
prnn_crabs;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.506824636666667;3;160;326;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973981900452489;test;0.506824636666667;3;160;326;3;3;140;binomial
606_fri_c2_1000_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.162878502437579;train;3.86708165833333;13;360;746;6;10;700;continuous
606_fri_c2_1000_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313420379597512;test;3.86708165833333;13;360;746;6;10;700;continuous
irish;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849287974683544;train;0.200278621666667;5;16;158;2;4;350;binomial
irish;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908430232558139;test;0.200278621666667;5;16;158;2;4;350;binomial
616_fri_c4_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836137973763641;train;1.40082532666667;6;97;276;7;50;350;continuous
616_fri_c4_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812800619566382;test;1.40082532666667;6;97;276;7;50;350;continuous
Hill_Valley_without_noise;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.703634182642113;train;4.09072889666667;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.522551783306778;test;4.09072889666667;20;500;1040;1;1;849;binomial
547_no2;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790326005011066;train;0.235809341683333;3;14;88;4;7;350;continuous
547_no2;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803365309924034;test;0.235809341683333;3;14;88;4;7;350;continuous
spambase;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125134705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980625637845728;train;3.24923521666667;6;220;452;47;54;3221;binomial
spambase;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125134705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96730755699409;test;3.24923521666667;6;220;452;47;54;3221;binomial
195_auto_price;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125185100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.391919583628368;train;0.376857153333333;7;50;344;3;10;112;continuous
195_auto_price;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125185100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461470118365211;test;0.376857153333333;7;50;344;3;10;112;continuous
sonar;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801659125188537;train;0.517732551666667;7;119;342;2;59;146;binomial
sonar;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74503657262278;test;0.517732551666667;7;119;342;2;59;146;binomial
654_fri_c0_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.544275984385294;train;0.90000885;3;160;326;10;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.550400273165199;test;0.90000885;3;160;326;10;10;350;continuous
ionosphere;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972238204833141;train;1.710799545;20;128;888;28;32;246;binomial
ionosphere;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902985074626866;test;1.710799545;20;128;888;28;32;246;binomial
sleep;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.59409286712504;train;73.8342231383333;1;13;36;10;13;74136;multinomial
sleep;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.59197152515561;test;73.8342231383333;1;13;36;10;13;74136;multinomial
new_thyroid;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.679575476666667;3;160;326;5;5;151;multinomial
new_thyroid;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194719_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998492678725237;test;0.679575476666667;3;160;326;5;5;151;multinomial
segmentation;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999045912209388;train;1.67473190168333;3;160;326;10;14;1617;multinomial
segmentation;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999074696060002;test;1.67473190168333;3;160;326;10;14;1617;multinomial
waveform_40;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994705332913357;train;6.72869925333333;12;340;704;21;40;3500;multinomial
waveform_40;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972717574116773;test;6.72869925333333;12;340;704;21;40;3500;multinomial
594_fri_c2_100_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336756776723617;train;0.621752438333333;3;160;326;5;5;70;continuous
594_fri_c2_100_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.756567976226326;test;0.621752438333333;3;160;326;5;5;70;continuous
clean2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999999286758675;train;5.244704915;6;220;452;70;107;4619;binomial
clean2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999115659023672;test;5.244704915;6;220;452;70;107;4619;binomial
690_visualizing_galaxy;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126112044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.119936052282934;train;0.5639038;3;160;326;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126112044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149892286112606;test;0.5639038;3;160;326;3;3;227;continuous
1201_BNG_breastTumor;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915283110450577;train;16.6575157516667;7;240;494;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917158684660518;test;16.6575157516667;7;240;494;9;9;81648;continuous
buggyCrx;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931260975861713;train;0.398156531666667;6;49;292;5;13;483;binomial
buggyCrx;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880511463844797;test;0.398156531666667;6;49;292;5;13;483;binomial
218_house_8L;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457448526051175;train;4.39969449833333;7;16;238;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.442772869231591;test;4.39969449833333;7;16;238;8;8;15949;continuous
294_satellite_image;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474895292380712;train;0.222450456666667;3;85;176;24;25;4505;continuous
294_satellite_image;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489154674494438;test;0.222450456666667;3;85;176;24;25;4505;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713698508849216;train;2.93741933835;5;200;410;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.703803920249234;test;2.93741933835;5;200;410;9;9;12248;continuous
spambase;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125143647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986738140547791;train;3.52567024;5;200;410;53;53;3221;binomial
spambase;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125143647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978969650017228;test;3.52567024;5;200;410;53;53;3221;binomial
contraceptive;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716646069258408;train;1.46011588;5;200;410;3;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.727395145662955;test;1.46011588;5;200;410;3;9;1032;multinomial
nikuradse_2;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126115139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809773109835952;train;0.72611709;3;160;326;1;1;254;continuous
nikuradse_2;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126115139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.752139957771774;test;0.72611709;3;160;326;1;1;254;continuous
fars;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837435441885741;train;38.842339045;0;100;200;21;21;70678;multinomial
fars;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884236476155621;test;38.842339045;0;100;200;21;21;70678;multinomial
633_fri_c0_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.545574273185432;train;0.875566376666667;3;50;150;9;25;350;continuous
633_fri_c0_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603023600371518;test;0.875566376666667;3;50;150;9;25;350;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807626001199402;train;0.23354701335;3;90;186;9;50;700;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842416309842532;test;0.23354701335;3;90;186;9;50;700;continuous
Hill_Valley_without_noise;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.51200812755374;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497692494534855;test;;-Inf;-Inf;;1;1;849;binomial
607_fri_c4_1000_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192779840276588;train;2.495323465;3;160;326;46;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420041087122621;test;2.495323465;3;160;326;46;50;700;continuous
page_blocks;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976470951321595;train;0.381203476666667;10;7;148;5;7;3832;multinomial
page_blocks;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968737493156067;test;0.381203476666667;10;7;148;5;7;3832;multinomial
207_autoPrice;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210216986250093;train;0.92788159835;5;200;410;11;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370162006474133;test;0.92788159835;5;200;410;11;12;112;continuous
mfeat_fourier;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994286228745781;train;2.392998335;3;160;326;10;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97576664810093;test;2.392998335;3;160;326;10;76;1400;multinomial
ionosphere;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932977207977208;train;1.08571051833333;6;204;420;26;32;246;binomial
ionosphere;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894927536231884;test;1.08571051833333;6;204;420;26;32;246;binomial
1199_BNG_echoMonths;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.675649258431484;train;10.3875000466667;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.694746678407368;test;10.3875000466667;3;160;326;9;9;12248;continuous
294_satellite_image;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453046985543202;train;0.221722171666667;3;85;176;24;24;4505;continuous
294_satellite_image;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474027603431946;test;0.221722171666667;3;85;176;24;24;4505;continuous
vowel;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969047314122416;train;7.42449477668333;3;13;82;13;13;693;multinomial
vowel;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964844424763251;test;7.42449477668333;3;13;82;13;13;693;multinomial
dermatology;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999123904881101;train;8.715321345;8;26;320;20;26;257;multinomial
dermatology;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96963108094891;test;8.715321345;8;26;320;20;26;257;multinomial
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852458093247845;train;1.65695516166667;6;220;452;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820853708232595;test;1.65695516166667;6;220;452;5;5;700;continuous
nikuradse_1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.202344798990367;train;0.1589575;3;4;32;1;2;254;continuous
nikuradse_1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194686752167954;test;0.1589575;3;4;32;1;2;254;continuous
651_fri_c0_100_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398780992564908;train;1.70086152333333;7;240;494;7;25;70;continuous
651_fri_c0_100_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.876080450172155;test;1.70086152333333;7;240;494;7;25;70;continuous
heart_c;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948528099910794;train;1.94800211333333;9;13;240;12;13;213;binomial
heart_c;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906481939633845;test;1.94800211333333;9;13;240;12;13;213;binomial
596_fri_c2_250_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797394973674736;train;0.247991543333333;7;25;324;5;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862083504084901;test;0.247991543333333;7;25;324;5;5;175;continuous
519_vinnie;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491556835885648;train;0.0740001016666667;3;10;80;1;2;266;continuous
519_vinnie;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.441465930824299;test;0.0740001016666667;3;10;80;1;2;266;continuous
nikuradse_1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485020167765886;train;1.46282244333333;20;321;682;1;2;254;continuous
nikuradse_1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517023423646376;test;1.46282244333333;20;321;682;1;2;254;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224219573975557;train;1.84223294166667;8;260;536;5;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413686464440551;test;1.84223294166667;8;260;536;5;25;175;continuous
653_fri_c0_250_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126105657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.42200425134045;train;0.756524885;3;49;150;18;25;175;continuous
653_fri_c0_250_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126105657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.602309679708218;test;0.756524885;3;49;150;18;25;175;continuous
nikuradse_2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821585222199037;train;0.04351363;3;5;40;0;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.774931503822394;test;0.04351363;3;5;40;0;1;254;continuous
horse_colic;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904191616766467;train;0.717535191666667;3;160;326;4;22;258;binomial
horse_colic;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875555555555556;test;0.717535191666667;3;160;326;4;22;258;binomial
biomed;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952173913043478;train;1.57748609166667;8;260;536;4;8;147;binomial
biomed;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970238095238095;test;1.57748609166667;8;260;536;4;8;147;binomial
627_fri_c2_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422044233732886;train;0.719323101666667;3;160;326;10;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.531678451407217;test;0.719323101666667;3;160;326;10;10;350;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195879492173178;train;1.48574512333333;5;200;410;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303050690892421;test;1.48574512333333;5;200;410;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125120531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822939020939643;train;1.724166945;9;20;370;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125120531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824564716526005;test;1.724166945;9;20;370;5;10;700;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985119047619048;train;1.26610294333333;8;260;536;4;4;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.722222222222222;test;1.26610294333333;8;260;536;4;4;37;binomial
1201_BNG_breastTumor;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126094533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915510616879559;train;3.31425570166667;5;18;196;8;9;81648;continuous
1201_BNG_breastTumor;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126094533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916505442858852;test;3.31425570166667;5;18;196;8;9;81648;continuous
602_fri_c3_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264398951753127;train;0.714310383333333;3;160;326;6;9;175;continuous
602_fri_c3_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411625285209603;test;0.714310383333333;3;160;326;6;9;175;continuous
schizo;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.672252171308775;train;4.31259892501667;16;13;424;6;13;238;multinomial
schizo;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.598993464052288;test;4.31259892501667;16;13;424;6;13;238;multinomial
230_machine_cpu;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125183433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.301305374136646;train;0.687348255;3;160;326;5;6;147;continuous
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230_machine_cpu;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125130511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.181766055257069;train;0.441272066666667;9;30;418;6;6;147;continuous
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movement_libras;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126092302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952036407155455;test;2.425446905;8;228;472;17;20;252;multinomial
519_vinnie;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.470724103040011;train;0.57221767;3;160;326;1;2;266;continuous
519_vinnie;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466281043316308;test;0.57221767;3;160;326;1;2;266;continuous
colic;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883597883597884;train;2.05042393333333;8;22;260;4;22;258;binomial
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597_fri_c2_500_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822515786649597;train;2.664125285;14;273;574;5;5;350;continuous
597_fri_c2_500_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883407995393763;test;2.664125285;14;273;574;5;5;350;continuous
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1030_ERA;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746158666362863;train;0.09701604;3;20;138;4;4;700;continuous
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penguins;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.711875798333333;3;160;326;7;7;241;multinomial
penguins;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.711875798333333;3;160;326;7;7;241;multinomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964497041420118;train;0.177402426666667;3;6;46;6;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96031746031746;test;0.177402426666667;3;6;46;6;6;65;binomial
analcatdata_aids;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126091333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796052631578947;train;1.20009229833333;14;277;582;3;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126091333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.314814814814815;test;1.20009229833333;14;277;582;3;3;35;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996422182468694;train;0.782443896683333;3;160;326;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.782443896683333;3;160;326;2;4;185;binomial
643_fri_c2_500_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878212313549337;train;1.95688535;11;316;654;6;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.896278561800695;test;1.95688535;11;316;654;6;25;350;continuous
663_rabe_266;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.120578588724801;train;0.513532385;3;160;326;2;2;84;continuous
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690_visualizing_galaxy;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317653197462053;train;0.0561904866666667;3;15;92;3;3;227;continuous
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603_fri_c0_250_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.606816310710218;test;1.18095246166667;3;160;326;45;50;175;continuous
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595_fri_c0_1000_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50870880772264;test;0.363923098333333;7;50;334;7;10;700;continuous
shuttle;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997746406047225;train;34.3380864883333;3;160;326;6;8;40600;multinomial
shuttle;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996402679895151;test;34.3380864883333;3;160;326;6;8;40600;multinomial
665_sleuth_case2002;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.70842049486655;train;0.51216874;11;30;502;1;6;103;continuous
665_sleuth_case2002;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826845867606532;test;0.51216874;11;30;502;1;6;103;continuous
592_fri_c4_1000_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126115308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848701032304675;train;0.797879535;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126115308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881267935650099;test;0.797879535;3;160;326;5;25;700;continuous
appendicitis;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86592505854801;train;0.497169993333333;3;160;326;4;4;75;binomial
appendicitis;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860119047619048;test;0.497169993333333;3;160;326;4;4;75;binomial
666_rmftsa_ladata;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348593994935219;train;1.54283833666667;6;220;452;10;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.565512631750148;test;1.54283833666667;6;220;452;10;10;356;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818646162159178;train;1.41800368;6;220;452;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860076328468289;test;1.41800368;6;220;452;5;5;350;continuous
appendicitis;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812646370023419;train;0.512683486666667;3;160;326;4;4;75;binomial
appendicitis;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839285714285714;test;0.512683486666667;3;160;326;4;4;75;binomial
192_vineyard;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.548825068555264;train;0.5890335;3;160;326;1;2;37;continuous
192_vineyard;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.582195962888053;test;0.5890335;3;160;326;1;2;37;continuous
641_fri_c1_500_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225074420490944;train;2.795870995;10;300;620;5;10;350;continuous
641_fri_c1_500_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355615016372133;test;2.795870995;10;300;620;5;10;350;continuous
Hill_Valley_with_noise;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.525571587125416;train;3.74104078;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.508044441746099;test;3.74104078;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126111821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52730199256258;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126111821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.462968607131972;test;;-Inf;-Inf;;1;1;849;binomial
analcatdata_asbestos;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933333333333333;train;0.0417311633333333;3;3;24;3;3;59;binomial
analcatdata_asbestos;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7265625;test;0.0417311633333333;3;3;24;3;3;59;binomial
651_fri_c0_100_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.59745682758595;train;2.00263514666667;12;292;608;16;25;70;continuous
651_fri_c0_100_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.529720311095559;test;2.00263514666667;12;292;608;16;25;70;continuous
colic;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898352361183186;train;1.547472905;8;260;536;2;22;258;binomial
colic;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827556022408963;test;1.547472905;8;260;536;2;22;258;binomial
593_fri_c1_1000_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812025791073481;train;0.249436088333333;6;50;292;8;10;700;continuous
593_fri_c1_1000_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846959990941313;test;0.249436088333333;6;50;292;8;10;700;continuous
credit_a;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956979033539429;train;1.33270268;6;220;452;14;14;483;binomial
credit_a;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937295790889871;test;1.33270268;6;220;452;14;14;483;binomial
ionosphere;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898504273504274;train;1.112391295;6;220;452;28;32;246;binomial
ionosphere;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857085346215781;test;1.112391295;6;220;452;28;32;246;binomial
mfeat_zernike;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987672888064548;train;1.78487883;3;160;326;32;32;1400;multinomial
mfeat_zernike;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125110122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977797123066677;test;1.78487883;3;160;326;32;32;1400;multinomial
magic;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928591953310434;train;11.5056709766667;3;160;326;9;9;13314;binomial
magic;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917057671661449;test;11.5056709766667;3;160;326;9;9;13314;binomial
allbp;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996814999850826;train;1.72656539666667;3;160;326;3;25;2641;multinomial
allbp;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991198568872987;test;1.72656539666667;3;160;326;3;25;2641;multinomial
tae;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.687016428192899;train;0.0854082233333334;7;4;62;3;4;106;multinomial
tae;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740740740740741;test;0.0854082233333334;7;4;62;3;4;106;multinomial
hypothyroid;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994766292697865;train;2.08466165333333;3;160;326;17;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972668043858255;test;2.08466165333333;3;160;326;17;20;2215;binomial
687_sleuth_ex1605;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.630944865335724;train;1.81115539;12;308;640;5;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.554237153706431;test;1.81115539;12;308;640;5;5;44;continuous
537_houses;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125200906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49829571777025;train;23.9489958733333;13;312;650;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125200906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.516408264238714;test;23.9489958733333;13;312;650;5;5;14448;continuous
618_fri_c3_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124191546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826328964706228;train;0.261920548333333;3;90;186;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124191546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850424478083303;test;0.261920548333333;3;90;186;5;50;700;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799839445959665;train;0.171323291666667;5;10;116;5;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838574129615254;test;0.171323291666667;5;10;116;5;5;70;continuous
cleve;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94295724038807;train;2.02431258501667;8;13;198;13;13;213;binomial
cleve;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883399209486166;test;2.02431258501667;8;13;198;13;13;213;binomial
609_fri_c0_1000_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474379524254202;train;0.103209918333333;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49138505390831;test;0.103209918333333;3;25;156;5;5;700;continuous
labor;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.923513286666667;9;15;272;14;15;40;binomial
labor;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966666666666667;test;0.923513286666667;9;15;272;14;15;40;binomial
593_fri_c1_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808900459637107;train;1.52036971166667;5;200;410;5;10;700;continuous
593_fri_c1_1000_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866371741491871;test;1.52036971166667;5;200;410;5;10;700;continuous
australian;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124172318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929186445376113;train;0.208919426666667;3;52;166;5;13;483;binomial
australian;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124172318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919278252611586;test;0.208919426666667;3;52;166;5;13;483;binomial
nikuradse_2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783001156819466;train;0.0476522383333333;3;2;16;0;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125191853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.901141095722281;test;0.0476522383333333;3;2;16;0;1;254;continuous
credit_g;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817248317491154;train;1.78775790833333;20;80;880;8;20;700;binomial
credit_g;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75090142704789;test;1.78775790833333;20;80;880;8;20;700;binomial
diabetes;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965337538484644;train;0.846532606666667;3;160;326;8;8;538;binomial
diabetes;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849376344086022;test;0.846532606666667;3;160;326;8;8;538;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977124183006536;train;0.0847978616666667;3;12;96;2;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928571428571429;test;0.0847978616666667;3;12;96;2;3;35;binomial
calendarDOW;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.690293255890105;train;0.128595343333333;3;13;88;1;13;280;multinomial
calendarDOW;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.715408456486043;test;0.128595343333333;3;13;88;1;13;280;multinomial
breast_w;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991901092323807;train;0.751677925;3;160;326;8;9;490;binomial
breast_w;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991341991341991;test;0.751677925;3;160;326;8;9;490;binomial
bupa;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722529914529915;train;0.358374371666667;5;5;56;4;5;242;binomial
bupa;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.625565610859729;test;0.358374371666667;5;5;56;4;5;242;binomial
228_elusage;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337832675758198;train;0.610298205;3;160;326;1;1;39;continuous
228_elusage;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446789472339091;test;0.610298205;3;160;326;1;1;39;continuous
695_chatfield_4;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125154345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.355228166535604;train;0.360731626666667;8;25;364;2;5;165;continuous
695_chatfield_4;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125154345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476807509799276;test;0.360731626666667;8;25;364;2;5;165;continuous
227_cpu_small;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176561979497962;train;7.09027361333333;8;260;536;10;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18665728511052;test;7.09027361333333;8;260;536;10;12;5735;continuous
buggyCrx;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93904801439048;train;2.02095395666667;9;13;238;11;13;483;binomial
buggyCrx;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902597402597403;test;2.02095395666667;9;13;238;11;13;483;binomial
207_autoPrice;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798839521550594;train;0.531295678333333;3;160;326;10;10;112;continuous
207_autoPrice;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880418486262042;test;0.531295678333333;3;160;326;10;10;112;continuous
657_fri_c2_250_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845459228917281;train;0.237704126666667;6;50;292;3;10;175;continuous
657_fri_c2_250_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897727037246978;test;0.237704126666667;6;50;292;3;10;175;continuous
218_house_8L;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465739166448852;train;1.83237636666667;3;160;326;5;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451137649799049;test;1.83237636666667;3;160;326;5;8;15949;continuous
backache;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808962264150943;train;4.78096682;15;32;640;31;32;126;binomial
backache;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.583673469387755;test;4.78096682;15;32;640;31;32;126;binomial
611_fri_c3_100_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794150628125489;train;0.17131917;3;8;60;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.880109847409048;test;0.17131917;3;8;60;4;4;70;continuous
buggyCrx;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946213973348025;train;1.46408638835;9;280;578;9;14;483;binomial
buggyCrx;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888398980991574;test;1.46408638835;9;280;578;9;14;483;binomial
nikuradse_1;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0554083091871083;train;0.599307243333333;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0901394440710766;test;0.599307243333333;3;160;326;2;2;254;continuous
spambase;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985829868728864;train;2.95486138833333;3;160;326;53;53;3221;binomial
spambase;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125103837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97716673506697;test;2.95486138833333;3;160;326;53;53;3221;binomial
582_fri_c1_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808086362482598;train;2.02095556666667;11;50;486;9;25;350;continuous
582_fri_c1_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838292197903189;test;2.02095556666667;11;50;486;9;25;350;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508227986931238;train;0.796406475;3;72;150;11;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508894405160947;test;0.796406475;3;72;150;11;50;700;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778344117821425;train;2.04046077001667;9;280;578;9;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831112336549892;test;2.04046077001667;9;280;578;9;10;175;continuous
522_pm10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846788316874857;train;0.91009981;14;35;628;7;7;350;continuous
522_pm10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838923734035639;test;0.91009981;14;35;628;7;7;350;continuous
prnn_fglass;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9684762745653;train;1.63814856666667;8;260;536;7;9;144;multinomial
prnn_fglass;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903315217391304;test;1.63814856666667;8;260;536;7;9;144;multinomial
credit_g;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807424793199187;train;2.98112889166667;10;20;370;14;20;700;binomial
credit_g;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780467492088168;test;2.98112889166667;10;20;370;14;20;700;binomial
analcatdata_happiness;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.769169719169719;train;0.085004135;3;3;24;1;3;42;multinomial
analcatdata_happiness;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747619047619048;test;0.085004135;3;3;24;1;3;42;multinomial
1196_BNG_pharynx;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125102830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661443466477848;train;254.575274655;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125102830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662252165752427;test;254.575274655;0;100;200;5;10;700000;continuous
buggyCrx;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950717959338649;train;1.40563383;6;220;452;13;13;483;binomial
buggyCrx;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938283510125362;test;1.40563383;6;220;452;13;13;483;binomial
shuttle;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940951806469504;train;1.74555298333333;6;8;104;6;8;40600;multinomial
shuttle;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941739883079009;test;1.74555298333333;6;8;104;6;8;40600;multinomial
658_fri_c3_250_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329841724943993;train;1.67085838333333;6;220;452;5;25;175;continuous
658_fri_c3_250_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45477076468148;test;1.67085838333333;6;220;452;5;25;175;continuous
buggyCrx;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946954305981199;train;0.676573943333333;3;160;326;11;14;483;binomial
buggyCrx;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881736233588086;test;0.676573943333333;3;160;326;11;14;483;binomial
210_cloud;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.223924228103111;train;0.391671458333333;6;10;132;5;5;76;continuous
210_cloud;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.310643574986635;test;0.391671458333333;6;10;132;5;5;76;continuous
glass2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87522824102252;train;0.624711911666667;8;9;150;8;9;115;binomial
glass2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770434782608696;test;0.624711911666667;8;9;150;8;9;115;binomial
prnn_synth;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95359477124183;train;0.0841056733333334;3;2;16;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899285714285714;test;0.0841056733333334;3;2;16;2;2;175;binomial
537_houses;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606998328905845;train;1.07314796333333;3;10;72;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.595265656436603;test;1.07314796333333;3;10;72;5;5;14448;continuous
1089_USCrime;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.382863594270468;train;0.464397181666667;8;12;204;4;6;33;continuous
1089_USCrime;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.427182889962721;test;0.464397181666667;8;12;204;4;6;33;continuous
527_analcatdata_election2000;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0791507246281102;train;0.03646026;3;5;40;1;1;47;continuous
527_analcatdata_election2000;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.079537394477979;test;0.03646026;3;5;40;1;1;47;continuous
optdigits;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999416196624373;train;1.56927025166667;5;57;222;38;61;3934;multinomial
optdigits;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995125132270065;test;1.56927025166667;5;57;222;38;61;3934;multinomial
579_fri_c0_250_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.470193804566478;train;0.104037308333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605827572452551;test;0.104037308333333;3;25;156;5;5;175;continuous
ring;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777674367432808;train;2.72461047501667;6;20;186;20;20;5180;binomial
ring;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757581096705467;test;2.72461047501667;6;20;186;20;20;5180;binomial
pima;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830975785183409;train;0.583723784983333;3;160;326;5;8;538;binomial
pima;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809164934164934;test;0.583723784983333;3;160;326;5;8;538;binomial
mfeat_factors;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998857704214;train;27.4508194483333;3;66;138;136;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125175957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998988155522046;test;27.4508194483333;3;66;138;136;136;1400;multinomial
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820142036418279;train;0.28142802;8;25;366;5;5;700;continuous
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dermatology;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.40558049;5;25;194;19;25;257;multinomial
dermatology;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942708385624262;test;0.40558049;5;25;194;19;25;257;multinomial
wine_recognition;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0987992483333333;3;13;88;8;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0987992483333333;3;13;88;8;13;125;multinomial
nikuradse_1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0339791340103022;train;0.507147216666667;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0733982548772206;test;0.507147216666667;3;160;326;2;2;254;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839622110220634;train;0.217269903333333;3;90;186;10;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841024733337837;test;0.217269903333333;3;90;186;10;50;700;continuous
ecoli;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125200154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983205219088714;train;0.673233201666667;3;160;326;5;6;229;multinomial
ecoli;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125200154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973920671243326;test;0.673233201666667;3;160;326;5;6;229;multinomial
197_cpu_act;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.148096066324166;train;24.1298031033333;11;320;662;12;17;5735;continuous
197_cpu_act;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200588842662718;test;24.1298031033333;11;320;662;12;17;5735;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167760399292449;train;3.98479267166667;20;429;898;6;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314155386017599;test;3.98479267166667;20;429;898;6;50;700;continuous
prnn_fglass;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.614793752657694;train;1.84936013333333;11;304;632;6;9;144;multinomial
prnn_fglass;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.581375;test;1.84936013333333;11;304;632;6;9;144;multinomial
glass2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82486388384755;train;1.90689859498333;9;280;578;7;9;115;binomial
glass2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656987295825771;test;1.90689859498333;9;280;578;7;9;115;binomial
595_fri_c0_1000_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468327546672149;train;0.455703721666667;3;20;134;8;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512408449947843;test;0.455703721666667;3;20;134;8;10;700;continuous
twonorm;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125144545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998198861440696;train;2.26091160333333;3;20;110;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125144545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997175152711456;test;2.26091160333333;3;20;110;20;20;5180;binomial
letter;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126103253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979350565885898;train;35.0016897516667;4;180;368;16;16;14000;multinomial
letter;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126103253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978596656880872;test;35.0016897516667;4;180;368;16;16;14000;multinomial
598_fri_c0_1000_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125113613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49224845182501;train;0.96871352;3;49;146;8;25;700;continuous
598_fri_c0_1000_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125113613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.542376532959179;test;0.96871352;3;49;146;8;25;700;continuous
horse_colic;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872767857142857;train;1.17857761333333;5;200;410;12;22;258;binomial
horse_colic;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820540935672515;test;1.17857761333333;5;200;410;12;22;258;binomial
pendigits;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999195202757721;train;5.04001358;3;160;326;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998824266879354;test;5.04001358;3;160;326;16;16;7695;multinomial
dermatology;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.12916332;3;25;126;25;25;257;multinomial
dermatology;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997196018364532;test;2.12916332;3;25;126;25;25;257;multinomial
562_cpu_small;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.154043222940185;train;5.53726906;3;160;326;12;12;5735;continuous
562_cpu_small;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188700003061132;test;5.53726906;3;160;326;12;12;5735;continuous
tokyo1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966190911920911;train;0.703115181666667;3;23;102;5;23;672;binomial
tokyo1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961146214388649;test;0.703115181666667;3;23;102;5;23;672;binomial
breast_w;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98731884057971;train;0.719486585;3;160;326;7;8;490;binomial
breast_w;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994157937147462;test;0.719486585;3;160;326;7;8;490;binomial
695_chatfield_4;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316942446368133;train;0.332598306666667;7;50;334;4;10;165;continuous
695_chatfield_4;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.356844680200324;test;0.332598306666667;7;50;334;4;10;165;continuous
collins;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.25756423833333;3;160;326;5;20;340;multinomial
collins;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999847374847375;test;1.25756423833333;3;160;326;5;20;340;multinomial
movement_libras;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991887173932276;train;3.29016046166667;11;272;566;17;20;252;multinomial
movement_libras;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95569035021416;test;3.29016046166667;11;272;566;17;20;252;multinomial
clean1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.09985823333333;3;160;326;1;91;334;binomial
clean1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.09985823333333;3;160;326;1;91;334;binomial
wine_quality_red;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84978778338912;train;3.225020165;16;382;796;3;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.680295282315954;test;3.225020165;16;382;796;3;11;1120;multinomial
mnist;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99438794221352;train;156.180225176667;0;5;10;520;523;49000;multinomial
mnist;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992443398642606;test;156.180225176667;0;5;10;520;523;49000;multinomial
yeast;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918057568265733;train;2.581513855;9;280;578;8;8;1036;multinomial
yeast;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865531457100676;test;2.581513855;9;280;578;8;8;1036;multinomial
flags;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883021127423301;train;2.28125826333333;11;320;662;20;39;125;multinomial
flags;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.689104938271605;test;2.28125826333333;11;320;662;20;39;125;multinomial
allbp;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962078555423751;train;1.860670395;3;160;326;10;25;2641;multinomial
allbp;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934999370118418;test;1.860670395;3;160;326;10;25;2641;multinomial
594_fri_c2_100_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88999270347739;train;0.45564149;10;25;458;1;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.896747100935031;test;0.45564149;10;25;458;1;5;70;continuous
574_house_16H;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495251681106856;train;0.818098778316667;11;75;512;15;15;15949;continuous
574_house_16H;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.477152064870977;test;0.818098778316667;11;75;512;15;15;15949;continuous
647_fri_c1_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808591671632884;train;0.304491833333333;7;50;334;6;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140807_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838543152824166;test;0.304491833333333;7;50;334;6;10;175;continuous
auto;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998082963784183;train;1.36033032166667;6;220;452;17;21;142;multinomial
auto;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947008547008547;test;1.36033032166667;6;220;452;17;21;142;multinomial
527_analcatdata_election2000;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.731897499895542;train;0.0478498783333333;3;2;16;0;1;47;continuous
527_analcatdata_election2000;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.669106538323643;test;0.0478498783333333;3;2;16;0;1;47;continuous
buggyCrx;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92790365345546;train;0.287178756666667;5;52;250;3;13;483;binomial
buggyCrx;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865471291397217;test;0.287178756666667;5;52;250;3;13;483;binomial
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845891300483382;train;2.730238865;11;320;662;36;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838688848356754;test;2.730238865;11;320;662;36;100;700;continuous
225_puma8NH;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489885571362113;train;9.26191603333333;13;306;638;5;8;5735;continuous
225_puma8NH;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.556344925670677;test;9.26191603333333;13;306;638;5;8;5735;continuous
mfeat_fourier;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975649451459801;train;1.27675658333333;7;68;306;14;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960672000787335;test;1.27675658333333;7;68;306;14;76;1400;multinomial
optdigits;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999691826767788;train;4.94174750333333;3;160;326;52;61;3934;multinomial
optdigits;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998805294689168;test;4.94174750333333;3;160;326;52;61;3934;multinomial
641_fri_c1_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822079158259505;train;0.46697829;9;50;418;5;10;350;continuous
641_fri_c1_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871257699677867;test;0.46697829;9;50;418;5;10;350;continuous
230_machine_cpu;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240405164376956;train;1.61180258333333;20;318;676;4;6;147;continuous
230_machine_cpu;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.242664438197544;test;1.61180258333333;20;318;676;4;6;147;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247281596798709;train;1.85899526;20;380;800;3;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499182392943153;test;1.85899526;20;380;800;3;4;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.747896619201741;train;0.430262818333333;9;25;418;5;5;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.995504139285417;test;0.430262818333333;9;25;418;5;5;70;continuous
542_pollution;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.535716570719611;train;2.43256427666667;20;387;816;2;9;42;continuous
542_pollution;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.853693169633234;test;2.43256427666667;20;387;816;2;9;42;continuous
profb;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.63470247080321;train;1.10097953835;10;9;176;6;9;471;binomial
profb;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.714775413711584;test;1.10097953835;10;9;176;6;9;471;binomial
mfeat_morphological;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94806213905874;train;1.98270769166667;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940951136154721;test;1.98270769166667;3;3;24;3;3;1400;multinomial
twonorm;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997996244430451;train;0.28392126;3;60;166;20;20;5180;binomial
twonorm;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997868470160611;test;0.28392126;3;60;166;20;20;5180;binomial
659_sleuth_ex1714;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124183602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292588618377978;train;0.598090403333333;3;160;326;1;2;33;continuous
659_sleuth_ex1714;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124183602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.60224538165401;test;0.598090403333333;3;160;326;1;2;33;continuous
207_autoPrice;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124191034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.399579223211203;train;0.629049745;3;22;144;11;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124191034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342957510850632;test;0.629049745;3;22;144;11;11;112;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.335091032557594;train;0.108267775;6;10;132;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.622651844920995;test;0.108267775;6;10;132;1;2;33;continuous
207_autoPrice;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250253240059323;train;2.42629611333333;12;340;704;11;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40466468615272;test;2.42629611333333;12;340;704;11;12;112;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831780341168913;train;0.340209756666667;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849480757693829;test;0.340209756666667;3;10;72;5;5;700;continuous
profb;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125183037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.639344094391413;train;0.455269691666667;3;9;60;1;9;471;binomial
profb;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125183037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699182115594329;test;0.455269691666667;3;9;60;1;9;471;binomial
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203928109232465;train;1.25439846333333;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280229182696286;test;1.25439846333333;3;160;326;5;25;700;continuous
wine_recognition;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998787878787879;train;0.631729963333333;3;160;326;13;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999025341130604;test;0.631729963333333;3;160;326;13;13;125;multinomial
637_fri_c1_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871212348509235;train;2.57062362166667;20;375;790;5;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863498260307644;test;2.57062362166667;20;375;790;5;50;350;continuous
analcatdata_germangss;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731156028036935;train;0.100656801666667;7;5;76;1;5;280;multinomial
analcatdata_germangss;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124180612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707431333389348;test;0.100656801666667;7;5;76;1;5;280;multinomial
1199_BNG_echoMonths;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125192401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71374808950277;train;0.178078123333333;3;45;166;6;9;12248;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125192401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.714720180730429;test;0.178078123333333;3;45;166;6;9;12248;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.575112344547929;train;0.281991446666667;6;30;302;4;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50695882459233;test;0.281991446666667;6;30;302;4;6;66;continuous
schizo;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125182133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701274219821674;train;0.650278914983333;3;160;326;13;13;238;multinomial
schizo;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125182133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.606782106782107;test;0.650278914983333;3;160;326;13;13;238;multinomial
analcatdata_creditscore;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99;train;0.194850255;3;6;44;6;6;70;binomial
analcatdata_creditscore;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.194850255;3;6;44;6;6;70;binomial
analcatdata_asbestos;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845046082949309;train;0.518223915;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896296296296296;test;0.518223915;3;160;326;3;3;59;binomial
twonorm;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99761306877272;train;3.13743246666667;3;20;106;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99868064131387;test;3.13743246666667;3;20;106;20;20;5180;binomial
647_fri_c1_250_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839874884070616;train;0.842021525;3;160;326;5;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870810609626934;test;0.842021525;3;160;326;5;10;175;continuous
analcatdata_japansolvent;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;train;0.370522071683333;11;4;94;3;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;0.370522071683333;11;4;94;3;4;37;binomial
556_analcatdata_apnea2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.230275124953866;train;0.10896487;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.175653666689972;test;0.10896487;3;15;120;3;3;333;continuous
dermatology;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999541093032958;train;0.237688023333333;3;26;132;19;26;257;multinomial
dermatology;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980855379188713;test;0.237688023333333;3;26;132;19;26;257;multinomial
cleve;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950675435478137;train;2.31436465;9;13;230;13;13;213;binomial
cleve;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908909905425585;test;2.31436465;9;13;230;13;13;213;binomial
flags;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.815292475014697;train;0.73893904;10;39;432;7;39;125;multinomial
flags;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.613567019400353;test;0.73893904;10;39;432;7;39;125;multinomial
optdigits;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999638243282944;train;3.82180185166667;3;160;326;52;60;3934;multinomial
optdigits;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998690119558534;test;3.82180185166667;3;160;326;52;60;3934;multinomial
643_fri_c2_500_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125151346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853721523974777;train;1.243182725;5;200;410;17;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125151346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875139558606769;test;1.243182725;5;200;410;17;25;350;continuous
228_elusage;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405838714353005;train;0.583501725;3;160;326;1;1;39;continuous
228_elusage;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449372765590538;test;0.583501725;3;160;326;1;1;39;continuous
breast;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.530718996666667;7;40;326;8;10;490;binomial
breast;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971634121274409;test;0.530718996666667;7;40;326;8;10;490;binomial
vowel;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967030045117605;train;16.5389300566833;6;13;158;13;13;693;multinomial
vowel;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965600367317118;test;16.5389300566833;6;13;158;13;13;693;multinomial
647_fri_c1_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877012597764697;train;0.804737018333333;3;160;326;5;10;175;continuous
647_fri_c1_250_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78806923994552;test;0.804737018333333;3;160;326;5;10;175;continuous
663_rabe_266;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229928433158679;train;1.84562058666667;10;300;620;2;2;84;continuous
663_rabe_266;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278009105300417;test;1.84562058666667;10;300;620;2;2;84;continuous
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911949685534591;train;2.09442823666667;12;340;704;7;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883333333333333;test;2.09442823666667;12;340;704;7;7;68;binomial
604_fri_c4_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858804671083307;train;0.210903825;5;50;250;5;10;350;continuous
604_fri_c4_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832016512044418;test;0.210903825;5;50;250;5;10;350;continuous
690_visualizing_galaxy;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124211015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.109082299655671;train;1.29303259333333;7;240;494;3;4;227;continuous
690_visualizing_galaxy;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124211015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197218360479014;test;1.29303259333333;7;240;494;3;4;227;continuous
magic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851861801391518;train;6.88280246666667;10;9;184;7;9;13314;binomial
magic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843078991521437;test;6.88280246666667;10;9;184;7;9;13314;binomial
547_no2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.63250328622927;train;0.194625296666667;3;35;166;7;7;350;continuous
547_no2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.680449044972795;test;0.194625296666667;3;35;166;7;7;350;continuous
503_wind;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396707167224282;train;6.17678486;3;160;326;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443166113030623;test;6.17678486;3;160;326;14;14;4602;continuous
650_fri_c0_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488793670927738;train;1.76730652333333;7;240;494;11;50;350;continuous
650_fri_c0_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489301387017083;test;1.76730652333333;7;240;494;11;50;350;continuous
yeast;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879784360961309;train;0.217186311666667;7;8;120;6;8;1036;multinomial
yeast;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863558275274349;test;0.217186311666667;7;8;120;6;8;1036;multinomial
cleveland;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80093433856404;train;0.341711233333333;9;13;240;12;13;213;multinomial
cleveland;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700229928801357;test;0.341711233333333;9;13;240;12;13;213;multinomial
dis;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95300084013022;train;5.822373755;20;397;834;2;25;2641;binomial
dis;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91766849980816;test;5.822373755;20;397;834;2;25;2641;binomial
haberman;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725047192071732;train;0.557143209983333;3;160;326;2;3;215;binomial
haberman;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.686040044493882;test;0.557143209983333;3;160;326;2;3;215;binomial
631_fri_c1_500_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790549545099594;train;0.396130091666667;3;10;72;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883904609185633;test;0.396130091666667;3;10;72;5;5;350;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.711525347841534;train;0.321376601666667;6;45;292;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.708405792453563;test;0.321376601666667;6;45;292;8;9;12248;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850354411111499;train;1.53574463666667;6;220;452;4;5;700;continuous
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612_fri_c1_1000_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877051816361275;test;0.975209273333333;3;160;326;5;5;700;continuous
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562_cpu_small;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.31639446069974;test;3.07306069166667;8;244;504;3;12;5735;continuous
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634_fri_c2_100_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86309365093403;test;0.772389213333333;6;18;234;3;9;70;continuous
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556_analcatdata_apnea2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.221316377742299;train;0.9250273;3;160;326;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.546480166119648;test;0.9250273;3;160;326;3;3;333;continuous
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624_fri_c0_100_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.588567821621442;train;0.338754815;7;10;156;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513977896337416;test;0.338754815;7;10;156;5;5;70;continuous
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allbp;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983943096486052;train;2.55342192333333;8;196;408;20;25;2641;multinomial
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collins;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.75207536;8;20;268;4;20;340;multinomial
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631_fri_c1_500_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.274215273586378;train;1.33942394666667;6;220;452;5;5;350;continuous
631_fri_c1_500_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373808095103422;test;1.33942394666667;6;220;452;5;5;350;continuous
654_fri_c0_500_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263179779390924;train;1.83322289833333;10;268;556;5;10;350;continuous
654_fri_c0_500_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412046590005223;test;1.83322289833333;10;268;556;5;10;350;continuous
prnn_fglass;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125182019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940116510372265;train;1.05447534166667;5;200;410;2;9;144;multinomial
prnn_fglass;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125182019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851979166666667;test;1.05447534166667;5;200;410;2;9;144;multinomial
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291715778690556;train;3.37704001666667;3;160;326;70;70;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466696067101446;test;3.37704001666667;3;160;326;70;70;742;continuous
635_fri_c0_250_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308472804644368;train;1.742259315;9;280;578;6;10;175;continuous
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527_analcatdata_election2000;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.111421057118205;train;0.04351479;3;4;32;2;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343469883228567;test;0.04351479;3;4;32;2;2;47;continuous
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cloud;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.375385802469136;test;0.977386366666667;5;191;392;3;6;76;multinomial
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4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447956315817298;test;1.96073747666667;12;260;544;31;72;742;continuous
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657_fri_c2_250_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875309693195058;test;1.68591837665;7;240;494;9;10;175;continuous
547_no2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.635246338557788;train;0.60342736;5;14;132;7;7;350;continuous
547_no2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.689263624587029;test;0.60342736;5;14;132;7;7;350;continuous
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shuttle;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.753120686273374;test;57.1037495783333;1;8;24;3;8;40600;multinomial
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706_sleuth_case1202;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.562221160185355;train;0.628924388333333;7;12;182;4;6;66;continuous
706_sleuth_case1202;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506915660036726;test;0.628924388333333;7;12;182;4;6;66;continuous
228_elusage;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467751242653743;train;0.0390197566666667;3;2;16;1;1;39;continuous
228_elusage;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.423865081047633;test;0.0390197566666667;3;2;16;1;1;39;continuous
1030_ERA;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743943946345246;train;0.652715851666667;8;8;140;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792673215597724;test;0.652715851666667;8;8;140;4;4;700;continuous
profb;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125191541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.639344094391413;train;0.740507213316667;9;9;168;4;9;471;binomial
profb;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125191541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699182115594329;test;0.740507213316667;9;9;168;4;9;471;binomial
294_satellite_image;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.258821438539709;train;5.16233390166667;7;240;494;24;24;4505;continuous
294_satellite_image;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313373274426924;test;5.16233390166667;7;240;494;24;24;4505;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.894994768873217;train;30.113220535;2;160;284;5;9;81648;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.897303767180563;test;30.113220535;2;160;284;5;9;81648;continuous
colic;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895364064955474;train;0.973211956666667;3;160;326;5;22;258;binomial
colic;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886363636363636;test;0.973211956666667;3;160;326;5;22;258;binomial
294_satellite_image;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124193619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456614316368682;train;0.218318446666667;3;85;176;26;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124193619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466655809261245;test;0.218318446666667;3;85;176;26;26;4505;continuous
analcatdata_germangss;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822644225448766;train;1.67580633666667;6;220;452;4;5;280;multinomial
analcatdata_germangss;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767976424565246;test;1.67580633666667;6;220;452;4;5;280;multinomial
626_fri_c2_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818472463859358;train;0.917322876666667;3;72;150;13;50;350;continuous
626_fri_c2_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872340537014455;test;0.917322876666667;3;72;150;13;50;350;continuous
glass2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706719128329298;train;0.429622185;8;36;376;3;9;115;binomial
glass2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741071428571429;test;0.429622185;8;36;376;3;9;115;binomial
breast;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99125;train;0.897763181666667;3;160;326;9;9;490;binomial
breast;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99122299382716;test;0.897763181666667;3;160;326;9;9;490;binomial
195_auto_price;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.349512915813786;train;0.639687293333333;3;160;326;10;10;112;continuous
195_auto_price;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.393595711976587;test;0.639687293333333;3;160;326;10;10;112;continuous
yeast;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876517980866271;train;4.71094435666667;7;8;120;7;8;1036;multinomial
yeast;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863900378372975;test;4.71094435666667;7;8;120;7;8;1036;multinomial
clean1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.153737276666667;3;52;110;2;91;334;binomial
clean1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.153737276666667;3;52;110;2;91;334;binomial
628_fri_c3_1000_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853984684099345;train;0.172299983333333;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821649074228894;test;0.172299983333333;3;10;72;5;5;700;continuous
satimage;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125182818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992582836647324;train;3.84592150666667;3;160;326;24;24;4505;multinomial
satimage;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125182818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986417025029833;test;3.84592150666667;3;160;326;24;24;4505;multinomial
cmc;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.704681121688865;train;2.20084771;6;9;114;3;9;1032;multinomial
cmc;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.705597556766753;test;2.20084771;6;9;114;3;9;1032;multinomial
4544_GeographicalOriginalofMusic;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126095515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.391430566058504;train;2.18427986;9;232;482;40;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126095515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.36457655051891;test;2.18427986;9;232;482;40;72;742;continuous
heart_statlog;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901388575299165;train;1.15716572333333;7;240;494;6;13;189;binomial
heart_statlog;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804130162703379;test;1.15716572333333;7;240;494;6;13;189;binomial
ecoli;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97914815757953;train;0.0849396283333333;6;5;66;5;5;229;multinomial
ecoli;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940566900892988;test;0.0849396283333333;6;5;66;5;5;229;multinomial
627_fri_c2_500_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839101014258957;train;0.676142799983333;3;20;134;1;10;350;continuous
627_fri_c2_500_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889068199853722;test;0.676142799983333;3;20;134;1;10;350;continuous
650_fri_c0_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456718594571521;train;0.253482756666667;3;90;186;6;50;350;continuous
650_fri_c0_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51076292399629;test;0.253482756666667;3;90;186;6;50;350;continuous
analcatdata_authorship;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999982932575685;train;1.05419953833333;3;160;326;70;70;589;multinomial
analcatdata_authorship;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999828021096079;test;1.05419953833333;3;160;326;70;70;589;multinomial
wine_recognition;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999323087112358;train;0.775062695;3;160;326;5;13;125;multinomial
wine_recognition;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.775062695;3;160;326;5;13;125;multinomial
lupus;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840961098398169;train;0.629755141666667;3;160;326;2;2;61;binomial
lupus;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.863095238095238;test;0.629755141666667;3;160;326;2;2;61;binomial
mfeat_fourier;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981831299191848;train;6.36421175333333;10;300;620;30;76;1400;multinomial
mfeat_fourier;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967416677100702;test;6.36421175333333;10;300;620;30;76;1400;multinomial
581_fri_c3_500_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821639989907683;train;0.746918483333333;3;160;326;10;25;350;continuous
581_fri_c3_500_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793717082552687;test;0.746918483333333;3;160;326;10;25;350;continuous
1193_BNG_lowbwt;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.614310431214871;train;4.28661824833333;7;208;430;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613146787903414;test;4.28661824833333;7;208;430;9;9;21773;continuous
560_bodyfat;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0151738608605339;train;0.58387905;3;160;326;1;13;177;continuous
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344_mv;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125141427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452451125157878;train;1.19423391666667;3;18;124;7;9;28538;continuous
344_mv;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125141427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453562653675458;test;1.19423391666667;3;18;124;7;9;28538;continuous
optdigits;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999205886950875;train;33.1886224733333;2;46;96;41;60;3934;multinomial
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611_fri_c3_100_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.762113858658333;train;0.211707816666667;6;20;262;3;4;70;continuous
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1096_FacultySalaries;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439527402394717;train;0.080013115;3;4;32;2;2;35;continuous
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637_fri_c1_500_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844396907224011;train;0.679397845;3;160;326;17;50;350;continuous
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Hill_Valley_without_noise;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.511012506386476;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.505208971687707;test;;-Inf;-Inf;;1;1;849;binomial
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heart_c;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94192685102587;train;0.223062231666667;3;52;166;9;13;213;binomial
heart_c;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90004948045522;test;0.223062231666667;3;52;166;9;13;213;binomial
210_cloud;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.272553974018993;train;1.59565478333333;7;208;430;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.291378999131945;test;1.59565478333333;7;208;430;5;5;76;continuous
analcatdata_boxing1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910185185185185;train;0.643135801666667;3;160;326;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847222222222222;test;0.643135801666667;3;160;326;1;3;84;binomial
australian;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954602011846763;train;1.27312660333333;5;200;410;10;13;483;binomial
australian;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90874276106856;test;1.27312660333333;5;200;410;10;13;483;binomial
texture;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125104938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998748216077097;train;4.45040702666667;7;192;398;14;15;3850;multinomial
texture;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125104938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999161892160769;test;4.45040702666667;7;192;398;14;15;3850;multinomial
analcatdata_boxing2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747863247863248;train;0.193686906666667;12;3;78;1;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585561497326203;test;0.193686906666667;12;3;78;1;3;93;binomial
564_fried;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502889325851713;train;1.40260492166667;5;20;212;7;10;28538;continuous
564_fried;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.51050230195251;test;1.40260492166667;5;20;212;7;10;28538;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807523011238079;train;0.622296371666667;3;20;124;10;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842309810418849;test;0.622296371666667;3;20;124;10;10;175;continuous
nikuradse_2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.109944793578756;train;0.526028875;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156805459608134;test;0.526028875;3;160;326;1;1;254;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296451189708629;train;0.607473496666667;3;160;326;1;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338331421669453;test;0.607473496666667;3;160;326;1;9;165;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83074022415978;train;2.46309615833333;20;330;700;22;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.905397838704559;test;2.46309615833333;20;330;700;22;25;350;continuous
breast;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983041669041783;train;0.922530323333333;3;10;68;2;10;490;binomial
breast;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983147685807567;test;0.922530323333333;3;10;68;2;10;490;binomial
analcatdata_germangss;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.82597222746351;train;1.24469896333333;5;200;410;5;5;280;multinomial
analcatdata_germangss;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711227839719766;test;1.24469896333333;5;200;410;5;5;280;multinomial
1089_USCrime;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.398773228998129;train;1.03128218666667;6;220;452;7;7;33;continuous
1089_USCrime;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523035114644876;test;1.03128218666667;6;220;452;7;7;33;continuous
churn;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868496833959436;train;1.69670389;19;60;838;8;15;3500;binomial
churn;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849420793302423;test;1.69670389;19;60;838;8;15;3500;binomial
auto;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848329833662714;train;1.30712145;5;200;410;13;20;142;multinomial
auto;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786413454270597;test;1.30712145;5;200;410;13;20;142;multinomial
527_analcatdata_election2000;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.366912382744679;train;1.59323831833333;9;264;546;2;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.173141916316799;test;1.59323831833333;9;264;546;2;2;47;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.432750694527385;train;0.923812481666667;3;72;150;65;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445171321196729;test;0.923812481666667;3;72;150;65;71;742;continuous
buggyCrx;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941357063788571;train;1.00957096166667;5;200;410;11;13;483;binomial
buggyCrx;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901403743315508;test;1.00957096166667;5;200;410;11;13;483;binomial
542_pollution;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772288327644291;train;1.641720785;8;244;504;2;10;42;continuous
542_pollution;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831714751016831;test;1.641720785;8;244;504;2;10;42;continuous
623_fri_c4_1000_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169371953078655;train;3.90059946666667;16;356;744;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276921815817365;test;3.90059946666667;16;356;744;5;10;700;continuous
diabetes;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829511834319527;train;0.964670673333333;10;197;414;4;8;538;binomial
diabetes;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.807461873638344;test;0.964670673333333;10;197;414;4;8;538;binomial
analcatdata_germangss;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708145368530577;train;0.715582838333333;6;5;64;1;5;280;multinomial
analcatdata_germangss;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709719110911987;test;0.715582838333333;6;5;64;1;5;280;multinomial
620_fri_c1_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8076311330081;train;0.806083506666667;3;160;326;25;25;700;continuous
620_fri_c1_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879414617156782;test;0.806083506666667;3;160;326;25;25;700;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411850887002675;train;1.46083959166667;8;260;536;4;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.741458562567945;test;1.46083959166667;8;260;536;4;5;44;continuous
analcatdata_aids;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124204516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858552631578947;train;1.030034905;5;200;410;3;3;35;binomial
analcatdata_aids;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124204516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.537037037037037;test;1.030034905;5;200;410;3;3;35;binomial
207_autoPrice;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.414660690425754;train;1.12581718;7;224;462;7;9;112;continuous
207_autoPrice;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.541525187267214;test;1.12581718;7;224;462;7;9;112;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827740930525303;train;0.74939259665;3;66;150;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860985914684915;test;0.74939259665;3;66;150;5;50;700;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786854447741075;train;0.208741338333333;5;45;250;7;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897488320152083;test;0.208741338333333;5;45;250;7;9;175;continuous
192_vineyard;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.504982573678049;train;1.15430232833333;7;240;494;2;2;37;continuous
192_vineyard;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537060784166618;test;1.15430232833333;7;240;494;2;2;37;continuous
637_fri_c1_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259416320189632;train;4.788667935;20;452;944;16;50;350;continuous
637_fri_c1_500_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423938718769012;test;4.788667935;20;452;944;16;50;350;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225625210290738;train;2.96530196333333;18;460;956;4;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42191943163433;test;2.96530196333333;18;460;956;4;10;175;continuous
auto;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895196822416502;train;6.06606319;8;21;308;18;21;142;multinomial
auto;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878869047619048;test;6.06606319;8;21;308;18;21;142;multinomial
ionosphere;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124213031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960333145115754;train;2.73657403165;14;380;788;30;32;246;binomial
ionosphere;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124213031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876967688483844;test;2.73657403165;14;380;788;30;32;246;binomial
allhyper;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964798262214935;train;32.8289939083333;12;24;434;23;24;2640;multinomial
allhyper;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984851398601399;test;32.8289939083333;12;24;434;23;24;2640;multinomial
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.717786791780844;train;0.16950199;3;45;166;7;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.702860642394294;test;0.16950199;3;45;166;7;9;12248;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506663004012324;train;0.728974701666667;3;72;150;7;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508695933540461;test;0.728974701666667;3;72;150;7;50;700;continuous
621_fri_c0_100_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124181022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479119430554592;train;1.31206067833333;9;20;376;9;10;70;continuous
621_fri_c0_100_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124181022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.583097799707064;test;1.31206067833333;9;20;376;9;10;70;continuous
218_house_8L;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125132001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307374254267941;train;30.0173588533333;11;320;662;8;8;15949;continuous
218_house_8L;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125132001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.37426044538085;test;30.0173588533333;11;320;662;8;8;15949;continuous
backache;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.08657877333333;9;258;534;26;31;126;binomial
backache;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699088145896657;test;2.08657877333333;9;258;534;26;31;126;binomial
wdbc;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997408778424114;train;0.957679873333333;3;21;120;17;21;399;binomial
wdbc;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989753143921751;test;0.957679873333333;3;21;120;17;21;399;binomial
601_fri_c1_250_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797062012760384;train;1.4204481;5;200;410;5;5;175;continuous
601_fri_c1_250_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125200000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81267989952119;test;1.4204481;5;200;410;5;5;175;continuous
prnn_fglass;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942684192558142;train;1.45289788668333;7;240;494;8;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944777777777778;test;1.45289788668333;7;240;494;8;9;144;multinomial
tokyo1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979435320309036;train;0.30212071;5;80;250;17;21;672;binomial
tokyo1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963806673317814;test;0.30212071;5;80;250;17;21;672;binomial
nikuradse_2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821585222199037;train;0.031813065;3;2;16;0;1;254;continuous
nikuradse_2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125142227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774931503822394;test;0.031813065;3;2;16;0;1;254;continuous
contraceptive;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.750211125162026;train;1.18242139835;3;160;326;6;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.707387671479702;test;1.18242139835;3;160;326;6;9;1032;multinomial
192_vineyard;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125203546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5197052933056;train;0.591908741666667;3;160;326;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125203546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.54625853072962;test;0.591908741666667;3;160;326;1;1;37;continuous
breast;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9865473408197;train;0.962049828333333;3;160;326;7;10;490;binomial
breast;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998655655847897;test;0.962049828333333;3;160;326;7;10;490;binomial
647_fri_c1_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223755959053308;train;3.09850100333333;20;500;1040;4;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417431117259836;test;3.09850100333333;20;500;1040;4;10;175;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279996246087064;train;1.15660505;5;200;410;4;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340217213022761;test;1.15660505;5;200;410;4;5;700;continuous
227_cpu_small;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314688873706139;train;0.279125831666667;5;60;260;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315523149806247;test;0.279125831666667;5;60;260;3;12;5735;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822684744278748;train;1.95655206335;6;220;452;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.895906696070673;test;1.95655206335;6;220;452;5;5;700;continuous
satimage;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992652633064733;train;3.70069930501667;3;160;326;25;25;4505;multinomial
satimage;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983777410715438;test;3.70069930501667;3;160;326;25;25;4505;multinomial
560_bodyfat;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0777547300578737;train;0.813574523333333;3;160;326;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0776260939119008;test;0.813574523333333;3;160;326;1;13;177;continuous
new_thyroid;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990160794102281;train;0.704175518333333;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992248062015504;test;0.704175518333333;3;160;326;5;5;151;multinomial
fars;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914494429591103;train;32.987205715;1;120;242;21;21;70678;multinomial
fars;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892171308955309;test;32.987205715;1;120;242;21;21;70678;multinomial
657_fri_c2_250_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799251818163417;train;0.254473693333333;5;50;250;6;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86698444190358;test;0.254473693333333;5;50;250;6;10;175;continuous
schizo;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.692323050813617;train;0.217691483333333;8;13;172;12;13;238;multinomial
schizo;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.59878431372549;test;0.217691483333333;8;13;172;12;13;238;multinomial
magic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855077452967348;train;1.221208525;13;36;532;8;9;13314;binomial
magic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849164961163589;test;1.221208525;13;36;532;8;9;13314;binomial
fars;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126103432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894407969346121;train;61.3292505483333;0;5;10;21;21;70678;multinomial
fars;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126103432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890735557104134;test;61.3292505483333;0;5;10;21;21;70678;multinomial
movement_libras;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.31105601166667;3;160;326;19;19;252;multinomial
movement_libras;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958875076485621;test;1.31105601166667;3;160;326;19;19;252;multinomial
dermatology;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999947916666667;train;1.102216145;3;160;326;21;25;257;multinomial
dermatology;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999395836766079;test;1.102216145;3;160;326;21;25;257;multinomial
breast;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990762748487468;train;0.927720345;3;160;326;2;9;490;binomial
breast;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98749728201783;test;0.927720345;3;160;326;2;9;490;binomial
letter;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126105440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980184007815568;train;72.1192104233333;1;16;42;16;16;14000;multinomial
letter;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126105440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979910676616304;test;72.1192104233333;1;16;42;16;16;14000;multinomial
557_analcatdata_apnea1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.234276075429285;train;0.158906035;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.190321813523412;test;0.158906035;3;6;48;3;3;333;continuous
tae;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697329905663239;train;0.485903468333333;12;5;128;5;5;106;multinomial
tae;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812704248366013;test;0.485903468333333;12;5;128;5;5;106;multinomial
auto;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125190332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785006135463453;train;4.30928300333333;13;19;454;7;19;142;multinomial
auto;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125190332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.77783975608537;test;4.30928300333333;13;19;454;7;19;142;multinomial
1030_ERA;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.717875280263942;train;1.094140885;5;200;410;2;4;700;continuous
1030_ERA;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.774992491296671;test;1.094140885;5;200;410;2;4;700;continuous
tae;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735939407814408;train;0.05898693;5;5;58;5;5;106;multinomial
tae;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.645424836601307;test;0.05898693;5;5;58;5;5;106;multinomial
vehicle;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936705797714419;train;0.092557685;3;13;74;13;13;593;multinomial
vehicle;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938082463361618;test;0.092557685;3;13;74;13;13;593;multinomial
581_fri_c3_500_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839473725529225;train;0.661067153333333;10;125;480;6;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816361061905544;test;0.661067153333333;10;125;480;6;25;350;continuous
breast_cancer;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.708462640248269;train;0.646406628333333;3;160;326;5;9;201;binomial
breast_cancer;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.622881355932203;test;0.646406628333333;3;160;326;5;9;201;binomial
641_fri_c1_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188815989040163;train;2.08812414165;11;320;662;4;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338197142199121;test;2.08812414165;11;320;662;4;10;350;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839144231267486;train;1.45529301833333;6;220;452;18;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827201241541757;test;1.45529301833333;6;220;452;18;25;700;continuous
mfeat_zernike;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987447666070848;train;2.34095946833333;3;160;326;29;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975632426361011;test;2.34095946833333;3;160;326;29;32;1400;multinomial
537_houses;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.577368887028091;train;0.162972021666667;3;30;166;6;6;14448;continuous
537_houses;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580929551175619;test;0.162972021666667;3;30;166;6;6;14448;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24755442097567;train;1.63143957;9;280;578;3;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368850228383674;test;1.63143957;9;280;578;3;10;350;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60064722959311;train;0.283798853316667;9;10;192;3;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807668257349717;test;0.283798853316667;9;10;192;3;5;44;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811329892465367;train;1.570227945;6;220;452;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823093144150896;test;1.570227945;6;220;452;5;5;350;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126101219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788065956918379;train;0.146505601666667;3;50;166;3;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126101219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831399822637719;test;0.146505601666667;3;50;166;3;10;175;continuous
560_bodyfat;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0446231007449928;train;0.344564098333333;5;65;270;1;13;177;continuous
560_bodyfat;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0407531426187311;test;0.344564098333333;5;65;270;1;13;177;continuous
nikuradse_2;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83615759550862;train;0.03828141165;3;2;16;1;1;254;continuous
nikuradse_2;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806341879986421;test;0.03828141165;3;2;16;1;1;254;continuous
australian;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927330641230941;train;1.51003816666667;6;220;452;8;14;483;binomial
australian;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931484962406015;test;1.51003816666667;6;220;452;8;14;483;binomial
573_cpu_act;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182698141424909;train;0.170367911666667;3;78;176;16;16;5735;continuous
573_cpu_act;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.193193328303965;test;0.170367911666667;3;78;176;16;16;5735;continuous
607_fri_c4_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.172844113854081;train;3.97607598666667;3;160;326;7;50;700;continuous
607_fri_c4_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309660567834942;test;3.97607598666667;3;160;326;7;50;700;continuous
prnn_synth;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941437908496732;train;0.0638634266666667;3;2;16;2;2;175;binomial
prnn_synth;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924285714285714;test;0.0638634266666667;3;2;16;2;2;175;binomial
labor;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.627209615016667;3;160;326;9;15;40;binomial
labor;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.627209615016667;3;160;326;9;15;40;binomial
satimage;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978699331777564;train;28.4007884916667;3;27;114;27;27;4505;multinomial
satimage;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976800472546126;test;28.4007884916667;3;27;114;27;27;4505;multinomial
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.378349981186204;train;0.227450850016667;3;90;186;49;70;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.415948808039995;test;0.227450850016667;3;90;186;49;70;742;continuous
analcatdata_creditscore;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.715750616666667;3;160;326;6;6;70;binomial
analcatdata_creditscore;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995215311004785;test;0.715750616666667;3;160;326;6;6;70;binomial
dis;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985021362151294;train;6.92636772666667;19;432;902;2;25;2641;binomial
dis;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902852249031874;test;6.92636772666667;19;432;902;2;25;2641;binomial
592_fri_c4_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234156968585816;train;1.122423325;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305784183832888;test;1.122423325;3;160;326;5;25;700;continuous
294_satellite_image;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458460506665397;train;0.406850683333333;6;117;302;23;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468444043509044;test;0.406850683333333;6;117;302;23;26;4505;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237258629403647;train;1.508236475;8;244;504;7;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434073064894572;test;1.508236475;8;244;504;7;10;175;continuous
666_rmftsa_ladata;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.625801665643816;train;1.095097325;5;20;170;2;10;356;continuous
666_rmftsa_ladata;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857970553441293;test;1.095097325;5;20;170;2;10;356;continuous
colic;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876159352629941;train;0.636545920016667;3;160;326;5;22;258;binomial
colic;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917721518987342;test;0.636545920016667;3;160;326;5;22;258;binomial
606_fri_c2_1000_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801520018414208;train;1.05837655166667;7;20;292;6;10;700;continuous
606_fri_c2_1000_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799741483051778;test;1.05837655166667;7;20;292;6;10;700;continuous
new_thyroid;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996369925172514;train;0.788411355;3;160;326;5;5;151;multinomial
new_thyroid;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996059889676911;test;0.788411355;3;160;326;5;5;151;multinomial
626_fri_c2_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832383561829558;train;0.332913186666667;5;130;270;5;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846263205808759;test;0.332913186666667;5;130;270;5;50;350;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27273397419554;train;3.244764795;13;328;682;29;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432715590511151;test;3.244764795;13;328;682;29;50;700;continuous
analcatdata_boxing2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904024051803885;train;1.66794862833333;12;268;560;1;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811428571428571;test;1.66794862833333;12;268;560;1;3;93;binomial
profb;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.636171852813502;train;1.82012629166667;10;300;620;4;9;471;binomial
profb;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.700155936734239;test;1.82012629166667;10;300;620;4;9;471;binomial
560_bodyfat;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124213209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0684342886248427;train;0.609113935;3;26;150;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124213209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0631808961242043;test;0.609113935;3;26;150;1;13;177;continuous
appendicitis;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890466531440162;train;3.36692579166667;20;500;1040;4;4;75;binomial
appendicitis;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87037037037037;test;3.36692579166667;20;500;1040;4;4;75;binomial
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125151056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814016893086046;train;0.216480438333333;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125151056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797289116602153;test;0.216480438333333;3;85;176;5;25;700;continuous
calendarDOW;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917256781099917;train;2.04564225665;6;220;452;11;13;280;multinomial
calendarDOW;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805931818181818;test;2.04564225665;6;220;452;11;13;280;multinomial
labor;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981481481481481;train;1.31633255833333;14;15;396;9;15;40;binomial
labor;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;1.31633255833333;14;15;396;9;15;40;binomial
ionosphere;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937330080167306;train;1.03822032666667;5;200;410;30;32;246;binomial
ionosphere;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935047951176984;test;1.03822032666667;5;200;410;30;32;246;binomial
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810624479779957;train;0.131930935;3;50;166;7;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843234777734512;test;0.131930935;3;50;166;7;10;700;continuous
1089_USCrime;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318136182168481;train;0.598868325;3;160;326;2;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.295657934004187;test;0.598868325;3;160;326;2;4;33;continuous
503_wind;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47296138326959;train;1.66582136998333;3;28;142;13;14;4602;continuous
503_wind;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471283474443833;test;1.66582136998333;3;28;142;13;14;4602;continuous
agaricus_lepiota;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.29648249333333;3;160;326;20;20;5702;binomial
agaricus_lepiota;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;4.29648249333333;3;160;326;20;20;5702;binomial
tae;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.723133706669135;train;0.22778381;3;5;38;5;5;106;multinomial
tae;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.673365231259968;test;0.22778381;3;5;38;5;5;106;multinomial
195_auto_price;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.372191498023664;train;0.940095821666667;5;200;410;7;10;112;continuous
195_auto_price;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.31382706616953;test;0.940095821666667;5;200;410;7;10;112;continuous
cleve;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995912684153791;train;0.722019299983333;3;160;326;13;13;213;binomial
cleve;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.825098814229249;test;0.722019299983333;3;160;326;13;13;213;binomial
624_fri_c0_100_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524835529375339;train;0.157266555;5;10;116;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.539780565743317;test;0.157266555;5;10;116;5;5;70;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805221561250574;train;50.87718258335;1;120;242;10;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806952775322634;test;50.87718258335;1;120;242;10;18;700000;continuous
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analcatdata_happiness;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709821428571429;train;0.0462052933333333;5;3;36;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638888888888889;test;0.0462052933333333;5;3;36;1;3;42;multinomial
519_vinnie;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481279209931823;train;0.0575759416666667;3;10;80;1;2;266;continuous
519_vinnie;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465762330685318;test;0.0575759416666667;3;10;80;1;2;266;continuous
294_satellite_image;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263289804594004;train;11.4694252966667;9;280;578;24;24;4505;continuous
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calendarDOW;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868117933832076;train;1.04878345668333;3;160;326;13;14;280;multinomial
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195_auto_price;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860810719440825;train;0.673223366666667;3;160;326;2;9;112;continuous
195_auto_price;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792946009845298;test;0.673223366666667;3;160;326;2;9;112;continuous
analcatdata_asbestos;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857142857142857;train;0.276568728333333;10;3;66;2;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874074074074074;test;0.276568728333333;10;3;66;2;3;59;binomial
598_fri_c0_1000_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232024459333577;train;3.40816346;15;368;766;6;25;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380426646415097;test;3.40816346;15;368;766;6;25;700;continuous
allhypo;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847943129251701;train;0.492436673333333;6;25;262;19;25;2639;multinomial
allhypo;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83391246608374;test;0.492436673333333;6;25;262;19;25;2639;multinomial
648_fri_c1_250_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240783171748636;train;1.90167724666667;9;280;578;6;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537364053723679;test;1.90167724666667;9;280;578;6;50;175;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822337727155039;train;1.42521200331667;5;96;234;15;50;700;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82560611620721;test;1.42521200331667;5;96;234;15;50;700;continuous
560_bodyfat;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0246318814795006;train;0.907103523333333;5;200;410;1;13;177;continuous
560_bodyfat;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0183935828866365;test;0.907103523333333;5;200;410;1;13;177;continuous
vowel;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971564123065536;train;2.80513969;8;212;440;11;13;693;multinomial
vowel;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950572925351576;test;2.80513969;8;212;440;11;13;693;multinomial
650_fri_c0_500_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.537016670114444;train;1.79550018333333;7;100;318;7;50;350;continuous
650_fri_c0_500_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.605991899116196;test;1.79550018333333;7;100;318;7;50;350;continuous
618_fri_c3_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831637850989511;train;0.604962213333333;3;69;150;10;50;700;continuous
618_fri_c3_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.887361365404541;test;0.604962213333333;3;69;150;10;50;700;continuous
letter;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971376185420594;train;38.2179270433333;2;140;284;14;16;14000;multinomial
letter;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970068794491482;test;38.2179270433333;2;140;284;14;16;14000;multinomial
637_fri_c1_500_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832383557093131;train;0.878302813333333;20;219;516;20;50;350;continuous
637_fri_c1_500_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894049654379267;test;0.878302813333333;20;219;516;20;50;350;continuous
nikuradse_1;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.191879800858539;train;0.111245535;3;4;32;1;2;254;continuous
nikuradse_1;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.197442193434294;test;0.111245535;3;4;32;1;2;254;continuous
sonar;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.63664099833333;16;420;872;21;59;146;binomial
sonar;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892371995820272;test;3.63664099833333;16;420;872;21;59;146;binomial
flags;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949300721561969;train;2.211086835;9;280;578;13;36;125;multinomial
flags;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.652895833333333;test;2.211086835;9;280;578;13;36;125;multinomial
mfeat_zernike;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98561190088629;train;3.06133664333333;3;160;326;32;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125092857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980675255808959;test;3.06133664333333;3;160;326;32;32;1400;multinomial
643_fri_c2_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842120034015701;train;0.764427066666667;3;160;326;17;25;350;continuous
643_fri_c2_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892726135338688;test;0.764427066666667;3;160;326;17;25;350;continuous
vowel;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96233291556273;train;3.625991005;9;232;482;9;13;693;multinomial
vowel;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962554555136416;test;3.625991005;9;232;482;9;13;693;multinomial
574_house_16H;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482982794753627;train;6.29453178666667;6;30;258;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468599150432995;test;6.29453178666667;6;30;258;15;15;15949;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.619162577323194;train;3.798444245;3;44;166;8;9;21773;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.61909333805273;test;3.798444245;3;44;166;8;9;21773;continuous
heart_statlog;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125114525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929415776312798;train;0.70677125;10;52;468;6;13;189;binomial
heart_statlog;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125114525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852579852579853;test;0.70677125;10;52;468;6;13;189;binomial
225_puma8NH;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754771172227694;train;0.668168276666667;5;16;176;3;8;5735;continuous
225_puma8NH;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.741372969457007;test;0.668168276666667;5;16;176;3;8;5735;continuous
645_fri_c3_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125190005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.75841325687278;train;1.19566208333333;5;200;410;43;50;350;continuous
645_fri_c3_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125190005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.926857981918582;test;1.19566208333333;5;200;410;43;50;350;continuous
560_bodyfat;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0126681658438951;train;1.22301813166667;6;220;452;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0500760144363209;test;1.22301813166667;6;220;452;1;13;177;continuous
207_autoPrice;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.421812642784331;train;0.70832566165;3;24;146;11;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.392913376036843;test;0.70832566165;3;24;146;11;12;112;continuous
waveform_40;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125190555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998713633972535;train;7.29581170666667;7;240;494;29;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125190555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971887261891411;test;7.29581170666667;7;240;494;29;40;3500;multinomial
192_vineyard;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566840378040532;train;0.06946571;3;10;80;2;2;37;continuous
192_vineyard;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602116479780745;test;0.06946571;3;10;80;2;2;37;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.214995441945653;train;0.221853551666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.192063138163099;test;0.221853551666667;3;6;48;3;3;333;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846171072524945;train;0.151007165;3;85;176;6;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835817505054107;test;0.151007165;3;85;176;6;25;700;continuous
yeast;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870261693071743;train;0.0926510916666667;3;8;56;5;8;1036;multinomial
yeast;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864578995817683;test;0.0926510916666667;3;8;56;5;8;1036;multinomial
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180699540393459;train;1.414826095;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288276312291027;test;1.414826095;3;160;326;5;50;700;continuous
pendigits;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997023766233164;train;0.652107005;3;16;88;15;16;7695;multinomial
pendigits;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997150259174493;test;0.652107005;3;16;88;15;16;7695;multinomial
coil2000;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725235285251769;train;6.99922576333333;8;212;440;3;59;6876;binomial
coil2000;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693980598043819;test;6.99922576333333;8;212;440;3;59;6876;binomial
nikuradse_2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.106405655960603;train;0.593250113333333;3;160;326;1;1;254;continuous
nikuradse_2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156724814499001;test;0.593250113333333;3;160;326;1;1;254;continuous
1595_poker;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.755471178170594;train;301.937811196667;0;100;200;5;10;717507;continuous
1595_poker;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.756007828519768;test;301.937811196667;0;100;200;5;10;717507;continuous
coil2000;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725101539469374;train;6.82013526166667;20;191;880;3;59;6876;binomial
coil2000;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723925430725054;test;6.82013526166667;20;191;880;3;59;6876;binomial
594_fri_c2_100_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.968050110602985;train;0.16835877;3;10;76;0;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.98437822402666;test;0.16835877;3;10;76;0;5;70;continuous
vowel;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967157263069842;train;0.345645048333333;6;13;164;9;13;693;multinomial
vowel;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959292186617619;test;0.345645048333333;6;13;164;9;13;693;multinomial
605_fri_c2_250_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.722314308192718;train;0.177746096666667;3;90;186;11;25;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.890144506210755;test;0.177746096666667;3;90;186;11;25;175;continuous
analcatdata_asbestos;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861689814814815;train;0.161873185;5;3;36;2;3;59;binomial
analcatdata_asbestos;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9;test;0.161873185;5;3;36;2;3;59;binomial
230_machine_cpu;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195039959860635;train;0.985145385;5;200;410;6;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336290654789183;test;0.985145385;5;200;410;6;6;147;continuous
analcatdata_authorship;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.10177088833333;3;50;106;70;70;589;multinomial
analcatdata_authorship;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999979192675822;test;3.10177088833333;3;50;106;70;70;589;multinomial
glass;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90643482864844;train;2.35732959;20;340;720;5;9;144;multinomial
glass;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86178645371192;test;2.35732959;20;340;720;5;9;144;multinomial
601_fri_c1_250_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796645174345892;train;0.979841436666667;3;160;326;5;5;175;continuous
601_fri_c1_250_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864082150771499;test;0.979841436666667;3;160;326;5;5;175;continuous
1191_BNG_pbc;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782709861260627;train;35.9262759716667;3;36;146;18;18;700000;continuous
1191_BNG_pbc;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124164504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.781740657216229;test;35.9262759716667;3;36;146;18;18;700000;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125203239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.101951436469511;train;0.506063838333333;3;160;326;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125203239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177380739477643;test;0.506063838333333;3;160;326;3;3;227;continuous
waveform_21;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962909624598429;train;0.422719541666667;7;21;248;16;21;3500;multinomial
waveform_21;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961176458443637;test;0.422719541666667;7;21;248;16;21;3500;multinomial
560_bodyfat;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0244603902164872;train;1.54621309;6;204;420;11;12;177;continuous
560_bodyfat;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0245140658833799;test;1.54621309;6;204;420;11;12;177;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.162917979504407;train;0.0489470466666667;5;5;60;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.25329306907777;test;0.0489470466666667;5;5;60;1;1;47;continuous
cloud;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.625943963443963;train;0.231767105;5;5;56;2;5;76;multinomial
cloud;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.373807519640853;test;0.231767105;5;5;56;2;5;76;multinomial
yeast;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895334900131679;train;1.355183175;3;160;326;8;8;1036;multinomial
yeast;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861971485709053;test;1.355183175;3;160;326;8;8;1036;multinomial
allhypo;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851439727891157;train;1.63823167833333;18;25;692;25;25;2639;multinomial
allhypo;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830233616543834;test;1.63823167833333;18;25;692;25;25;2639;multinomial
mfeat_morphological;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951044878012259;train;0.0494320016666667;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936713587396431;test;0.0494320016666667;3;3;24;3;3;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988087033149406;train;5.75293250166667;10;252;524;31;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978888596163396;test;5.75293250166667;10;252;524;31;32;1400;multinomial
heart_c;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896065922381712;train;0.602004541666667;3;160;326;13;13;213;binomial
heart_c;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940673705379588;test;0.602004541666667;3;160;326;13;13;213;binomial
1191_BNG_pbc;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805943134997795;train;38.841471855;1;120;242;10;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805572437076732;test;38.841471855;1;120;242;10;18;700000;continuous
iris;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998177083333333;train;0.158509303333333;3;3;24;3;3;105;multinomial
iris;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987037037037037;test;0.158509303333333;3;3;24;3;3;105;multinomial
1196_BNG_pharynx;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661169128324418;train;200.54972612;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662603790496767;test;200.54972612;0;100;200;5;10;700000;continuous
haberman;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725637092968381;train;0.128794415;3;3;24;3;3;215;binomial
haberman;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666573971078977;test;0.128794415;3;3;24;3;3;215;binomial
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557_analcatdata_apnea1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0866593286647421;test;1.89954062666667;12;260;544;3;3;333;continuous
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german;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.775923392612859;test;2.16311942166667;20;80;880;11;20;700;binomial
irish;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903226875165651;train;0.75382911165;3;160;326;3;4;350;binomial
irish;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897148493543759;test;0.75382911165;3;160;326;3;4;350;binomial
buggyCrx;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926698460796804;train;1.23657711333333;6;13;158;4;13;483;binomial
buggyCrx;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876004311189496;test;1.23657711333333;6;13;158;4;13;483;binomial
586_fri_c3_1000_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229678311868958;train;0.957876848333333;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308457938982713;test;0.957876848333333;3;160;326;5;25;700;continuous
666_rmftsa_ladata;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522343581139526;train;2.25073562833333;11;320;662;10;10;356;continuous
666_rmftsa_ladata;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.505817116918865;test;2.25073562833333;11;320;662;10;10;356;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784314044381776;train;0.24620036;6;10;136;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.925947488788343;test;0.24620036;6;10;136;5;5;70;continuous
allhyper;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930559820398916;train;4.10757017666667;15;304;638;24;25;2640;multinomial
allhyper;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826208513708514;test;4.10757017666667;15;304;638;24;25;2640;multinomial
pendigits;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981001586153693;train;35.2287382766667;5;16;152;7;16;7695;multinomial
pendigits;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979459571846057;test;35.2287382766667;5;16;152;7;16;7695;multinomial
wine_quality_red;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.773687237802012;train;11.1173002016667;17;11;352;3;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747125573455671;test;11.1173002016667;17;11;352;3;11;1120;multinomial
602_fri_c3_250_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824356637394565;train;1.11268800333333;7;18;264;5;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835666271030494;test;1.11268800333333;7;18;264;5;9;175;continuous
294_satellite_image;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449302764889178;train;1.97703910333333;6;204;420;26;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458681990599803;test;1.97703910333333;6;204;420;26;26;4505;continuous
analcatdata_lawsuit;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996422182468694;train;0.21057644;3;4;30;4;4;185;binomial
analcatdata_lawsuit;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.21057644;3;4;30;4;4;185;binomial
560_bodyfat;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.760912576192118;train;2.66503979168333;14;347;722;11;12;177;continuous
560_bodyfat;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819350984486779;test;2.66503979168333;14;347;722;11;12;177;continuous
207_autoPrice;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.375192931980668;train;0.799582005;6;20;252;4;10;112;continuous
207_autoPrice;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.347843535625691;test;0.799582005;6;20;252;4;10;112;continuous
new_thyroid;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999580761466174;train;0.83059771;3;160;326;4;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.83059771;3;160;326;4;5;151;multinomial
656_fri_c1_100_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420956434129546;train;0.639252298333333;3;160;326;5;5;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.696215623649138;test;0.639252298333333;3;160;326;5;5;70;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82544301256952;train;0.807567601666667;3;50;150;18;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866580976005652;test;0.807567601666667;3;50;150;18;25;350;continuous
665_sleuth_case2002;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704856383681391;train;0.147116218316667;3;12;88;3;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845777961875881;test;0.147116218316667;3;12;88;3;6;103;continuous
599_fri_c2_1000_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817067715340272;train;0.11338559;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800757936686749;test;0.11338559;3;25;156;5;5;700;continuous
712_chscase_geyser1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608892044390656;train;0.248700945;9;10;200;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501869702213549;test;0.248700945;9;10;200;2;2;156;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125181844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224327553880653;train;1.71363651998333;12;308;640;4;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125181844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368659566222901;test;1.71363651998333;12;308;640;4;5;175;continuous
coil2000;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.714482880670645;train;1.36015197666667;3;80;166;2;59;6876;binomial
coil2000;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.70231869509565;test;1.36015197666667;3;80;166;2;59;6876;binomial
1201_BNG_breastTumor;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914539924549573;train;6.09670067333333;7;18;266;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916284112810009;test;6.09670067333333;7;18;266;9;9;81648;continuous
australian;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940190390160859;train;0.554447403333333;3;13;84;10;13;483;binomial
australian;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931239388794567;test;0.554447403333333;3;13;84;10;13;483;binomial
profb;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666710478424394;train;2.80022701498333;16;9;290;1;9;471;binomial
profb;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643097643097643;test;2.80022701498333;16;9;290;1;9;471;binomial
542_pollution;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.704696145346902;train;0.340049133333333;6;58;302;4;12;42;continuous
542_pollution;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.12637488308189;test;0.340049133333333;6;58;302;4;12;42;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872477586937658;train;0.402635796666667;6;125;312;9;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892354516947637;test;0.402635796666667;6;125;312;9;25;350;continuous
573_cpu_act;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331948539226674;train;1.103716955;3;29;132;1;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336427735119932;test;1.103716955;3;29;132;1;17;5735;continuous
lupus;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864219114219114;train;0.0742475383333333;3;3;24;1;3;61;binomial
lupus;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85207100591716;test;0.0742475383333333;3;3;24;1;3;61;binomial
201_pol;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.659586477354484;train;2.04747292666667;3;40;146;5;26;10500;continuous
201_pol;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.656030553543246;test;2.04747292666667;3;40;146;5;26;10500;continuous
195_auto_price;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229739892721778;train;0.610639893333333;3;160;326;2;9;112;continuous
195_auto_price;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317736274416666;test;0.610639893333333;3;160;326;2;9;112;continuous
ann_thyroid;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999799652516765;train;3.65327774833333;3;160;326;19;21;5040;multinomial
ann_thyroid;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999567547626766;test;3.65327774833333;3;160;326;19;21;5040;multinomial
cloud;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666488136756679;train;0.11960791;8;6;102;5;6;76;multinomial
cloud;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.544532627865961;test;0.11960791;8;6;102;5;6;76;multinomial
590_fri_c0_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480642746881034;train;1.50476404;8;212;440;15;50;700;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484780838894902;test;1.50476404;8;212;440;15;50;700;continuous
fars;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889941611484679;train;36.7571259233333;0;100;200;10;21;70678;multinomial
fars;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884566367981312;test;36.7571259233333;0;100;200;10;21;70678;multinomial
1030_ERA;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.741627357673177;train;0.211469273333333;6;20;234;4;4;700;continuous
1030_ERA;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746151507063754;test;0.211469273333333;6;20;234;4;4;700;continuous
analcatdata_asbestos;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861175115207373;train;0.0628860833333333;3;3;24;3;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82962962962963;test;0.0628860833333333;3;3;24;3;3;59;binomial
ecoli;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986097375875154;train;0.746388868333333;3;160;326;5;5;229;multinomial
ecoli;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95805109922757;test;0.746388868333333;3;160;326;5;5;229;multinomial
579_fri_c0_250_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288476955207275;train;1.49418242666667;11;271;564;5;5;175;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463878219180605;test;1.49418242666667;11;271;564;5;5;175;continuous
344_mv;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430790948390377;train;0.485676325;5;50;250;8;10;28538;continuous
344_mv;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.427936808796792;test;0.485676325;5;50;250;8;10;28538;continuous
credit_g;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823700825643516;train;1.64219139333333;18;80;796;10;20;700;binomial
credit_g;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749327103752984;test;1.64219139333333;18;80;796;10;20;700;binomial
prnn_synth;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939524555903866;train;0.05206568;3;2;16;2;2;175;binomial
prnn_synth;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935988620199146;test;0.05206568;3;2;16;2;2;175;binomial
621_fri_c0_100_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.643587540411428;train;1.97150463166667;7;240;494;10;10;70;continuous
621_fri_c0_100_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526417949662339;test;1.97150463166667;7;240;494;10;10;70;continuous
641_fri_c1_500_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252308602698178;train;0.705050291666667;3;160;326;5;10;350;continuous
641_fri_c1_500_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388668969676426;test;0.705050291666667;3;160;326;5;10;350;continuous
prnn_fglass;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953636212939282;train;0.175662403333333;8;9;146;5;9;144;multinomial
prnn_fglass;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803194444444445;test;0.175662403333333;8;9;146;5;9;144;multinomial
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802411186947291;train;1.57421483833333;5;200;410;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823903930776411;test;1.57421483833333;5;200;410;5;5;700;continuous
tae;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72237006525663;train;0.585769451666667;10;5;108;5;5;106;multinomial
tae;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685380116959064;test;0.585769451666667;10;5;108;5;5;106;multinomial
analcatdata_germangss;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731156028036935;train;0.04704685;3;5;36;1;5;280;multinomial
analcatdata_germangss;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707431333389348;test;0.04704685;3;5;36;1;5;280;multinomial
letter;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981502691139453;train;2.44066317;3;16;92;16;16;14000;multinomial
letter;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979921572851253;test;2.44066317;3;16;92;16;16;14000;multinomial
1199_BNG_echoMonths;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125131109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.717070917392853;train;0.376822011666667;6;45;292;7;9;12248;continuous
1199_BNG_echoMonths;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125131109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.707561299579734;test;0.376822011666667;6;45;292;7;9;12248;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.634340954727895;train;0.463095551666667;7;10;148;3;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502717185029474;test;0.463095551666667;7;10;148;3;5;44;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180633788602335;train;3.47600335498333;15;352;734;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271878433892797;test;3.47600335498333;15;352;734;5;5;700;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813387226063802;train;0.576660516666667;3;20;134;6;10;700;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834015167721171;test;0.576660516666667;3;20;134;6;10;700;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541581985361261;train;0.119863583333333;3;50;166;10;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452239943118022;test;0.119863583333333;3;50;166;10;10;175;continuous
australian;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.926547378681334;train;0.163669493333333;3;52;166;5;13;483;binomial
australian;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932048872180451;test;0.163669493333333;3;52;166;5;13;483;binomial
678_visualizing_environmental;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788401903672443;train;0.316278385;11;15;338;2;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658710212568536;test;0.316278385;11;15;338;2;3;78;continuous
appendicitis;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857142857142857;train;0.117617805;3;16;92;4;4;75;binomial
appendicitis;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857142857142857;test;0.117617805;3;16;92;4;4;75;binomial
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212944645820805;train;4.49398453666667;11;304;630;8;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422710302958182;test;4.49398453666667;11;304;630;8;10;700;continuous
allrep;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962569135802469;train;1.05537292;12;24;504;13;24;2641;multinomial
allrep;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948165962524455;test;1.05537292;12;24;504;13;24;2641;multinomial
573_cpu_act;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.182079994984876;train;10.4621363133333;12;32;524;15;16;5735;continuous
573_cpu_act;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.192094286278735;test;10.4621363133333;12;32;524;15;16;5735;continuous
503_wind;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472082005974291;train;0.480195723333333;3;68;176;13;14;4602;continuous
503_wind;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472441784586611;test;0.480195723333333;3;68;176;13;14;4602;continuous
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557_analcatdata_apnea1;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.241115281228293;train;0.09458818;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197235543715677;test;0.09458818;3;15;120;3;3;333;continuous
prnn_synth;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124200634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922066893127776;train;0.496175063333333;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124200634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90491452991453;test;0.496175063333333;3;160;326;2;2;175;binomial
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.672747300729691;train;7.90404947;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.695072486980604;test;7.90404947;3;160;326;9;9;12248;continuous
confidence;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948809523809524;train;1.17049492833333;6;220;452;1;1;51;multinomial
confidence;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955555555555556;test;1.17049492833333;6;220;452;1;1;51;multinomial
sleep;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124180902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883626772146674;train;1.77516814;3;13;86;10;13;74136;multinomial
sleep;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124180902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881521149786358;test;1.77516814;3;13;86;10;13;74136;multinomial
analcatdata_aids;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957236842105263;train;1.297212525;7;224;462;3;3;35;binomial
analcatdata_aids;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.555555555555556;test;1.297212525;7;224;462;3;3;35;binomial
labor;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.597012196666667;3;160;326;15;15;40;binomial
labor;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.597012196666667;3;160;326;15;15;40;binomial
561_cpu;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.120125070683135;train;1.60450299;11;236;494;6;7;147;continuous
561_cpu;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.230616555029176;test;1.60450299;11;236;494;6;7;147;continuous
confidence;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934451659451659;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
579_fri_c0_250_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22754460940844;train;1.29709767335;7;240;494;5;5;175;continuous
579_fri_c0_250_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481317841474976;test;1.29709767335;7;240;494;5;5;175;continuous
credit_a;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989594552339923;train;0.846872625;3;160;326;14;14;483;binomial
credit_a;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910016977928693;test;0.846872625;3;160;326;14;14;483;binomial
lupus;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887799564270152;train;0.658996015;3;160;326;1;2;61;binomial
lupus;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760416666666667;test;0.658996015;3;160;326;1;2;61;binomial
344_mv;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449768700250322;train;0.242494058333333;3;45;166;6;9;28538;continuous
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1030_ERA;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.739842616368016;train;0.212408451666667;6;20;222;4;4;700;continuous
1030_ERA;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80071235779011;test;0.212408451666667;6;20;222;4;4;700;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394039328679583;train;0.26531329;3;90;186;45;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.398948573867379;test;0.26531329;3;90;186;45;71;742;continuous
537_houses;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603233770011625;train;0.697428936666667;3;10;72;5;5;14448;continuous
537_houses;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603246395392521;test;0.697428936666667;3;10;72;5;5;14448;continuous
iris;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992901992901993;train;0.0254686333333333;3;3;24;1;3;105;multinomial
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653_fri_c0_250_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447913174573323;train;1.48342584833333;6;220;452;16;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497393706345208;test;1.48342584833333;6;220;452;16;25;175;continuous
backache;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.00544313333333;20;128;888;31;32;126;binomial
backache;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640816326530612;test;2.00544313333333;20;128;888;31;32;126;binomial
pendigits;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997598054684982;train;38.3395802566667;2;16;70;16;16;7695;multinomial
pendigits;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996691266784874;test;38.3395802566667;2;16;70;16;16;7695;multinomial
vehicle;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999272766665008;train;2.48281754666667;13;320;666;13;13;593;multinomial
vehicle;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929204279653294;test;2.48281754666667;13;320;666;13;13;593;multinomial
iris;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997526041666667;train;0.12120703;3;3;24;1;3;105;multinomial
iris;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999074074074074;test;0.12120703;3;3;24;1;3;105;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892566568047337;train;0.536633006666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.570578231292517;test;0.536633006666667;3;160;326;1;3;42;multinomial
vehicle;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932070495966879;train;0.15078787;5;13;120;12;13;593;multinomial
vehicle;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908545422831137;test;0.15078787;5;13;120;12;13;593;multinomial
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609146254636502;train;2.74751046166667;3;18;98;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607674392506391;test;2.74751046166667;3;18;98;9;9;21773;continuous
labor;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998575498575499;train;1.26184731666667;17;60;754;4;15;40;binomial
labor;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985714285714286;test;1.26184731666667;17;60;754;4;15;40;binomial
643_fri_c2_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125151346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251035754742591;train;2.14520236833333;6;220;452;10;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125151346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403778770007561;test;2.14520236833333;6;220;452;10;25;350;continuous
1089_USCrime;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271815959900834;train;1.28470955;7;240;494;3;6;33;continuous
1089_USCrime;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.46348731568116;test;1.28470955;7;240;494;3;6;33;continuous
iris;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992901992901993;train;0.59377588;3;160;326;1;3;105;multinomial
iris;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993966817496229;test;0.59377588;3;160;326;1;3;105;multinomial
analcatdata_boxing2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126092844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678300094966762;train;0.071405005;3;12;76;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126092844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.693850267379679;test;0.071405005;3;12;76;1;3;93;binomial
heart_h;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895952884324977;train;0.699406883333333;3;160;326;3;12;206;binomial
heart_h;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898889538281707;test;0.699406883333333;3;160;326;3;12;206;binomial
210_cloud;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.267986289412804;train;0.233496081666667;3;10;72;3;5;76;continuous
210_cloud;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.272411830135952;test;0.233496081666667;3;10;72;3;5;76;continuous
clean1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.306528875;3;84;174;1;94;334;binomial
clean1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.306528875;3;84;174;1;94;334;binomial
634_fri_c2_100_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.760666871748369;train;0.491388833333333;5;18;198;4;9;70;continuous
634_fri_c2_100_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.778438389258148;test;0.491388833333333;5;18;198;4;9;70;continuous
522_pm10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851783843078164;train;0.873622708333333;7;14;198;5;7;350;continuous
522_pm10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856796004577098;test;0.873622708333333;7;14;198;5;7;350;continuous
564_fried;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125210213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490076443374912;train;0.51385705;7;50;334;10;10;28538;continuous
564_fried;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125210213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489209479641595;test;0.51385705;7;50;334;10;10;28538;continuous
wine_quality_white;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658129874689249;train;1.48382850666667;3;11;64;1;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.621417524436237;test;1.48382850666667;3;11;64;1;11;3429;multinomial
cleve;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961821775062882;train;2.06622578166667;7;240;494;13;13;213;binomial
cleve;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861660079051383;test;2.06622578166667;7;240;494;13;13;213;binomial
617_fri_c3_500_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17650765060274;train;1.421173015;8;244;504;5;5;350;continuous
617_fri_c3_500_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340616181544832;test;1.421173015;8;244;504;5;5;350;continuous
561_cpu;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125100403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.130477774500384;train;0.149496;3;35;166;7;7;147;continuous
561_cpu;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125100403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.151653974904054;test;0.149496;3;35;166;7;7;147;continuous
659_sleuth_ex1714;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341299694671027;train;0.590537821666667;3;160;326;1;1;33;continuous
659_sleuth_ex1714;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.4696911101044;test;0.590537821666667;3;160;326;1;1;33;continuous
1595_poker;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816191442318757;train;42.4831928983333;1;20;54;6;10;717507;continuous
1595_poker;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815150487967715;test;42.4831928983333;1;20;54;6;10;717507;continuous
dermatology;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999321034418257;train;0.838058223333333;3;160;326;25;25;257;multinomial
dermatology;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994551546108639;test;0.838058223333333;3;160;326;25;25;257;multinomial
colic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887718511878082;train;0.452468153333333;7;82;342;2;22;258;binomial
colic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857168652943301;test;0.452468153333333;7;82;342;2;22;258;binomial
satimage;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980071284084867;train;1.235518585;10;25;358;19;25;4505;multinomial
satimage;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97945435957323;test;1.235518585;10;25;358;19;25;4505;multinomial
ring;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991505780109423;train;3.52253109166667;3;160;326;20;20;5180;binomial
ring;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984261716589048;test;3.52253109166667;3;160;326;20;20;5180;binomial
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126102252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806634096053755;train;0.353056296666667;5;130;270;21;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126102252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837894093610349;test;0.353056296666667;5;130;270;21;50;700;continuous
letter;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126103253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981145037493967;train;2.31143779333333;3;16;98;16;16;14000;multinomial
letter;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126103253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980439140307001;test;2.31143779333333;3;16;98;16;16;14000;multinomial
irish;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860153445948171;train;0.47915186165;6;4;54;4;4;350;binomial
irish;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857963875205255;test;0.47915186165;6;4;54;4;4;350;binomial
heart_statlog;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949707470747075;train;0.655036983333333;3;160;326;10;13;189;binomial
heart_statlog;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932397959183674;test;0.655036983333333;3;160;326;10;13;189;binomial
waveform_21;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97001731476356;train;0.35647591;6;21;214;21;21;3500;multinomial
waveform_21;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966483969247186;test;0.35647591;6;21;214;21;21;3500;multinomial
hepatitis;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935606060606061;train;1.22368931833333;6;220;452;17;19;109;binomial
hepatitis;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701298701298701;test;1.22368931833333;6;220;452;17;19;109;binomial
buggyCrx;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925528977253115;train;1.39193850833333;8;260;536;12;13;483;binomial
buggyCrx;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931533269045323;test;1.39193850833333;8;260;536;12;13;483;binomial
contraceptive;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734749537925465;train;3.1259419;9;9;170;6;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.710811671375052;test;3.1259419;9;9;170;6;9;1032;multinomial
churn;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870040223926457;train;0.226103846666667;3;60;166;10;15;3500;binomial
churn;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852941817706138;test;0.226103846666667;3;60;166;10;15;3500;binomial
analcatdata_germangss;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746818318091668;train;0.173636523333333;11;5;114;1;5;280;multinomial
analcatdata_germangss;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680528642829681;test;0.173636523333333;11;5;114;1;5;280;multinomial
605_fri_c2_250_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772089684021582;train;2.05680117833333;8;50;360;15;25;175;continuous
605_fri_c2_250_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830228591057372;test;2.05680117833333;8;50;360;15;25;175;continuous
irish;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86629457670651;train;0.456621375;11;16;354;2;4;350;binomial
irish;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818737456668491;test;0.456621375;11;16;354;2;4;350;binomial
626_fri_c2_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800622798060965;train;0.67616842;8;190;396;12;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862578747913949;test;0.67616842;8;190;396;12;50;350;continuous
schizo;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.764658580413297;train;2.43290871833333;15;352;734;8;13;238;multinomial
schizo;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.590640522875817;test;2.43290871833333;15;352;734;8;13;238;multinomial
penguins;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.656077805016667;3;7;50;4;7;241;multinomial
penguins;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.656077805016667;3;7;50;4;7;241;multinomial
german;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822231267990579;train;3.67027717;11;20;414;14;20;700;binomial
german;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.76287342243996;test;3.67027717;11;20;414;14;20;700;binomial
saheart;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793717495319326;train;0.716334751666667;12;36;526;8;9;324;binomial
saheart;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794026284348865;test;0.716334751666667;12;36;526;8;9;324;binomial
satimage;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125184017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980293944921559;train;0.687686573333333;5;25;202;20;25;4505;multinomial
satimage;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125184017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979321792025084;test;0.687686573333333;5;25;202;20;25;4505;multinomial
twonorm;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997884615384615;train;0.285052358333333;3;56;166;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99798953127752;test;0.285052358333333;3;56;166;20;20;5180;binomial
pendigits;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998407275996054;train;0.433706118333333;3;16;90;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997668819890099;test;0.433706118333333;3;16;90;16;16;7695;multinomial
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487722920664826;train;0.396310551666667;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49395992833284;test;0.396310551666667;3;10;72;5;5;700;continuous
appendicitis;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859484777517564;train;0.181594508333333;5;4;46;3;4;75;binomial
appendicitis;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857142857142857;test;0.181594508333333;5;4;46;3;4;75;binomial
breast_cancer_wisconsin;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980890538033395;train;1.07109270833333;5;200;410;6;23;399;binomial
breast_cancer_wisconsin;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980603448275862;test;1.07109270833333;5;200;410;6;23;399;binomial
1089_USCrime;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264942448760708;train;1.07485430833333;6;220;452;4;4;33;continuous
1089_USCrime;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456261214438811;test;1.07485430833333;6;220;452;4;4;33;continuous
collins;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;3.31926365;10;284;588;1;20;340;multinomial
collins;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;3.31926365;10;284;588;1;20;340;multinomial
breast_cancer_wisconsin;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997765693980833;train;0.570692908316667;3;160;326;19;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9921875;test;0.570692908316667;3;160;326;19;22;399;binomial
633_fri_c0_500_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490992324898029;train;0.286810608333333;5;120;270;17;25;350;continuous
633_fri_c0_500_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517843335237173;test;0.286810608333333;5;120;270;17;25;350;continuous
564_fried;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48701171007421;train;6.15897307333333;20;260;560;6;10;28538;continuous
564_fried;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488809698364762;test;6.15897307333333;20;260;560;6;10;28538;continuous
crx;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963774316348269;train;0.947915325;3;160;326;14;14;483;binomial
crx;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930069275416589;test;0.947915325;3;160;326;14;14;483;binomial
687_sleuth_ex1605;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662788197420731;train;0.454215915;7;10;152;3;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53293061954427;test;0.454215915;7;10;152;3;5;44;continuous
churn;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871845342611661;train;1.11523958333333;13;60;586;7;15;3500;binomial
churn;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854395284952254;test;1.11523958333333;13;60;586;7;15;3500;binomial
credit_a;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934199164104867;train;1.72769292666667;9;280;578;12;14;483;binomial
credit_a;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915241206995964;test;1.72769292666667;9;280;578;12;14;483;binomial
auto;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995248917748918;train;1.68440224833333;7;240;494;11;21;142;multinomial
auto;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939730176655642;test;1.68440224833333;7;240;494;11;21;142;multinomial
penguins;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.645968461666667;3;7;50;5;7;241;multinomial
penguins;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.645968461666667;3;7;50;5;7;241;multinomial
mfeat_morphological;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934901847268135;train;1.53019966666667;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912481614082156;test;1.53019966666667;3;160;326;2;2;1400;multinomial
1096_FacultySalaries;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.276538397877729;train;0.0991053216666667;5;10;116;2;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.531159570919782;test;0.0991053216666667;5;10;116;2;2;35;continuous
clean2;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976022253129346;train;0.564067506666667;3;80;166;109;109;4619;binomial
clean2;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969060043358659;test;0.564067506666667;3;80;166;109;109;4619;binomial
ann_thyroid;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992334251319942;train;0.639993038333333;7;21;260;3;21;5040;multinomial
ann_thyroid;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9903204794133;test;0.639993038333333;7;21;260;3;21;5040;multinomial
movement_libras;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.53454099;13;22;446;18;22;252;multinomial
movement_libras;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866361893963935;test;1.53454099;13;22;446;18;22;252;multinomial
635_fri_c0_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.549762882891372;train;1.92907197;10;20;412;10;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526700472932421;test;1.92907197;10;20;412;10;10;175;continuous
vowel;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999968726826353;train;2.46931071333333;6;220;452;13;13;693;multinomial
vowel;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993190996882813;test;2.46931071333333;6;220;452;13;13;693;multinomial
687_sleuth_ex1605;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668950025377576;train;2.24885766;20;386;812;1;3;44;continuous
687_sleuth_ex1605;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.09896046410444;test;2.24885766;20;386;812;1;3;44;continuous
new_thyroid;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997230351170569;train;0.04021185;3;5;36;3;5;151;multinomial
new_thyroid;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995294560511952;test;0.04021185;3;5;36;3;5;151;multinomial
cleveland;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.606142241948694;train;4.09237758666667;20;500;1040;13;13;213;multinomial
cleveland;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.576942946990117;test;4.09237758666667;20;500;1040;13;13;213;multinomial
505_tecator;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0409449534273322;train;0.178876038333333;3;80;186;16;16;168;continuous
505_tecator;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0621243523638352;test;0.178876038333333;3;80;186;16;16;168;continuous
prnn_crabs;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99979524979525;train;0.680737318333333;3;160;326;4;4;140;binomial
prnn_crabs;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995475113122172;test;0.680737318333333;3;160;326;4;4;140;binomial
611_fri_c3_100_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.726166075439097;train;0.34614548;10;20;430;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.936753533365469;test;0.34614548;10;20;430;4;4;70;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.769570666079157;train;0.0886054383333333;3;20;146;3;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89278067139159;test;0.0886054383333333;3;20;146;3;4;175;continuous
503_wind;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469176334005758;train;2.57871079666667;20;270;580;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465505897904754;test;2.57871079666667;20;270;580;13;14;4602;continuous
mfeat_factors;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999345009837844;train;3.464206765;3;160;326;133;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994429026128853;test;3.464206765;3;160;326;133;133;1400;multinomial
lupus;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955337690631808;train;0.882195643333333;5;200;410;1;2;61;binomial
lupus;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.628472222222222;test;0.882195643333333;5;200;410;1;2;61;binomial
letter;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981324995570125;train;75.2737545833333;1;16;42;16;16;14000;multinomial
letter;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981483703378484;test;75.2737545833333;1;16;42;16;16;14000;multinomial
581_fri_c3_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825389759736488;train;2.398782255;8;50;360;6;25;350;continuous
581_fri_c3_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820662997176996;test;2.398782255;8;50;360;6;25;350;continuous
bupa;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779213675213675;train;1.132259145;5;200;410;5;5;242;binomial
bupa;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.561085972850679;test;1.132259145;5;200;410;5;5;242;binomial
601_fri_c1_250_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126103206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768365094257576;train;0.112728046666667;3;25;156;5;5;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126103206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8555077207073;test;0.112728046666667;3;25;156;5;5;175;continuous
tae;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.669585622710623;train;0.61372642;3;160;326;5;5;106;multinomial
tae;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.647930283224401;test;0.61372642;3;160;326;5;5;106;multinomial
churn;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944213733952165;train;3.93712212;10;284;588;13;15;3500;binomial
churn;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894274640088594;test;3.93712212;10;284;588;13;15;3500;binomial
1030_ERA;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.773904505306987;train;0.687264765;3;160;326;2;4;700;continuous
1030_ERA;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834638374145828;test;0.687264765;3;160;326;2;4;700;continuous
allhypo;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839217162795069;train;1.15846312166667;14;25;574;7;25;2639;multinomial
allhypo;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860201048008818;test;1.15846312166667;14;25;574;7;25;2639;multinomial
cmc;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715392471713434;train;1.32164202666667;5;200;410;8;9;1032;multinomial
cmc;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693647955622238;test;1.32164202666667;5;200;410;8;9;1032;multinomial
615_fri_c4_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.798577621285559;train;0.974932353333333;6;18;230;5;9;175;continuous
615_fri_c4_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125185241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832365117630241;test;0.974932353333333;6;18;230;5;9;175;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824052754225711;train;0.79710246335;3;160;326;46;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866606889873376;test;0.79710246335;3;160;326;46;50;700;continuous
227_cpu_small;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16263999338331;train;5.30562630666667;6;220;452;10;12;5735;continuous
227_cpu_small;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155700686414707;test;5.30562630666667;6;220;452;10;12;5735;continuous
spectf;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999752964426877;train;2.47894265166667;11;320;662;44;44;245;binomial
spectf;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964497041420118;test;2.47894265166667;11;320;662;44;44;245;binomial
622_fri_c2_1000_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163013671350444;train;3.77638150833333;9;280;578;15;50;700;continuous
622_fri_c2_1000_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310955689891495;test;3.77638150833333;9;280;578;15;50;700;continuous
analcatdata_boxing2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126092314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.705128205128205;train;0.280818261666667;12;12;294;2;3;93;binomial
analcatdata_boxing2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126092314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.631016042780749;test;0.280818261666667;12;12;294;2;3;93;binomial
706_sleuth_case1202;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125124917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.621572152236182;train;0.470015245;5;12;124;1;6;66;continuous
706_sleuth_case1202;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125124917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610569365772197;test;0.470015245;5;12;124;1;6;66;continuous
analcatdata_authorship;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.23553119833333;3;160;326;70;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.23553119833333;3;160;326;70;70;589;multinomial
562_cpu_small;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296334344230498;train;2.54378750666667;6;220;452;3;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296578837317562;test;2.54378750666667;6;220;452;3;12;5735;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124200326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482099097187364;train;0.772952798333333;6;20;252;10;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124200326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504899431203459;test;0.772952798333333;6;20;252;10;10;700;continuous
twonorm;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125184600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997884615384615;train;0.280978336683333;3;61;166;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125184600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99798953127752;test;0.280978336683333;3;61;166;20;20;5180;binomial
waveform_21;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125200030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964281778538973;train;0.362261013333333;5;21;190;19;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125200030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971765323380495;test;0.362261013333333;5;21;190;19;21;3500;multinomial
calendarDOW;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888997264159713;train;3.00624555166667;20;354;748;14;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788784518686342;test;3.00624555166667;20;354;748;14;14;280;multinomial
1030_ERA;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.730451013261941;train;0.77856733;3;160;326;4;4;700;continuous
1030_ERA;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.783776130241663;test;0.77856733;3;160;326;4;4;700;continuous
623_fri_c4_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820522059176916;train;0.85830254165;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818823824335219;test;0.85830254165;3;160;326;5;10;700;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357721117170887;train;0.718504361666667;3;160;326;4;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489772531827169;test;0.718504361666667;3;160;326;4;25;175;continuous
haberman;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125200019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.734662576687117;train;2.20198402666667;11;320;662;3;3;215;binomial
haberman;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125200019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.664905450500556;test;2.20198402666667;11;320;662;3;3;215;binomial
581_fri_c3_500_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837769049958843;train;1.16055406333333;3;50;150;4;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833040842066144;test;1.16055406333333;3;50;150;4;25;350;continuous
breast_cancer;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125154538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763743156934307;train;0.65036779;7;9;134;6;9;201;binomial
breast_cancer;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125154538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.675967261904762;test;0.65036779;7;9;134;6;9;201;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878316032295271;train;0.299723983333333;5;7;78;2;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844155844155844;test;0.299723983333333;5;7;78;2;7;68;binomial
Hill_Valley_with_noise;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.55157143650397;train;0.0350030166666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.497502436647174;test;0.0350030166666667;3;4;32;1;1;849;binomial
schizo;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.666462136319476;train;0.86682551;3;160;326;5;13;238;multinomial
schizo;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551581632653061;test;0.86682551;3;160;326;5;13;238;multinomial
653_fri_c0_250_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286616281318959;train;1.75176973;10;296;612;15;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497436429449112;test;1.75176973;10;296;612;15;25;175;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.551483975427158;train;0.819783731666667;3;160;326;10;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527369233533789;test;0.819783731666667;3;160;326;10;10;356;continuous
sleep;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859786311958561;train;3.56388868833333;5;13;128;9;13;74136;multinomial
sleep;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858141483376423;test;3.56388868833333;5;13;128;9;13;74136;multinomial
saheart;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817001028806584;train;1.13071043166667;5;200;410;8;9;324;binomial
saheart;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.700022361359571;test;1.13071043166667;5;200;410;8;9;324;binomial
breast_cancer;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.743966117428638;train;1.32476643835;8;9;152;4;9;201;binomial
breast_cancer;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718793828892006;test;1.32476643835;8;9;152;4;9;201;binomial
218_house_8L;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449391740358105;train;4.37513477333333;20;324;688;6;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43607442975335;test;4.37513477333333;20;324;688;6;8;15949;continuous
letter;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957627042484542;train;36.3461307916667;2;140;284;10;16;14000;multinomial
letter;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95803859552735;test;36.3461307916667;2;140;284;10;16;14000;multinomial
glass;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880250844926715;train;0.676977415016667;3;9;60;3;9;144;multinomial
glass;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861630952380952;test;0.676977415016667;3;9;60;3;9;144;multinomial
564_fried;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487135831224879;train;4.14037436333333;5;200;410;10;10;28538;continuous
564_fried;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125115400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490270116823526;test;4.14037436333333;5;200;410;10;10;28538;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816958452251288;train;0.28944228;7;25;324;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832905715407457;test;0.28944228;7;25;324;5;5;350;continuous
pendigits;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999692022162084;train;4.40889509666667;3;160;326;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999017874558492;test;4.40889509666667;3;160;326;16;16;7695;multinomial
599_fri_c2_1000_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806800067827043;train;0.35783897;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803527968124543;test;0.35783897;3;10;72;5;5;700;continuous
adult;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898006220142165;train;6.127601045;12;48;544;9;12;34190;binomial
adult;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893936302892379;test;6.127601045;12;48;544;9;12;34190;binomial
617_fri_c3_500_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839223772914684;train;0.0978770966666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82681171113787;test;0.0978770966666667;3;25;156;5;5;350;continuous
shuttle;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883171679298368;train;32.4695162183333;3;160;326;6;7;40600;multinomial
shuttle;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875121076367962;test;32.4695162183333;3;160;326;6;7;40600;multinomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951041666666667;train;0.530765793333333;3;160;326;5;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9;test;0.530765793333333;3;160;326;5;7;68;binomial
195_auto_price;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161203493735595;train;1.07427737665;6;220;452;7;9;112;continuous
195_auto_price;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391430711101244;test;1.07427737665;6;220;452;7;9;112;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830565705884143;train;0.882189005;3;160;326;8;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851407935084692;test;0.882189005;3;160;326;8;25;350;continuous
adult;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898118592711433;train;3.61803211333333;7;48;334;9;12;34190;binomial
adult;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894181958946272;test;3.61803211333333;7;48;334;9;12;34190;binomial
631_fri_c1_500_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819683540743047;train;0.86545031;3;160;326;5;5;350;continuous
631_fri_c1_500_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847899814194844;test;0.86545031;3;160;326;5;5;350;continuous
wine_quality_red;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79808495878656;train;0.17616211;5;11;116;3;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706049271516132;test;0.17616211;5;11;116;3;11;1120;multinomial
651_fri_c0_100_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491739315079044;train;2.74474705333333;20;388;818;25;25;70;continuous
651_fri_c0_100_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.684761011483386;test;2.74474705333333;20;388;818;25;25;70;continuous
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654_fri_c0_500_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.550079128843609;train;1.68235749;10;220;460;8;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524219961418624;test;1.68235749;10;220;460;8;10;350;continuous
646_fri_c3_500_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252398167295425;train;1.50483137666667;6;220;452;5;9;350;continuous
646_fri_c3_500_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41272285616775;test;1.50483137666667;6;220;452;5;9;350;continuous
yeast;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933563745707466;train;1.08191326166667;3;160;326;8;8;1036;multinomial
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1089_USCrime;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340993000191584;train;0.448016253333333;3;160;326;1;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524731537284231;test;0.448016253333333;3;160;326;1;3;33;continuous
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wine_quality_red;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124162756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688311351831367;test;5.01238525165;5;11;114;3;11;1120;multinomial
595_fri_c0_1000_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126115050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311005480883671;train;0.833565558333333;3;160;326;5;10;700;continuous
595_fri_c0_1000_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126115050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445194437067036;test;0.833565558333333;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799713697637101;train;1.93597058;8;228;472;9;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804965888462389;test;1.93597058;8;228;472;9;10;700;continuous
522_pm10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836531222668067;train;2.37902177498333;20;352;744;6;7;350;continuous
522_pm10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83386415921769;test;2.37902177498333;20;352;744;6;7;350;continuous
505_tecator;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0777276600084083;train;0.199906518333333;3;85;186;19;19;168;continuous
505_tecator;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.104143057732998;test;0.199906518333333;3;85;186;19;19;168;continuous
573_cpu_act;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332481910263844;train;0.59793437;10;90;470;4;18;5735;continuous
573_cpu_act;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.330856359055171;test;0.59793437;10;90;470;4;18;5735;continuous
582_fri_c1_500_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783206628624915;train;0.827691913333333;5;50;234;24;25;350;continuous
582_fri_c1_500_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874437615191023;test;0.827691913333333;5;50;234;24;25;350;continuous
sleep;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888924449671401;train;30.4511695933333;4;180;368;12;13;74136;multinomial
sleep;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888262744685189;test;30.4511695933333;4;180;368;12;13;74136;multinomial
australian;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95152628114064;train;1.09211044833333;3;160;326;12;13;483;binomial
australian;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928679962013295;test;1.09211044833333;3;160;326;12;13;483;binomial
analcatdata_boxing2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747863247863248;train;0.410607043333333;16;12;362;1;3;93;binomial
analcatdata_boxing2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.585561497326203;test;0.410607043333333;16;12;362;1;3;93;binomial
665_sleuth_case2002;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.736583654007381;train;0.717557241666667;3;160;326;1;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.670773214418001;test;0.717557241666667;3;160;326;1;6;103;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514987750769637;train;0.17507097;3;85;176;12;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.571108692094384;test;0.17507097;3;85;176;12;25;700;continuous
tae;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708513134983723;train;0.05282737;3;5;38;5;5;106;multinomial
tae;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777037037037037;test;0.05282737;3;5;38;5;5;106;multinomial
allhyper;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995710408910253;train;0.56049798;7;24;252;22;24;2640;multinomial
allhyper;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853562664440397;test;0.56049798;7;24;252;22;24;2640;multinomial
contraceptive;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731923735349454;train;1.03570686498333;3;160;326;9;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699423982210868;test;1.03570686498333;3;160;326;9;9;1032;multinomial
631_fri_c1_500_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819586386588959;train;0.327642765;3;10;72;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848888225128636;test;0.327642765;3;10;72;5;5;350;continuous
201_pol;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.737379588594259;train;2.89615100333333;11;272;566;15;26;10500;continuous
201_pol;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.734072742609985;test;2.89615100333333;11;272;566;15;26;10500;continuous
crx;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976338490552859;train;1.28076810333333;3;160;326;10;13;483;binomial
crx;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935779816513761;test;1.28076810333333;3;160;326;10;13;483;binomial
analcatdata_happiness;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125183340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.778521825396825;train;0.133422226666667;3;3;24;1;3;42;multinomial
analcatdata_happiness;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125183340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708333333333333;test;0.133422226666667;3;3;24;1;3;42;multinomial
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505_tecator;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.130340475455877;test;1.14632255665;9;216;450;10;18;168;continuous
678_visualizing_environmental;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126100853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.763563994672929;train;0.927517588333333;6;213;438;3;3;78;continuous
678_visualizing_environmental;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126100853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794855017167845;test;0.927517588333333;6;213;438;3;3;78;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839115610640231;train;0.150965703333333;3;10;72;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826552281714525;test;0.150965703333333;3;10;72;5;5;350;continuous
505_tecator;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125124902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0869498772993872;train;0.422963971666667;3;38;150;14;19;168;continuous
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603_fri_c0_250_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.558380810949889;train;0.837434561666667;3;160;326;2;50;175;continuous
603_fri_c0_250_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.724567452022574;test;0.837434561666667;3;160;326;2;50;175;continuous
1089_USCrime;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.36259772397671;train;0.210801245016667;6;8;108;4;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.334249722966588;test;0.210801245016667;6;8;108;4;4;33;continuous
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618_fri_c3_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811026692115531;train;0.805056131666667;3;71;150;6;50;700;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837001815117368;test;0.805056131666667;3;71;150;6;50;700;continuous
631_fri_c1_500_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816119721138106;train;0.226237591666667;7;25;324;5;5;350;continuous
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clean1;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.441755598333333;3;112;230;5;92;334;binomial
clean1;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.441755598333333;3;112;230;5;92;334;binomial
624_fri_c0_100_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.552085792731718;train;0.219734651666667;5;10;116;5;5;70;continuous
624_fri_c0_100_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495776290468813;test;0.219734651666667;5;10;116;5;5;70;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230566534054274;train;0.967266508333333;3;160;326;25;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421369522336348;test;0.967266508333333;3;160;326;25;25;350;continuous
analcatdata_cyyoung8092;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928034371643394;train;0.53909609;3;160;326;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9;test;0.53909609;3;160;326;2;7;68;binomial
650_fri_c0_500_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261523354086004;train;6.84460302666667;10;295;610;38;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506814625499211;test;6.84460302666667;10;295;610;38;50;350;continuous
294_satellite_image;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457302736130097;train;3.09284765335;3;44;146;24;24;4505;continuous
294_satellite_image;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479183426088531;test;3.09284765335;3;44;146;24;24;4505;continuous
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bupa;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594104308390023;test;0.159915831666667;3;5;36;1;5;242;binomial
560_bodyfat;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0777513110333303;train;0.19726775665;3;64;186;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0776185618502619;test;0.19726775665;3;64;186;1;13;177;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878683379214396;train;0.805972316666667;3;160;326;9;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.95266329219983;test;0.805972316666667;3;160;326;9;9;175;continuous
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651_fri_c0_100_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382633293421478;train;2.42879803166667;10;300;620;19;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.773011175797214;test;2.42879803166667;10;300;620;19;25;70;continuous
230_machine_cpu;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.244592578634009;train;0.7176201;13;30;586;6;6;147;continuous
230_machine_cpu;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.288625377235622;test;0.7176201;13;30;586;6;6;147;continuous
201_pol;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125135752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496317661620761;train;0.314713163333333;3;85;176;25;25;10500;continuous
201_pol;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125135752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475430721823476;test;0.314713163333333;3;85;176;25;25;10500;continuous
texture;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999961886723297;train;31.2704782783333;3;15;90;14;15;3850;multinomial
texture;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99976060164595;test;31.2704782783333;3;15;90;14;15;3850;multinomial
analcatdata_asbestos;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876152073732719;train;0.199173783333333;8;12;204;3;3;59;binomial
analcatdata_asbestos;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874074074074074;test;0.199173783333333;8;12;204;3;3;59;binomial
analcatdata_cyyoung8092;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921589688506982;train;0.539704251666667;10;28;460;5;7;68;binomial
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634_fri_c2_100_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83744155275965;train;1.45390081998333;6;220;452;4;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823216849113979;test;1.45390081998333;6;220;452;4;10;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125143611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.763826580889451;train;0.748365865016667;3;160;326;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125143611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00607602049366;test;0.748365865016667;3;160;326;5;5;70;continuous
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589_fri_c2_1000_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817628921191788;train;0.956531073333333;3;50;146;10;25;700;continuous
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604_fri_c4_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227515078364488;train;1.52302782835;10;268;556;4;10;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388048049060864;test;1.52302782835;10;268;556;4;10;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861797439460118;train;1.75773760333333;6;50;276;16;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878792752632406;test;1.75773760333333;6;50;276;16;25;350;continuous
breast_cancer;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730260047281324;train;1.25738070666667;8;260;536;7;9;201;binomial
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635_fri_c0_250_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487193743916226;train;1.39621899833333;10;20;416;10;10;175;continuous
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210_cloud;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.248518829835241;test;0.31271472;6;25;282;3;5;76;continuous
604_fri_c4_500_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211079005632657;train;2.0096711;14;311;650;8;10;350;continuous
604_fri_c4_500_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377999327275381;test;2.0096711;14;311;650;8;10;350;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.712573681125145;train;2.47261884833333;13;328;682;1;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837150923887556;test;2.47261884833333;13;328;682;1;5;44;continuous
228_elusage;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347296405849212;train;0.57892649;3;160;326;1;1;39;continuous
228_elusage;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.510521625393698;test;0.57892649;3;160;326;1;1;39;continuous
analcatdata_authorship;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.67885564666667;3;50;106;28;70;589;multinomial
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588_fri_c4_1000_100;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838313954157859;train;3.099940825;16;388;808;4;100;700;continuous
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644_fri_c4_250_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83128030485248;train;0.420603383333333;3;48;150;17;24;175;continuous
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dis;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788899552143314;train;1.96903896;9;216;450;9;25;2641;binomial
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allrep;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981703392468098;train;4.40970832166667;18;392;820;5;24;2641;multinomial
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195_auto_price;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.691779018979456;train;1.42705118833333;8;260;536;4;10;112;continuous
195_auto_price;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.655633952739479;test;1.42705118833333;8;260;536;4;10;112;continuous
glass2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.790970933828077;train;0.771213423333333;9;9;172;9;9;115;binomial
glass2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747795414462081;test;0.771213423333333;9;9;172;9;9;115;binomial
mfeat_factors;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961959299661281;train;14.7212401083333;6;114;264;3;135;1400;multinomial
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627_fri_c2_500_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822300803688821;train;0.245473006666667;5;50;250;6;10;350;continuous
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allbp;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977757240214285;train;26.8289082833333;8;25;304;24;25;2641;multinomial
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604_fri_c4_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222120522373956;train;2.402753625;12;340;704;5;10;350;continuous
604_fri_c4_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381677506978976;test;2.402753625;12;340;704;5;10;350;continuous
617_fri_c3_500_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848695354807144;train;1.62373656666667;6;220;452;5;5;350;continuous
617_fri_c3_500_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840253788109203;test;1.62373656666667;6;220;452;5;5;350;continuous
712_chscase_geyser1;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449132028039067;train;1.294603815;8;260;536;1;2;156;continuous
712_chscase_geyser1;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.408506333703483;test;1.294603815;8;260;536;1;2;156;continuous
schizo;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760046777392901;train;4.24599422833333;20;500;1040;6;13;238;multinomial
schizo;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.577788492446159;test;4.24599422833333;20;500;1040;6;13;238;multinomial
analcatdata_aids;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125181746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911184210526316;train;0.360871903333333;13;12;286;3;3;35;binomial
analcatdata_aids;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125181746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.481481481481482;test;0.360871903333333;13;12;286;3;3;35;binomial
637_fri_c1_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874421475267744;train;1.49197769;7;240;494;4;50;350;continuous
637_fri_c1_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838690897732934;test;1.49197769;7;240;494;4;50;350;continuous
561_cpu;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.1512255772901;train;0.581384706666667;11;35;502;6;7;147;continuous
561_cpu;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.174639993468041;test;0.581384706666667;11;35;502;6;7;147;continuous
yeast;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872214135894506;train;10.4104078633333;12;8;200;5;8;1036;multinomial
yeast;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864498909958428;test;10.4104078633333;12;8;200;5;8;1036;multinomial
605_fri_c2_250_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.709176007990496;train;1.56714579831667;9;264;546;25;25;175;continuous
605_fri_c2_250_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8532131301617;test;1.56714579831667;9;264;546;25;25;175;continuous
645_fri_c3_500_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29056192492622;train;1.005437665;3;160;326;5;50;350;continuous
645_fri_c3_500_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.448394436281967;test;1.005437665;3;160;326;5;50;350;continuous
Hill_Valley_without_noise;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.529030915246711;train;2.10916013;10;300;620;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.469430051813472;test;2.10916013;10;300;620;1;1;849;binomial
560_bodyfat;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125110414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.039220962142349;train;1.52690407166667;9;264;546;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125110414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0377376030415096;test;1.52690407166667;9;264;546;1;13;177;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786310927563887;train;0.28189306;6;25;292;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.938780462713351;test;0.28189306;6;25;292;5;5;70;continuous
breast_cancer_wisconsin;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997617135207497;train;0.950102563333333;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9944743130227;test;0.950102563333333;3;160;326;22;22;399;binomial
appendicitis;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863083164300203;train;0.420332861666667;11;16;318;1;4;75;binomial
appendicitis;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814814814814815;test;0.420332861666667;11;16;318;1;4;75;binomial
658_fri_c3_250_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124171424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78662257833299;train;0.175555671666667;3;90;186;11;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124171424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.931634599440549;test;0.175555671666667;3;90;186;11;25;175;continuous
analcatdata_cyyoung8092;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125155618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905477980665951;train;0.159612031666667;3;7;52;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125155618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958333333333333;test;0.159612031666667;3;7;52;2;7;68;binomial
mfeat_factors;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998857704214;train;27.7385922049833;3;66;138;136;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998897548898561;test;27.7385922049833;3;66;138;136;136;1400;multinomial
ring;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993610859526126;train;6.05229631;3;160;326;20;20;5180;binomial
ring;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984992438994496;test;6.05229631;3;160;326;20;20;5180;binomial
mfeat_fourier;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998095351650554;train;1.82866650833333;3;160;326;73;76;1400;multinomial
mfeat_fourier;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978215411975309;test;1.82866650833333;3;160;326;73;76;1400;multinomial
1089_USCrime;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324277115135449;train;1.66575910333333;13;360;746;1;4;33;continuous
1089_USCrime;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.582429685459481;test;1.66575910333333;13;360;746;1;4;33;continuous
712_chscase_geyser1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.532528240130989;train;0.108825541666667;5;10;120;2;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602879247931902;test;0.108825541666667;5;10;120;2;2;156;continuous
colic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124193526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888455997904662;train;0.231409948316667;3;65;174;2;22;258;binomial
colic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124193526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855027548209366;test;0.231409948316667;3;65;174;2;22;258;binomial
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.679612893681444;train;6.988440925;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.689749989985478;test;6.988440925;3;160;326;9;9;12248;continuous
labor;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961333333333333;train;0.259752735;3;112;230;5;15;40;binomial
labor;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95;test;0.259752735;3;112;230;5;15;40;binomial
594_fri_c2_100_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812100073138034;train;1.59802079331667;7;240;494;5;5;70;continuous
594_fri_c2_100_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.10665396508169;test;1.59802079331667;7;240;494;5;5;70;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125153848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80635152778152;train;0.814890696666667;3;160;326;21;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125153848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.887061889160933;test;0.814890696666667;3;160;326;21;25;175;continuous
iris;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991946491946492;train;0.705903760016667;3;160;326;2;3;105;multinomial
iris;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992458521870287;test;0.705903760016667;3;160;326;2;3;105;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656048037053485;train;0.318744835;6;11;136;1;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.582091425762001;test;0.318744835;6;11;136;1;11;3429;multinomial
606_fri_c2_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79888180887672;train;0.389823863333333;9;50;418;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784331968196365;test;0.389823863333333;9;50;418;5;10;700;continuous
flags;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83218039049236;train;3.49363491833333;5;36;222;19;36;125;multinomial
flags;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644458333333333;test;3.49363491833333;5;36;222;19;36;125;multinomial
schizo;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.687860350572215;train;0.503604776666667;14;13;370;2;13;238;multinomial
schizo;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.608161708619375;test;0.503604776666667;14;13;370;2;13;238;multinomial
581_fri_c3_500_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795365473451235;train;0.17873369835;3;90;186;25;25;350;continuous
581_fri_c3_500_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875519364269538;test;0.17873369835;3;90;186;25;25;350;continuous
irish;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832361948039119;train;0.621662436666667;3;160;326;2;4;350;binomial
irish;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.841817186644773;test;0.621662436666667;3;160;326;2;4;350;binomial
lupus;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825514874141877;train;0.0533400183333333;3;2;16;2;2;61;binomial
lupus;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;test;0.0533400183333333;3;2;16;2;2;61;binomial
spambase;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974972891615012;train;2.01443039;5;200;410;52;55;3221;binomial
spambase;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968115504445845;test;2.01443039;5;200;410;52;55;3221;binomial
606_fri_c2_1000_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224919144256323;train;1.11195739166667;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311288701572441;test;1.11195739166667;3;160;326;5;10;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125194902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228191708581132;train;0.93337395;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125194902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432801183182378;test;0.93337395;3;160;326;5;5;700;continuous
hepatitis;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901253918495298;train;2.16194949665;12;340;704;15;19;109;binomial
hepatitis;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.858333333333333;test;2.16194949665;12;340;704;15;19;109;binomial
637_fri_c1_500_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868224745723389;train;0.197067983333333;3;90;186;5;50;350;continuous
637_fri_c1_500_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85527191009246;test;0.197067983333333;3;90;186;5;50;350;continuous
confidence;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955291005291005;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92;test;;-Inf;-Inf;;1;1;51;multinomial
529_pollen;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376842300200426;train;7.13433301833333;10;284;588;4;4;2694;continuous
529_pollen;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.473169764495931;test;7.13433301833333;10;284;588;4;4;2694;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842705863899773;train;1.227577475;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85809251265283;test;1.227577475;3;160;326;5;5;700;continuous
201_pol;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.500104897463086;train;0.341201048333333;3;85;176;26;26;10500;continuous
201_pol;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125164726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503881977959138;test;0.341201048333333;3;85;176;26;26;10500;continuous
218_house_8L;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458503950917628;train;0.410706756666667;8;40;376;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.443961890248833;test;0.410706756666667;8;40;376;8;8;15949;continuous
Hill_Valley_without_noise;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.626666481656214;train;3.89119991833333;18;460;956;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.536589454434624;test;3.89119991833333;18;460;956;1;1;849;binomial
599_fri_c2_1000_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814070282375457;train;0.972574778333333;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125122917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801846204117466;test;0.972574778333333;3;160;326;5;5;700;continuous
credit_a;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913586144599243;train;2.39104654;10;14;270;3;14;483;binomial
credit_a;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889124693454065;test;2.39104654;10;14;270;3;14;483;binomial
breast_cancer;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725864469714551;train;0.66709598;11;36;486;2;9;201;binomial
breast_cancer;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.663744740532959;test;0.66709598;11;36;486;2;9;201;binomial
591_fri_c1_100_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.996148612329089;train;0.139549506666667;3;50;176;0;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.920010251808308;test;0.139549506666667;3;50;176;0;10;70;continuous
197_cpu_act;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.30859730192088;train;1.995467255;9;232;482;3;17;5735;continuous
197_cpu_act;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.313155348308885;test;1.995467255;9;232;482;3;17;5735;continuous
207_autoPrice;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.351800459979491;train;0.718528983333333;12;50;554;4;10;112;continuous
207_autoPrice;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.429626353011092;test;0.718528983333333;12;50;554;4;10;112;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817441448071518;train;1.57148766333333;10;248;516;15;50;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814399052865994;test;1.57148766333333;10;248;516;15;50;700;continuous
flags;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852395505633083;train;2.650706555;20;414;868;27;39;125;multinomial
flags;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697692901234568;test;2.650706555;20;414;868;27;39;125;multinomial
mfeat_fourier;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124190154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98633942082785;train;0.860982373333333;5;63;222;29;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124190154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960400981642694;test;0.860982373333333;5;63;222;29;76;1400;multinomial
coil2000;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.756070249112842;train;22.7244276;20;467;974;57;59;6876;binomial
coil2000;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.678349928876245;test;22.7244276;20;467;974;57;59;6876;binomial
biomed;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95085381091212;train;0.448954358333333;9;32;410;6;8;147;binomial
biomed;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974358974358974;test;0.448954358333333;9;32;410;6;8;147;binomial
529_pollen;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.432476012563717;train;1.37670070333333;5;200;410;4;4;2694;continuous
529_pollen;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439078826835331;test;1.37670070333333;5;200;410;4;4;2694;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.245146123124686;train;0.166095533333333;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508585394742816;test;0.166095533333333;3;6;48;0;3;333;continuous
mfeat_karhunen;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.74850168835;3;58;138;54;64;1400;multinomial
mfeat_karhunen;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982708527546343;test;0.74850168835;3;58;138;54;64;1400;multinomial
waveform_40;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965883664099364;train;2.00019413166667;3;160;326;40;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969415624364391;test;2.00019413166667;3;160;326;40;40;3500;multinomial
tokyo1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126110422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988271189698251;train;1.02603141668333;3;160;326;22;22;672;binomial
tokyo1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126110422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98155737704918;test;1.02603141668333;3;160;326;22;22;672;binomial
prnn_crabs;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993668300653595;train;0.149850265;5;12;120;3;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124201037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.149850265;5;12;120;3;3;140;binomial
1089_USCrime;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418731378573754;train;0.222335436666667;5;35;250;2;7;33;continuous
1089_USCrime;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.404954406593224;test;0.222335436666667;5;35;250;2;7;33;continuous
mfeat_fourier;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126102018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963829311613361;train;2.59307563666667;3;160;326;18;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126102018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951147648572935;test;2.59307563666667;3;160;326;18;76;1400;multinomial
593_fri_c1_1000_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205363455617942;train;4.31756186833333;14;348;724;4;10;700;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317792559979562;test;4.31756186833333;14;348;724;4;10;700;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240391796179452;train;2.12723778666667;6;220;452;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125103545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.193366702024789;test;2.12723778666667;6;220;452;3;3;333;continuous
segmentation;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996563638973821;train;3.69659179166667;6;220;452;13;14;1617;multinomial
segmentation;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998211877183569;test;3.69659179166667;6;220;452;13;14;1617;multinomial
hepatitis;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812556458897922;train;2.06251403166667;20;19;668;8;19;109;binomial
hepatitis;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.663414634146342;test;2.06251403166667;20;19;668;8;19;109;binomial
analcatdata_asbestos;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877304147465438;train;0.13191990665;5;12;134;3;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874074074074074;test;0.13191990665;5;12;134;3;3;59;binomial
657_fri_c2_250_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77307357672737;train;0.14853027;3;50;166;10;10;175;continuous
657_fri_c2_250_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844780712161706;test;0.14853027;3;50;166;10;10;175;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794223842313921;train;1.67605551835;6;220;452;14;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880172248375809;test;1.67605551835;6;220;452;14;25;700;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.877627309428968;train;0.825084738316667;3;49;150;7;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.766646372036311;test;0.825084738316667;3;49;150;7;25;175;continuous
analcatdata_germangss;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818784503398451;train;0.836789816666667;9;5;94;3;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.710655730701867;test;0.836789816666667;9;5;94;3;5;280;multinomial
colic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937632067618621;train;0.638820665;3;160;326;10;22;258;binomial
colic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89346334416757;test;0.638820665;3;160;326;10;22;258;binomial
522_pm10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125200504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824797646809404;train;0.687033623333333;3;160;326;7;7;350;continuous
522_pm10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125200504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853259335600285;test;0.687033623333333;3;160;326;7;7;350;continuous
banana;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986078552515446;train;1.87700137833333;3;160;326;2;2;3710;binomial
banana;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964928642485461;test;1.87700137833333;3;160;326;2;2;3710;binomial
allbp;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969726785877989;train;30.2683798716667;8;25;334;23;25;2641;multinomial
allbp;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960680922356602;test;30.2683798716667;8;25;334;23;25;2641;multinomial
574_house_16H;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481458431950034;train;11.59412391;13;30;560;14;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480137954769554;test;11.59412391;13;30;560;14;15;15949;continuous
texture;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997768925828907;train;4.70228595165;6;220;452;12;12;3850;multinomial
texture;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996845654732376;test;4.70228595165;6;220;452;12;12;3850;multinomial
cleveland;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690950520833333;train;4.54148291333333;9;13;214;4;13;213;multinomial
cleveland;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722549407114625;test;4.54148291333333;9;13;214;4;13;213;multinomial
glass;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124201654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949645745090489;train;1.89630372333333;9;280;578;9;9;144;multinomial
glass;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124201654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878270728581288;test;1.89630372333333;9;280;578;9;9;144;multinomial
tae;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724175035868006;train;1.10549049166667;6;220;452;5;5;106;multinomial
tae;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.662307283359915;test;1.10549049166667;6;220;452;5;5;106;multinomial
1191_BNG_pbc;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77995821019504;train;2.18440786666667;3;79;176;17;18;700000;continuous
1191_BNG_pbc;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780942874452167;test;2.18440786666667;3;79;176;17;18;700000;continuous
637_fri_c1_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.870942851472666;train;0.763913046666667;3;72;150;4;50;350;continuous
637_fri_c1_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856016696205183;test;0.763913046666667;3;72;150;4;50;350;continuous
analcatdata_boxing1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911803713527851;train;1.41079181833333;10;268;556;1;3;84;binomial
analcatdata_boxing1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8328125;test;1.41079181833333;10;268;556;1;3;84;binomial
hypothyroid;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943311904703706;train;7.81009491666667;15;20;482;20;20;2215;binomial
hypothyroid;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904620929334535;test;7.81009491666667;15;20;482;20;20;2215;binomial
waveform_21;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985174130947972;train;2.492327845;3;160;326;21;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966361348169803;test;2.492327845;3;160;326;21;21;3500;multinomial
609_fri_c0_1000_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298123661897291;train;1.28685573;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401649967562958;test;1.28685573;3;160;326;5;5;700;continuous
analcatdata_japansolvent;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973214285714286;train;0.53538265835;3;160;326;2;4;37;binomial
analcatdata_japansolvent;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740740740740741;test;0.53538265835;3;160;326;2;4;37;binomial
australian;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941616714597554;train;2.00445190833333;20;306;652;11;13;483;binomial
australian;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93656220322887;test;2.00445190833333;20;306;652;11;13;483;binomial
australian;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930601396657749;train;3.11271079166667;13;13;334;11;13;483;binomial
australian;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933597434446331;test;3.11271079166667;13;13;334;11;13;483;binomial
australian;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981679428987215;train;1.65511822833333;6;220;452;10;13;483;binomial
australian;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944681861348528;test;1.65511822833333;6;220;452;10;13;483;binomial
643_fri_c2_500_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197226913546347;train;3.78367798001667;14;348;724;12;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367706097190894;test;3.78367798001667;14;348;724;12;25;350;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.17669555307295;train;0.151635665;5;15;180;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292600686657703;test;0.151635665;5;15;180;3;3;333;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840057116821604;train;0.16157384;3;85;176;12;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837831280220555;test;0.16157384;3;85;176;12;25;700;continuous
allhypo;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985188700210488;train;8.26482882333333;18;412;860;8;25;2639;multinomial
allhypo;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962399641159555;test;8.26482882333333;18;412;860;8;25;2639;multinomial
analcatdata_germangss;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817091177393635;train;1.68745346833333;7;240;494;5;5;280;multinomial
analcatdata_germangss;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760887770029063;test;1.68745346833333;7;240;494;5;5;280;multinomial
cmc;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.770363812863328;train;3.38175630666667;12;340;704;5;9;1032;multinomial
cmc;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.738126061420576;test;3.38175630666667;12;340;704;5;9;1032;multinomial
592_fri_c4_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155629173077508;train;1.323710765;5;200;410;10;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124165805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304178607353632;test;1.323710765;5;200;410;10;25;700;continuous
buggyCrx;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957797149577971;train;1.100408475;3;160;326;14;14;483;binomial
buggyCrx;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902501909854851;test;1.100408475;3;160;326;14;14;483;binomial
647_fri_c1_250_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81775509878179;train;0.516046085;6;20;250;3;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871894435226778;test;0.516046085;6;20;250;3;10;175;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125200644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819274670799771;train;0.856448343333333;3;160;326;5;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125200644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868515832991366;test;0.856448343333333;3;160;326;5;10;350;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784226544694498;train;0.213485056666667;6;25;282;5;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824547915272839;test;0.213485056666667;6;25;282;5;5;175;continuous
agaricus_lepiota;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.388637963333333;3;48;102;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.388637963333333;3;48;102;20;20;5702;binomial
1191_BNG_pbc;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786106767213988;train;560.588840425;0;100;200;10;18;700000;continuous
1191_BNG_pbc;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.78944536305405;test;560.588840425;0;100;200;10;18;700000;continuous
prnn_synth;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937434691745037;train;0.652336365;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934566145092461;test;0.652336365;3;160;326;2;2;175;binomial
clean1;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.496447115;3;112;230;88;88;334;binomial
clean1;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.496447115;3;112;230;88;88;334;binomial
230_machine_cpu;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.246407286487597;train;1.09715379;5;200;410;6;6;147;continuous
230_machine_cpu;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.279513400775751;test;1.09715379;5;200;410;6;6;147;continuous
wine_quality_white;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722041416389964;train;7.81905217333333;14;310;648;9;11;3429;multinomial
wine_quality_white;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680465670550256;test;7.81905217333333;14;310;648;9;11;3429;multinomial
crx;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934782608695652;train;3.41907627166667;11;14;314;12;14;483;binomial
crx;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917757009345794;test;3.41907627166667;11;14;314;12;14;483;binomial
227_cpu_small;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315230802290726;train;2.52652697;6;24;228;3;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.31828008529483;test;2.52652697;6;24;228;3;12;5735;continuous
560_bodyfat;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0267281908986215;train;0.58987616;3;160;326;9;12;177;continuous
560_bodyfat;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0423501863228514;test;0.58987616;3;160;326;9;12;177;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.308261010919684;train;0.89923518;3;160;326;2;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.191354196713497;test;0.89923518;3;160;326;2;3;333;continuous
607_fri_c4_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822968169596864;train;0.985262173333333;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856606700315954;test;0.985262173333333;3;160;326;5;50;700;continuous
590_fri_c0_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478755187049852;train;1.68251990166667;5;200;410;33;50;700;continuous
590_fri_c0_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516075922774181;test;1.68251990166667;5;200;410;33;50;700;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783963206761127;train;0.749151681666667;6;20;250;9;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830879223647915;test;0.749151681666667;6;20;250;9;10;175;continuous
breast;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996653571948203;train;0.968155554983333;7;9;134;7;9;490;binomial
breast;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992011772125289;test;0.968155554983333;7;9;134;7;9;490;binomial
cleve;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954545454545455;train;0.222644863333333;3;50;166;13;13;213;binomial
cleve;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83399209486166;test;0.222644863333333;3;50;166;13;13;213;binomial
1030_ERA;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.744432533392439;train;0.425231118333333;12;20;412;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793518863651477;test;0.425231118333333;12;20;412;4;4;700;continuous
pendigits;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125190852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996461258228308;train;15.8499495816667;6;220;452;16;16;7695;multinomial
pendigits;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125190852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995394361040705;test;15.8499495816667;6;220;452;16;16;7695;multinomial
horse_colic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909654504359057;train;1.102655055;5;200;410;12;22;258;binomial
horse_colic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868151290208554;test;1.102655055;5;200;410;12;22;258;binomial
649_fri_c0_500_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460482675107423;train;0.591365906666667;6;10;132;5;5;350;continuous
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saheart;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844355041488559;test;0.423048916666667;8;36;368;8;9;324;binomial
658_fri_c3_250_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864108650562068;train;0.181858195;3;90;186;4;25;175;continuous
658_fri_c3_250_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75727663535506;test;0.181858195;3;90;186;4;25;175;continuous
564_fried;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487006045242566;train;3.979334515;5;200;410;7;10;28538;continuous
564_fried;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489056379604565;test;3.979334515;5;200;410;7;10;28538;continuous
titanic;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.835042874948724;train;1.60463667666667;5;200;410;6;8;1545;binomial
titanic;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.821042096083717;test;1.60463667666667;5;200;410;6;8;1545;binomial
649_fri_c0_500_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218581416220306;train;1.661548295;8;255;526;5;5;350;continuous
649_fri_c0_500_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393724742854139;test;1.661548295;8;255;526;5;5;350;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79774370631071;train;1.32528465;7;50;314;15;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854330909234766;test;1.32528465;7;50;314;15;25;700;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3004248111301;train;1.95611078;10;300;620;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.517288637075769;test;1.95611078;10;300;620;5;5;70;continuous
analcatdata_happiness;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.796214896214896;train;1.884315025;10;300;620;1;3;42;multinomial
analcatdata_happiness;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.729365079365079;test;1.884315025;10;300;620;1;3;42;multinomial
schizo;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125141126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.673703012898323;train;2.21935622166667;11;13;288;6;13;238;multinomial
schizo;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125141126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.597784742312225;test;2.21935622166667;11;13;288;6;13;238;multinomial
profb;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.676223948698976;train;1.414380925;7;9;132;4;9;471;binomial
profb;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.634669555796316;test;1.414380925;7;9;132;4;9;471;binomial
582_fri_c1_500_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802556900898941;train;0.76146526;3;160;326;5;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875519434411211;test;0.76146526;3;160;326;5;25;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886073604798709;train;0.633414321666667;3;160;326;23;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881281037492944;test;0.633414321666667;3;160;326;23;50;350;continuous
iris;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992901992901993;train;0.75713172;3;160;326;1;3;105;multinomial
iris;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993966817496229;test;0.75713172;3;160;326;1;3;105;multinomial
228_elusage;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292395628474123;train;0.543250006666667;3;160;326;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.488836792224105;test;0.543250006666667;3;160;326;1;1;39;continuous
706_sleuth_case1202;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48380372577261;train;0.439315166683333;6;12;162;4;6;66;continuous
706_sleuth_case1202;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.655273789973411;test;0.439315166683333;6;12;162;4;6;66;continuous
594_fri_c2_100_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824757884322573;train;0.80991085;3;160;326;4;5;70;continuous
594_fri_c2_100_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.09618725664109;test;0.80991085;3;160;326;4;5;70;continuous
623_fri_c4_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818893883193124;train;0.11862917;3;50;166;8;10;700;continuous
623_fri_c4_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834602474557627;test;0.11862917;3;50;166;8;10;700;continuous
prnn_fglass;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998759259259259;train;0.749280523333333;3;160;326;9;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896489448051948;test;0.749280523333333;3;160;326;9;9;144;multinomial
heart_c;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944276573053679;train;0.952256996666667;5;200;410;9;13;213;binomial
heart_c;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903434544549527;test;0.952256996666667;5;200;410;9;13;213;binomial
627_fri_c2_500_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82806253556313;train;0.763222145;3;160;326;4;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823387722551612;test;0.763222145;3;160;326;4;10;350;continuous
spambase;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805470047943234;train;10.38183293;18;53;766;7;53;3221;binomial
spambase;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788346413315592;test;10.38183293;18;53;766;7;53;3221;binomial
586_fri_c3_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804313029835527;train;0.19079948;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833594771441164;test;0.19079948;3;85;176;5;25;700;continuous
617_fri_c3_500_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820020155901358;train;0.106483981666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864497408828179;test;0.106483981666667;3;25;156;5;5;350;continuous
dis;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124190207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999543322123967;train;9.37178109833333;20;498;1038;8;24;2641;binomial
dis;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124190207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.845130845130845;test;9.37178109833333;20;498;1038;8;24;2641;binomial
623_fri_c4_1000_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125103814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830616117721241;train;0.974809701666667;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125103814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82121357086579;test;0.974809701666667;3;160;326;5;10;700;continuous
dermatology;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999123904881101;train;4.5356822;3;26;130;20;26;257;multinomial
dermatology;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96963108094891;test;4.5356822;3;26;130;20;26;257;multinomial
657_fri_c2_250_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758302932549667;train;0.50625982335;3;20;130;10;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.905615040115391;test;0.50625982335;3;20;130;10;10;175;continuous
labor;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.18342893;3;52;166;2;15;40;binomial
labor;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708333333333333;test;0.18342893;3;52;166;2;15;40;binomial
1089_USCrime;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42682329702939;train;0.202266596666667;6;20;244;2;4;33;continuous
1089_USCrime;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507102248121327;test;0.202266596666667;6;20;244;2;4;33;continuous
irish;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849287974683544;train;0.364124468333333;11;16;340;2;4;350;binomial
irish;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908430232558139;test;0.364124468333333;11;16;340;2;4;350;binomial
pendigits;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997731850276388;train;32.3927061016667;2;16;68;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997489671005685;test;32.3927061016667;2;16;68;16;16;7695;multinomial
coil2000;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722012147024874;train;6.80997275833333;7;192;398;5;59;6876;binomial
coil2000;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718040145408566;test;6.80997275833333;7;192;398;5;59;6876;binomial
cars;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998672804943802;train;0.570472958333333;3;160;326;2;6;275;multinomial
cars;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995378495378495;test;0.570472958333333;3;160;326;2;6;275;multinomial
mfeat_factors;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.71923310166667;5;106;222;58;130;1400;multinomial
mfeat_factors;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988962397948443;test;1.71923310166667;5;106;222;58;130;1400;multinomial
pendigits;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998286264636396;train;47.2672111683333;2;16;66;16;16;7695;multinomial
pendigits;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99656332883525;test;47.2672111683333;2;16;66;16;16;7695;multinomial
buggyCrx;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930494817671568;train;1.98466342666667;10;300;620;5;13;483;binomial
buggyCrx;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849745247893396;test;1.98466342666667;10;300;620;5;13;483;binomial
new_thyroid;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124190138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0487142633333333;3;5;36;5;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124190138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96962962962963;test;0.0487142633333333;3;5;36;5;5;151;multinomial
allhyper;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125203302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971768095464633;train;3.0615028;14;236;500;19;25;2640;multinomial
allhyper;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125203302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863722524702561;test;3.0615028;14;236;500;19;25;2640;multinomial
1196_BNG_pharynx;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659884061534398;train;219.069446476667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.660822918184248;test;219.069446476667;0;100;200;5;10;700000;continuous
573_cpu_act;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.276511091135692;train;2.79469596666667;12;271;566;4;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.283115143784247;test;2.79469596666667;12;271;566;4;17;5735;continuous
penguins;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995468404878517;train;0.730363135;3;160;326;5;7;241;multinomial
penguins;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997222222222222;test;0.730363135;3;160;326;5;7;241;multinomial
mfeat_morphological;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917278556599885;train;1.85717848;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917059270581114;test;1.85717848;3;160;326;2;2;1400;multinomial
594_fri_c2_100_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823541975187661;train;1.4529165;6;220;452;5;5;70;continuous
594_fri_c2_100_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866944458726405;test;1.4529165;6;220;452;5;5;70;continuous
breast_w;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125093743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997290272631754;train;1.09549048333333;3;160;326;5;8;490;binomial
breast_w;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125093743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990875912408759;test;1.09549048333333;3;160;326;5;8;490;binomial
mfeat_karhunen;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995294331335356;train;2.41056357;3;160;326;60;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995952035808967;test;2.41056357;3;160;326;60;64;1400;multinomial
heart_statlog;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947147078881564;train;2.77611102666667;15;400;830;11;13;189;binomial
heart_statlog;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88022113022113;test;2.77611102666667;15;400;830;11;13;189;binomial
texture;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999697263415672;train;27.7648403099833;3;12;78;11;12;3850;multinomial
texture;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999658984415322;test;27.7648403099833;3;12;78;11;12;3850;multinomial
596_fri_c2_250_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125111000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807366807569766;train;0.347126376666667;5;10;112;4;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125111000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88945557198755;test;0.347126376666667;5;10;112;4;5;175;continuous
644_fri_c4_250_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789529108487255;train;1.63546091498333;7;240;494;9;24;175;continuous
644_fri_c4_250_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892183300321342;test;1.63546091498333;7;240;494;9;24;175;continuous
1089_USCrime;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345274852551271;train;0.816962938333333;5;200;410;2;2;33;continuous
1089_USCrime;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492660284612859;test;0.816962938333333;5;200;410;2;2;33;continuous
644_fri_c4_250_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761129134148391;train;1.658358535;5;200;410;17;25;175;continuous
644_fri_c4_250_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.92812160654542;test;1.658358535;5;200;410;17;25;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479909037517077;train;0.184872526666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493804876921345;test;0.184872526666667;3;10;72;5;5;175;continuous
564_fried;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481895147137435;train;2.21591365668333;6;20;246;5;10;28538;continuous
564_fried;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483788919830164;test;2.21591365668333;6;20;246;5;10;28538;continuous
618_fri_c3_1000_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822561924266008;train;1.72349336;8;260;536;20;50;700;continuous
618_fri_c3_1000_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890134537268092;test;1.72349336;8;260;536;20;50;700;continuous
allhyper;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993069749932114;train;2.31808258166667;5;200;410;10;24;2640;multinomial
allhyper;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933817800040478;test;2.31808258166667;5;200;410;10;24;2640;multinomial
663_rabe_266;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.149133185432205;train;0.0998518516666667;3;4;32;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.124026029970751;test;0.0998518516666667;3;4;32;2;2;84;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840237415803257;train;0.339146596666667;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858779192542339;test;0.339146596666667;3;10;72;5;5;700;continuous
credit_a;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9347796071934;train;1.39638341666667;7;240;494;12;14;483;binomial
credit_a;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921407907425265;test;1.39638341666667;7;240;494;12;14;483;binomial
nikuradse_1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499173539628635;train;0.12017995;3;4;32;2;2;254;continuous
nikuradse_1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490908656084984;test;0.12017995;3;4;32;2;2;254;continuous
592_fri_c4_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837100323006602;train;0.173249725;3;85;176;10;25;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844894805727616;test;0.173249725;3;85;176;10;25;700;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402598129845893;train;0.57305093165;3;160;326;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.587495092321049;test;0.57305093165;3;160;326;4;4;70;continuous
1089_USCrime;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.375598217037415;train;0.0923842966666667;3;25;132;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.577484779791537;test;0.0923842966666667;3;25;132;5;5;33;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784975180908294;train;2.27624285166667;14;343;714;16;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859465192333681;test;2.27624285166667;14;343;714;16;25;350;continuous
227_cpu_small;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295667991946964;train;3.27233797666667;9;264;546;3;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.314265428960781;test;3.27233797666667;9;264;546;3;12;5735;continuous
contraceptive;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.822366965586297;train;1.05691683;3;160;326;6;9;1032;multinomial
contraceptive;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.733716341844387;test;1.05691683;3;160;326;6;9;1032;multinomial
new_thyroid;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999395313681028;train;0.627356635016667;3;160;326;5;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989300411522634;test;0.627356635016667;3;160;326;5;5;151;multinomial
641_fri_c1_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125183629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834681609050005;train;0.849020066666667;3;160;326;10;10;350;continuous
641_fri_c1_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125183629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817638458769851;test;0.849020066666667;3;160;326;10;10;350;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814606658246872;train;0.332113188333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819381245519297;test;0.332113188333333;3;10;72;5;5;700;continuous
666_rmftsa_ladata;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505493350009994;train;2.10914338335;18;264;564;10;10;356;continuous
666_rmftsa_ladata;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535056513126733;test;2.10914338335;18;264;564;10;10;356;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.209533395574035;train;0.162362711666667;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.22257816439193;test;0.162362711666667;3;6;48;3;3;333;continuous
227_cpu_small;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31468064006081;train;0.331567053333333;7;60;344;3;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.308526851668305;test;0.331567053333333;7;60;344;3;12;5735;continuous
credit_g;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124212525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962208165173503;train;4.298164445;15;400;830;9;20;700;binomial
credit_g;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124212525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.792626728110599;test;4.298164445;15;400;830;9;20;700;binomial
653_fri_c0_250_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462040898741947;train;2.54073000333333;11;50;486;25;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502889702506162;test;2.54073000333333;11;50;486;25;25;175;continuous
cleve;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925743477467615;train;0.625867405;3;160;326;13;13;213;binomial
cleve;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886877828054299;test;0.625867405;3;160;326;13;13;213;binomial
clean2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974209431120517;train;0.505980851666667;3;80;166;106;109;4619;binomial
clean2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969360411818631;test;0.505980851666667;3;80;166;106;109;4619;binomial
mfeat_fourier;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974792648605209;train;1.35973412166667;7;75;306;11;76;1400;multinomial
mfeat_fourier;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967177122425575;test;1.35973412166667;7;75;306;11;76;1400;multinomial
605_fri_c2_250_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415613518435155;train;2.75553782333333;13;360;746;2;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.50942485046396;test;2.75553782333333;13;360;746;2;25;175;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.589390276160703;train;1.49663663333333;9;50;402;23;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.567638543989879;test;1.49663663333333;9;50;402;23;25;70;continuous
analcatdata_asbestos;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92948717948718;train;0.579460848333333;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972027972027972;test;0.579460848333333;3;160;326;3;3;59;binomial
547_no2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.625564955378292;train;1.40411136165;9;248;514;7;7;350;continuous
547_no2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.685593954149716;test;1.40411136165;9;248;514;7;7;350;continuous
542_pollution;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468547282052429;train;0.492373213333333;6;20;192;8;10;42;continuous
542_pollution;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840357914202595;test;0.492373213333333;6;20;192;8;10;42;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809361759066604;train;0.853310945;6;20;250;7;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77579311133528;test;0.853310945;6;20;250;7;10;175;continuous
dis;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791153556169892;train;2.34889679666667;20;100;880;18;25;2641;binomial
dis;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794682752457551;test;2.34889679666667;20;100;880;18;25;2641;binomial
218_house_8L;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452651597537875;train;0.258148555;3;40;166;8;8;15949;continuous
218_house_8L;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431707821122739;test;0.258148555;3;40;166;8;8;15949;continuous
593_fri_c1_1000_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827515443498909;train;0.974518801666667;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851185076550176;test;0.974518801666667;3;160;326;5;10;700;continuous
mnist;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9909139439638;train;36.0496638233333;3;65;136;362;582;49000;multinomial
mnist;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988541998599148;test;36.0496638233333;3;65;136;362;582;49000;multinomial
1196_BNG_pharynx;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656928217331685;train;3.91874924666667;5;50;250;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657916973844613;test;3.91874924666667;5;50;250;10;10;700000;continuous
626_fri_c2_500_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804010986587394;train;0.789626813333333;3;160;326;20;50;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866503348499318;test;0.789626813333333;3;160;326;20;50;350;continuous
564_fried;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481397168621764;train;6.61497731166667;6;20;254;10;10;28538;continuous
564_fried;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483429512499199;test;6.61497731166667;6;20;254;10;10;28538;continuous
waveform_21;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967557244508109;train;0.332160818333333;5;21;180;17;21;3500;multinomial
waveform_21;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964816706455183;test;0.332160818333333;5;21;180;17;21;3500;multinomial
611_fri_c3_100_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.689172185801412;train;0.306468846666667;6;8;108;4;4;70;continuous
611_fri_c3_100_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.26660103167302;test;0.306468846666667;6;8;108;4;4;70;continuous
197_cpu_act;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321724260017357;train;3.39149363;6;34;266;4;18;5735;continuous
197_cpu_act;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342760553074317;test;3.39149363;6;34;266;4;18;5735;continuous
new_thyroid;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.792362328333333;3;160;326;5;5;151;multinomial
new_thyroid;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99052540913006;test;0.792362328333333;3;160;326;5;5;151;multinomial
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.887558107770047;train;46.2529113083333;1;120;242;8;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.893492146482379;test;46.2529113083333;1;120;242;8;9;81648;continuous
dis;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983844995974376;train;7.21397594666667;20;388;816;2;25;2641;binomial
dis;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91523852155007;test;7.21397594666667;20;388;816;2;25;2641;binomial
586_fri_c3_1000_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79643618353941;train;1.17095072833333;5;200;410;13;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874474863292089;test;1.17095072833333;5;200;410;13;25;700;continuous
prnn_fglass;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924174690855363;train;0.718436021666667;3;160;326;8;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85884126984127;test;0.718436021666667;3;160;326;8;9;144;multinomial
analcatdata_happiness;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802331349206349;train;0.627613136666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.545138888888889;test;0.627613136666667;3;160;326;1;3;42;multinomial
626_fri_c2_500_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809524194440579;train;4.24669552335;12;97;528;8;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834391202503372;test;4.24669552335;12;97;528;8;50;350;continuous
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454463663259015;train;1.615707515;20;296;692;25;70;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.444784093411254;test;1.615707515;20;296;692;25;70;742;continuous
556_analcatdata_apnea2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26804427141548;train;4.812433965;20;500;1040;2;3;333;continuous
556_analcatdata_apnea2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.509701922874713;test;4.812433965;20;500;1040;2;3;333;continuous
505_tecator;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0971190429125786;train;0.49182215;7;90;354;3;18;168;continuous
505_tecator;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.100724201184174;test;0.49182215;7;90;354;3;18;168;continuous
biomed;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959919028340081;train;0.57946303;3;160;326;5;8;147;binomial
biomed;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948717948717949;test;0.57946303;3;160;326;5;8;147;binomial
1030_ERA;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.723836283240976;train;0.105113223333333;3;20;126;4;4;700;continuous
1030_ERA;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79472362231397;test;0.105113223333333;3;20;126;4;4;700;continuous
banana;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545368409417486;train;0.101270601666667;5;8;96;2;2;3710;binomial
banana;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.538561680090414;test;0.101270601666667;5;8;96;2;2;3710;binomial
glass2;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.754792826221398;train;0.525226973333333;7;9;132;3;9;115;binomial
glass2;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7336860670194;test;0.525226973333333;7;9;132;3;9;115;binomial
credit_a;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902462807635222;train;1.145840535;15;52;670;2;13;483;binomial
credit_a;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895081967213115;test;1.145840535;15;52;670;2;13;483;binomial
503_wind;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124200522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468615751547361;train;5.01573672166667;13;28;512;13;14;4602;continuous
503_wind;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124200522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481344829491232;test;5.01573672166667;13;28;512;13;14;4602;continuous
597_fri_c2_500_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821824534078512;train;0.178060589983333;6;25;282;5;5;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841529581056319;test;0.178060589983333;6;25;282;5;5;350;continuous
cloud;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.78819171333333;10;300;620;2;5;76;multinomial
cloud;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875140291806959;test;1.78819171333333;10;300;620;2;5;76;multinomial
225_puma8NH;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.741212320284173;train;1.25202393666667;7;16;240;3;8;5735;continuous
225_puma8NH;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770178002561964;test;1.25202393666667;7;16;240;3;8;5735;continuous
mfeat_fourier;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997862994282375;train;3.90414996166667;5;200;410;60;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98002881363816;test;3.90414996166667;5;200;410;60;76;1400;multinomial
prnn_fglass;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934686420022554;train;1.29710345666667;5;9;100;6;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912396825396825;test;1.29710345666667;5;9;100;6;9;144;multinomial
574_house_16H;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486139578485788;train;7.87930109666667;9;30;392;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466351811323685;test;7.87930109666667;9;30;392;15;15;15949;continuous
profb;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.695934558309697;train;0.685034993333333;3;160;326;9;9;471;binomial
profb;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.615926327193933;test;0.685034993333333;3;160;326;9;9;471;binomial
labor;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985754985754986;train;0.791156795;3;160;326;15;15;40;binomial
labor;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985714285714286;test;0.791156795;3;160;326;15;15;40;binomial
spectf;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898395255538113;train;0.66241208165;3;160;326;43;44;245;binomial
spectf;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845486111111111;test;0.66241208165;3;160;326;43;44;245;binomial
spectf;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964618249534451;train;0.702608555;3;160;326;38;44;245;binomial
spectf;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831264367816092;test;0.702608555;3;160;326;38;44;245;binomial
586_fri_c3_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818634225896137;train;1.926448425;20;283;606;4;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820330898159019;test;1.926448425;20;283;606;4;25;700;continuous
615_fri_c4_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267555201219151;train;1.46334888833333;8;244;504;3;10;175;continuous
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607_fri_c4_1000_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819098470347232;train;1.26927736833333;3;72;150;6;50;700;continuous
607_fri_c4_1000_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871653814450311;test;1.26927736833333;3;72;150;6;50;700;continuous
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527_analcatdata_election2000;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.293747351671375;train;0.103021486683333;5;10;120;2;2;47;continuous
527_analcatdata_election2000;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;11.2557060408552;test;0.103021486683333;5;10;120;2;2;47;continuous
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crx;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919585792616911;train;0.582893886666667;3;160;326;11;14;483;binomial
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618_fri_c3_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82592881022123;train;0.444753585016667;6;150;312;6;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846720486239692;test;0.444753585016667;6;150;312;6;50;700;continuous
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584_fri_c4_500_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820738049987092;train;0.676422593333333;3;50;150;5;25;350;continuous
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604_fri_c4_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832733882224103;test;0.41399295;9;50;418;7;10;350;continuous
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1201_BNG_breastTumor;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916063264644796;test;10.412739775;3;160;326;9;9;81648;continuous
584_fri_c4_500_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124163859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298702729801941;train;0.73808417;3;160;326;5;25;350;continuous
584_fri_c4_500_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124163859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460877981129191;test;0.73808417;3;160;326;5;25;350;continuous
lupus;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126104757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863738738738739;train;0.930775696666667;3;160;326;2;2;61;binomial
lupus;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126104757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.757575757575758;test;0.930775696666667;3;160;326;2;2;61;binomial
new_thyroid;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126093933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.783625155;3;160;326;5;5;151;multinomial
new_thyroid;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126093933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997438928289992;test;0.783625155;3;160;326;5;5;151;multinomial
yeast;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871847848797611;train;2.68652234333333;7;224;462;7;8;1036;multinomial
yeast;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869683851230888;test;2.68652234333333;7;224;462;7;8;1036;multinomial
auto;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938876373175154;train;0.48390644;10;20;390;13;20;142;multinomial
auto;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845169190783226;test;0.48390644;10;20;390;13;20;142;multinomial
lupus;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880718954248366;train;0.265787766666667;3;112;230;2;2;61;binomial
lupus;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819444444444445;test;0.265787766666667;3;112;230;2;2;61;binomial
analcatdata_boxing2;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883520074696545;train;0.637496191666667;3;160;326;1;3;93;binomial
analcatdata_boxing2;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.771052631578947;test;0.637496191666667;3;160;326;1;3;93;binomial
641_fri_c1_500_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855185807589825;train;0.787287648333333;3;160;326;7;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831090058290765;test;0.787287648333333;3;160;326;7;10;350;continuous
letter;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97799738093901;train;3.80054989;5;16;154;15;16;14000;multinomial
letter;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977584150135883;test;3.80054989;5;16;154;15;16;14000;multinomial
optdigits;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999240432824284;train;6.08734747666667;5;200;410;48;62;3934;multinomial
optdigits;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998421784082209;test;6.08734747666667;5;200;410;48;62;3934;multinomial
557_analcatdata_apnea1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.234874820884994;train;0.145358341666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.189477412612775;test;0.145358341666667;3;6;48;3;3;333;continuous
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breast;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975539568345324;test;0.763386721666667;3;10;68;8;10;490;binomial
192_vineyard;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5771111252139;train;0.735154971666667;3;160;326;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510298528393291;test;0.735154971666667;3;160;326;1;1;37;continuous
574_house_16H;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513033314546163;train;4.95608592;14;300;628;14;15;15949;continuous
574_house_16H;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510594697599758;test;4.95608592;14;300;628;14;15;15949;continuous
fars;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832859472866235;train;20.561021525;12;21;382;3;21;70678;multinomial
fars;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863025037689252;test;20.561021525;12;21;382;3;21;70678;multinomial
650_fri_c0_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454898773621405;train;0.244507863333333;3;90;186;23;50;350;continuous
650_fri_c0_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4718696117209;test;0.244507863333333;3;90;186;23;50;350;continuous
breast;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990748106060606;train;0.834746398333333;3;160;326;2;9;490;binomial
breast;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987750771604938;test;0.834746398333333;3;160;326;2;9;490;binomial
credit_g;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709758517712836;train;1.34114304666667;6;20;164;1;20;700;binomial
credit_g;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.705652101493532;test;1.34114304666667;6;20;164;1;20;700;binomial
cmc;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124211604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.720522947021841;train;4.963967255;14;9;252;3;9;1032;multinomial
cmc;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124211604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.713322556830216;test;4.963967255;14;9;252;3;9;1032;multinomial
584_fri_c4_500_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796826134447516;train;0.851173555;13;120;606;3;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825795800445908;test;0.851173555;13;120;606;3;24;350;continuous
561_cpu;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.222170755362979;train;0.565547981666667;3;160;326;2;7;147;continuous
561_cpu;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.193780509992277;test;0.565547981666667;3;160;326;2;7;147;continuous
sonar;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125132609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890202702702703;train;1.57209425166667;16;211;720;10;59;146;binomial
sonar;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125132609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.771891891891892;test;1.57209425166667;16;211;720;10;59;146;binomial
mfeat_morphological;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125193910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917922332843144;train;4.59577009668333;20;291;622;2;2;1400;multinomial
mfeat_morphological;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125193910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917727971763489;test;4.59577009668333;20;291;622;2;2;1400;multinomial
1089_USCrime;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316004213862483;train;1.59270733666667;10;300;620;3;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29789350548442;test;1.59270733666667;10;300;620;3;4;33;continuous
heart_statlog;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947617972454279;train;0.343028225;5;52;258;11;13;189;binomial
heart_statlog;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846057571964956;test;0.343028225;5;52;258;11;13;189;binomial
547_no2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.652098836814385;train;0.298230343333333;6;35;290;7;7;350;continuous
547_no2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.689960762209676;test;0.298230343333333;6;35;290;7;7;350;continuous
tae;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.730567002442002;train;0.21107598;13;5;138;5;5;106;multinomial
tae;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640196078431373;test;0.21107598;13;5;138;5;5;106;multinomial
618_fri_c3_1000_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.189442098984564;train;1.82803771833333;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264619741115112;test;1.82803771833333;3;160;326;5;50;700;continuous
665_sleuth_case2002;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791263151932849;train;0.678601708333333;3;160;326;5;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.78169642340255;test;0.678601708333333;3;160;326;5;6;103;continuous
nikuradse_1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125143930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.191788299672416;train;0.597400558333333;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125143930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.23878553043787;test;0.597400558333333;3;160;326;2;2;254;continuous
mfeat_factors;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125203710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;4.20935876333333;3;160;326;136;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125203710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999575513880812;test;4.20935876333333;3;160;326;136;136;1400;multinomial
allhyper;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125195828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994530452267622;train;1.33956015333333;15;24;554;22;24;2640;multinomial
allhyper;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125195828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860690523173447;test;1.33956015333333;15;24;554;22;24;2640;multinomial
615_fri_c4_250_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211946401918293;train;2.62872098833333;15;400;830;3;10;175;continuous
615_fri_c4_250_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449039212990603;test;2.62872098833333;15;400;830;3;10;175;continuous
ionosphere;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124213031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974872953133823;train;3.462141285;9;32;346;32;32;246;binomial
ionosphere;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124213031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886081193040597;test;3.462141285;9;32;346;32;32;246;binomial
690_visualizing_galaxy;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.311947205118145;train;0.550885155;6;8;108;3;4;227;continuous
690_visualizing_galaxy;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314353440560273;test;0.550885155;6;8;108;3;4;227;continuous
ann_thyroid;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99041533726434;train;28.7595224516667;5;21;186;3;21;5040;multinomial
ann_thyroid;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98738714532774;test;28.7595224516667;5;21;186;3;21;5040;multinomial
617_fri_c3_500_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17313492560669;train;1.94774727333333;11;320;662;5;5;350;continuous
617_fri_c3_500_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28944784090553;test;1.94774727333333;11;320;662;5;5;350;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.358844853379665;train;0.0465567833333333;3;4;32;2;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.589512730938628;test;0.0465567833333333;3;4;32;2;2;33;continuous
bupa;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.521780887699801;train;0.655286013333333;3;160;326;1;5;242;binomial
bupa;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.578267477203648;test;0.655286013333333;3;160;326;1;5;242;binomial
620_fri_c1_1000_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819987361105491;train;1.618956745;11;272;566;11;25;700;continuous
620_fri_c1_1000_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872636627455963;test;1.618956745;11;272;566;11;25;700;continuous
allhyper;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987414925754622;train;3.23100318666667;8;228;472;19;24;2640;multinomial
allhyper;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990113636363636;test;3.23100318666667;8;228;472;19;24;2640;multinomial
prnn_fglass;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953785995074358;train;2.72986923;14;9;258;9;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823680555555556;test;2.72986923;14;9;258;9;9;144;multinomial
597_fri_c2_500_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242554471558728;train;1.60082596333333;8;260;536;5;5;350;continuous
597_fri_c2_500_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315782639580313;test;1.60082596333333;8;260;536;5;5;350;continuous
irish;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888517095149748;train;0.629844158333333;14;16;450;3;4;350;binomial
irish;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876524390243903;test;0.629844158333333;14;16;450;3;4;350;binomial
654_fri_c0_500_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.532754319096726;train;0.341843368333333;8;50;376;5;10;350;continuous
654_fri_c0_500_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502961056910235;test;0.341843368333333;8;50;376;5;10;350;continuous
movement_libras;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999906015037594;train;4.14466666;12;340;704;17;20;252;multinomial
movement_libras;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9737109473419;test;4.14466666;12;340;704;17;20;252;multinomial
542_pollution;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490524062877753;train;0.697721725016667;12;50;544;6;10;42;continuous
542_pollution;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790655982757204;test;0.697721725016667;12;50;544;6;10;42;continuous
616_fri_c4_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230268501023595;train;3.521513915;11;320;662;5;49;350;continuous
616_fri_c4_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432468513723669;test;3.521513915;11;320;662;5;49;350;continuous
breast_cancer_wisconsin;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997954129428233;train;0.868834771666667;3;160;326;2;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978847287735849;test;0.868834771666667;3;160;326;2;22;399;binomial
648_fri_c1_250_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.727099093356676;train;1.066298965;5;200;410;45;50;175;continuous
648_fri_c1_250_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856770966313586;test;1.066298965;5;200;410;45;50;175;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31901761003054;train;4.69198244166667;20;500;1040;1;3;333;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.37937176524488;test;4.69198244166667;20;500;1040;1;3;333;continuous
optdigits;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999724804557573;train;5.92264391166667;3;160;326;57;60;3934;multinomial
optdigits;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998969521518465;test;5.92264391166667;3;160;326;57;60;3934;multinomial
schizo;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.659451112985973;train;3.47253801498333;11;13;284;2;13;238;multinomial
schizo;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.623650793650794;test;3.47253801498333;11;13;284;2;13;238;multinomial
mfeat_morphological;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917131086181409;train;1.45700797166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920673920663606;test;1.45700797166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917857791005135;train;0.668380221666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911745143867269;test;0.668380221666667;3;2;16;2;2;1400;multinomial
658_fri_c3_250_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789460007425106;train;1.28267769833333;5;200;410;16;25;175;continuous
658_fri_c3_250_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.899765212888933;test;1.28267769833333;5;200;410;16;25;175;continuous
analcatdata_bankruptcy;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97203947368421;train;3.76478320498333;20;492;1024;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87037037037037;test;3.76478320498333;20;492;1024;2;3;35;binomial
nikuradse_1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.201648559750165;train;0.912409821666667;5;184;378;2;2;254;continuous
nikuradse_1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.192971259680799;test;0.912409821666667;5;184;378;2;2;254;continuous
218_house_8L;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346100220919863;train;30.3961311983333;16;416;864;6;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382022552726548;test;30.3961311983333;16;416;864;6;8;15949;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810386621925651;train;0.224533711666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796187433991751;test;0.224533711666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209318509363023;train;2.71983054666667;19;416;870;4;5;175;continuous
601_fri_c1_250_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338447173687493;test;2.71983054666667;19;416;870;4;5;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809251519793295;train;1.18705274;6;20;246;6;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842665148130745;test;1.18705274;6;20;246;6;10;175;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.530344742812263;train;1.36843661665;5;200;410;4;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520045796909685;test;1.36843661665;5;200;410;4;5;350;continuous
wine_quality_red;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900584600947129;train;1.19087171668333;3;160;326;5;11;1120;multinomial
wine_quality_red;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.816613095598728;test;1.19087171668333;3;160;326;5;11;1120;multinomial
643_fri_c2_500_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836915382005366;train;0.179578006666667;3;90;186;22;25;350;continuous
643_fri_c2_500_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.889626326005912;test;0.179578006666667;3;90;186;22;25;350;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83506193912589;train;0.69015042835;5;96;234;5;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846889871814143;test;0.69015042835;5;96;234;5;50;700;continuous
687_sleuth_ex1605;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.639193247153968;train;0.283701586666667;9;20;308;2;4;44;continuous
687_sleuth_ex1605;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.572648511521784;test;0.283701586666667;9;20;308;2;4;44;continuous
529_pollen;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437759088895066;train;1.79505215;5;200;410;3;4;2694;continuous
529_pollen;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491322520401071;test;1.79505215;5;200;410;3;4;2694;continuous
634_fri_c2_100_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124213449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26901973338534;train;2.28319786668333;20;402;844;4;10;70;continuous
634_fri_c2_100_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124213449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.484357174258839;test;2.28319786668333;20;402;844;4;10;70;continuous
analcatdata_cyyoung9302;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995562130177515;train;0.567628641683333;3;160;326;5;6;65;binomial
analcatdata_cyyoung9302;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.674603174603175;test;0.567628641683333;3;160;326;5;6;65;binomial
collins;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;3.875765015;9;280;578;1;20;340;multinomial
collins;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;3.875765015;9;280;578;1;20;340;multinomial
225_puma8NH;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125144208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.472179875950057;train;10.4903717066667;6;204;420;3;8;5735;continuous
225_puma8NH;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125144208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522645643565973;test;10.4903717066667;6;204;420;3;8;5735;continuous
210_cloud;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278657187593695;train;1.348788095;6;220;452;4;5;76;continuous
210_cloud;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.30372408941361;test;1.348788095;6;220;452;4;5;76;continuous
clean1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954605071407753;train;7.20658368;6;88;264;55;92;334;binomial
clean1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85063752276867;test;7.20658368;6;88;264;55;92;334;binomial
analcatdata_germangss;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.755648087122567;train;1.23484568833333;6;220;452;3;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.721738699551666;test;1.23484568833333;6;220;452;3;5;280;multinomial
vehicle;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889379077446606;train;3.83757214166667;15;368;766;13;13;593;multinomial
vehicle;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891950061429623;test;3.83757214166667;15;368;766;13;13;593;multinomial
607_fri_c4_1000_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836486047862638;train;1.13275217666667;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845975213060722;test;1.13275217666667;3;160;326;5;50;700;continuous
yeast;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888151949605317;train;4.01490178333333;9;280;578;7;8;1036;multinomial
yeast;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874713993904237;test;4.01490178333333;9;280;578;7;8;1036;multinomial
wine_quality_white;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125141210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638203659440637;train;4.551327005;3;11;76;1;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125141210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594281285755319;test;4.551327005;3;11;76;1;11;3429;multinomial
prnn_crabs;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998979383547663;train;0.158883461666667;3;3;24;2;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99888765294772;test;0.158883461666667;3;3;24;2;3;140;binomial
mfeat_zernike;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125101012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990637927475381;train;0.41838255;3;32;132;27;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125101012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937199116015547;test;0.41838255;3;32;132;27;32;1400;multinomial
653_fri_c0_250_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.411268448977128;train;0.163344478333333;3;90;186;25;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526656682769188;test;0.163344478333333;3;90;186;25;25;175;continuous
labor;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.179126568333333;3;59;166;7;15;40;binomial
labor;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.179126568333333;3;59;166;7;15;40;binomial
mfeat_fourier;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125093415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969336779176603;train;2.90016343833333;5;200;410;28;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125093415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953286583265037;test;2.90016343833333;5;200;410;28;76;1400;multinomial
shuttle;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126104707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992218129198552;train;30.724531975;17;440;914;8;8;40600;multinomial
shuttle;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126104707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969966505939266;test;30.724531975;17;440;914;8;8;40600;multinomial
581_fri_c3_500_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833884128815891;train;0.334768015;5;123;270;7;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124180132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835469315469774;test;0.334768015;5;123;270;7;25;350;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439198117305866;train;0.755075316666667;6;50;276;25;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486811704895289;test;0.755075316666667;6;50;276;25;25;175;continuous
credit_a;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909928708050774;train;0.530782518333333;3;13;86;5;13;483;binomial
credit_a;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927414799472792;test;0.530782518333333;3;13;86;5;13;483;binomial
Hill_Valley_with_noise;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.540109579003464;train;0.03141783;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527504105090312;test;0.03141783;3;4;32;1;1;849;binomial
spambase;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867143485526161;train;3.55972861998333;5;47;220;4;55;3221;binomial
spambase;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124154809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86039108887798;test;3.55972861998333;5;47;220;4;55;3221;binomial
glass2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830611010284332;train;0.61177843;10;36;460;3;9;115;binomial
glass2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.642468239564428;test;0.61177843;10;36;460;3;9;115;binomial
547_no2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392820306128542;train;2.22774166835;9;280;578;7;7;350;continuous
547_no2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.65163033065586;test;2.22774166835;9;280;578;7;7;350;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144407554138333;train;4.82286236833333;16;420;872;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292784896604015;test;4.82286236833333;16;420;872;5;5;700;continuous
522_pm10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850965931244369;train;0.18407893;3;35;166;3;7;350;continuous
522_pm10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860400758403675;test;0.18407893;3;35;166;3;7;350;continuous
562_cpu_small;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316162612164306;train;0.275427156666667;5;60;260;3;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313994646092672;test;0.275427156666667;5;60;260;3;12;5735;continuous
heart_h;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914779019430182;train;2.097105525;12;12;288;4;12;206;binomial
heart_h;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881063705435418;test;2.097105525;12;12;288;4;12;206;binomial
biomed;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977328431372549;train;0.266912695;5;8;88;6;8;147;binomial
biomed;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860745614035088;test;0.266912695;5;8;88;6;8;147;binomial
bupa;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.782941498086386;train;1.49554176833333;8;260;536;3;5;242;binomial
bupa;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.64630467571644;test;1.49554176833333;8;260;536;3;5;242;binomial
credit_a;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926392870712583;train;2.94656739666667;20;412;864;10;13;483;binomial
credit_a;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914856813376898;test;2.94656739666667;20;412;864;10;13;483;binomial
201_pol;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486388952594184;train;30.2116047966667;6;50;272;25;25;10500;continuous
201_pol;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466880518720921;test;30.2116047966667;6;50;272;25;25;10500;continuous
waveform_21;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125101417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968496509465357;train;0.175785971666667;3;21;114;21;21;3500;multinomial
waveform_21;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125101417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967280212467452;test;0.175785971666667;3;21;114;21;21;3500;multinomial
706_sleuth_case1202;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.554244259743298;train;0.135293801666667;3;30;176;4;6;66;continuous
706_sleuth_case1202;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486982212627939;test;0.135293801666667;3;30;176;4;6;66;continuous
621_fri_c0_100_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083719_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513860532031309;train;0.659165565;6;20;246;6;10;70;continuous
621_fri_c0_100_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083719_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520836964120517;test;0.659165565;6;20;246;6;10;70;continuous
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641_fri_c1_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837299099681685;test;0.904351936666667;3;160;326;10;10;350;continuous
labor;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962962962962963;train;0.626441118333333;3;160;326;15;15;40;binomial
labor;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914285714285714;test;0.626441118333333;3;160;326;15;15;40;binomial
profb;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.671435031035475;train;0.880497376666667;6;9;112;6;9;471;binomial
profb;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.645287107258938;test;0.880497376666667;6;9;112;6;9;471;binomial
pima;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818410709899288;train;1.19019406166667;3;160;326;5;8;538;binomial
pima;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796151337247228;test;1.19019406166667;3;160;326;5;8;538;binomial
analcatdata_boxing1;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.651466836734694;train;1.38222461666667;7;240;494;2;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125201117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642857142857143;test;1.38222461666667;7;240;494;2;3;84;binomial
appendicitis;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881666666666667;train;0.39324607;13;16;380;1;4;75;binomial
appendicitis;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656666666666667;test;0.39324607;13;16;380;1;4;75;binomial
breast_cancer;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763652482269504;train;0.563038541666667;9;36;410;3;9;201;binomial
breast_cancer;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666333333333333;test;0.563038541666667;9;36;410;3;9;201;binomial
glass;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126115135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872763973063973;train;1.24455788666667;7;9;126;3;9;144;multinomial
glass;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126115135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864262820512821;test;1.24455788666667;7;9;126;3;9;144;multinomial
collins;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.26501709666667;3;144;294;1;20;340;multinomial
collins;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.26501709666667;3;144;294;1;20;340;multinomial
594_fri_c2_100_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851464546419748;train;0.120849925;3;8;60;2;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.948695462517903;test;0.120849925;3;8;60;2;4;70;continuous
vehicle;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799218889082395;train;0.158212534983333;5;13;134;7;13;593;multinomial
vehicle;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801459702420732;test;0.158212534983333;5;13;134;7;13;593;multinomial
heart_statlog;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953783906997949;train;0.712862273333333;3;160;326;7;13;189;binomial
heart_statlog;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.833537331701346;test;0.712862273333333;3;160;326;7;13;189;binomial
dis;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.765227127319258;train;1.29829629168333;1;25;52;9;25;2641;binomial
dis;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.673292892860071;test;1.29829629168333;1;25;52;9;25;2641;binomial
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125132423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824193802196795;train;1.80680506666667;6;50;272;22;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125132423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868570299122635;test;1.80680506666667;6;50;272;22;25;700;continuous
prnn_synth;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930980392156863;train;0.0616131766666667;3;2;16;2;2;175;binomial
prnn_synth;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125112615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95;test;0.0616131766666667;3;2;16;2;2;175;binomial
german;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910912104207251;train;1.06123008831667;3;160;326;20;20;700;binomial
german;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.732147611693913;test;1.06123008831667;3;160;326;20;20;700;binomial
590_fri_c0_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125125856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490736005903159;train;0.933731436666667;3;160;326;13;50;700;continuous
590_fri_c0_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125125856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488726793555179;test;0.933731436666667;3;160;326;13;50;700;continuous
ionosphere;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999223602484472;train;1.19355146831667;6;220;452;32;32;246;binomial
ionosphere;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973902236951118;test;1.19355146831667;6;220;452;32;32;246;binomial
auto;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.115500353333333;3;19;96;0;19;142;multinomial
auto;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.115500353333333;3;19;96;0;19;142;multinomial
analcatdata_happiness;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722771672771673;train;0.079519145;3;3;24;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803968253968254;test;0.079519145;3;3;24;1;3;42;multinomial
594_fri_c2_100_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852417071901262;train;0.253746665;7;20;304;2;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.948541402334073;test;0.253746665;7;20;304;2;4;70;continuous
210_cloud;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232265925757433;train;1.40869114166667;8;260;536;2;5;76;continuous
210_cloud;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273834076724561;test;1.40869114166667;8;260;536;2;5;76;continuous
503_wind;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447112412626265;train;0.63706651;3;66;176;14;14;4602;continuous
503_wind;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460840582508726;test;0.63706651;3;66;176;14;14;4602;continuous
glass;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920238024351781;train;2.407718645;12;340;704;8;9;144;multinomial
glass;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812835538752363;test;2.407718645;12;340;704;8;9;144;multinomial
dermatology;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.390027785;5;25;186;20;25;257;multinomial
dermatology;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973312182698647;test;0.390027785;5;25;186;20;25;257;multinomial
654_fri_c0_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319353420829802;train;0.695757158333333;3;160;326;5;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441795818875698;test;0.695757158333333;3;160;326;5;10;350;continuous
prnn_synth;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938594199111576;train;0.153838301666667;9;8;160;2;2;175;binomial
prnn_synth;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935185185185185;test;0.153838301666667;9;8;160;2;2;175;binomial
biomed;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969804248229904;train;0.216641346666667;3;8;56;5;8;147;binomial
biomed;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89957264957265;test;0.216641346666667;3;8;56;5;8;147;binomial
Hill_Valley_with_noise;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.555005329543436;train;1.07191885333333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.530909644052327;test;1.07191885333333;3;160;326;1;1;849;binomial
glass2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.756715506715507;train;0.53692430665;6;9;116;4;9;115;binomial
glass2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807291666666667;test;0.53692430665;6;9;116;4;9;115;binomial
562_cpu_small;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193621911113645;train;4.40691285833333;3;160;326;10;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221842970169345;test;4.40691285833333;3;160;326;10;12;5735;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126090601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509549953505123;train;0.289761018333333;3;10;72;5;5;175;continuous
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phoneme;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124184728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803557190014858;train;0.113291005;3;20;104;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124184728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799165512785009;test;0.113291005;3;20;104;5;5;3783;binomial
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596_fri_c2_250_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870975242883382;test;1.35898075833333;5;200;410;5;5;175;continuous
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613_fri_c3_250_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793475994997493;train;0.269836258333333;5;8;92;4;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846875260556345;test;0.269836258333333;5;8;92;4;4;175;continuous
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1595_poker;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814233365702212;test;32.6278747;1;18;50;5;10;717507;continuous
horse_colic;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887411989208396;train;3.45484996668333;14;22;412;2;22;258;binomial
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sonar;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956456456456456;train;1.460382115;6;220;452;59;60;146;binomial
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1199_BNG_echoMonths;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713719853234562;train;1.77898757833333;3;160;326;7;9;12248;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.712858627398013;test;1.77898757833333;3;160;326;7;9;12248;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799306933520064;train;0.855798951666667;12;125;554;8;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854898059015879;test;0.855798951666667;12;125;554;8;25;700;continuous
623_fri_c4_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830114377113127;train;1.324385905;8;20;330;6;10;700;continuous
623_fri_c4_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803914460289572;test;1.324385905;8;20;330;6;10;700;continuous
analcatdata_lawsuit;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999552772808587;train;1.69650327333333;13;360;746;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993150684931507;test;1.69650327333333;13;360;746;2;4;185;binomial
analcatdata_japansolvent;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929411764705882;train;0.16714914;8;3;54;3;3;37;binomial
analcatdata_japansolvent;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.625;test;0.16714914;8;3;54;3;3;37;binomial
560_bodyfat;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124182243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0260866782314701;train;0.577325575;3;160;326;1;14;177;continuous
560_bodyfat;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124182243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0209956082286378;test;0.577325575;3;160;326;1;14;177;continuous
ionosphere;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959851141487154;train;1.00983469166667;12;128;552;23;32;246;binomial
ionosphere;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869236883942766;test;1.00983469166667;12;128;552;23;32;246;binomial
calendarDOW;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908685518686832;train;2.67908700998333;9;280;578;14;14;280;multinomial
calendarDOW;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832796857705694;test;2.67908700998333;9;280;578;14;14;280;multinomial
573_cpu_act;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126104839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333984717078761;train;0.504696905;8;85;386;1;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126104839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.330238386643127;test;0.504696905;8;85;386;1;17;5735;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831603499702151;train;2.03196379;10;296;612;4;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85342293645466;test;2.03196379;10;296;612;4;50;700;continuous
626_fri_c2_500_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798229377623047;train;0.82737038;11;213;458;19;50;350;continuous
626_fri_c2_500_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870696943791012;test;0.82737038;11;213;458;19;50;350;continuous
heart_c;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916090731880205;train;1.584605305;20;52;880;8;13;213;binomial
heart_c;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908999497234791;test;1.584605305;20;52;880;8;13;213;binomial
wine_recognition;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997314715359828;train;0.765149528333333;3;144;294;10;13;125;multinomial
wine_recognition;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992352092352092;test;0.765149528333333;3;144;294;10;13;125;multinomial
644_fri_c4_250_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277302314813039;train;0.875661776666667;3;160;326;5;24;175;continuous
644_fri_c4_250_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415722435084678;test;0.875661776666667;3;160;326;5;24;175;continuous
texture;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996779455417085;train;2.7608968;3;160;326;12;12;3850;multinomial
texture;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996017886280653;test;2.7608968;3;160;326;12;12;3850;multinomial
529_pollen;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436972852075328;train;0.413745373333333;6;8;108;4;4;2694;continuous
529_pollen;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.435083585617247;test;0.413745373333333;6;8;108;4;4;2694;continuous
665_sleuth_case2002;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.586284926875189;train;1.64228622166667;7;240;494;1;6;103;continuous
665_sleuth_case2002;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.643127655659026;test;1.64228622166667;7;240;494;1;6;103;continuous
hungarian;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84438025210084;train;0.611620683333333;3;160;326;12;12;206;binomial
hungarian;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900373931623932;test;0.611620683333333;3;160;326;12;12;206;binomial
207_autoPrice;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.397482199959101;train;0.909751348333333;6;20;254;4;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450343016574453;test;0.909751348333333;6;20;254;4;10;112;continuous
vowel;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99890370930795;train;1.421477805;3;160;326;10;13;693;multinomial
vowel;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989905455360001;test;1.421477805;3;160;326;10;13;693;multinomial
1595_poker;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816341317634765;train;40.6518074183333;2;20;86;7;10;717507;continuous
1595_poker;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814987400321454;test;40.6518074183333;2;20;86;7;10;717507;continuous
vowel;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999201706093969;train;1.27605806;3;160;326;11;13;693;multinomial
vowel;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991954522210403;test;1.27605806;3;160;326;11;13;693;multinomial
nikuradse_2;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814182411285749;train;2.09968982;20;341;722;1;1;254;continuous
nikuradse_2;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770765597340927;test;2.09968982;20;341;722;1;1;254;continuous
654_fri_c0_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526226615508647;train;1.90841973666667;6;220;452;8;10;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.494340743551479;test;1.90841973666667;6;220;452;8;10;350;continuous
analcatdata_cyyoung8092;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916219119226638;train;0.193747043333333;7;7;108;5;7;68;binomial
analcatdata_cyyoung8092;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925;test;0.193747043333333;7;7;108;5;7;68;binomial
banana;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.491117828773169;train;4.18810363833333;20;468;976;1;2;3710;binomial
banana;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.499889998469544;test;4.18810363833333;20;468;976;1;2;3710;binomial
228_elusage;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.394574460666645;train;0.659117938333333;3;160;326;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436091044733061;test;0.659117938333333;3;160;326;1;1;39;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286613374411011;train;1.25586440833333;6;220;452;5;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.60403755632421;test;1.25586440833333;6;220;452;5;5;70;continuous
618_fri_c3_1000_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280877550587547;train;4.93264992;5;200;410;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341910873481878;test;4.93264992;5;200;410;5;50;700;continuous
agaricus_lepiota;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.320230608333333;3;48;102;10;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.320230608333333;3;48;102;10;20;5702;binomial
cleveland;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.776012662551124;train;0.202483748333333;6;13;152;5;13;213;multinomial
cleveland;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.607292843691149;test;0.202483748333333;6;13;152;5;13;213;multinomial
profb;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.642774554748671;train;1.15871432333333;19;36;828;4;9;471;binomial
profb;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.673368233459568;test;1.15871432333333;19;36;828;4;9;471;binomial
yeast;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899817918849682;train;2.05708030166667;5;184;378;7;8;1036;multinomial
yeast;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862973693147064;test;2.05708030166667;5;184;378;7;8;1036;multinomial
mfeat_morphological;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917310427145061;train;2.46010405833333;5;200;410;2;2;1400;multinomial
mfeat_morphological;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918986118840045;test;2.46010405833333;5;200;410;2;2;1400;multinomial
228_elusage;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.386712899916247;train;0.914012263333333;7;208;430;1;1;39;continuous
228_elusage;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.366943714191049;test;0.914012263333333;7;208;430;1;1;39;continuous
1191_BNG_pbc;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793425073474114;train;48.2222049533167;1;120;242;18;18;700000;continuous
1191_BNG_pbc;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792214525136814;test;48.2222049533167;1;120;242;18;18;700000;continuous
621_fri_c0_100_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458444936993278;train;0.615334888333333;5;20;218;10;10;70;continuous
621_fri_c0_100_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.641979252615046;test;0.615334888333333;5;20;218;10;10;70;continuous
analcatdata_cyyoung8092;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881199538638985;train;0.587606775;3;160;326;1;7;68;binomial
analcatdata_cyyoung8092;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847402597402597;test;0.587606775;3;160;326;1;7;68;binomial
656_fri_c1_100_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798628543885361;train;1.41330312;5;200;410;5;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838933515607487;test;1.41330312;5;200;410;5;5;70;continuous
adult;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904621268502915;train;3.08144291333333;5;47;250;9;12;34190;binomial
adult;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902066851360451;test;3.08144291333333;5;47;250;9;12;34190;binomial
adult;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900319475245216;train;3.85770001833333;9;48;418;12;12;34190;binomial
adult;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89383932347157;test;3.85770001833333;9;48;418;12;12;34190;binomial
segmentation;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999819198772182;train;1.639813165;3;160;326;13;14;1617;multinomial
segmentation;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999491694405799;test;1.639813165;3;160;326;13;14;1617;multinomial
calendarDOW;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994186767436537;train;2.13944833666667;10;300;620;11;14;280;multinomial
calendarDOW;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837695723816414;test;2.13944833666667;10;300;620;11;14;280;multinomial
analcatdata_boxing1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124184712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.614721485411141;train;0.0929624816666667;3;3;24;1;3;84;binomial
analcatdata_boxing1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124184712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6421875;test;0.0929624816666667;3;3;24;1;3;84;binomial
584_fri_c4_500_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276315947701768;train;0.779226085;3;160;326;5;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341679814534598;test;0.779226085;3;160;326;5;25;350;continuous
mfeat_factors;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995796994857941;train;3.739183855;3;160;326;104;134;1400;multinomial
mfeat_factors;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996264304768706;test;3.739183855;3;160;326;104;134;1400;multinomial
agaricus_lepiota;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.33305822;3;48;102;10;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.33305822;3;48;102;10;20;5702;binomial
666_rmftsa_ladata;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.629967857561816;train;2.685427955;10;20;410;9;10;356;continuous
666_rmftsa_ladata;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445960076764259;test;2.685427955;10;20;410;9;10;356;continuous
617_fri_c3_500_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883887559609707;train;1.37138028;5;200;410;4;5;350;continuous
617_fri_c3_500_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.936781693848763;test;1.37138028;5;200;410;4;5;350;continuous
adult;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927760662724061;train;28.0201508633333;14;380;788;12;12;34190;binomial
adult;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914659007296932;test;28.0201508633333;14;380;788;12;12;34190;binomial
1196_BNG_pharynx;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656929498279236;train;4.90192601;6;50;292;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657932192922052;test;4.90192601;6;50;292;10;10;700000;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825370791161123;train;2.48742916;13;360;746;10;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851121428279836;test;2.48742916;13;360;746;10;25;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770217867422493;train;0.29619623;7;25;324;5;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86879589896329;test;0.29619623;7;25;324;5;5;175;continuous
1196_BNG_pharynx;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124201715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656540983287847;train;2.45786280833333;3;50;166;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124201715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658500387701426;test;2.45786280833333;3;50;166;10;10;700000;continuous
560_bodyfat;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0445280672445246;train;0.594959781666667;3;160;326;1;13;177;continuous
560_bodyfat;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.038431694666534;test;0.594959781666667;3;160;326;1;13;177;continuous
mfeat_fourier;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984597612940346;train;1.32900618;9;73;390;28;76;1400;multinomial
mfeat_fourier;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963888485725063;test;1.32900618;9;73;390;28;76;1400;multinomial
537_houses;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.495159059417554;train;18.5293364516667;9;264;546;5;5;14448;continuous
537_houses;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124180317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.517741345898933;test;18.5293364516667;9;264;546;5;5;14448;continuous
vowel;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969683469887996;train;3.02691494333333;8;212;440;10;13;693;multinomial
vowel;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959612283277143;test;3.02691494333333;8;212;440;10;13;693;multinomial
analcatdata_asbestos;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.66647465437788;train;0.519882416666667;3;160;326;1;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859259259259259;test;0.519882416666667;3;160;326;1;3;59;binomial
confidence;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954444444444444;test;;-Inf;-Inf;;1;1;51;multinomial
653_fri_c0_250_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.427125088977532;train;0.768767128333333;3;160;326;25;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.557593606092923;test;0.768767128333333;3;160;326;25;25;175;continuous
letter;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977172223907471;train;64.168001115;1;16;42;15;16;14000;multinomial
letter;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976496351332814;test;64.168001115;1;16;42;15;16;14000;multinomial
579_fri_c0_250_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452203839388438;train;0.276189858333333;3;10;72;5;5;175;continuous
579_fri_c0_250_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.590099105016825;test;0.276189858333333;3;10;72;5;5;175;continuous
651_fri_c0_100_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.378926246562152;train;0.734582596666667;7;50;318;24;25;70;continuous
651_fri_c0_100_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.697848280882617;test;0.734582596666667;7;50;318;24;25;70;continuous
confidence;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941991341991342;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925555555555556;test;;-Inf;-Inf;;1;1;51;multinomial
waveform_40;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9692604686341;train;0.856106215;9;40;388;18;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971337828076595;test;0.856106215;9;40;388;18;40;3500;multinomial
616_fri_c4_500_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835417495896312;train;3.43085735166667;13;100;570;11;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838543790238968;test;3.43085735166667;13;100;570;11;50;350;continuous
225_puma8NH;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125093610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.750428118550288;train;2.99611952166667;20;276;592;3;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125093610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740406397659801;test;2.99611952166667;20;276;592;3;8;5735;continuous
1595_poker;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124183324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816200346272991;train;30.364987705;1;18;50;6;10;717507;continuous
1595_poker;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124183324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815156314552365;test;30.364987705;1;18;50;6;10;717507;continuous
hungarian;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927040765473936;train;0.89584673;13;48;586;9;12;206;binomial
hungarian;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895567698846387;test;0.89584673;13;48;586;9;12;206;binomial
601_fri_c1_250_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215193286511588;train;0.584404785;3;160;326;5;5;175;continuous
601_fri_c1_250_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436322848439717;test;0.584404785;3;160;326;5;5;175;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855692895201778;train;0.272534398333333;3;10;72;4;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822609892858313;test;0.272534398333333;3;10;72;4;5;700;continuous
lupus;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832951945080092;train;1.25425963;8;228;472;1;2;61;binomial
lupus;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910714285714286;test;1.25425963;8;228;472;1;2;61;binomial
596_fri_c2_250_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801896885816033;train;0.197299358333333;5;25;240;5;5;175;continuous
596_fri_c2_250_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849239644021768;test;0.197299358333333;5;25;240;5;5;175;continuous
coil2000;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.754635149397678;train;9.92734440833333;10;300;620;10;59;6876;binomial
coil2000;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.728810346374731;test;9.92734440833333;10;300;620;10;59;6876;binomial
656_fri_c1_100_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125143611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308101538659719;train;0.611293746666667;3;160;326;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125143611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.509002675705092;test;0.611293746666667;3;160;326;5;5;70;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125194816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435079639654684;train;2.53266116333333;20;379;798;2;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125194816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.470640464456699;test;2.53266116333333;20;379;798;2;25;175;continuous
confidence;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951111111111111;test;;-Inf;-Inf;;1;1;51;multinomial
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980392156862745;train;0.0495667750166667;3;2;16;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;test;0.0495667750166667;3;2;16;2;2;35;binomial
1191_BNG_pbc;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806252693508947;train;34.1844499266667;2;140;284;9;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805585115650031;test;34.1844499266667;2;140;284;9;18;700000;continuous
611_fri_c3_100_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.689074649259843;train;0.280923881666667;8;20;340;4;4;70;continuous
611_fri_c3_100_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.27390056003213;test;0.280923881666667;8;20;340;4;4;70;continuous
credit_a;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915388628064684;train;0.690559858333333;3;160;326;13;13;483;binomial
credit_a;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936170212765957;test;0.690559858333333;3;160;326;13;13;483;binomial
collins;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.287647873333333;3;20;120;20;20;340;multinomial
collins;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838432932436879;test;0.287647873333333;3;20;120;20;20;340;multinomial
labor;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981333333333333;train;1.30424675165;12;15;360;11;15;40;binomial
labor;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;1.30424675165;12;15;360;11;15;40;binomial
letter;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97772783573243;train;30.0877459583333;5;200;410;15;16;14000;multinomial
letter;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976595150362933;test;30.0877459583333;5;200;410;15;16;14000;multinomial
561_cpu;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.119390443275455;train;0.69872454;7;14;212;6;7;147;continuous
561_cpu;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.187330948892676;test;0.69872454;7;14;212;6;7;147;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340543748327057;train;0.74696035;3;160;326;2;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.54928248001763;test;0.74696035;3;160;326;2;50;350;continuous
phoneme;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797637603344419;train;1.74192410666667;6;220;452;4;5;3783;binomial
phoneme;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.779584871229729;test;1.74192410666667;6;220;452;4;5;3783;binomial
641_fri_c1_500_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833019922802385;train;0.230373751666667;5;50;250;8;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818105242347755;test;0.230373751666667;5;50;250;8;10;350;continuous
allhyper;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994380513645677;train;5.31143333833333;13;300;626;20;24;2640;multinomial
allhyper;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885112451932807;test;5.31143333833333;13;300;626;20;24;2640;multinomial
Hill_Valley_with_noise;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.543990499339615;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52038554948391;test;;-Inf;-Inf;;1;1;849;binomial
texture;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999113083740915;train;4.91954730666667;6;220;452;9;12;3850;multinomial
texture;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995704417742211;test;4.91954730666667;6;220;452;9;12;3850;multinomial
iris;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993137254901961;train;0.14878371;3;3;24;1;3;105;multinomial
iris;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992361111111111;test;0.14878371;3;3;24;1;3;105;multinomial
627_fri_c2_500_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822346716830888;train;1.26731856666667;7;20;294;9;10;350;continuous
627_fri_c2_500_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820711557296079;test;1.26731856666667;7;20;294;9;10;350;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125200435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.584757662225457;train;0.132618966666667;3;25;166;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125200435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457495260081881;test;0.132618966666667;3;25;166;5;5;70;continuous
allhyper;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944860298776127;train;32.681830315;9;24;338;24;24;2640;multinomial
allhyper;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984254079254079;test;32.681830315;9;24;338;24;24;2640;multinomial
colic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887718511878082;train;0.706626943333333;10;84;468;2;22;258;binomial
colic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125202636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857168652943301;test;0.706626943333333;10;84;468;2;22;258;binomial
666_rmftsa_ladata;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.557846867568652;train;1.50094323166667;20;50;880;6;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.59068574963791;test;1.50094323166667;20;50;880;6;10;356;continuous
mfeat_factors;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999527546378855;train;2.03274891333333;3;160;326;135;135;1400;multinomial
mfeat_factors;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9983298990824;test;2.03274891333333;3;160;326;135;135;1400;multinomial
529_pollen;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.443367760941739;train;0.547402278333333;6;8;108;4;4;2694;continuous
529_pollen;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.418922272474536;test;0.547402278333333;6;8;108;4;4;2694;continuous
ionosphere;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963214771344736;train;5.74936933;15;32;596;31;32;246;binomial
ionosphere;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845389507154213;test;5.74936933;15;32;596;31;32;246;binomial
631_fri_c1_500_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125125356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820426317088614;train;0.923068911666667;3;160;326;5;5;350;continuous
631_fri_c1_500_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125125356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844189448581917;test;0.923068911666667;3;160;326;5;5;350;continuous
560_bodyfat;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0796320313201239;train;0.903463363333333;6;204;420;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0793138978706731;test;0.903463363333333;6;204;420;1;13;177;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125203627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795575733614388;train;0.322718833333333;5;130;270;17;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125203627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826410743989432;test;0.322718833333333;5;130;270;17;50;350;continuous
lupus;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836384439359268;train;2.36964359;17;402;838;1;2;61;binomial
lupus;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895833333333333;test;2.36964359;17;402;838;1;2;61;binomial
560_bodyfat;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0956820383506311;train;1.63831301165;8;212;440;5;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0821061463883931;test;1.63831301165;8;212;440;5;13;177;continuous
695_chatfield_4;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.340803933316777;train;0.608236435;3;18;124;6;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.348503081573905;test;0.608236435;3;18;124;6;9;165;continuous
574_house_16H;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125202123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52033233752914;train;5.84681589166667;14;279;586;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125202123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507131653705349;test;5.84681589166667;14;279;586;15;15;15949;continuous
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967105263157895;train;0.395921951666667;3;128;262;3;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833333333333333;test;0.395921951666667;3;128;262;3;3;35;binomial
hypothyroid;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954214340729193;train;1.81224388166667;3;20;110;20;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923520464915666;test;1.81224388166667;3;20;110;20;20;2215;binomial
654_fri_c0_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.527701876388177;train;0.969205696666667;8;20;332;9;10;350;continuous
654_fri_c0_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.52387029683083;test;0.969205696666667;8;20;332;9;10;350;continuous
banana;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980884160444063;train;4.13136732998333;6;188;388;2;2;3710;binomial
banana;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966622344468286;test;4.13136732998333;6;188;388;2;2;3710;binomial
spectf;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926006925460179;train;11.0642282133333;20;44;852;21;44;245;binomial
spectf;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894607843137255;test;11.0642282133333;20;44;852;21;44;245;binomial
mfeat_zernike;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982015089791289;train;2.20823515666667;3;160;326;18;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97237098627539;test;2.20823515666667;3;160;326;18;32;1400;multinomial
backache;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.254381511666667;3;84;174;21;31;126;binomial
backache;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.540740740740741;test;0.254381511666667;3;84;174;21;31;126;binomial
599_fri_c2_1000_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805898893651904;train;0.121402981666667;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828286796558751;test;0.121402981666667;3;25;156;5;5;700;continuous
analcatdata_authorship;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.15270533666667;3;160;326;70;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.15270533666667;3;160;326;70;70;589;multinomial
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474812181565801;train;0.663162438333333;3;20;134;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502680483461755;test;0.663162438333333;3;20;134;6;10;700;continuous
690_visualizing_galaxy;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.243897377663965;train;0.656104766666667;3;160;326;2;4;227;continuous
690_visualizing_galaxy;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.226964549818776;test;0.656104766666667;3;160;326;2;4;227;continuous
591_fri_c1_100_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878877744780486;train;0.30921997;7;50;344;1;10;70;continuous
591_fri_c1_100_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916585004959824;test;0.30921997;7;50;344;1;10;70;continuous
218_house_8L;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462486119762482;train;1.81491561;3;160;326;5;8;15949;continuous
218_house_8L;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456930028946071;test;1.81491561;3;160;326;5;8;15949;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824174917189136;train;1.93539925331667;10;20;414;5;10;700;continuous
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561_cpu;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.158606873419685;train;0.629665521666667;6;14;184;3;7;147;continuous
561_cpu;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.219561887239267;test;0.629665521666667;6;14;184;3;7;147;continuous
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hungarian;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125204420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905711153194458;train;0.854719423333333;3;160;326;12;12;206;binomial
hungarian;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125204420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91378263509411;test;0.854719423333333;3;160;326;12;12;206;binomial
657_fri_c2_250_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865978116540432;train;0.119182828333333;3;50;166;1;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839383591947047;test;0.119182828333333;3;50;166;1;10;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125111000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797394973674737;train;0.111924136666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125111000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8620835040849;test;0.111924136666667;3;25;156;5;5;175;continuous
519_vinnie;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438124357492312;train;1.19448717333333;5;184;378;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.555750836548734;test;1.19448717333333;5;184;378;1;2;266;continuous
allrep;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.922878441315829;train;17.9246077716667;4;25;172;18;25;2641;multinomial
allrep;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896859462201928;test;17.9246077716667;4;25;172;18;25;2641;multinomial
clean2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999869120216825;train;7.32052820666667;10;300;620;1;105;4619;binomial
clean2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99941609540502;test;7.32052820666667;10;300;620;1;105;4619;binomial
analcatdata_germangss;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.808766465741103;train;0.688185993333333;3;160;326;2;5;280;multinomial
analcatdata_germangss;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.719379420502692;test;0.688185993333333;3;160;326;2;5;280;multinomial
analcatdata_aids;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925986842105263;train;2.02788512333333;12;340;704;1;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.564814814814815;test;2.02788512333333;12;340;704;1;3;35;binomial
606_fri_c2_1000_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777948795802341;train;2.316828245;20;271;582;9;10;700;continuous
606_fri_c2_1000_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812917313147518;test;2.316828245;20;271;582;9;10;700;continuous
texture;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999628018556715;train;25.4245385766667;3;12;78;11;12;3850;multinomial
texture;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999848968619973;test;25.4245385766667;3;12;78;11;12;3850;multinomial
hypothyroid;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996040184791376;train;2.44608705666667;3;160;326;2;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95525485905522;test;2.44608705666667;3;160;326;2;20;2215;binomial
sonar;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.208935595;16;420;872;35;59;146;binomial
sonar;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903866248693835;test;3.208935595;16;420;872;35;59;146;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.663010755;13;280;586;6;6;35;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87037037037037;test;1.663010755;13;280;586;6;6;35;binomial
mfeat_zernike;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987919036790032;train;29.51039545165;3;32;130;29;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977295685938172;test;29.51039545165;3;32;130;29;32;1400;multinomial
labor;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.848173606666667;3;160;326;2;15;40;binomial
labor;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8;test;0.848173606666667;3;160;326;2;15;40;binomial
644_fri_c4_250_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79607632745419;train;0.87810827;3;160;326;7;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810582833018954;test;0.87810827;3;160;326;7;25;175;continuous
pima;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950791177175737;train;2.19926343833333;10;300;620;8;8;538;binomial
pima;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.810897435897436;test;2.19926343833333;10;300;620;8;8;538;binomial
collins;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.08326926166667;3;144;294;1;20;340;multinomial
collins;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.08326926166667;3;144;294;1;20;340;multinomial
churn;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95386233584674;train;3.14342767666667;3;160;326;15;15;3500;binomial
churn;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911652697994161;test;3.14342767666667;3;160;326;15;15;3500;binomial
547_no2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.665150355204308;train;0.495786946683333;3;14;96;7;7;350;continuous
547_no2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.635911645021675;test;0.495786946683333;3;14;96;7;7;350;continuous
Hill_Valley_without_noise;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124191307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.510426961301427;train;;-Inf;-Inf;;1;1;849;binomial
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598_fri_c0_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515434720240962;train;2.06960784666667;7;50;314;23;25;700;continuous
598_fri_c0_1000_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512655224166792;test;2.06960784666667;7;50;314;23;25;700;continuous
192_vineyard;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489526835835513;train;1.51209678666667;7;240;494;1;2;37;continuous
192_vineyard;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.62903511933806;test;1.51209678666667;7;240;494;1;2;37;continuous
wdbc;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124183051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995232260813978;train;1.26480275166667;7;240;494;21;22;399;binomial
wdbc;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124183051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998333333333333;test;1.26480275166667;7;240;494;21;22;399;binomial
590_fri_c0_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288214192962721;train;8.01830677666667;17;386;806;9;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396729107020745;test;8.01830677666667;17;386;806;9;50;700;continuous
hungarian;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909648161068474;train;0.58887090165;3;160;326;5;12;206;binomial
hungarian;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907407407407407;test;0.58887090165;3;160;326;5;12;206;binomial
574_house_16H;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126101941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495174630965745;train;4.364824375;3;30;142;15;15;15949;continuous
574_house_16H;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126101941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479655549869814;test;4.364824375;3;30;142;15;15;15949;continuous
687_sleuth_ex1605;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125204000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604182867434545;train;0.460645726666667;13;25;482;5;5;44;continuous
687_sleuth_ex1605;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125204000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716311727943231;test;0.460645726666667;13;25;482;5;5;44;continuous
shuttle;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125124747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73676447845968;train;30.26570001;2;7;36;2;7;40600;multinomial
shuttle;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125124747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709883041746019;test;30.26570001;2;7;36;2;7;40600;multinomial
analcatdata_asbestos;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125100133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93735632183908;train;0.565676338333333;3;160;326;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125100133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.73046875;test;0.565676338333333;3;160;326;3;3;59;binomial
prnn_crabs;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.28444253166667;8;260;536;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960379464285714;test;1.28444253166667;8;260;536;4;4;140;binomial
heart_h;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945837300327938;train;1.075556235;8;12;194;10;12;206;binomial
heart_h;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124202348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892421833598304;test;1.075556235;8;12;194;10;12;206;binomial
605_fri_c2_250_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.746640042512613;train;0.814033163333333;3;160;326;23;25;175;continuous
605_fri_c2_250_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808048048601913;test;0.814033163333333;3;160;326;23;25;175;continuous
mnist;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986170808576836;train;62.8331165333333;3;65;136;308;591;49000;multinomial
mnist;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983672726434101;test;62.8331165333333;3;65;136;308;591;49000;multinomial
606_fri_c2_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185495623881195;train;2.74989475333333;11;320;662;7;10;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328603362460083;test;2.74989475333333;11;320;662;7;10;700;continuous
603_fri_c0_250_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350137001463477;train;1.58528207;7;240;494;48;50;175;continuous
603_fri_c0_250_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.631911467902393;test;1.58528207;7;240;494;48;50;175;continuous
prnn_fglass;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903363198118754;train;0.632585113333333;3;9;62;7;9;144;multinomial
prnn_fglass;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892297077922078;test;0.632585113333333;3;9;62;7;9;144;multinomial
haberman;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.718295454545455;train;0.2910279;11;12;270;3;3;215;binomial
haberman;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.654733727810651;test;0.2910279;11;12;270;3;3;215;binomial
633_fri_c0_500_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507202095189379;train;0.209383791666667;3;90;186;10;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535902646233685;test;0.209383791666667;3;90;186;10;25;350;continuous
573_cpu_act;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125104343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208965184155977;train;9.19479710666667;5;200;410;13;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125104343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229033892744922;test;9.19479710666667;5;200;410;13;17;5735;continuous
542_pollution;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423665558966942;train;2.08088303666667;10;300;620;10;11;42;continuous
542_pollution;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.632528065238358;test;2.08088303666667;10;300;620;10;11;42;continuous
hungarian;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125102811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907616066770996;train;1.92396011166667;10;12;244;8;12;206;binomial
hungarian;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125102811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898921832884097;test;1.92396011166667;10;12;244;8;12;206;binomial
649_fri_c0_500_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453287365327856;train;0.115057723333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478171862567533;test;0.115057723333333;3;25;156;5;5;350;continuous
biomed;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999795751633987;train;0.585947545;3;160;326;8;8;147;binomial
biomed;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960526315789474;test;0.585947545;3;160;326;8;8;147;binomial
613_fri_c3_250_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125095755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764888493506715;train;0.187453338333333;5;25;240;5;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125095755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868427263575845;test;0.187453338333333;5;25;240;5;5;175;continuous
649_fri_c0_500_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474486980928877;train;0.772209041666667;7;10;152;4;5;350;continuous
649_fri_c0_500_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444334178091054;test;0.772209041666667;7;10;152;4;5;350;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862213966242833;train;1.51809066;6;220;452;9;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802905281182632;test;1.51809066;6;220;452;9;24;175;continuous
612_fri_c1_1000_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124191514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84755439551654;train;0.19172385;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124191514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841361642362535;test;0.19172385;3;10;72;5;5;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155786415513272;train;2.90938508835;9;280;578;9;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317596552100985;test;2.90938508835;9;280;578;9;25;700;continuous
texture;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999818988591087;train;4.30561203;3;160;326;11;12;3850;multinomial
texture;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999765464639538;test;4.30561203;3;160;326;11;12;3850;multinomial
218_house_8L;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452160914765068;train;4.18268705666667;20;297;634;7;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45467975140507;test;4.18268705666667;20;297;634;7;8;15949;continuous
phoneme;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814174917613406;train;1.26792362;3;160;326;5;5;3783;binomial
phoneme;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808803065818358;test;1.26792362;3;160;326;5;5;3783;binomial
665_sleuth_case2002;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.654016311002425;train;0.309440963333333;3;12;84;2;6;103;continuous
665_sleuth_case2002;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786265462035221;test;0.309440963333333;3;12;84;2;6;103;continuous
594_fri_c2_100_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873920244611668;train;0.138018015;3;10;76;2;5;70;continuous
594_fri_c2_100_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.945934352666239;test;0.138018015;3;10;76;2;5;70;continuous
637_fri_c1_500_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894380307176964;train;0.688191714983333;3;160;326;50;50;350;continuous
637_fri_c1_500_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883746409769355;test;0.688191714983333;3;160;326;50;50;350;continuous
breast_w;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996746524696835;train;1.24487820333333;5;8;88;8;8;490;binomial
breast_w;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993553585817889;test;1.24487820333333;5;8;88;8;8;490;binomial
credit_a;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960653858180176;train;1.19498808666667;3;160;326;13;13;483;binomial
credit_a;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93680437653273;test;1.19498808666667;3;160;326;13;13;483;binomial
628_fri_c3_1000_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195858837583875;train;0.737550853333333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319372206637515;test;0.737550853333333;3;160;326;5;5;700;continuous
schizo;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.693403683250669;train;4.53568243333333;20;500;1040;8;13;238;multinomial
schizo;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.544965986394558;test;4.53568243333333;20;500;1040;8;13;238;multinomial
movement_libras;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997761904761905;train;0.661334926666667;7;19;260;11;19;252;multinomial
movement_libras;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799762849584278;test;0.661334926666667;7;19;260;11;19;252;multinomial
credit_g;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.822779038764607;train;1.32384591833333;17;80;754;8;20;700;binomial
credit_g;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741912548880199;test;1.32384591833333;17;80;754;8;20;700;binomial
heart_statlog;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958681417927297;train;0.682031203333333;3;160;326;12;13;189;binomial
heart_statlog;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.869211514392991;test;0.682031203333333;3;160;326;12;13;189;binomial
pima;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821358748778104;train;0.884480285;11;8;184;8;8;538;binomial
pima;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860250494396836;test;0.884480285;11;8;184;8;8;538;binomial
colic;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932245718733783;train;1.48942040833333;8;260;536;5;22;258;binomial
colic;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828956582633053;test;1.48942040833333;8;260;536;5;22;258;binomial
analcatdata_boxing1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904012345679012;train;0.638397533333333;3;160;326;1;3;84;binomial
analcatdata_boxing1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826388888888889;test;0.638397533333333;3;160;326;1;3;84;binomial
647_fri_c1_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479613742467557;train;0.684319338333333;3;160;326;2;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.579030123675215;test;0.684319338333333;3;160;326;2;10;175;continuous
analcatdata_germangss;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736502423549525;train;0.703142933333333;3;160;326;2;5;280;multinomial
analcatdata_germangss;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724166329062642;test;0.703142933333333;3;160;326;2;5;280;multinomial
clean1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948557953927081;train;11.81843517;10;85;432;74;90;334;binomial
clean1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88136288998358;test;11.81843517;10;85;432;74;90;334;binomial
magic;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8290423829247;train;2.39815744833333;3;160;326;5;9;13314;binomial
magic;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819899474948839;test;2.39815744833333;3;160;326;5;9;13314;binomial
594_fri_c2_100_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843419452529467;train;0.428275625;10;25;458;2;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.15153568256967;test;0.428275625;10;25;458;2;5;70;continuous
pima;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849511508031647;train;0.555603616666667;3;160;326;8;8;538;binomial
pima;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.807692307692308;test;0.555603616666667;3;160;326;8;8;538;binomial
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832598181430436;train;0.131634528333333;3;49;166;6;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856349244483039;test;0.131634528333333;3;49;166;6;10;700;continuous
695_chatfield_4;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125154345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270824017679356;train;1.16084306833333;6;220;452;2;5;165;continuous
695_chatfield_4;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125154345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475137825071386;test;1.16084306833333;6;220;452;2;5;165;continuous
573_cpu_act;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149399035169648;train;11.0641413216667;14;296;620;15;17;5735;continuous
573_cpu_act;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178583790389062;test;11.0641413216667;14;296;620;15;17;5735;continuous
623_fri_c4_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822295883065256;train;0.942714435;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820601827373243;test;0.942714435;3;160;326;5;10;700;continuous
clean2;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126110931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52977178209213;train;24.7122060266667;5;86;220;98;104;4619;binomial
clean2;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126110931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.537723751943854;test;24.7122060266667;5;86;220;98;104;4619;binomial
230_machine_cpu;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.248087913355478;train;1.56648516333333;10;268;556;6;6;147;continuous
230_machine_cpu;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.277261895655796;test;1.56648516333333;10;268;556;6;6;147;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126111206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830564178693134;train;1.38140909833333;5;200;410;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126111206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892482964593635;test;1.38140909833333;5;200;410;5;5;700;continuous
615_fri_c4_250_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797577673213639;train;1.63966668;13;18;484;5;9;175;continuous
615_fri_c4_250_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83839136427971;test;1.63966668;13;18;484;5;9;175;continuous
590_fri_c0_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49266488742859;train;2.48050427333333;11;100;486;29;50;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504748067832622;test;2.48050427333333;11;100;486;29;50;700;continuous
clean2;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970776477396712;train;0.527022783333333;3;80;166;100;104;4619;binomial
clean2;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963412601802742;test;0.527022783333333;3;80;166;100;104;4619;binomial
637_fri_c1_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807904287098904;train;2.765890805;11;320;662;44;50;350;continuous
637_fri_c1_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871838731707035;test;2.765890805;11;320;662;44;50;350;continuous
635_fri_c0_250_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.531940056109109;train;0.974200373333333;3;160;326;5;10;175;continuous
635_fri_c0_250_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520078000330729;test;0.974200373333333;3;160;326;5;10;175;continuous
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new_thyroid;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992659514398645;test;0.177762241666667;3;5;36;2;5;151;multinomial
nikuradse_2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126095556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783001156819466;train;0.0290268133333333;3;2;16;0;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126095556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.901141095722281;test;0.0290268133333333;3;2;16;0;1;254;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298317902659477;train;2.61623249;20;395;830;8;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.521380336908258;test;2.61623249;20;395;830;8;10;175;continuous
hypothyroid;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125200120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927140649412404;train;1.61316456333333;19;83;838;9;21;2215;binomial
hypothyroid;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125200120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93980423683394;test;1.61316456333333;19;83;838;9;21;2215;binomial
599_fri_c2_1000_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825237986774286;train;0.82167759;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847748713713962;test;0.82167759;3;160;326;5;5;700;continuous
analcatdata_germangss;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779008905527667;train;1.76767665333333;10;300;620;2;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.735312230353113;test;1.76767665333333;10;300;620;2;5;280;multinomial
yeast;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896388948379956;train;2.78334335333333;7;240;494;8;8;1036;multinomial
yeast;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886219952191985;test;2.78334335333333;7;240;494;8;8;1036;multinomial
557_analcatdata_apnea1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.27571301131279;train;1.66931941;7;240;494;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.352406775557366;test;1.66931941;7;240;494;3;3;333;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826131079626011;train;0.319135478333333;9;25;408;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79431306726487;test;0.319135478333333;9;25;408;5;5;175;continuous
wine_quality_white;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.617525807987144;train;3.74217624333333;3;160;326;1;11;3429;multinomial
wine_quality_white;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638241719665368;test;3.74217624333333;3;160;326;1;11;3429;multinomial
allhyper;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992642682324932;train;1.89179129833333;20;25;762;24;25;2640;multinomial
allhyper;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.711545342180588;test;1.89179129833333;20;25;762;24;25;2640;multinomial
519_vinnie;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463343963812433;train;0.613319201666667;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48232147241702;test;0.613319201666667;3;160;326;1;2;266;continuous
228_elusage;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.364238650665279;train;0.871538655;3;160;326;1;1;39;continuous
228_elusage;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444519619474788;test;0.871538655;3;160;326;1;1;39;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197851235791906;train;1.40057493333333;7;240;494;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441774585261666;test;1.40057493333333;7;240;494;5;5;175;continuous
218_house_8L;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510321992375982;train;1.45414756;20;40;878;8;8;15949;continuous
218_house_8L;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499209488231802;test;1.45414756;20;40;878;8;8;15949;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.621692624981589;train;6.23549298166667;7;18;210;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.614794883424511;test;6.23549298166667;7;18;210;8;9;21773;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892621620791387;train;0.67918567335;3;160;326;3;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893446638292614;test;0.67918567335;3;160;326;3;25;350;continuous
1196_BNG_pharynx;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124190056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660973699584382;train;14.649425955;2;20;94;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124190056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661937724481803;test;14.649425955;2;20;94;10;10;700000;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.676802986963197;train;1.54765623166667;15;18;554;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.907662121515659;test;1.54765623166667;15;18;554;9;9;70;continuous
ann_thyroid;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990243064540135;train;0.660910231666667;7;20;274;7;20;5040;multinomial
ann_thyroid;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990989286690774;test;0.660910231666667;7;20;274;7;20;5040;multinomial
666_rmftsa_ladata;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347277796141041;train;5.469148885;20;468;976;9;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.501502351767441;test;5.469148885;20;468;976;9;10;356;continuous
prnn_synth;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939002089864159;train;0.157759758333333;9;8;160;2;2;175;binomial
prnn_synth;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938122332859175;test;0.157759758333333;9;8;160;2;2;175;binomial
cloud;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.590637836162133;train;1.40307520666667;5;200;410;2;6;76;multinomial
cloud;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.522574955908289;test;1.40307520666667;5;200;410;2;6;76;multinomial
595_fri_c0_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503151686176032;train;0.300312501666667;7;50;334;9;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126104037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.497729746136871;test;0.300312501666667;7;50;334;9;10;700;continuous
mfeat_factors;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999813251005937;train;1.74015962;3;160;326;132;136;1400;multinomial
mfeat_factors;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99883318199979;test;1.74015962;3;160;326;132;136;1400;multinomial
605_fri_c2_250_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811513942660823;train;0.645667605;5;50;234;11;25;175;continuous
605_fri_c2_250_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794250914280033;test;0.645667605;5;50;234;11;25;175;continuous
ecoli;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973509881063937;train;0.556494921666667;3;5;36;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984395424836601;test;0.556494921666667;3;5;36;5;5;229;multinomial
movement_libras;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976470556835238;train;1.81075395166667;3;160;326;15;20;252;multinomial
movement_libras;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936429516250945;test;1.81075395166667;3;160;326;15;20;252;multinomial
537_houses;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460368765921892;train;23.8276652;10;284;588;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.498794349296384;test;23.8276652;10;284;588;6;6;14448;continuous
1595_poker;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816505989912498;train;51.9064874633333;1;20;54;5;10;717507;continuous
1595_poker;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814236479623551;test;51.9064874633333;1;20;54;5;10;717507;continuous
waveform_21;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966598382114402;train;2.20754720835;5;200;410;20;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96773963597159;test;2.20754720835;5;200;410;20;21;3500;multinomial
633_fri_c0_500_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.497039823762314;train;0.17843169;3;90;186;25;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533154399596503;test;0.17843169;3;90;186;25;25;350;continuous
biomed;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973447712418301;train;0.873826896683333;8;8;136;5;8;147;binomial
biomed;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830043859649123;test;0.873826896683333;8;8;136;5;8;147;binomial
bupa;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.601632709062221;train;0.661476091666667;3;160;326;5;5;242;binomial
bupa;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.758358662613982;test;0.661476091666667;3;160;326;5;5;242;binomial
596_fri_c2_250_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125144705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826289697060032;train;0.35111971;6;10;132;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125144705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794511431056623;test;0.35111971;6;10;132;5;5;175;continuous
nikuradse_2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124191843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835607207478229;train;0.04539769;3;5;40;0;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124191843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796933097457016;test;0.04539769;3;5;40;0;1;254;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914431274387207;train;0.785530748333333;6;45;292;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916426376569545;test;0.785530748333333;6;45;292;9;9;81648;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125185435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.531849301519733;train;0.429182173333333;9;50;418;8;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125185435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.595874483050246;test;0.429182173333333;9;50;418;8;10;350;continuous
mfeat_zernike;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986347901213617;train;4.64882211333333;7;240;494;30;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979764727299112;test;4.64882211333333;7;240;494;30;32;1400;multinomial
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469177713194245;train;1.42946466;6;204;420;8;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.512035576171634;test;1.42946466;6;204;420;8;10;700;continuous
cleveland;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.613198691021272;train;4.10441328666667;20;500;1040;2;13;213;multinomial
cleveland;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.456721698113208;test;4.10441328666667;20;500;1040;2;13;213;multinomial
satimage;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99489891796376;train;4.05797919;3;160;326;25;27;4505;multinomial
satimage;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982968710975734;test;4.05797919;3;160;326;25;27;4505;multinomial
666_rmftsa_ladata;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420607406398986;train;1.39514094;6;220;452;7;10;356;continuous
666_rmftsa_ladata;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.61861083877292;test;1.39514094;6;220;452;7;10;356;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25161812832177;train;0.67343167;3;160;326;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.564152826805238;test;0.67343167;3;160;326;5;5;70;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125102830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660974101953214;train;48.240930405;1;120;242;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125102830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66194689301802;test;48.240930405;1;120;242;10;10;700000;continuous
allrep;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126102629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813042049195543;train;37.1945792616667;4;24;178;22;24;2641;multinomial
allrep;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126102629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828894382905322;test;37.1945792616667;4;24;178;22;24;2641;multinomial
616_fri_c4_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.73867071613974;train;1.64014114166667;7;240;494;37;50;350;continuous
616_fri_c4_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125163612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00518076656703;test;1.64014114166667;7;240;494;37;50;350;continuous
227_cpu_small;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124162536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295622462176269;train;2.18486912666667;5;200;410;3;12;5735;continuous
227_cpu_small;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124162536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293432374522918;test;2.18486912666667;5;200;410;3;12;5735;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.383014209647482;train;1.43515536;13;216;458;1;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.385709708441476;test;1.43515536;13;216;458;1;10;165;continuous
schizo;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.670124787860637;train;0.988496023333333;3;160;326;10;13;238;multinomial
schizo;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.610392156862745;test;0.988496023333333;3;160;326;10;13;238;multinomial
Hill_Valley_without_noise;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124191307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0354168533333333;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124191307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0354168533333333;3;4;32;0;1;849;binomial
yeast;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891412171737017;train;2.667593185;3;8;56;8;8;1036;multinomial
yeast;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881281495128113;test;2.667593185;3;8;56;8;8;1036;multinomial
1196_BNG_pharynx;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125132000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656943174973181;train;5.49790534;7;50;334;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125132000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657772705363967;test;5.49790534;7;50;334;10;10;700000;continuous
mfeat_morphological;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917859214739101;train;0.0366607583333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910776581274726;test;0.0366607583333333;3;2;16;2;2;1400;multinomial
tokyo1;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974080625097186;train;1.25592235833333;6;220;452;12;21;672;binomial
tokyo1;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974987159732922;test;1.25592235833333;6;220;452;12;21;672;binomial
645_fri_c3_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177419715606474;train;2.82765770166667;11;320;662;4;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314547448939012;test;2.82765770166667;11;320;662;4;49;350;continuous
penguins;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.591582046666667;3;160;326;5;7;241;multinomial
penguins;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.591582046666667;3;160;326;5;7;241;multinomial
644_fri_c4_250_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126103954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.76763347449063;train;2.105763565;10;295;610;21;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126103954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.907763174015573;test;2.105763565;10;295;610;21;25;175;continuous
breast;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125155551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986323294049178;train;0.65936579;3;160;326;6;9;490;binomial
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633_fri_c0_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321105580685465;train;2.72057240333333;13;360;746;9;25;350;continuous
633_fri_c0_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490696738012904;test;2.72057240333333;13;360;746;9;25;350;continuous
penguins;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126090952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996727348026505;train;0.731489086666667;3;160;326;6;7;241;multinomial
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582_fri_c1_500_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797788737276898;train;1.42517945333333;10;236;492;7;25;350;continuous
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620_fri_c1_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824672190184271;train;0.165899571666667;3;85;176;25;25;700;continuous
620_fri_c1_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838783392740204;test;0.165899571666667;3;85;176;25;25;700;continuous
651_fri_c0_100_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.54790218358334;train;0.880470733333333;8;50;360;25;25;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520057732679263;test;0.880470733333333;8;50;360;25;25;70;continuous
sonar;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848450704225352;train;0.689806056666667;3;160;326;60;60;146;binomial
sonar;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773504273504274;test;0.689806056666667;3;160;326;60;60;146;binomial
588_fri_c4_1000_100;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821247567359832;train;1.33407369833333;13;290;606;23;100;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838549005840335;test;1.33407369833333;13;290;606;23;100;700;continuous
mfeat_karhunen;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997490239028194;train;3.76514719666667;6;220;452;47;64;1400;multinomial
mfeat_karhunen;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997683957212031;test;3.76514719666667;6;220;452;47;64;1400;multinomial
letter;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976861801837864;train;31.8562974633333;2;140;284;16;16;14000;multinomial
letter;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976025012021488;test;31.8562974633333;2;140;284;16;16;14000;multinomial
584_fri_c4_500_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832519219468973;train;2.753461585;11;48;486;5;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791164591257659;test;2.753461585;11;48;486;5;24;350;continuous
penguins;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0630003466666667;3;7;50;5;7;241;multinomial
penguins;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0630003466666667;3;7;50;5;7;241;multinomial
sleep;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885091050348418;train;31.744576;4;180;368;11;13;74136;multinomial
sleep;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888939137217798;test;31.744576;4;180;368;11;13;74136;multinomial
wine_quality_white;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.639903893042206;train;6.88671811333333;20;312;664;1;11;3429;multinomial
wine_quality_white;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.60557339965017;test;6.88671811333333;20;312;664;1;11;3429;multinomial
598_fri_c0_1000_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507479951835954;train;1.66666346666667;18;252;540;14;25;700;continuous
598_fri_c0_1000_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500439348467882;test;1.66666346666667;18;252;540;14;25;700;continuous
hypothyroid;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940021157540158;train;0.196998208333333;3;75;166;7;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919797507434564;test;0.196998208333333;3;75;166;7;20;2215;binomial
cmc;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.804281862413068;train;1.08320885666667;3;160;326;8;9;1032;multinomial
cmc;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.763113472847913;test;1.08320885666667;3;160;326;8;9;1032;multinomial
712_chscase_geyser1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446357321343894;train;0.575375905;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.4611379813279;test;0.575375905;3;160;326;1;2;156;continuous
1030_ERA;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758884772876113;train;0.593136328333333;8;8;140;4;4;700;continuous
1030_ERA;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753086906693844;test;0.593136328333333;8;8;140;4;4;700;continuous
irish;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126110651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903776122830616;train;0.63023109;9;4;78;3;4;350;binomial
irish;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126110651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81002048798659;test;0.63023109;9;4;78;3;4;350;binomial
624_fri_c0_100_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267331108966944;train;1.89237981833333;12;340;704;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.625643229101462;test;1.89237981833333;12;340;704;5;5;70;continuous
665_sleuth_case2002;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.692911682955434;train;1.49224929333333;6;204;420;2;6;103;continuous
665_sleuth_case2002;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79550618346402;test;1.49224929333333;6;204;420;2;6;103;continuous
637_fri_c1_500_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86402106309754;train;0.603617188333333;13;183;414;9;50;350;continuous
637_fri_c1_500_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864923406628952;test;0.603617188333333;13;183;414;9;50;350;continuous
sonar;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894736842105263;train;3.419459735;8;58;348;28;60;146;binomial
sonar;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861375661375661;test;3.419459735;8;58;348;28;60;146;binomial
690_visualizing_galaxy;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.116413801466467;train;1.086510225;6;220;452;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193630602326669;test;1.086510225;6;220;452;3;3;227;continuous
529_pollen;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366419929280542;train;2.49544759833333;6;220;452;4;4;2694;continuous
529_pollen;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471200841056973;test;2.49544759833333;6;220;452;4;4;2694;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791710234625437;train;1.38573821833333;5;200;410;9;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.781169606527712;test;1.38573821833333;5;200;410;9;10;175;continuous
656_fri_c1_100_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787199345349577;train;0.256652425;6;25;292;5;5;70;continuous
656_fri_c1_100_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786975996507434;test;0.256652425;6;25;292;5;5;70;continuous
228_elusage;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.358091461209603;train;0.0354037400166667;3;5;40;1;1;39;continuous
228_elusage;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.443134257170845;test;0.0354037400166667;3;5;40;1;1;39;continuous
712_chscase_geyser1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.569830459756821;train;0.964302853333333;7;208;430;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468540336205573;test;0.964302853333333;7;208;430;2;2;156;continuous
biomed;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993127863390254;train;0.641673315;3;160;326;7;8;147;binomial
biomed;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988247863247863;test;0.641673315;3;160;326;7;8;147;binomial
horse_colic;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889827806122449;train;3.35847477166667;14;22;488;6;22;258;binomial
horse_colic;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873172514619883;test;3.35847477166667;14;22;488;6;22;258;binomial
654_fri_c0_500_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125210310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266647548341706;train;1.65257387666667;12;308;640;7;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125210310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.447573861678103;test;1.65257387666667;12;308;640;7;10;350;continuous
phoneme;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81297687702679;train;0.432449418333333;3;5;36;5;5;3783;binomial
phoneme;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815890321930011;test;0.432449418333333;3;5;36;5;5;3783;binomial
598_fri_c0_1000_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533124177174608;train;0.182708073333333;3;85;176;5;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.52810177845595;test;0.182708073333333;3;85;176;5;25;700;continuous
analcatdata_aids;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990131578947368;train;0.628698778333333;3;160;326;3;3;35;binomial
analcatdata_aids;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.537037037037037;test;0.628698778333333;3;160;326;3;3;35;binomial
australian;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937795730959308;train;1.20623053333333;7;240;494;5;13;483;binomial
australian;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895012142723706;test;1.20623053333333;7;240;494;5;13;483;binomial
banana;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.530711009910826;train;0.903540676666667;3;160;326;1;2;3710;binomial
banana;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.534298294311243;test;0.903540676666667;3;160;326;1;2;3710;binomial
197_cpu_act;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.325884825773883;train;3.07304512666667;6;33;266;4;17;5735;continuous
197_cpu_act;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.327730897591665;test;3.07304512666667;6;33;266;4;17;5735;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743545735619286;train;0.87435859;3;72;150;45;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878679207485912;test;0.87435859;3;72;150;45;50;350;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860119047619048;train;0.13668055;10;3;66;1;3;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759259259259259;test;0.13668055;10;3;66;1;3;37;binomial
mfeat_fourier;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993019873657647;train;2.16015179;3;160;326;18;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977029345317911;test;2.16015179;3;160;326;18;76;1400;multinomial
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843430248343166;train;0.240262315;3;90;186;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847981544866772;test;0.240262315;3;90;186;5;50;700;continuous
hepatitis;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877705627705628;train;1.497663145;20;76;888;10;19;109;binomial
hepatitis;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.685714285714286;test;1.497663145;20;76;888;10;19;109;binomial
579_fri_c0_250_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269957797861771;train;1.47551949;7;224;462;5;5;175;continuous
579_fri_c0_250_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443077218936721;test;1.47551949;7;224;462;5;5;175;continuous
678_visualizing_environmental;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.722602401072006;train;0.566497596666667;3;160;326;3;3;78;continuous
678_visualizing_environmental;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.726718743660083;test;0.566497596666667;3;160;326;3;3;78;continuous
ann_thyroid;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125183613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990877527419688;train;2.83817940333333;5;184;378;17;21;5040;multinomial
ann_thyroid;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125183613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986046149525132;test;2.83817940333333;5;184;378;17;21;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993178202509122;train;30.8774571183333;5;20;196;2;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994166995477518;test;30.8774571183333;5;20;196;2;20;5040;multinomial
658_fri_c3_250_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808376380658347;train;0.891002553333333;3;160;326;5;24;175;continuous
658_fri_c3_250_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.9320882697706;test;0.891002553333333;3;160;326;5;24;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218365917225535;train;1.52514704833333;9;280;578;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355204704888826;test;1.52514704833333;9;280;578;5;5;175;continuous
fars;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83318391744841;train;35.13395507;0;5;10;5;21;70678;multinomial
fars;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814906806216453;test;35.13395507;0;5;10;5;21;70678;multinomial
650_fri_c0_500_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.427428911222695;train;1.241136735;3;160;326;50;50;350;continuous
650_fri_c0_500_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499465186694893;test;1.241136735;3;160;326;50;50;350;continuous
522_pm10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842324620001139;train;1.36296515;8;14;218;7;7;350;continuous
522_pm10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832250412330222;test;1.36296515;8;14;218;7;7;350;continuous
645_fri_c3_500_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817984637624157;train;0.474257076666667;7;170;354;12;50;350;continuous
645_fri_c3_500_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807385457344332;test;0.474257076666667;7;170;354;12;50;350;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230321990182318;train;1.98437026833333;5;200;410;6;10;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290854937594176;test;1.98437026833333;5;200;410;6;10;700;continuous
pendigits;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99910054276507;train;6.62768418666667;3;160;326;16;16;7695;multinomial
pendigits;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998821859747781;test;6.62768418666667;3;160;326;16;16;7695;multinomial
605_fri_c2_250_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.771927888239788;train;2.02098159666667;7;50;318;10;25;175;continuous
605_fri_c2_250_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818825602099369;test;2.02098159666667;7;50;318;10;25;175;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770419515666383;train;1.22625891833333;8;98;360;35;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861809276355214;test;1.22625891833333;8;98;360;35;50;350;continuous
movement_libras;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126103839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.56961065333333;3;160;326;17;22;252;multinomial
movement_libras;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126103839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96630093042508;test;1.56961065333333;3;160;326;17;22;252;multinomial
backache;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935227272727273;train;4.97242102166667;20;500;1040;29;31;126;binomial
backache;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.762962962962963;test;4.97242102166667;20;500;1040;29;31;126;binomial
195_auto_price;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.269158871836287;train;0.601032218333333;11;55;522;7;11;112;continuous
195_auto_price;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.344572304209734;test;0.601032218333333;11;55;522;7;11;112;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.420719562101523;train;0.200878475;3;90;186;49;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125202421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569480274144707;test;0.200878475;3;90;186;49;50;350;continuous
analcatdata_boxing2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903561517113783;train;0.556619293333333;3;160;326;1;3;93;binomial
analcatdata_boxing2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811428571428571;test;0.556619293333333;3;160;326;1;3;93;binomial
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473840704752353;train;2.90807447666667;9;100;402;23;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485093476359983;test;2.90807447666667;9;100;402;23;50;700;continuous
titanic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757604606131618;train;0.308751533333333;6;28;268;7;7;1545;binomial
titanic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767102524416929;test;0.308751533333333;6;28;268;7;7;1545;binomial
page_blocks;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993283796133633;train;5.584729955;9;280;578;4;7;3832;multinomial
page_blocks;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983300621896478;test;5.584729955;9;280;578;4;7;3832;multinomial
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contraceptive;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.744735923961276;test;1.00517078833333;3;160;326;9;9;1032;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126090141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907770947217701;train;9.99480931833333;20;434;908;10;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126090141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747861938348844;test;9.99480931833333;20;434;908;10;11;3429;multinomial
195_auto_price;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.410174868427046;train;0.521165716666667;6;20;248;10;10;112;continuous
195_auto_price;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.376806988486569;test;0.521165716666667;6;20;248;10;10;112;continuous
579_fri_c0_250_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478945457934386;train;0.113000203333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493869963769985;test;0.113000203333333;3;25;156;5;5;175;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.590652385185695;train;0.94077322165;9;20;374;9;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.569899476976322;test;0.94077322165;9;20;374;9;10;70;continuous
backache;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983810037776579;train;0.679903796666667;3;160;326;8;32;126;binomial
backache;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.633152173913044;test;0.679903796666667;3;160;326;8;32;126;binomial
buggyCrx;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927893410652031;train;1.09227212666667;5;200;410;9;13;483;binomial
buggyCrx;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928351012536162;test;1.09227212666667;5;200;410;9;13;483;binomial
auto;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914040037377803;train;6.01749878;6;21;234;16;21;142;multinomial
auto;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859700280112045;test;6.01749878;6;21;234;16;21;142;multinomial
505_tecator;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0855350339824726;train;0.185725513333333;3;66;186;15;17;168;continuous
505_tecator;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0941369455026734;test;0.185725513333333;3;66;186;15;17;168;continuous
228_elusage;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336081292298828;train;0.617250903333333;3;160;326;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445375566272436;test;0.617250903333333;3;160;326;1;1;39;continuous
allrep;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125182500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961066230936819;train;1.62277;17;24;680;15;24;2641;multinomial
allrep;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125182500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95152829428928;test;1.62277;17;24;680;15;24;2641;multinomial
sonar;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997932330827068;train;0.752576806666667;3;160;326;58;59;146;binomial
sonar;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848677248677249;test;0.752576806666667;3;160;326;58;59;146;binomial
192_vineyard;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.549496059933476;train;0.0330268783333333;3;2;16;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845528536254433;test;0.0330268783333333;3;2;16;1;1;37;continuous
appendicitis;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878803245436106;train;0.559086476666667;3;160;326;1;4;75;binomial
appendicitis;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819444444444445;test;0.559086476666667;3;160;326;1;4;75;binomial
612_fri_c1_1000_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841445398283446;train;1.37545890666667;5;200;410;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856540502052296;test;1.37545890666667;5;200;410;5;5;700;continuous
620_fri_c1_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825511564403685;train;0.405811308333333;3;50;146;9;25;700;continuous
620_fri_c1_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868485369835509;test;0.405811308333333;3;50;146;9;25;700;continuous
560_bodyfat;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0643602192649724;train;0.74352623665;3;26;150;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.107331765623071;test;0.74352623665;3;26;150;1;13;177;continuous
schizo;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125132110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.658422069676672;train;0.167578635;6;13;144;2;13;238;multinomial
schizo;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125132110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.62390022675737;test;0.167578635;6;13;144;2;13;238;multinomial
561_cpu;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.162176027723155;train;1.323129195;7;240;494;3;7;147;continuous
561_cpu;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124202518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.195843546261932;test;1.323129195;7;240;494;3;7;147;continuous
228_elusage;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523236056573814;train;0.602377535;3;160;326;1;1;39;continuous
228_elusage;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.646393553462498;test;0.602377535;3;160;326;1;1;39;continuous
197_cpu_act;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125102411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.280430715541583;train;2.14300845166667;8;228;472;3;16;5735;continuous
197_cpu_act;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125102411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.284617297172559;test;2.14300845166667;8;228;472;3;16;5735;continuous
wdbc;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992771084337349;train;1.06520845166667;3;160;326;10;22;399;binomial
wdbc;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979241338112306;test;1.06520845166667;3;160;326;10;22;399;binomial
vehicle;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950818152097781;train;2.13381854;3;13;78;13;13;593;multinomial
vehicle;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940503517646375;test;2.13381854;3;13;78;13;13;593;multinomial
analcatdata_happiness;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827899877899878;train;0.643692553333333;3;160;326;1;3;42;multinomial
analcatdata_happiness;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.707936507936508;test;0.643692553333333;3;160;326;1;3;42;multinomial
calendarDOW;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824709930733807;train;0.30060445;8;15;216;4;15;280;multinomial
calendarDOW;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.690462244897959;test;0.30060445;8;15;216;4;15;280;multinomial
pima;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828461021505376;train;1.17890075165;8;260;536;8;8;538;binomial
pima;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865853658536585;test;1.17890075165;8;260;536;8;8;538;binomial
562_cpu_small;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190988486865748;train;10.1360765683333;5;200;410;10;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218021606184714;test;10.1360765683333;5;200;410;10;12;5735;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86474710612343;train;1.27399052333333;5;200;410;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817050886273997;test;1.27399052333333;5;200;410;4;4;70;continuous
german;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846271106941839;train;2.59964222666667;20;336;712;19;20;700;binomial
german;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776755852842809;test;2.59964222666667;20;336;712;19;20;700;binomial
prnn_synth;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927712418300653;train;0.07163205;3;2;16;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953571428571429;test;0.07163205;3;2;16;2;2;175;binomial
mfeat_factors;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998760821601026;train;3.99425541166667;3;160;326;137;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997742705609302;test;3.99425541166667;3;160;326;137;137;1400;multinomial
ecoli;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125200154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982002954494864;train;0.0579321183333333;3;6;44;5;6;229;multinomial
ecoli;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125200154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981430205949657;test;0.0579321183333333;3;6;44;5;6;229;multinomial
satimage;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991909814933619;train;3.14637679166667;3;160;326;25;25;4505;multinomial
satimage;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985469248411086;test;3.14637679166667;3;160;326;25;25;4505;multinomial
344_mv;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433164505777344;train;4.783870395;8;20;330;8;10;28538;continuous
344_mv;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.42703030411969;test;4.783870395;8;20;330;8;10;28538;continuous
503_wind;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470794851322515;train;1.59923749666667;7;192;398;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467500948602034;test;1.59923749666667;7;192;398;13;14;4602;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757116621884882;train;1.46849801166667;8;20;332;6;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.900697016585124;test;1.46849801166667;8;20;332;6;10;175;continuous
pendigits;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999216892906089;train;4.52708837333333;3;160;326;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998748251749583;test;4.52708837333333;3;160;326;16;16;7695;multinomial
678_visualizing_environmental;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.665195886013396;train;0.59546797;3;160;326;1;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.827417924117885;test;0.59546797;3;160;326;1;3;78;continuous
appendicitis;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844262295081967;train;0.349077755;12;16;334;1;4;75;binomial
appendicitis;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845238095238095;test;0.349077755;12;16;334;1;4;75;binomial
1191_BNG_pbc;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794955733133192;train;37.1430092;5;36;230;18;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794181061714169;test;37.1430092;5;36;230;18;18;700000;continuous
195_auto_price;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192522254610958;train;0.566808455;3;160;326;4;11;112;continuous
195_auto_price;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331177597592758;test;0.566808455;3;160;326;4;11;112;continuous
auto;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946035763478945;train;0.634856081666667;9;21;344;14;21;142;multinomial
auto;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857892231991611;test;0.634856081666667;9;21;344;14;21;142;multinomial
schizo;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124212746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670353593668275;train;2.18693314833333;10;13;264;11;13;238;multinomial
schizo;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124212746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.558408336012001;test;2.18693314833333;10;13;264;11;13;238;multinomial
german;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813519757191463;train;4.934897195;11;20;430;7;20;700;binomial
german;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.753778945111492;test;4.934897195;11;20;430;7;20;700;binomial
german;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924133301366579;train;1.704668355;6;220;452;20;20;700;binomial
german;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.74812585499316;test;1.704668355;6;220;452;20;20;700;binomial
waveform_40;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970031736712061;train;0.450802731666667;5;40;220;24;40;3500;multinomial
waveform_40;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974767902131131;test;0.450802731666667;5;40;220;24;40;3500;multinomial
201_pol;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214704724258761;train;9.551162755;6;220;452;26;26;10500;continuous
201_pol;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221766530869656;test;9.551162755;6;220;452;26;26;10500;continuous
letter;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963247095441547;train;30.9624275216667;4;180;368;13;16;14000;multinomial
letter;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125172659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961354568112133;test;30.9624275216667;4;180;368;13;16;14000;multinomial
687_sleuth_ex1605;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.93771218709071;train;0.853802858333333;3;160;326;0;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.9935039755682;test;0.853802858333333;3;160;326;0;5;44;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.44645784456249;train;0.154627203333333;13;5;140;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.233889300371391;test;0.154627203333333;13;5;140;1;1;33;continuous
1201_BNG_breastTumor;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126094533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916326973831332;train;14.08013039;6;220;452;6;9;81648;continuous
1201_BNG_breastTumor;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126094533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916902536744224;test;14.08013039;6;220;452;6;9;81648;continuous
562_cpu_small;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320537501547868;train;1.85253827001667;5;24;202;3;12;5735;continuous
562_cpu_small;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318630077813723;test;1.85253827001667;5;24;202;3;12;5735;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267666758801525;train;1.78090873;14;303;634;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.566384706002214;test;1.78090873;14;303;634;5;5;175;continuous
allhyper;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986765465634491;train;19.2772608666667;3;24;120;24;24;2640;multinomial
allhyper;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989463869463869;test;19.2772608666667;3;24;120;24;24;2640;multinomial
579_fri_c0_250_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124184644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262521079079114;train;1.74423344166667;9;280;578;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124184644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492605498642114;test;1.74423344166667;9;280;578;5;5;175;continuous
vehicle;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125153609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943311986531196;train;0.334723238333333;12;13;268;13;13;593;multinomial
vehicle;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125153609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934932049968282;test;0.334723238333333;12;13;268;13;13;593;multinomial
bupa;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840437158469945;train;1.25366778333333;6;220;452;5;5;242;binomial
bupa;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.648526077097506;test;1.25366778333333;6;220;452;5;5;242;binomial
contraceptive;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720997935112041;train;1.73609854833333;9;225;468;5;9;1032;multinomial
contraceptive;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.72614055565827;test;1.73609854833333;9;225;468;5;9;1032;multinomial
mfeat_zernike;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988175526532415;train;27.2268713566667;3;31;136;32;33;1400;multinomial
mfeat_zernike;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980605483601348;test;27.2268713566667;3;31;136;32;33;1400;multinomial
201_pol;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867195249191345;train;3.93910378333333;11;320;662;24;26;10500;continuous
201_pol;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86844758376521;test;3.93910378333333;11;320;662;24;26;10500;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834922499861483;train;0.957801308333333;6;20;250;7;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853291265438503;test;0.957801308333333;6;20;250;7;10;175;continuous
spambase;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977160420858282;train;1.60018372333333;3;160;326;51;53;3221;binomial
spambase;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972934099547069;test;1.60018372333333;3;160;326;51;53;3221;binomial
titanic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124184519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806630825786501;train;0.653029355;10;28;440;7;7;1545;binomial
titanic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124184519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820056088473125;test;0.653029355;10;28;440;7;7;1545;binomial
movement_libras;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126115023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999100181008076;train;1.097282385;10;22;374;16;22;252;multinomial
movement_libras;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126115023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94201278659612;test;1.097282385;10;22;374;16;22;252;multinomial
breast_w;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.23265041335;3;36;158;8;9;490;binomial
breast_w;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985635576544668;test;0.23265041335;3;36;158;8;9;490;binomial
vowel;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969939561343805;train;6.09312182833333;3;13;86;11;13;693;multinomial
vowel;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959917233528311;test;6.09312182833333;3;13;86;11;13;693;multinomial
mfeat_karhunen;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997772388530381;train;4.216916485;8;260;536;42;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998369933706579;test;4.216916485;8;260;536;42;64;1400;multinomial
sleep;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890122950601618;train;31.8272469249833;2;140;284;13;13;74136;multinomial
sleep;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8887432973207;test;31.8272469249833;2;140;284;13;13;74136;multinomial
635_fri_c0_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.578117315204926;train;0.299796453333333;6;50;292;7;10;175;continuous
635_fri_c0_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455787696742414;test;0.299796453333333;6;50;292;7;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125132125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195310899874501;train;2.625284195;15;336;702;7;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125132125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42482503223292;test;2.625284195;15;336;702;7;10;175;continuous
1196_BNG_pharynx;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661039756255708;train;343.338293001667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662188271206916;test;343.338293001667;0;100;200;5;10;700000;continuous
mfeat_zernike;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125101012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982252843761822;train;3.083240155;3;160;326;32;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125101012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974267632418336;test;3.083240155;3;160;326;32;32;1400;multinomial
1030_ERA;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.733560765959715;train;0.70394847;3;160;326;4;4;700;continuous
1030_ERA;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793855256740291;test;0.70394847;3;160;326;4;4;700;continuous
analcatdata_germangss;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792451251805489;train;0.066578495;5;5;56;4;5;280;multinomial
analcatdata_germangss;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719270999468368;test;0.066578495;5;5;56;4;5;280;multinomial
heart_c;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94551282051282;train;2.79464368833333;19;402;846;11;13;213;binomial
heart_c;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901289682539683;test;2.79464368833333;19;402;846;11;13;213;binomial
626_fri_c2_500_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864325311416566;train;0.723944070016667;3;160;326;10;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860654282381985;test;0.723944070016667;3;160;326;10;50;350;continuous
allhyper;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989728839863283;train;2.80236774;7;240;494;19;24;2640;multinomial
allhyper;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991520979020979;test;2.80236774;7;240;494;19;24;2640;multinomial
analcatdata_boxing2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125135542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747863247863248;train;0.251638323333333;8;3;54;1;3;93;binomial
analcatdata_boxing2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125135542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585561497326203;test;0.251638323333333;8;3;54;1;3;93;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0448489416666667;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0448489416666667;3;4;32;0;1;849;binomial
650_fri_c0_500_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.448194174120774;train;1.89870101833333;8;228;472;21;50;350;continuous
650_fri_c0_500_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495475115997415;test;1.89870101833333;8;228;472;21;50;350;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.874138024416211;train;52.6268451;1;120;242;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.88182606644421;test;52.6268451;1;120;242;9;9;81648;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871302624785768;train;1.49466485666667;7;218;450;4;5;700;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852654612617414;test;1.49466485666667;7;218;450;4;5;700;continuous
678_visualizing_environmental;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.694327046473025;train;0.329286566666667;10;15;310;3;3;78;continuous
678_visualizing_environmental;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.945628603001397;test;0.329286566666667;10;15;310;3;3;78;continuous
645_fri_c3_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256517930277283;train;1.836846535;5;200;410;6;50;350;continuous
645_fri_c3_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411012419560323;test;1.836846535;5;200;410;6;50;350;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526604609164666;train;0.384947556666667;8;50;376;10;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51460673440503;test;0.384947556666667;8;50;376;10;10;175;continuous
556_analcatdata_apnea2;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235590880819763;train;4.56454801833333;17;440;914;2;3;333;continuous
556_analcatdata_apnea2;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528366603788685;test;4.56454801833333;17;440;914;2;3;333;continuous
australian;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124191958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932934903819348;train;1.56736325166667;7;13;186;5;13;483;binomial
australian;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124191958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909112237237237;test;1.56736325166667;7;13;186;5;13;483;binomial
buggyCrx;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964093403748576;train;0.838992501683333;3;160;326;10;13;483;binomial
buggyCrx;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908582449373192;test;0.838992501683333;3;160;326;10;13;483;binomial
coil2000;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124211217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699983020160221;train;43.4765690333333;2;35;94;13;59;6876;binomial
coil2000;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124211217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.628657348665741;test;43.4765690333333;2;35;94;13;59;6876;binomial
596_fri_c2_250_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220549105509652;train;1.88962461333333;11;320;662;4;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.572224166819149;test;1.88962461333333;11;320;662;4;5;175;continuous
analcatdata_authorship;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.52826515666667;3;160;326;68;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.52826515666667;3;160;326;68;70;589;multinomial
344_mv;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433186016734835;train;1.19494604333333;3;20;132;10;10;28538;continuous
344_mv;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.427244999395688;test;1.19494604333333;3;20;132;10;10;28538;continuous
579_fri_c0_250_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282683549304615;train;0.610567916666667;3;160;326;5;5;175;continuous
579_fri_c0_250_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.4579363104007;test;0.610567916666667;3;160;326;5;5;175;continuous
horse_colic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902861445783133;train;1.25098033833333;15;88;678;4;22;258;binomial
horse_colic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868629476584022;test;1.25098033833333;15;88;678;4;22;258;binomial
heart_statlog;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954421459422596;train;0.763095728333333;3;160;326;10;13;189;binomial
heart_statlog;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86977886977887;test;0.763095728333333;3;160;326;10;13;189;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883928571428571;train;0.484781906683333;3;160;326;3;3;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759259259259259;test;0.484781906683333;3;160;326;3;3;37;binomial
586_fri_c3_1000_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125185740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805806167534712;train;0.826709218333333;3;160;326;25;25;700;continuous
586_fri_c3_1000_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125185740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826124155688058;test;0.826709218333333;3;160;326;25;25;700;continuous
profb;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.673150806810369;train;0.543062661666667;10;36;452;5;9;471;binomial
profb;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.658922558922559;test;0.543062661666667;10;36;452;5;9;471;binomial
profb;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.651747306321439;train;0.966584643333333;11;9;200;5;9;471;binomial
profb;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.695583424209378;test;0.966584643333333;11;9;200;5;9;471;binomial
adult;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906853392395708;train;2.51233529001667;5;47;250;9;12;34190;binomial
adult;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125132334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900626290712617;test;2.51233529001667;5;47;250;9;12;34190;binomial
344_mv;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.13489505496902;train;6.10342860166667;5;200;410;5;10;28538;continuous
344_mv;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134478196780874;test;6.10342860166667;5;200;410;5;10;28538;continuous
ecoli;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961732208852659;train;0.788345931666667;3;160;326;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979478291316527;test;0.788345931666667;3;160;326;5;5;229;multinomial
631_fri_c1_500_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24114563154217;train;0.760176308333333;3;160;326;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125174305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390099583385528;test;0.760176308333333;3;160;326;5;5;350;continuous
analcatdata_boxing1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644135802469136;train;0.191992986666667;7;12;160;1;3;84;binomial
analcatdata_boxing1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.517361111111111;test;0.191992986666667;7;12;160;1;3;84;binomial
620_fri_c1_1000_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863639168612599;train;0.917783763333333;3;50;146;25;25;700;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80790799866089;test;0.917783763333333;3;50;146;25;25;700;continuous
wine_quality_white;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.660631822789911;train;13.4151538616833;20;455;950;7;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.584961218466137;test;13.4151538616833;20;455;950;7;11;3429;multinomial
651_fri_c0_100_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124184434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533355916948256;train;1.01546212833333;14;125;648;18;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124184434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484142785596095;test;1.01546212833333;14;125;648;18;25;70;continuous
irish;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875198255352895;train;0.439186870016667;6;4;54;3;4;350;binomial
irish;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858495670995671;test;0.439186870016667;6;4;54;3;4;350;binomial
bupa;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677811965811966;train;0.607667258333333;3;160;326;2;5;242;binomial
bupa;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.586161387631976;test;0.607667258333333;3;160;326;2;5;242;binomial
653_fri_c0_250_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399443616312937;train;0.40132577;6;125;312;15;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607037177012926;test;0.40132577;6;125;312;15;25;175;continuous
mfeat_fourier;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974558838642167;train;6.450714795;11;304;630;17;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974388682072529;test;6.450714795;11;304;630;17;76;1400;multinomial
labor;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125103036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997395833333333;train;0.874254556666667;3;160;326;10;15;40;binomial
labor;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125103036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980769230769231;test;0.874254556666667;3;160;326;10;15;40;binomial
new_thyroid;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996164449238883;train;0.72209871;3;160;326;5;5;151;multinomial
new_thyroid;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996650906225374;test;0.72209871;3;160;326;5;5;151;multinomial
page_blocks;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983592385683375;train;0.103171818333333;3;7;50;7;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987340766654594;test;0.103171818333333;3;7;50;7;7;3832;multinomial
penguins;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.989782786666667;3;160;326;5;7;241;multinomial
penguins;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.989782786666667;3;160;326;5;7;241;multinomial
banana;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545368409417486;train;0.250731298333333;11;8;192;2;2;3710;binomial
banana;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.538561680090414;test;0.250731298333333;11;8;192;2;2;3710;binomial
225_puma8NH;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489484268286104;train;6.99676287666667;3;160;326;6;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125123344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548265193360947;test;6.99676287666667;3;160;326;6;8;5735;continuous
573_cpu_act;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.327428132729085;train;3.11986078333333;11;34;458;4;17;5735;continuous
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analcatdata_asbestos;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9;test;0.221741428333333;9;12;234;2;3;59;binomial
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mfeat_karhunen;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995629577532113;test;3.27926630666667;3;160;326;26;64;1400;multinomial
542_pollution;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363293020272653;train;1.74098338666667;8;260;536;4;10;42;continuous
542_pollution;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.725917521382765;test;1.74098338666667;8;260;536;4;10;42;continuous
pendigits;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125190852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997858235171502;train;1.052893305;5;16;140;16;16;7695;multinomial
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596_fri_c2_250_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806202266960582;train;0.0941268366666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841192696150906;test;0.0941268366666667;3;25;156;5;5;175;continuous
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503_wind;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126114907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463077634963083;train;1.99256909166667;12;228;480;14;14;4602;continuous
503_wind;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126114907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460262536099419;test;1.99256909166667;12;228;480;14;14;4602;continuous
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228_elusage;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.375136507643655;train;0.621677343333333;3;160;326;1;1;39;continuous
228_elusage;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467068676369012;test;0.621677343333333;3;160;326;1;1;39;continuous
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wdbc;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.218479811666667;3;75;166;21;21;399;binomial
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613_fri_c3_250_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247677861399988;train;1.55242454166667;11;272;566;4;5;175;continuous
613_fri_c3_250_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387561334984783;test;1.55242454166667;11;272;566;4;5;175;continuous
dis;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.698034445339028;train;8.17112343;9;25;354;3;25;2641;binomial
dis;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.671441360787825;test;8.17112343;9;25;354;3;25;2641;binomial
665_sleuth_case2002;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677070293878931;train;0.643127528333333;3;160;326;1;6;103;continuous
665_sleuth_case2002;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.726946755142086;test;0.643127528333333;3;160;326;1;6;103;continuous
contraceptive;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.591587649293494;train;0.221119481666667;10;9;172;1;9;1032;multinomial
contraceptive;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.604600011636848;test;0.221119481666667;10;9;172;1;9;1032;multinomial
backache;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.835710772257747;train;3.94540236331667;20;500;1040;27;31;126;binomial
backache;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802083333333333;test;3.94540236331667;20;500;1040;27;31;126;binomial
678_visualizing_environmental;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.683310655088369;train;0.145278823333333;5;6;72;3;3;78;continuous
678_visualizing_environmental;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.923923690790004;test;0.145278823333333;5;6;72;3;3;78;continuous
sonar;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91109022556391;train;1.55153579333333;5;60;222;37;60;146;binomial
sonar;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845502645502646;test;1.55153579333333;5;60;222;37;60;146;binomial
1030_ERA;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.734218664202374;train;0.24807039;3;6;48;3;3;700;continuous
1030_ERA;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803125348266232;test;0.24807039;3;6;48;3;3;700;continuous
australian;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926710210888372;train;1.42800705;7;13;180;10;13;483;binomial
australian;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934729296359178;test;1.42800705;7;13;180;10;13;483;binomial
new_thyroid;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999332264957265;train;0.0645644966666667;5;5;56;2;5;151;multinomial
new_thyroid;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994729907773386;test;0.0645644966666667;5;5;56;2;5;151;multinomial
fars;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125182934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731072113178727;train;49.1858637716667;0;100;200;2;21;70678;multinomial
fars;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125182934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.707644192798091;test;49.1858637716667;0;100;200;2;21;70678;multinomial
605_fri_c2_250_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.774969223550864;train;2.17965803166667;7;240;494;18;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837126220686615;test;2.17965803166667;7;240;494;18;25;175;continuous
spambase;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971868379322818;train;1.32997769833333;3;160;326;50;54;3221;binomial
spambase;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968586185969603;test;1.32997769833333;3;160;326;50;54;3221;binomial
mfeat_factors;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.48527619666667;3;66;138;107;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990616122676382;test;1.48527619666667;3;66;138;107;133;1400;multinomial
603_fri_c0_250_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564814146167842;train;2.15972856;8;260;536;35;50;175;continuous
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churn;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126093641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868048252522343;train;4.74013153333333;10;15;284;6;15;3500;binomial
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628_fri_c3_1000_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841199389632747;test;0.38805212;10;25;450;5;5;700;continuous
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credit_g;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950253243599528;train;4.50387062666667;19;455;948;13;20;700;binomial
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movement_libras;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97886476533051;train;22.64195463165;7;19;248;10;19;252;multinomial
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1030_ERA;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124213132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739561953898483;train;0.226978165;3;8;60;4;4;700;continuous
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201_pol;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.69380908866513;train;4.06341847833333;5;41;226;4;26;10500;continuous
201_pol;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.697005712868672;test;4.06341847833333;5;41;226;4;26;10500;continuous
clean1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.390778665;3;34;74;2;92;334;binomial
clean1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.390778665;3;34;74;2;92;334;binomial
glass;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86980673197236;train;0.75416049835;3;9;60;3;9;144;multinomial
glass;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80087962962963;test;0.75416049835;3;9;60;3;9;144;multinomial
1096_FacultySalaries;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559673408707889;train;0.615233503333333;3;160;326;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.494780294887544;test;0.615233503333333;3;160;326;1;2;35;continuous
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612_fri_c1_1000_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861706870704721;test;0.116913806666667;3;25;156;5;5;700;continuous
confidence;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95271164021164;train;0.627846126666667;3;160;326;1;1;51;multinomial
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waveform_21;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125200030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951941594909964;train;2.8904828;7;240;494;15;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125200030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954345161673561;test;2.8904828;7;240;494;15;21;3500;multinomial
analcatdata_boxing2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752801120448179;train;0.120410913333333;5;12;132;1;3;93;binomial
analcatdata_boxing2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542105263157895;test;0.120410913333333;5;12;132;1;3;93;binomial
mfeat_morphological;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917693206850587;train;0.0515760883333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910560227661813;test;0.0515760883333333;3;2;16;2;2;1400;multinomial
auto;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.396298586666667;9;21;282;0;21;142;multinomial
auto;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.396298586666667;9;21;282;0;21;142;multinomial
1191_BNG_pbc;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.790162543600979;train;499.099419385;0;100;200;5;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.792106533674771;test;499.099419385;0;100;200;5;18;700000;continuous
spectf;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892203035060178;train;1.932871815;9;280;578;7;44;245;binomial
spectf;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822048611111111;test;1.932871815;9;280;578;7;44;245;binomial
analcatdata_aids;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697368421052632;train;0.0779313066666667;3;3;24;2;3;35;binomial
analcatdata_aids;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.648148148148148;test;0.0779313066666667;3;3;24;2;3;35;binomial
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505623759655417;train;0.934817095;8;20;336;8;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496978281800005;test;0.934817095;8;20;336;8;10;700;continuous
564_fried;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125135932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487603026890584;train;0.869298401666667;3;20;128;7;10;28538;continuous
564_fried;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125135932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48987288560175;test;0.869298401666667;3;20;128;7;10;28538;continuous
dermatology;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.02537129333333;3;160;326;26;26;257;multinomial
dermatology;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996190476190476;test;1.02537129333333;3;160;326;26;26;257;multinomial
horse_colic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889089951964204;train;0.567945475;9;80;426;2;22;258;binomial
horse_colic;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855213675213675;test;0.567945475;9;80;426;2;22;258;binomial
mfeat_factors;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.15597641166667;5;96;222;34;133;1400;multinomial
mfeat_factors;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993804187009697;test;1.15597641166667;5;96;222;34;133;1400;multinomial
197_cpu_act;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.310703461414523;train;1.46740430833333;3;160;326;5;17;5735;continuous
197_cpu_act;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.327548779845681;test;1.46740430833333;3;160;326;5;17;5735;continuous
analcatdata_happiness;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124183118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837832840236686;train;0.0558211866666667;5;3;36;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124183118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.58843537414966;test;0.0558211866666667;5;3;36;1;3;42;multinomial
562_cpu_small;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315617902691063;train;1.12596142333333;5;24;200;3;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329166337985614;test;1.12596142333333;5;24;200;3;12;5735;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228651594239742;train;2.51163211331667;12;340;704;4;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524392475074002;test;2.51163211331667;12;340;704;4;25;175;continuous
637_fri_c1_500_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84885716969671;train;0.428514341666667;3;72;150;3;50;350;continuous
637_fri_c1_500_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.898281000901138;test;0.428514341666667;3;72;150;3;50;350;continuous
new_thyroid;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.667650106666667;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997785160575858;test;0.667650106666667;3;160;326;5;5;151;multinomial
phoneme;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125203535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814146433332373;train;0.28026842335;6;20;204;5;5;3783;binomial
phoneme;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125203535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.808682144584589;test;0.28026842335;6;20;204;5;5;3783;binomial
labor;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.63691787;3;160;326;15;15;40;binomial
labor;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.63691787;3;160;326;15;15;40;binomial
503_wind;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455198127971666;train;0.634411695;3;62;176;14;14;4602;continuous
503_wind;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46646688682903;test;0.634411695;3;62;176;14;14;4602;continuous
tae;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.693697485364152;train;0.0451021283333333;3;5;38;5;5;106;multinomial
tae;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768178104575163;test;0.0451021283333333;3;5;38;5;5;106;multinomial
penguins;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.751219981666667;3;160;326;6;7;241;multinomial
penguins;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.751219981666667;3;160;326;6;7;241;multinomial
1096_FacultySalaries;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315532224794132;train;0.107961243333333;6;10;138;1;2;35;continuous
1096_FacultySalaries;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.55759236426932;test;0.107961243333333;6;10;138;1;2;35;continuous
churn;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126093240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861126202411822;train;1.95775611;6;204;420;7;15;3500;binomial
churn;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126093240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858047385620915;test;1.95775611;6;204;420;7;15;3500;binomial
spectf;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926098049936213;train;5.19791508166667;8;44;348;28;44;245;binomial
spectf;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875;test;5.19791508166667;8;44;348;28;44;245;binomial
649_fri_c0_500_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479144257010714;train;0.846875546666667;3;160;326;5;5;350;continuous
649_fri_c0_500_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44330602217592;test;0.846875546666667;3;160;326;5;5;350;continuous
breast_cancer_wisconsin;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999892322601486;train;0.830920836666667;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986733490566038;test;0.830920836666667;3;160;326;22;22;399;binomial
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822124713139287;train;1.58933618165;5;200;410;6;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89088220819287;test;1.58933618165;5;200;410;6;10;700;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830844318566955;train;0.313329013333333;6;50;292;10;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820373745040487;test;0.313329013333333;6;50;292;10;10;350;continuous
522_pm10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441010569572798;train;0.886189916666667;3;160;326;7;7;350;continuous
522_pm10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.742867051640523;test;0.886189916666667;3;160;326;7;7;350;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.313651584697326;train;0.512950843333333;5;8;92;4;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315525314550987;test;0.512950843333333;5;8;92;4;4;227;continuous
heart_c;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938447814451383;train;1.019708175;14;52;628;7;13;213;binomial
heart_c;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870856011875309;test;1.019708175;14;52;628;7;13;213;binomial
596_fri_c2_250_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817683331685036;train;0.16482895335;3;10;72;5;5;175;continuous
596_fri_c2_250_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795473818416486;test;0.16482895335;3;10;72;5;5;175;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828305426662158;train;2.30822724166667;20;315;670;2;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126111602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.999418813224106;test;2.30822724166667;20;315;670;2;5;70;continuous
1191_BNG_pbc;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791214341476293;train;383.154302408333;0;100;200;5;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791260162687428;test;383.154302408333;0;100;200;5;18;700000;continuous
sonar;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895586854460094;train;0.90763593;3;56;138;37;60;146;binomial
sonar;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838675213675214;test;0.90763593;3;56;138;37;60;146;binomial
mnist;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.556873534123169;train;2.62163552833333;0;5;10;10;582;49000;multinomial
mnist;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.556250679450833;test;2.62163552833333;0;5;10;10;582;49000;multinomial
628_fri_c3_1000_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853307895430183;train;0.876461255;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865019198580427;test;0.876461255;3;160;326;5;5;700;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124175921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843674323238493;train;2.71388503333333;20;391;822;4;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124175921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811982121343618;test;2.71388503333333;20;391;822;4;25;350;continuous
557_analcatdata_apnea1;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.341481091226946;train;0.216906488333333;3;6;48;0;3;333;continuous
557_analcatdata_apnea1;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.349988968714888;test;0.216906488333333;3;6;48;0;3;333;continuous
fars;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841559463104904;train;55.1620976283333;0;100;200;21;21;70678;multinomial
fars;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885140889139234;test;55.1620976283333;0;100;200;21;21;70678;multinomial
hepatitis;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85841170323929;train;1.03908255833333;6;220;452;18;19;109;binomial
hepatitis;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766666666666667;test;1.03908255833333;6;220;452;18;19;109;binomial
magic;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854197691707226;train;0.43914908;5;36;218;8;9;13314;binomial
magic;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851555520161995;test;0.43914908;5;36;218;8;9;13314;binomial
207_autoPrice;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206149823018208;train;0.778457718333333;3;160;326;10;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268945369058483;test;0.778457718333333;3;160;326;10;11;112;continuous
satimage;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97795900347864;train;30.24249052;3;25;110;20;25;4505;multinomial
satimage;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980055711690395;test;30.24249052;3;25;110;20;25;4505;multinomial
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799124843750163;train;0.160689775;3;85;176;24;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841603848804616;test;0.160689775;3;85;176;24;25;700;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234545006447601;train;1.97788752333333;7;240;494;12;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413801000443592;test;1.97788752333333;7;240;494;12;50;350;continuous
218_house_8L;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390599765600001;train;12.1162887733333;3;160;326;8;8;15949;continuous
218_house_8L;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386238170159431;test;12.1162887733333;3;160;326;8;8;15949;continuous
1196_BNG_pharynx;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657170842347243;train;5.18763476498333;7;50;334;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.65767606668577;test;5.18763476498333;7;50;334;10;10;700000;continuous
credit_g;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829154423136406;train;0.663665413333333;7;80;334;14;20;700;binomial
credit_g;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731132075471698;test;0.663665413333333;7;80;334;14;20;700;binomial
lupus;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873873873873874;train;0.575262963316667;3;160;326;2;2;61;binomial
lupus;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76969696969697;test;0.575262963316667;3;160;326;2;2;61;binomial
635_fri_c0_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.440900718337747;train;1.14466600833333;5;200;410;5;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.615441000000912;test;1.14466600833333;5;200;410;5;10;175;continuous
analcatdata_germangss;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125185524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816388540461248;train;0.180080081666667;11;5;116;5;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125185524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734917153996101;test;0.180080081666667;11;5;116;5;5;280;multinomial
bupa;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.69207650273224;train;0.447755331666667;13;20;448;5;5;242;binomial
bupa;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708994708994709;test;0.447755331666667;13;20;448;5;5;242;binomial
flags;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898220532039976;train;0.779329233333333;10;39;432;16;39;125;multinomial
flags;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.695996472663139;test;0.779329233333333;10;39;432;16;39;125;multinomial
allrep;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125201231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937982207697894;train;33.9447213366667;6;24;246;23;24;2641;multinomial
allrep;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125201231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945225272802402;test;33.9447213366667;6;24;246;23;24;2641;multinomial
magic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853761679608847;train;0.780141291666667;8;36;360;8;9;13314;binomial
magic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84056521462131;test;0.780141291666667;8;36;360;8;9;13314;binomial
537_houses;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.60397019501187;train;0.198764043333333;3;25;156;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606254484526344;test;0.198764043333333;3;25;156;5;5;14448;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915610806170419;train;0.426920305;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914146584224174;test;0.426920305;3;45;166;9;9;81648;continuous
225_puma8NH;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.50242196024581;train;4.84675186833333;11;256;534;5;8;5735;continuous
225_puma8NH;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522001673381437;test;4.84675186833333;11;256;534;5;8;5735;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785339823918297;train;0.14783629;3;10;72;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871557177204878;test;0.14783629;3;10;72;5;5;175;continuous
glass2;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804885590599876;train;0.967222736666667;11;9;206;8;9;115;binomial
glass2;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779541446208113;test;0.967222736666667;11;9;206;8;9;115;binomial
644_fri_c4_250_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77493038004778;train;1.05975610333333;14;125;648;12;25;175;continuous
644_fri_c4_250_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870966398428691;test;1.05975610333333;14;125;648;12;25;175;continuous
657_fri_c2_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856480400380065;train;0.663987035;5;20;212;9;10;175;continuous
657_fri_c2_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846233242879566;test;0.663987035;5;20;212;9;10;175;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473473375034901;train;0.32240990335;3;10;72;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434161220273287;test;0.32240990335;3;10;72;5;5;350;continuous
Hill_Valley_without_noise;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.529560970194816;train;0.566019895;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124190654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.475099055166108;test;0.566019895;3;160;326;1;1;849;binomial
schizo;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.775228112209244;train;3.01095011166667;20;429;898;3;13;238;multinomial
schizo;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.565418300653595;test;3.01095011166667;20;429;898;3;13;238;multinomial
auto;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998994797473058;train;1.19776430666667;5;200;410;14;20;142;multinomial
auto;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973790627362056;test;1.19776430666667;5;200;410;14;20;142;multinomial
605_fri_c2_250_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782723118836722;train;2.20041305333333;13;328;682;21;25;175;continuous
605_fri_c2_250_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917551032704594;test;2.20041305333333;13;328;682;21;25;175;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176307990537447;train;2.82720655998333;6;220;452;7;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29012980814451;test;2.82720655998333;6;220;452;7;10;700;continuous
analcatdata_boxing2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752801120448179;train;0.228453556666667;7;12;178;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542105263157895;test;0.228453556666667;7;12;178;1;3;93;binomial
649_fri_c0_500_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474076386032107;train;0.442804923333333;3;10;72;5;5;350;continuous
649_fri_c0_500_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440567106953273;test;0.442804923333333;3;10;72;5;5;350;continuous
mfeat_fourier;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124175010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978503232418266;train;3.69617498166667;5;200;410;24;76;1400;multinomial
mfeat_fourier;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124175010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96431053018203;test;3.69617498166667;5;200;410;24;76;1400;multinomial
503_wind;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38873264398511;train;11.19934309165;16;420;872;13;14;4602;continuous
503_wind;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458888423401738;test;11.19934309165;16;420;872;13;14;4602;continuous
buggyCrx;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935539409799938;train;1.13754351166667;6;220;452;11;13;483;binomial
buggyCrx;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850382128159906;test;1.13754351166667;6;220;452;11;13;483;binomial
magic;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868235592841517;train;2.07772390333333;3;9;62;9;9;13314;binomial
magic;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859073609747828;test;2.07772390333333;3;9;62;9;9;13314;binomial
712_chscase_geyser1;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434711598854212;train;0.131825345;3;4;32;1;2;156;continuous
712_chscase_geyser1;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.541496984439904;test;0.131825345;3;4;32;1;2;156;continuous
624_fri_c0_100_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125181936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320273339470746;train;0.619897236666667;3;160;326;4;5;70;continuous
624_fri_c0_100_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125181936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.589561316099828;test;0.619897236666667;3;160;326;4;5;70;continuous
645_fri_c3_500_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125194654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826306100873794;train;0.71403668;3;160;326;5;50;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125194654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772671839795176;test;0.71403668;3;160;326;5;50;350;continuous
fars;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865462348770461;train;44.9819955766833;0;100;200;21;21;70678;multinomial
fars;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.789977465037232;test;44.9819955766833;0;100;200;21;21;70678;multinomial
646_fri_c3_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799248082624396;train;0.303488191666667;7;50;334;5;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80531066353403;test;0.303488191666667;7;50;334;5;10;350;continuous
yeast;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86926317842613;train;6.062029545;8;8;136;7;8;1036;multinomial
yeast;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863192074688973;test;6.062029545;8;8;136;7;8;1036;multinomial
segmentation;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999786772440188;train;1.42103685333333;3;160;326;12;14;1617;multinomial
segmentation;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998590260257601;test;1.42103685333333;3;160;326;12;14;1617;multinomial
712_chscase_geyser1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463471583792313;train;0.650951641666667;3;160;326;2;2;156;continuous
712_chscase_geyser1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505914107068124;test;0.650951641666667;3;160;326;2;2;156;continuous
ann_thyroid;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984270613939609;train;0.651566305;7;21;266;5;21;5040;multinomial
ann_thyroid;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969073943322476;test;0.651566305;7;21;266;5;21;5040;multinomial
cloud;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94054108056266;train;1.60678472168333;10;291;604;2;5;76;multinomial
cloud;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.686342592592593;test;1.60678472168333;10;291;604;2;5;76;multinomial
profb;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.657470891314049;train;0.833081233333333;3;160;326;7;9;471;binomial
profb;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125111708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.687346847850301;test;0.833081233333333;3;160;326;7;9;471;binomial
537_houses;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.579774925086214;train;1.11530530333333;3;12;88;6;6;14448;continuous
537_houses;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.573730644572705;test;1.11530530333333;3;12;88;6;6;14448;continuous
nikuradse_2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830311401387479;train;0.0449598416833333;3;5;40;0;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770478644796743;test;0.0449598416833333;3;5;40;0;1;254;continuous
bupa;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.520683268162173;train;0.645283688333333;3;160;326;1;5;242;binomial
bupa;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.57370820668693;test;0.645283688333333;3;160;326;1;5;242;binomial
satimage;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992067574558482;train;2.51895766666667;3;160;326;25;25;4505;multinomial
satimage;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985146226168696;test;2.51895766666667;3;160;326;25;25;4505;multinomial
616_fri_c4_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820675691750082;train;0.206397473333333;3;90;186;5;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822210615468584;test;0.206397473333333;3;90;186;5;50;350;continuous
663_rabe_266;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.111999763379984;train;1.529901625;6;220;452;2;2;84;continuous
663_rabe_266;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.1214505584489;test;1.529901625;6;220;452;2;2;84;continuous
561_cpu;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0749318930923672;train;0.71228168;3;160;326;7;7;147;continuous
561_cpu;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173707391831037;test;0.71228168;3;160;326;7;7;147;continuous
519_vinnie;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.443789173094375;train;0.109505235;3;4;32;2;2;266;continuous
519_vinnie;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.54453233357921;test;0.109505235;3;4;32;2;2;266;continuous
192_vineyard;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.549496059933476;train;0.072228595;6;2;28;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845528536254433;test;0.072228595;6;2;28;1;1;37;continuous
612_fri_c1_1000_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830718540991097;train;0.113311441666667;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894560684707189;test;0.113311441666667;3;25;156;5;5;700;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.228553810095448;train;0.224185445;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.175751359590641;test;0.224185445;3;6;48;3;3;333;continuous
adult;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920664790751577;train;30.6332027816667;9;280;578;12;12;34190;binomial
adult;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911069049152687;test;30.6332027816667;9;280;578;12;12;34190;binomial
allrep;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966546089549578;train;0.992679815;10;24;416;14;24;2641;multinomial
allrep;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916733124256939;test;0.992679815;10;24;416;14;24;2641;multinomial
horse_colic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126091746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928826530612245;train;1.54142942833333;6;220;452;13;22;258;binomial
horse_colic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126091746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885233918128655;test;1.54142942833333;6;220;452;13;22;258;binomial
542_pollution;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.531832533523718;train;2.24444892;14;316;660;6;10;42;continuous
542_pollution;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.734022678082844;test;2.24444892;14;316;660;6;10;42;continuous
glass2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.809134906231095;train;0.82689341;14;36;628;5;9;115;binomial
glass2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.584392014519056;test;0.82689341;14;36;628;5;9;115;binomial
wine_quality_red;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915204144696156;train;6.02826093833333;13;344;714;10;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.683828997824882;test;6.02826093833333;13;344;714;10;11;1120;multinomial
604_fri_c4_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126103707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844436764310882;train;1.74809397166667;7;240;494;8;10;350;continuous
604_fri_c4_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126103707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798580598050792;test;1.74809397166667;7;240;494;8;10;350;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713688552317227;train;0.165676108333333;3;45;166;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126093223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703809662415153;test;0.165676108333333;3;45;166;9;9;12248;continuous
201_pol;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756337574077553;train;0.233978673333333;3;85;176;15;26;10500;continuous
201_pol;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753611394617952;test;0.233978673333333;3;85;176;15;26;10500;continuous
confidence;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944722222222222;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947222222222222;test;;-Inf;-Inf;;1;1;51;multinomial
687_sleuth_ex1605;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.587695195149271;train;0.54383203335;3;160;326;4;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.703189939041045;test;0.54383203335;3;160;326;4;5;44;continuous
621_fri_c0_100_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460761682224807;train;0.888282615;3;160;326;10;10;70;continuous
621_fri_c0_100_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.600336141440665;test;0.888282615;3;160;326;10;10;70;continuous
segmentation;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124212814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998325981271428;train;0.184343743333333;3;14;94;14;14;1617;multinomial
segmentation;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124212814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996620247264844;test;0.184343743333333;3;14;94;14;14;1617;multinomial
hungarian;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89417035740035;train;0.588375921666667;8;48;376;2;12;206;binomial
hungarian;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172822_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.831404958677686;test;0.588375921666667;8;48;376;2;12;206;binomial
678_visualizing_environmental;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.707140322299952;train;0.07321643;3;15;114;3;3;78;continuous
678_visualizing_environmental;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783027003880189;test;0.07321643;3;15;114;3;3;78;continuous
texture;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999803497870955;train;6.52234390333333;6;188;388;14;15;3850;multinomial
texture;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999579949123408;test;6.52234390333333;6;188;388;14;15;3850;multinomial
601_fri_c1_250_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126095232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791307571723201;train;0.0983766583333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126095232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837464726473341;test;0.0983766583333333;3;25;156;5;5;175;continuous
mfeat_factors;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998299636230189;train;3.613657045;3;160;326;134;134;1400;multinomial
mfeat_factors;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998123406723931;test;3.613657045;3;160;326;134;134;1400;multinomial
608_fri_c3_1000_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251814554317479;train;0.97682072;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317502153427388;test;0.97682072;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822012740813013;train;0.449826015;3;20;134;4;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832783529908813;test;0.449826015;3;20;134;4;10;700;continuous
574_house_16H;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482904500746372;train;7.54900884165;7;30;314;14;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469111138314828;test;7.54900884165;7;30;314;14;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125202123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483752420463431;train;6.62297173166667;7;30;304;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125202123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469028197159278;test;6.62297173166667;7;30;304;15;15;15949;continuous
529_pollen;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.435923451389468;train;0.210257743333333;3;8;60;4;4;2694;continuous
529_pollen;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.442450877522014;test;0.210257743333333;3;8;60;4;4;2694;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124181912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856625022578305;train;0.856382975;9;10;192;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124181912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851628244966246;test;0.856382975;9;10;192;5;5;700;continuous
589_fri_c2_1000_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231455060387102;train;1.43102116;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346135056433045;test;1.43102116;3;160;326;10;25;700;continuous
glass;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890092829525087;train;0.11413394;5;9;92;4;9;144;multinomial
glass;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855138888888889;test;0.11413394;5;9;92;4;9;144;multinomial
591_fri_c1_100_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.440290883203924;train;1.67851867166667;7;240;494;9;9;70;continuous
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615_fri_c4_250_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223820356074654;train;2.186011165;20;319;678;3;10;175;continuous
615_fri_c4_250_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409522865716203;test;2.186011165;20;319;678;3;10;175;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125135119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78826696981544;train;0.174414076666667;3;90;186;8;25;350;continuous
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contraceptive;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.803802988026367;train;2.47555382833333;6;220;452;7;9;1032;multinomial
contraceptive;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.730754843972057;test;2.47555382833333;6;220;452;7;9;1032;multinomial
pendigits;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997427100597329;train;43.914225005;2;16;68;16;16;7695;multinomial
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dis;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776128843092904;train;1.85149824501667;7;208;430;17;25;2641;binomial
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ann_thyroid;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125203923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993019912864169;train;0.74198181;8;21;324;6;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125203923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98588429693266;test;0.74198181;8;21;324;6;21;5040;multinomial
analcatdata_happiness;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867418639053254;train;1.66756183;8;260;536;1;3;42;multinomial
analcatdata_happiness;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.573979591836735;test;1.66756183;8;260;536;1;3;42;multinomial
583_fri_c1_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841349501953881;train;1.034210325;3;72;150;5;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835269220776621;test;1.034210325;3;72;150;5;50;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180156971226642;train;2.599154935;12;320;664;6;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289349347901168;test;2.599154935;12;320;664;6;10;700;continuous
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192_vineyard;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.558965977214168;test;0.238525041683333;12;10;242;2;2;37;continuous
diabetes;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847795857988166;train;0.43220323;8;32;368;6;8;538;binomial
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606_fri_c2_1000_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126103226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792651308015679;train;0.705620231666667;3;20;136;9;10;700;continuous
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1196_BNG_pharynx;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.655907116445519;train;249.023477306667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.65720051427744;test;249.023477306667;0;100;200;5;10;700000;continuous
573_cpu_act;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186526353373185;train;8.92549893;3;160;326;10;16;5735;continuous
573_cpu_act;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215006233920144;test;8.92549893;3;160;326;10;16;5735;continuous
635_fri_c0_250_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.546631345388527;train;0.676425193333333;6;20;252;9;10;175;continuous
635_fri_c0_250_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.533823655057028;test;0.676425193333333;6;20;252;9;10;175;continuous
tokyo1;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997792598601979;train;1.13874350333333;3;160;326;23;23;672;binomial
tokyo1;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978550049883605;test;1.13874350333333;3;160;326;23;23;672;binomial
687_sleuth_ex1605;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668184535496916;train;1.3933438;7;240;494;4;5;44;continuous
687_sleuth_ex1605;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535817914274458;test;1.3933438;7;240;494;4;5;44;continuous
649_fri_c0_500_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473329787817423;train;0.100173455;3;25;156;5;5;350;continuous
649_fri_c0_500_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439330629966546;test;0.100173455;3;25;156;5;5;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221756147951796;train;5.02295065833333;11;320;662;29;50;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124165046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398204492370282;test;5.02295065833333;11;320;662;29;50;350;continuous
706_sleuth_case1202;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.544228054815237;train;0.942784231666667;3;160;326;6;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.570842122794335;test;0.942784231666667;3;160;326;6;6;66;continuous
shuttle;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896734240766262;train;30.74536588;3;160;326;5;7;40600;multinomial
shuttle;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905606749041639;test;30.74536588;3;160;326;5;7;40600;multinomial
twonorm;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997581761823889;train;1.44172817166667;3;160;326;20;20;5180;binomial
twonorm;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998733415661315;test;1.44172817166667;3;160;326;20;20;5180;binomial
bupa;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694153846153846;train;0.739259499983333;3;160;326;5;5;242;binomial
bupa;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.600301659125189;test;0.739259499983333;3;160;326;5;5;242;binomial
satimage;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980117122071277;train;33.23214998165;3;25;116;20;25;4505;multinomial
satimage;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979483193523423;test;33.23214998165;3;25;116;20;25;4505;multinomial
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125143631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.531275137847898;train;0.864277268333333;3;160;326;10;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125143631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.527702532841183;test;0.864277268333333;3;160;326;10;25;700;continuous
1595_poker;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.755352793346066;train;162.654714986667;0;100;200;5;10;717507;continuous
1595_poker;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.755138992826326;test;162.654714986667;0;100;200;5;10;717507;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788538678498019;train;0.161993071666667;3;10;76;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.903135836233531;test;0.161993071666667;3;10;76;5;5;70;continuous
626_fri_c2_500_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.295210929891007;train;1.05793899;3;160;326;10;50;350;continuous
626_fri_c2_500_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406904771658696;test;1.05793899;3;160;326;10;50;350;continuous
706_sleuth_case1202;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.996687297686865;train;2.841469365;9;280;578;6;6;66;continuous
706_sleuth_case1202;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865155447679081;test;2.841469365;9;280;578;6;6;66;continuous
coil2000;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.710936419550897;train;7.92805863833333;6;220;452;2;59;6876;binomial
coil2000;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.720503185570711;test;7.92805863833333;6;220;452;2;59;6876;binomial
654_fri_c0_500_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522543827714856;train;1.02709934333333;5;20;214;10;10;350;continuous
654_fri_c0_500_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540719954560228;test;1.02709934333333;5;20;214;10;10;350;continuous
201_pol;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.698354543928018;train;4.29296277666667;5;44;230;4;26;10500;continuous
201_pol;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.695041571330751;test;4.29296277666667;5;44;230;4;26;10500;continuous
596_fri_c2_250_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786383597944183;train;0.781109066666667;10;10;212;5;5;175;continuous
596_fri_c2_250_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88515637379519;test;0.781109066666667;10;10;212;5;5;175;continuous
wine_recognition;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125105757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.734078516666667;3;160;326;5;13;125;multinomial
wine_recognition;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125105757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993939393939394;test;0.734078516666667;3;160;326;5;13;125;multinomial
294_satellite_image;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468528465003462;train;8.553714915;7;52;314;26;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473749473020261;test;8.553714915;7;52;314;26;26;4505;continuous
ecoli;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125142944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992037516465621;train;0.68731614;3;160;326;4;5;229;multinomial
ecoli;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125142944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971504119873685;test;0.68731614;3;160;326;4;5;229;multinomial
segmentation;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999408642590235;train;1.617357945;3;160;326;10;13;1617;multinomial
segmentation;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999248751790095;test;1.617357945;3;160;326;10;13;1617;multinomial
shuttle;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126104707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947585887903848;train;2.52162755833333;8;8;136;8;8;40600;multinomial
shuttle;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126104707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946282866161674;test;2.52162755833333;8;8;136;8;8;40600;multinomial
Hill_Valley_with_noise;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.568449108778944;train;2.91251829666667;16;420;872;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.501066033138402;test;2.91251829666667;16;420;872;1;1;849;binomial
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125133154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788627431479463;train;0.915050546666667;3;72;150;28;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125133154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856197777170427;test;0.915050546666667;3;72;150;28;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.162153166293017;train;3.73959833166667;10;300;620;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270583909633265;test;3.73959833166667;10;300;620;5;50;700;continuous
cleve;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917355371900826;train;1.50516469333333;8;260;536;8;13;213;binomial
cleve;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897727272727273;test;1.50516469333333;8;260;536;8;13;213;binomial
hypothyroid;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998917362950887;train;2.108502405;3;160;326;10;20;2215;binomial
hypothyroid;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988180869368988;test;2.108502405;3;160;326;10;20;2215;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944444444444444;train;0.578807211666667;3;160;326;2;4;35;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982142857142857;test;0.578807211666667;3;160;326;2;4;35;binomial
598_fri_c0_1000_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124190801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240097130726627;train;1.78033077833333;3;160;326;21;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124190801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432087503959536;test;1.78033077833333;3;160;326;21;25;700;continuous
biomed;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970220741357768;train;0.370561133333333;7;32;326;6;8;147;binomial
biomed;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902777777777778;test;0.370561133333333;7;32;326;6;8;147;binomial
allbp;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979088519841496;train;34.0263529366667;8;25;322;17;25;2641;multinomial
allbp;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974020572450805;test;34.0263529366667;8;25;322;17;25;2641;multinomial
page_blocks;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985840060748612;train;2.57451686666667;3;160;326;5;7;3832;multinomial
page_blocks;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971805072648519;test;2.57451686666667;3;160;326;5;7;3832;multinomial
analcatdata_bankruptcy;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980392156862745;train;0.609834845;3;160;326;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910714285714286;test;0.609834845;3;160;326;2;2;35;binomial
contraceptive;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724899155014984;train;4.17487840833333;11;9;200;3;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.700335250317279;test;4.17487840833333;11;9;200;3;9;1032;multinomial
197_cpu_act;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.27504627049738;train;2.85732490666667;7;240;494;3;16;5735;continuous
197_cpu_act;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.28853778258959;test;2.85732490666667;7;240;494;3;16;5735;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826131079626011;train;0.262773204983333;6;25;282;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79431306726487;test;0.262773204983333;6;25;282;5;5;175;continuous
vowel;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99982968208028;train;1.12374526666667;3;160;326;13;13;693;multinomial
vowel;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99049201123899;test;1.12374526666667;3;160;326;13;13;693;multinomial
ring;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982369201610413;train;4.49240729833333;8;260;536;18;20;5180;binomial
ring;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981105642140813;test;4.49240729833333;8;260;536;18;20;5180;binomial
vehicle;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85371190938994;train;0.194132625;6;13;162;7;13;593;multinomial
vehicle;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844916302721254;test;0.194132625;6;13;162;7;13;593;multinomial
648_fri_c1_250_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.70215866900511;train;2.16900497166667;12;340;704;20;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854344429202454;test;2.16900497166667;12;340;704;20;50;175;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865827890967203;train;0.914047941666667;3;160;326;5;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894038507575878;test;0.914047941666667;3;160;326;5;10;350;continuous
breast_cancer_wisconsin;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99946161300743;train;0.63573325;3;160;326;20;22;399;binomial
breast_cancer_wisconsin;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979510613207547;test;0.63573325;3;160;326;20;22;399;binomial
cmc;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.806262016874687;train;1.44478129666667;5;200;410;9;9;1032;multinomial
cmc;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758548709088098;test;1.44478129666667;5;200;410;9;9;1032;multinomial
fars;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124204255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914191213843761;train;47.3417074566667;0;100;200;21;21;70678;multinomial
fars;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124204255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913035695618131;test;47.3417074566667;0;100;200;21;21;70678;multinomial
654_fri_c0_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54757219938806;train;0.450676329983333;9;50;418;6;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522098723509946;test;0.450676329983333;9;50;418;6;10;350;continuous
letter;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980966933951534;train;2.419162975;3;16;94;16;16;14000;multinomial
letter;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980991863367806;test;2.419162975;3;16;94;16;16;14000;multinomial
230_machine_cpu;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.26401800735703;train;0.67192683;7;12;184;5;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.293649905337618;test;0.67192683;7;12;184;5;6;147;continuous
547_no2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36931520597618;train;2.00315389166667;8;260;536;7;7;350;continuous
547_no2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.627644240867293;test;2.00315389166667;8;260;536;7;7;350;continuous
562_cpu_small;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316466007582791;train;0.295552306666667;6;60;302;3;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.323418430786614;test;0.295552306666667;6;60;302;3;12;5735;continuous
coil2000;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.70278378280016;train;1.14995924831667;3;78;166;2;59;6876;binomial
coil2000;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.716350726848528;test;1.14995924831667;3;78;166;2;59;6876;binomial
344_mv;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126104757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454111578122004;train;0.69711714;8;45;376;8;9;28538;continuous
344_mv;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126104757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451727329537205;test;0.69711714;8;45;376;8;9;28538;continuous
confidence;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912195767195767;train;0.713211748333333;3;160;326;1;1;51;multinomial
confidence;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926666666666667;test;0.713211748333333;3;160;326;1;1;51;multinomial
tokyo1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968612036799681;train;0.200396935;3;76;166;5;24;672;binomial
tokyo1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972924579489962;test;0.200396935;3;76;166;5;24;672;binomial
irish;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907466946622486;train;0.523765335;9;4;78;3;4;350;binomial
irish;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803408455950829;test;0.523765335;9;4;78;3;4;350;binomial
australian;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930953535913516;train;0.432008823333333;7;52;334;5;13;483;binomial
australian;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924596391263058;test;0.432008823333333;7;52;334;5;13;483;binomial
tae;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.697003822003822;train;0.0362658383333333;3;5;38;5;5;106;multinomial
tae;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.766441993464052;test;0.0362658383333333;3;5;38;5;5;106;multinomial
593_fri_c1_1000_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812553696620784;train;0.814152585;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841026069629812;test;0.814152585;3;160;326;10;10;700;continuous
626_fri_c2_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820350070476006;train;0.207803391666667;3;90;186;10;50;350;continuous
626_fri_c2_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851725757196277;test;0.207803391666667;3;90;186;10;50;350;continuous
595_fri_c0_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486970408094174;train;2.42939387166667;20;254;548;5;10;700;continuous
595_fri_c0_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.509473429883714;test;2.42939387166667;20;254;548;5;10;700;continuous
appendicitis;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841334894613583;train;0.078132465;3;16;104;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869047619047619;test;0.078132465;3;16;104;1;4;75;binomial
503_wind;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468124122312503;train;2.194270895;5;28;216;13;14;4602;continuous
503_wind;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480582414178084;test;2.194270895;5;28;216;13;14;4602;continuous
banana;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.554277700683569;train;0.0942519366666667;3;2;16;2;2;3710;binomial
banana;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535135342712999;test;0.0942519366666667;3;2;16;2;2;3710;binomial
592_fri_c4_1000_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823539718468797;train;0.15309846;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837197164539797;test;0.15309846;3;85;176;5;25;700;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.325501517913821;train;0.833443495;3;160;326;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.132934037065313;test;0.833443495;3;160;326;3;3;333;continuous
breast_cancer;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125181934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75354609929078;train;1.18233228833333;19;36;830;4;9;201;binomial
breast_cancer;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125181934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.628666666666667;test;1.18233228833333;19;36;830;4;9;201;binomial
breast_w;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990423462516834;train;0.816273495;3;160;326;8;8;490;binomial
breast_w;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111642_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99478551751279;test;0.816273495;3;160;326;8;8;490;binomial
wdbc;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993467228161106;train;3.48221868333333;20;500;1040;13;21;399;binomial
wdbc;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979194139194139;test;3.48221868333333;20;500;1040;13;21;399;binomial
ionosphere;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963156408808583;train;2.18673771333333;15;336;702;30;32;246;binomial
ionosphere;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908450704225352;test;2.18673771333333;15;336;702;30;32;246;binomial
segmentation;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997193573513975;train;2.838767275;8;212;440;11;13;1617;multinomial
segmentation;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998604390031875;test;2.838767275;8;212;440;11;13;1617;multinomial
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806443589730209;train;0.806789898333333;3;160;326;25;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844714456080694;test;0.806789898333333;3;160;326;25;25;700;continuous
218_house_8L;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459091815638887;train;3.01341075333333;5;200;410;5;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455668228849581;test;3.01341075333333;5;200;410;5;8;15949;continuous
crx;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966384940453323;train;1.30790794166667;6;220;452;14;14;483;binomial
crx;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934750046807714;test;1.30790794166667;6;220;452;14;14;483;binomial
618_fri_c3_1000_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80955312092494;train;0.23935861;3;90;186;9;50;700;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835899812296641;test;0.23935861;3;90;186;9;50;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270349349577844;train;4.73990233333333;9;280;578;20;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438876179430497;test;4.73990233333333;9;280;578;20;25;700;continuous
breast_cancer;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.749013692271989;train;1.56884567666667;8;260;536;5;9;201;binomial
breast_cancer;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678821879382889;test;1.56884567666667;8;260;536;5;9;201;binomial
645_fri_c3_500_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125194654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293447971367344;train;2.83156594833333;16;393;818;3;50;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125194654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428624595880076;test;2.83156594833333;16;393;818;3;50;350;continuous
cleve;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922550629447181;train;0.895485315;5;200;410;10;13;213;binomial
cleve;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878833584715938;test;0.895485315;5;200;410;10;13;213;binomial
522_pm10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834297347076218;train;0.353868426666667;6;35;292;7;7;350;continuous
522_pm10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854849978877726;test;0.353868426666667;6;35;292;7;7;350;continuous
1030_ERA;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125180429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.732483911321574;train;0.63184073;3;160;326;2;4;700;continuous
1030_ERA;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125180429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.782162977684742;test;0.63184073;3;160;326;2;4;700;continuous
505_tecator;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0904188461293817;train;0.700704845;3;160;326;15;17;168;continuous
505_tecator;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0956414501596599;test;0.700704845;3;160;326;15;17;168;continuous
allhyper;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98093757179153;train;5.39413692166667;13;264;554;17;25;2640;multinomial
allhyper;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927262272405585;test;5.39413692166667;13;264;554;17;25;2640;multinomial
crx;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918333908244222;train;0.366611808333333;5;49;250;5;13;483;binomial
crx;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908246225319396;test;0.366611808333333;5;49;250;5;13;483;binomial
586_fri_c3_1000_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125100913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819846509534068;train;0.990945185;6;50;272;22;25;700;continuous
586_fri_c3_1000_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125100913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793813138851843;test;0.990945185;6;50;272;22;25;700;continuous
mfeat_fourier;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124182721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993735504109929;train;2.28561327333333;3;160;326;18;76;1400;multinomial
mfeat_fourier;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124182721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974859479431638;test;2.28561327333333;3;160;326;18;76;1400;multinomial
Hill_Valley_without_noise;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.519314043346953;train;1.68333018;6;220;452;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.516516881224192;test;1.68333018;6;220;452;1;1;849;binomial
cloud;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.620997176044331;train;0.168414658333333;5;5;56;4;5;76;multinomial
cloud;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.611441798941799;test;0.168414658333333;5;5;56;4;5;76;multinomial
crx;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929441186616075;train;1.52887427833333;6;14;176;9;14;483;binomial
crx;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890727835849787;test;1.52887427833333;6;14;176;9;14;483;binomial
583_fri_c1_1000_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812195877851072;train;0.752650168333333;11;218;458;22;50;700;continuous
583_fri_c1_1000_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843983886678681;test;0.752650168333333;11;218;458;22;50;700;continuous
breast_cancer;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74710401891253;train;1.46612464;6;220;452;6;9;201;binomial
breast_cancer;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.689666666666667;test;1.46612464;6;220;452;6;9;201;binomial
627_fri_c2_500_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811286743696254;train;0.390789656666667;8;50;376;10;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872482808420738;test;0.390789656666667;8;50;376;10;10;350;continuous
profb;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644052497058704;train;1.15247383666667;7;9;126;3;9;471;binomial
profb;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.667576297616396;test;1.15247383666667;7;9;126;3;9;471;binomial
344_mv;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125154119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430107956661422;train;1.08267476666667;3;20;132;10;10;28538;continuous
344_mv;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125154119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431586696827712;test;1.08267476666667;3;20;132;10;10;28538;continuous
banana;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.552010040806929;train;0.123848875;3;2;16;2;2;3710;binomial
banana;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.54203104993598;test;0.123848875;3;2;16;2;2;3710;binomial
634_fri_c2_100_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.67432703343745;train;1.94137429;9;259;536;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.924116376522291;test;1.94137429;9;259;536;9;9;70;continuous
mnist;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991722148634542;train;123.196845171667;0;100;200;515;518;49000;multinomial
mnist;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990986988047601;test;123.196845171667;0;100;200;515;518;49000;multinomial
breast_cancer;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759278959810875;train;0.524926883333333;8;36;360;6;9;201;binomial
breast_cancer;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.665666666666667;test;0.524926883333333;8;36;360;6;9;201;binomial
590_fri_c0_1000_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490109124630245;train;2.11214808333333;20;276;592;14;50;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496175819681829;test;2.11214808333333;20;276;592;14;50;700;continuous
690_visualizing_galaxy;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315807585755332;train;0.146535573333333;3;6;48;3;3;227;continuous
690_visualizing_galaxy;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343977735952102;test;0.146535573333333;3;6;48;3;3;227;continuous
594_fri_c2_100_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839836330144482;train;0.257413356666667;5;25;250;1;5;70;continuous
594_fri_c2_100_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.12898285013774;test;0.257413356666667;5;25;250;1;5;70;continuous
movement_libras;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.923511378333333;8;22;326;13;22;252;multinomial
movement_libras;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.810578231292517;test;0.923511378333333;8;22;326;13;22;252;multinomial
spectf;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862071805006588;train;0.983813516666667;6;204;420;36;44;245;binomial
spectf;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856508875739645;test;0.983813516666667;6;204;420;36;44;245;binomial
1030_ERA;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.712327622815888;train;0.670284006666667;3;160;326;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.79362752064137;test;0.670284006666667;3;160;326;4;4;700;continuous
cmc;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708560827760903;train;2.50065721333333;5;9;98;3;9;1032;multinomial
cmc;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.701444992315425;test;2.50065721333333;5;9;98;3;9;1032;multinomial
heart_c;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929079274795592;train;1.02714156833333;13;52;586;7;13;213;binomial
heart_c;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916376306620209;test;1.02714156833333;13;52;586;7;13;213;binomial
653_fri_c0_250_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125114227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479972612083124;train;1.19551073833333;5;200;410;22;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125114227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511982453284707;test;1.19551073833333;5;200;410;22;25;175;continuous
1096_FacultySalaries;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.357883236382768;train;0.584389721666667;3;160;326;1;2;35;continuous
1096_FacultySalaries;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.673496309685881;test;0.584389721666667;3;160;326;1;2;35;continuous
breast_cancer_wisconsin;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995935178206095;train;1.29165626331667;3;22;134;11;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988649764150943;test;1.29165626331667;3;22;134;11;22;399;binomial
1193_BNG_lowbwt;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.610652906214328;train;7.41286357166667;7;45;334;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604885077085842;test;7.41286357166667;7;45;334;9;9;21773;continuous
nikuradse_1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0462027906968995;train;0.452524115;3;160;326;2;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0529272330001545;test;0.452524115;3;160;326;2;2;254;continuous
207_autoPrice;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.320753085673996;train;0.300569496666667;5;60;270;8;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339713532609402;test;0.300569496666667;5;60;270;8;12;112;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853964369481731;train;0.908617126666667;3;160;326;10;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897746368375413;test;0.908617126666667;3;160;326;10;10;350;continuous
breast_cancer_wisconsin;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996633978266631;train;1.76461750668333;5;22;196;19;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;1.76461750668333;5;22;196;19;22;399;binomial
592_fri_c4_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842741937860309;train;0.195496768333333;3;85;176;9;25;700;continuous
592_fri_c4_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845080512820758;test;0.195496768333333;3;85;176;9;25;700;continuous
201_pol;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499665026854139;train;4.46719442;3;50;146;25;25;10500;continuous
201_pol;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.515394357063208;test;4.46719442;3;50;146;25;25;10500;continuous
690_visualizing_galaxy;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0931758841284285;train;0.57660288;3;160;326;4;4;227;continuous
690_visualizing_galaxy;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168689086585483;test;0.57660288;3;160;326;4;4;227;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.726505962466597;train;0.93436195;5;96;234;44;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822117799359603;test;0.93436195;5;96;234;44;50;175;continuous
waveform_40;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984606941648037;train;6.477893495;6;220;452;19;40;3500;multinomial
waveform_40;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972839217991723;test;6.477893495;6;220;452;19;40;3500;multinomial
294_satellite_image;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440400817531654;train;1.56377726666667;5;200;410;25;25;4505;continuous
294_satellite_image;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466120381368656;test;1.56377726666667;5;200;410;25;25;4505;continuous
spectf;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997296354439212;train;2.05216438666667;9;280;578;41;44;245;binomial
spectf;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946614583333333;test;2.05216438666667;9;280;578;41;44;245;binomial
1096_FacultySalaries;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.408056052118078;train;0.598548308333333;3;160;326;2;2;35;continuous
1096_FacultySalaries;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469291459127832;test;0.598548308333333;3;160;326;2;2;35;continuous
195_auto_price;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20547082993355;train;2.79622701;13;360;746;3;11;112;continuous
195_auto_price;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327291046903273;test;2.79622701;13;360;746;3;11;112;continuous
505_tecator;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0918655307520772;train;0.690445291666667;3;160;326;15;18;168;continuous
505_tecator;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.104228975830022;test;0.690445291666667;3;160;326;15;18;168;continuous
547_no2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.645449499456417;train;2.08004790666667;11;320;662;5;7;350;continuous
547_no2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.676220449503831;test;2.08004790666667;11;320;662;5;7;350;continuous
hypothyroid;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997468982860537;train;1.77475755833333;3;160;326;3;21;2215;binomial
hypothyroid;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969603414224422;test;1.77475755833333;3;160;326;3;21;2215;binomial
appendicitis;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864097363083164;train;0.116451791666667;7;4;62;3;4;75;binomial
appendicitis;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805555555555556;test;0.116451791666667;7;4;62;3;4;75;binomial
645_fri_c3_500_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851596535662024;train;0.764065491666667;3;160;326;14;50;350;continuous
645_fri_c3_500_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854872964658918;test;0.764065491666667;3;160;326;14;50;350;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.712820244020702;train;0.404303085;8;45;376;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.706970101840982;test;0.404303085;8;45;376;9;9;12248;continuous
218_house_8L;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.501201423347215;train;3.62053007166667;7;240;494;7;8;15949;continuous
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665_sleuth_case2002;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.867837826942474;test;1.163131615;6;220;452;1;6;103;continuous
nikuradse_1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.202019140756922;train;0.765049603333333;5;184;378;2;2;254;continuous
nikuradse_1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.194047879372654;test;0.765049603333333;5;184;378;2;2;254;continuous
650_fri_c0_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125143910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461265001634747;train;0.211530818316667;3;90;186;26;50;350;continuous
650_fri_c0_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125143910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465597663492218;test;0.211530818316667;3;90;186;26;50;350;continuous
contraceptive;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879775892033728;train;3.48812059833333;12;340;704;7;9;1032;multinomial
contraceptive;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.763841483493943;test;3.48812059833333;12;340;704;7;9;1032;multinomial
542_pollution;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426839195262495;train;0.676406878333333;3;160;326;10;10;42;continuous
542_pollution;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.723819527749311;test;0.676406878333333;3;160;326;10;10;42;continuous
twonorm;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124154532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997987597914341;train;0.246193116666667;3;61;166;20;20;5180;binomial
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612_fri_c1_1000_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840141599856763;train;0.229113301666667;7;25;324;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863365017092335;test;0.229113301666667;7;25;324;5;5;700;continuous
1089_USCrime;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.340737683183428;train;0.9982094;5;200;410;2;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.370491086271361;test;0.9982094;5;200;410;2;4;33;continuous
lupus;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829519450800915;train;0.560258896666667;3;160;326;1;2;61;binomial
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banana;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.546742277140336;train;0.0680513916666667;3;8;64;2;2;3710;binomial
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228_elusage;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316118503599703;train;0.685950081666667;3;160;326;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381898564778308;test;0.685950081666667;3;160;326;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566657605878409;train;0.0644187483333333;5;2;24;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530222656892806;test;0.0644187483333333;5;2;24;1;1;39;continuous
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602_fri_c3_250_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219854240151358;train;1.61651932833333;9;264;546;3;9;175;continuous
602_fri_c3_250_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385365347814707;test;1.61651932833333;9;264;546;3;9;175;continuous
tokyo1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974770642201835;train;0.34645514;5;79;250;17;21;672;binomial
tokyo1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974987159732922;test;0.34645514;5;79;250;17;21;672;binomial
596_fri_c2_250_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265244085208171;train;2.28644803333333;14;380;788;3;5;175;continuous
596_fri_c2_250_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476499820676159;test;2.28644803333333;14;380;788;3;5;175;continuous
586_fri_c3_1000_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815521677452334;train;1.808830845;8;260;536;8;25;700;continuous
586_fri_c3_1000_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789716676281578;test;1.808830845;8;260;536;8;25;700;continuous
satimage;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980472493283257;train;0.635360361666667;5;25;188;23;25;4505;multinomial
satimage;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979284896186358;test;0.635360361666667;5;25;188;23;25;4505;multinomial
561_cpu;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0828761557048339;train;0.368081909983333;8;35;376;7;7;147;continuous
561_cpu;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0985056007044493;test;0.368081909983333;8;35;376;7;7;147;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800487458947234;train;0.616143375;3;72;150;56;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.922263700720019;test;0.616143375;3;72;150;56;99;700;continuous
574_house_16H;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482054238296747;train;3.06909765833333;3;30;142;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467226613033013;test;3.06909765833333;3;30;142;15;15;15949;continuous
appendicitis;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125130548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86;train;1.40888418331667;8;260;536;3;4;75;binomial
appendicitis;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125130548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96;test;1.40888418331667;8;260;536;3;4;75;binomial
1196_BNG_pharynx;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.662591874543772;train;33.66643947;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663060315628386;test;33.66643947;0;100;200;5;10;700000;continuous
wdbc;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996091030789826;train;0.184836263316667;3;74;166;9;22;399;binomial
wdbc;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984468339307049;test;0.184836263316667;3;74;166;9;22;399;binomial
1191_BNG_pbc;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.790891113385395;train;459.186546716667;0;100;200;5;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.790769212160135;test;459.186546716667;0;100;200;5;18;700000;continuous
cars;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.728268425;3;160;326;1;7;275;multinomial
cars;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999283374283374;test;0.728268425;3;160;326;1;7;275;multinomial
690_visualizing_galaxy;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.301202729730234;train;0.172453925;5;20;200;4;4;227;continuous
690_visualizing_galaxy;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.329402324130836;test;0.172453925;5;20;200;4;4;227;continuous
556_analcatdata_apnea2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.223638339193161;train;0.0779948466666667;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566012890355346;test;0.0779948466666667;3;15;120;0;3;333;continuous
657_fri_c2_250_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81667028229315;train;0.1401171;3;49;166;4;10;175;continuous
657_fri_c2_250_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.933175635411656;test;0.1401171;3;49;166;4;10;175;continuous
australian;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940767818162919;train;0.686449605;3;160;326;13;13;483;binomial
australian;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932003798670465;test;0.686449605;3;160;326;13;13;483;binomial
glass2;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.765133171912833;train;0.733460725016667;3;160;326;5;9;115;binomial
glass2;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.696428571428571;test;0.733460725016667;3;160;326;5;9;115;binomial
crx;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941378828624315;train;1.345689;5;200;410;12;13;483;binomial
crx;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935639393372028;test;1.345689;5;200;410;12;13;483;binomial
665_sleuth_case2002;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.687501091798629;train;1.57075769833333;5;200;410;2;6;103;continuous
665_sleuth_case2002;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785590223684812;test;1.57075769833333;5;200;410;2;6;103;continuous
230_machine_cpu;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17256063108399;train;1.54225581;8;260;536;2;6;147;continuous
230_machine_cpu;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364848054089655;test;1.54225581;8;260;536;2;6;147;continuous
agaricus_lepiota;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.330178491666667;3;48;102;10;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.330178491666667;3;48;102;10;20;5702;binomial
wdbc;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999840187513318;train;1.76181614333333;5;200;410;15;21;399;binomial
wdbc;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993030303030303;test;1.76181614333333;5;200;410;15;21;399;binomial
bupa;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.626775056596007;train;0.340521936666667;8;5;86;4;5;242;binomial
bupa;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699658054711246;test;0.340521936666667;8;5;86;4;5;242;binomial
bupa;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679166666666667;train;0.905419091666667;3;160;326;3;5;242;binomial
bupa;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.676492819349962;test;0.905419091666667;3;160;326;3;5;242;binomial
192_vineyard;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.553756491672142;train;0.124220048333333;10;5;110;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.570791258742568;test;0.124220048333333;10;5;110;1;1;37;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.372174415152946;train;0.516787506666667;8;50;376;1;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408788371793121;test;0.516787506666667;8;50;376;1;10;165;continuous
503_wind;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472675723080036;train;0.862425198333333;5;70;260;13;14;4602;continuous
503_wind;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46866168561567;test;0.862425198333333;5;70;260;13;14;4602;continuous
allhyper;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994852855369963;train;2.78714526;5;200;410;5;24;2640;multinomial
allhyper;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84107373254402;test;2.78714526;5;200;410;5;24;2640;multinomial
australian;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942150643160072;train;0.15703831;3;52;166;8;13;483;binomial
australian;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893424248085186;test;0.15703831;3;52;166;8;13;483;binomial
buggyCrx;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125205549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908580994787891;train;0.795126761666667;11;56;502;5;14;483;binomial
buggyCrx;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125205549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909064609450338;test;0.795126761666667;11;56;502;5;14;483;binomial
197_cpu_act;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.148337060623825;train;16.0698362316667;6;220;452;10;16;5735;continuous
197_cpu_act;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195043689193824;test;16.0698362316667;6;220;452;10;16;5735;continuous
segmentation;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997308306914109;train;0.174101936666667;3;13;88;9;13;1617;multinomial
segmentation;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998581757264309;test;0.174101936666667;3;13;88;9;13;1617;multinomial
581_fri_c3_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267539194854272;train;0.880168753333333;3;160;326;23;25;350;continuous
581_fri_c3_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.473089327078959;test;0.880168753333333;3;160;326;23;25;350;continuous
mfeat_morphological;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930044409206858;train;1.63486299833333;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920202287652445;test;1.63486299833333;3;160;326;2;2;1400;multinomial
593_fri_c1_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814863661017702;train;0.154575428333333;3;50;166;9;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847145921521952;test;0.154575428333333;3;50;166;9;10;700;continuous
haberman;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726993865030675;train;0.642147236666667;3;160;326;2;3;215;binomial
haberman;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683537263626251;test;0.642147236666667;3;160;326;2;3;215;binomial
analcatdata_creditscore;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.26949135;3;112;230;6;6;70;binomial
analcatdata_creditscore;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.26949135;3;112;230;6;6;70;binomial
australian;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125201409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940733169328852;train;1.70479602;6;13;166;11;13;483;binomial
australian;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125201409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936087369420703;test;1.70479602;6;13;166;11;13;483;binomial
prnn_fglass;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883769283937351;train;2.98555918498333;11;9;208;9;9;144;multinomial
prnn_fglass;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855031746031746;test;2.98555918498333;11;9;208;9;9;144;multinomial
german;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819418386491557;train;3.83144930833333;13;20;414;19;20;700;binomial
german;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.774822324414716;test;3.83144930833333;13;20;414;19;20;700;binomial
lupus;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901515151515152;train;1.499191605;9;280;578;1;2;61;binomial
lupus;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.816568047337278;test;1.499191605;9;280;578;1;2;61;binomial
appendicitis;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868661257606491;train;0.272303581666667;8;4;70;1;4;75;binomial
appendicitis;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814814814814815;test;0.272303581666667;8;4;70;1;4;75;binomial
609_fri_c0_1000_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.275385314362505;train;0.780527961666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38178856525854;test;0.780527961666667;3;160;326;5;5;700;continuous
ann_thyroid;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9998006487338;train;2.56663001;3;160;326;18;21;5040;multinomial
ann_thyroid;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999554211316634;test;2.56663001;3;160;326;18;21;5040;multinomial
560_bodyfat;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.012517826153361;train;1.14891069666667;6;220;452;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0329019392807636;test;1.14891069666667;6;220;452;1;13;177;continuous
biomed;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972426470588235;train;0.446798243333333;6;8;104;7;8;147;binomial
biomed;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899122807017544;test;0.446798243333333;6;8;104;7;8;147;binomial
haberman;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126115129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731868016023614;train;0.322768986666667;12;12;256;3;3;215;binomial
haberman;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126115129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.619883040935673;test;0.322768986666667;12;12;256;3;3;215;binomial
new_thyroid;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999066796801425;train;0.18428765;3;5;36;2;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999211977935382;test;0.18428765;3;5;36;2;5;151;multinomial
589_fri_c2_1000_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801653041566812;train;2.32336173666667;8;50;356;12;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825130150728221;test;2.32336173666667;8;50;356;12;25;700;continuous
695_chatfield_4;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.362498103741;train;0.660693506666667;5;20;214;6;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.400369207395445;test;0.660693506666667;5;20;214;6;10;165;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.744079898124208;train;0.551295965;3;160;326;1;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786956338881829;test;0.551295965;3;160;326;1;5;44;continuous
vowel;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997721303179809;train;1.264855255;3;160;326;13;13;693;multinomial
vowel;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986994715235533;test;1.264855255;3;160;326;13;13;693;multinomial
195_auto_price;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348209670596231;train;0.695113041666667;11;55;522;3;11;112;continuous
195_auto_price;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.428513453747536;test;0.695113041666667;11;55;522;3;11;112;continuous
analcatdata_lawsuit;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999036608863199;train;0.812730165;3;160;326;4;4;185;binomial
analcatdata_lawsuit;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.812730165;3;160;326;4;4;185;binomial
appendicitis;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871779859484778;train;0.535724633333333;3;160;326;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.830357142857143;test;0.535724633333333;3;160;326;1;4;75;binomial
562_cpu_small;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.317505895764891;train;2.490626365;5;24;196;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336526469749447;test;2.490626365;5;24;196;3;12;5735;continuous
australian;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978620713688319;train;0.727607691666667;3;160;326;13;13;483;binomial
australian;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922578828828829;test;0.727607691666667;3;160;326;13;13;483;binomial
1089_USCrime;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124161842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277170330743731;train;0.569517753333333;3;160;326;1;3;33;continuous
1089_USCrime;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124161842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.590778945423873;test;0.569517753333333;3;160;326;1;3;33;continuous
schizo;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.569465415322063;train;0.945149381666667;3;160;326;11;13;238;multinomial
schizo;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.407880638594236;test;0.945149381666667;3;160;326;11;13;238;multinomial
cleve;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965594681997844;train;0.62034938;3;160;326;10;13;213;binomial
cleve;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829051383399209;test;0.62034938;3;160;326;10;13;213;binomial
waveform_40;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970063090320836;train;10.51855005;3;39;136;24;40;3500;multinomial
waveform_40;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972395654101048;test;10.51855005;3;39;136;24;40;3500;multinomial
magic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864937447368604;train;7.50636907333333;12;9;216;9;9;13314;binomial
magic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867210869469622;test;7.50636907333333;12;9;216;9;9;13314;binomial
allrep;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959663761801017;train;1.41159712665;15;24;638;17;24;2641;multinomial
allrep;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941806546414356;test;1.41159712665;15;24;638;17;24;2641;multinomial
diabetes;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823321338335503;train;1.08737823333333;9;200;418;6;8;538;binomial
diabetes;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821244160314728;test;1.08737823333333;9;200;418;6;8;538;binomial
lupus;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89010989010989;train;0.565122585;3;160;326;2;2;61;binomial
lupus;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.699346405228758;test;0.565122585;3;160;326;2;2;61;binomial
594_fri_c2_100_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.43302520612562;train;0.57083434;3;160;326;2;5;70;continuous
594_fri_c2_100_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.582191659560229;test;0.57083434;3;160;326;2;5;70;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792327730510572;train;0.200087491683333;3;90;186;11;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846570181115477;test;0.200087491683333;3;90;186;11;25;350;continuous
segmentation;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124200028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99502063910519;train;2.35446380166667;6;204;420;8;14;1617;multinomial
segmentation;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124200028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996260418949761;test;2.35446380166667;6;204;420;8;14;1617;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993216534489425;train;27.2709510033333;3;21;128;3;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992683491955359;test;27.2709510033333;3;21;128;3;21;5040;multinomial
1191_BNG_pbc;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794892205153741;train;4.83837485001667;7;90;344;17;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794362671631903;test;4.83837485001667;7;90;344;17;18;700000;continuous
clean1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125093621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.470200851666667;3;112;230;10;89;334;binomial
clean1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125093621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.470200851666667;3;112;230;10;89;334;binomial
agaricus_lepiota;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999764838122846;train;1.93190078666667;3;160;326;10;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999657918318944;test;1.93190078666667;3;160;326;10;20;5702;binomial
mfeat_morphological;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125204232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916383251823844;train;0.896790695;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125204232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916826441660762;test;0.896790695;3;2;16;2;2;1400;multinomial
shuttle;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995547843670759;train;31.1300159266667;7;240;494;8;8;40600;multinomial
shuttle;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991812381355327;test;31.1300159266667;7;240;494;8;8;40600;multinomial
615_fri_c4_250_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824126164487369;train;1.12279309666667;6;20;250;7;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.748395528806803;test;1.12279309666667;6;20;250;7;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824126164487369;train;1.51815360166667;8;20;330;7;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.748395528806803;test;1.51815360166667;8;20;330;7;10;175;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915609569596971;train;2.21246498333333;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.91427130584228;test;2.21246498333333;3;18;122;9;9;81648;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124181732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217971939887098;train;2.18774022833333;15;345;720;5;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124181732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388912228885191;test;2.18774022833333;15;345;720;5;5;175;continuous
hepatitis;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827324973876698;train;2.76294775835;16;19;572;13;19;109;binomial
hepatitis;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.755555555555556;test;2.76294775835;16;19;572;13;19;109;binomial
allrep;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125182500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941443645606391;train;34.1445002616667;5;24;220;7;24;2641;multinomial
allrep;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125182500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933281471362072;test;34.1445002616667;5;24;220;7;24;2641;multinomial
230_machine_cpu;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.225436821736364;train;0.402024816666667;9;30;418;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316018061988707;test;0.402024816666667;9;30;418;6;6;147;continuous
mfeat_karhunen;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999943154557748;train;2.07877912835;3;160;326;64;64;1400;multinomial
mfeat_karhunen;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994973160387244;test;2.07877912835;3;160;326;64;64;1400;multinomial
haberman;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125142130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954573934837093;train;0.637327728333333;3;160;326;3;3;215;binomial
haberman;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125142130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741248097412481;test;0.637327728333333;3;160;326;3;3;215;binomial
tae;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979169505640094;train;2.61767106166667;13;360;746;5;5;106;multinomial
tae;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.763703703703704;test;2.61767106166667;13;360;746;5;5;106;multinomial
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83975989524207;train;1.06580694166667;5;200;410;18;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853956926761907;test;1.06580694166667;5;200;410;18;25;700;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995664739884393;train;0.20320485;5;16;178;2;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.20320485;5;16;178;2;4;185;binomial
breast_cancer;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749593873288466;train;0.69792316;12;36;536;4;9;201;binomial
breast_cancer;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.634992987377279;test;0.69792316;12;36;536;4;9;201;binomial
607_fri_c4_1000_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826000535806939;train;1.072513625;3;72;150;6;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858934163047787;test;1.072513625;3;72;150;6;50;700;continuous
bupa;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699972671995628;train;0.60146485;3;160;326;2;5;242;binomial
bupa;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.637871853546911;test;0.60146485;3;160;326;2;5;242;binomial
irish;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862278028094355;train;1.27750698666667;5;200;410;4;4;350;binomial
irish;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893023672883788;test;1.27750698666667;5;200;410;4;4;350;binomial
626_fri_c2_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237841484116953;train;0.928642308333333;3;160;326;12;50;350;continuous
626_fri_c2_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398957280270681;test;0.928642308333333;3;160;326;12;50;350;continuous
643_fri_c2_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865970813205157;train;0.93491782;6;50;276;13;25;350;continuous
643_fri_c2_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878007656578953;test;0.93491782;6;50;276;13;25;350;continuous
biomed;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970845481049563;train;0.44969662;8;32;368;5;8;147;binomial
biomed;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897435897435897;test;0.44969662;8;32;368;5;8;147;binomial
ring;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768038626786667;train;0.499571036666667;6;71;292;20;20;5180;binomial
ring;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779676883808354;test;0.499571036666667;6;71;292;20;20;5180;binomial
712_chscase_geyser1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449254793641767;train;0.52294144;3;160;326;2;2;156;continuous
712_chscase_geyser1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.407829941702469;test;0.52294144;3;160;326;2;2;156;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792182590300701;train;1.20370739166667;9;20;374;7;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820157174142267;test;1.20370739166667;9;20;374;7;10;700;continuous
saheart;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124202257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795267489711934;train;0.579167976683333;3;160;326;9;9;324;binomial
saheart;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124202257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712432915921288;test;0.579167976683333;3;160;326;9;9;324;binomial
192_vineyard;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126112117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.593634519020841;train;0.189410775;8;10;180;2;2;37;continuous
192_vineyard;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126112117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.717941775870624;test;0.189410775;8;10;180;2;2;37;continuous
waveform_21;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124211119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964282026080024;train;0.477590560016667;7;21;246;19;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124211119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971765323380495;test;0.477590560016667;7;21;246;19;21;3500;multinomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973471741637832;train;2.59107839666667;13;360;746;1;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87987012987013;test;2.59107839666667;13;360;746;1;7;68;binomial
diabetes;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877224600135166;train;1.43169307;5;200;410;5;8;538;binomial
diabetes;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.845763440860215;test;1.43169307;5;200;410;5;8;538;binomial
631_fri_c1_500_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806654480261919;train;0.731401078333333;7;10;152;5;5;350;continuous
631_fri_c1_500_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865747268850112;test;0.731401078333333;7;10;152;5;5;350;continuous
646_fri_c3_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124191751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785380793468951;train;0.363759641666667;8;50;376;4;10;350;continuous
646_fri_c3_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124191751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843011137039725;test;0.363759641666667;8;50;376;4;10;350;continuous
analcatdata_boxing2;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715574548907882;train;0.530243483333333;3;160;326;3;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.620320855614973;test;0.530243483333333;3;160;326;3;3;93;binomial
210_cloud;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.221569735672668;train;0.757260295;3;160;326;2;5;76;continuous
210_cloud;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.311079867212783;test;0.757260295;3;160;326;2;5;76;continuous
movement_libras;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991595104450511;train;3.43436053666667;7;240;494;15;21;252;multinomial
movement_libras;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963435395953253;test;3.43436053666667;7;240;494;15;21;252;multinomial
wine_quality_red;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812199856389417;train;0.331119533333333;9;11;202;8;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752271542373484;test;0.331119533333333;9;11;202;8;11;1120;multinomial
527_analcatdata_election2000;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.167395812241377;train;0.059807465;3;4;32;2;2;47;continuous
527_analcatdata_election2000;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0405127099840058;test;0.059807465;3;4;32;2;2;47;continuous
flags;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.776779293913797;train;0.563904805;7;40;306;6;40;125;multinomial
flags;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.657452300785634;test;0.563904805;7;40;306;6;40;125;multinomial
waveform_21;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969484887606128;train;14.545980345;7;21;246;21;21;3500;multinomial
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519_vinnie;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.474372514238586;train;1.020066705;7;240;494;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478511946695119;test;1.020066705;7;240;494;1;2;266;continuous
1595_poker;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814962977423135;train;24.9310711450167;3;160;326;2;10;717507;continuous
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pendigits;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998531388957945;train;0.64135906;3;16;90;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996172457484872;test;0.64135906;3;16;90;16;16;7695;multinomial
1096_FacultySalaries;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420433949460073;train;0.594052908333333;3;160;326;1;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428817296701877;test;0.594052908333333;3;160;326;1;2;35;continuous
561_cpu;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199746605429557;train;1.21939173;6;220;452;7;7;147;continuous
561_cpu;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278854782727484;test;1.21939173;6;220;452;7;7;147;continuous
credit_g;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798298842678726;train;0.664791875;8;80;376;5;20;700;binomial
credit_g;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.761451335295098;test;0.664791875;8;80;376;5;20;700;binomial
644_fri_c4_250_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778078074101785;train;1.63793325666667;7;240;494;24;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915177254931785;test;1.63793325666667;7;240;494;24;25;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513494453325868;train;1.664536845;10;236;492;7;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518797738762471;test;1.664536845;10;236;492;7;10;175;continuous
waveform_40;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96913521730428;train;1.06497278166667;10;40;430;18;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971001538911766;test;1.06497278166667;10;40;430;18;40;3500;multinomial
agaricus_lepiota;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.91827441333333;3;20;70;20;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.91827441333333;3;20;70;20;20;5702;binomial
687_sleuth_ex1605;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610225719546517;train;0.302466893333333;7;10;152;5;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772311655933862;test;0.302466893333333;7;10;152;5;5;44;continuous
allhyper;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882700316849429;train;3.32041747833333;6;204;420;7;25;2640;multinomial
allhyper;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902286628799368;test;3.32041747833333;6;204;420;7;25;2640;multinomial
mfeat_karhunen;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999959024765313;train;2.40276956833333;3;160;326;31;64;1400;multinomial
mfeat_karhunen;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997556992551496;test;2.40276956833333;3;160;326;31;64;1400;multinomial
599_fri_c2_1000_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125095332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807391822100523;train;1.01512392;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125095332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805517519128893;test;1.01512392;3;160;326;5;5;700;continuous
603_fri_c0_250_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.470171725120395;train;0.755297593333333;13;224;478;23;50;175;continuous
603_fri_c0_250_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496596135558583;test;0.755297593333333;13;224;478;23;50;175;continuous
Hill_Valley_with_noise;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.552190571380976;train;1.138213175;5;200;410;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.497319688109162;test;1.138213175;5;200;410;1;1;849;binomial
ring;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775102782594929;train;1.73553278166667;3;20;108;20;20;5180;binomial
ring;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766457813943174;test;1.73553278166667;3;20;108;20;20;5180;binomial
mfeat_factors;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999655549572082;train;2.20524823833333;3;160;326;26;135;1400;multinomial
mfeat_factors;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998521461337729;test;2.20524823833333;3;160;326;26;135;1400;multinomial
breast;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994652117545376;train;1.695608585;7;9;132;7;9;490;binomial
breast;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998043052837573;test;1.695608585;7;9;132;7;9;490;binomial
pendigits;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99778394997347;train;1.28266860833333;6;16;182;15;16;7695;multinomial
pendigits;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996603888529501;test;1.28266860833333;6;16;182;15;16;7695;multinomial
saheart;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801011659807956;train;0.638473498333333;11;36;474;9;9;324;binomial
saheart;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781976744186046;test;0.638473498333333;11;36;474;9;9;324;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999739447982387;train;1.71120131333333;3;160;326;10;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999763354387865;test;1.71120131333333;3;160;326;10;20;5702;binomial
pendigits;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997219738269935;train;17.3448168383333;7;224;462;15;16;7695;multinomial
pendigits;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997172329676638;test;17.3448168383333;7;224;462;15;16;7695;multinomial
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124202741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46894914144103;train;2.20483748166667;13;248;522;36;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124202741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504189851741172;test;2.20483748166667;13;248;522;36;72;742;continuous
542_pollution;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485234071518477;train;0.743015338333333;7;24;288;8;12;42;continuous
542_pollution;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854647676928153;test;0.743015338333333;7;24;288;8;12;42;continuous
588_fri_c4_1000_100;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850607489776306;train;0.87673846;3;72;150;62;100;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828475422194715;test;0.87673846;3;72;150;62;100;700;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832633008968628;train;0.125963546666667;3;50;166;9;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818986152972598;test;0.125963546666667;3;50;166;9;10;350;continuous
vehicle;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916226396991665;train;1.64115158;6;204;420;11;13;593;multinomial
vehicle;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907978846550275;test;1.64115158;6;204;420;11;13;593;multinomial
glass2;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976190476190476;train;1.60170004;9;280;578;8;9;115;binomial
glass2;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902777777777778;test;1.60170004;9;280;578;8;9;115;binomial
529_pollen;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452513060661264;train;0.31886522;3;8;60;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431897571361163;test;0.31886522;3;8;60;4;4;2694;continuous
prnn_crabs;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993872549019608;train;0.167360665;3;3;24;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.167360665;3;3;24;2;3;140;binomial
218_house_8L;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446298797057693;train;0.221466771666667;3;40;166;8;8;15949;continuous
218_house_8L;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445552919373175;test;0.221466771666667;3;40;166;8;8;15949;continuous
waveform_21;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968274983458653;train;0.46625544;7;21;250;21;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963642691640631;test;0.46625544;7;21;250;21;21;3500;multinomial
505_tecator;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.097119042912577;train;0.172851166666667;3;81;186;3;18;168;continuous
505_tecator;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.10072420118417;test;0.172851166666667;3;81;186;3;18;168;continuous
653_fri_c0_250_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297197295075344;train;1.771277555;8;260;536;11;25;175;continuous
653_fri_c0_250_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.493825264459679;test;1.771277555;8;260;536;11;25;175;continuous
618_fri_c3_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855909535075519;train;0.689742481666667;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875326579725816;test;0.689742481666667;3;160;326;5;50;700;continuous
nikuradse_2;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835607207478229;train;0.0251358383333333;3;2;16;0;1;254;continuous
nikuradse_2;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796933097457016;test;0.0251358383333333;3;2;16;0;1;254;continuous
631_fri_c1_500_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807194898834829;train;0.398067365;6;10;132;5;5;350;continuous
631_fri_c1_500_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87489621880726;test;0.398067365;6;10;132;5;5;350;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550893997445722;train;0.0322207716666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.498492324561404;test;0.0322207716666667;3;4;32;1;1;849;binomial
iris;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993137254901961;train;0.0320159566666667;3;3;24;1;3;105;multinomial
iris;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992361111111111;test;0.0320159566666667;3;3;24;1;3;105;multinomial
581_fri_c3_500_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836655037270385;train;0.78588641;3;160;326;14;25;350;continuous
581_fri_c3_500_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825607176650599;test;0.78588641;3;160;326;14;25;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796573299706431;train;0.825176023333333;3;72;150;50;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845402737506757;test;0.825176023333333;3;72;150;50;50;350;continuous
schizo;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.722025102957306;train;1.09742633333333;5;200;410;1;13;238;multinomial
schizo;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.63476353928299;test;1.09742633333333;5;200;410;1;13;238;multinomial
breast;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.65535724;7;40;326;7;10;490;binomial
breast;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975705780679854;test;0.65535724;7;40;326;7;10;490;binomial
649_fri_c0_500_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463134554076482;train;1.364550105;6;204;420;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449931051682473;test;1.364550105;6;204;420;5;5;350;continuous
wdbc;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.970274193333333;3;160;326;10;21;399;binomial
wdbc;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993945039590126;test;0.970274193333333;3;160;326;10;21;399;binomial
credit_a;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948983466224846;train;1.21751791833333;5;200;410;12;14;483;binomial
credit_a;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936837029893925;test;1.21751791833333;5;200;410;12;14;483;binomial
620_fri_c1_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820915382835658;train;0.76928924;3;160;326;10;25;700;continuous
620_fri_c1_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870723303662926;test;0.76928924;3;160;326;10;25;700;continuous
credit_a;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951156320639889;train;1.19812738333333;5;200;410;12;13;483;binomial
credit_a;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954857842214272;test;1.19812738333333;5;200;410;12;13;483;binomial
schizo;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125132110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.751290565185526;train;4.09452251166667;20;500;1040;1;13;238;multinomial
schizo;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125132110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.605113378684807;test;4.09452251166667;20;500;1040;1;13;238;multinomial
vehicle;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942271039922047;train;0.090785075;3;13;80;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125190918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93577612707724;test;0.090785075;3;13;80;13;13;593;multinomial
ionosphere;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972499128616242;train;0.721841925;3;160;326;13;32;246;binomial
ionosphere;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928509154315606;test;0.721841925;3;160;326;13;32;246;binomial
622_fri_c2_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837104188745461;train;0.24604951;3;90;186;7;50;700;continuous
622_fri_c2_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787037646673978;test;0.24604951;3;90;186;7;50;700;continuous
prnn_synth;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935719885027437;train;0.0733688616666667;3;8;64;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933048433048433;test;0.0733688616666667;3;8;64;2;2;175;binomial
547_no2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355478126496853;train;2.06411845166667;11;288;598;7;7;350;continuous
547_no2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.608670532331434;test;2.06411845166667;11;288;598;7;7;350;continuous
breast_cancer;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125121414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.767008832656959;train;1.15665150833333;7;240;494;3;9;201;binomial
breast_cancer;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125121414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.660365058670143;test;1.15665150833333;7;240;494;3;9;201;binomial
analcatdata_happiness;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.709821428571429;train;0.524494425;6;156;324;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638888888888889;test;0.524494425;6;156;324;1;3;42;multinomial
analcatdata_japansolvent;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916666666666667;train;0.570253295;3;160;326;5;5;37;binomial
analcatdata_japansolvent;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925925925925926;test;0.570253295;3;160;326;5;5;37;binomial
603_fri_c0_250_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.494519839863087;train;3.194792135;11;320;662;45;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523050109232851;test;3.194792135;11;320;662;45;50;175;continuous
690_visualizing_galaxy;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.110255272893743;train;0.544400041666667;3;160;326;3;3;227;continuous
690_visualizing_galaxy;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.145975550187572;test;0.544400041666667;3;160;326;3;3;227;continuous
192_vineyard;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.56316630809449;train;1.12228699333333;6;220;452;2;2;37;continuous
192_vineyard;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.55486037523933;test;1.12228699333333;6;220;452;2;2;37;continuous
movement_libras;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997049486461251;train;0.662574653333333;6;22;246;14;22;252;multinomial
movement_libras;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945158682099583;test;0.662574653333333;6;22;246;14;22;252;multinomial
542_pollution;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.698062606589898;train;0.851655515;13;50;586;2;10;42;continuous
542_pollution;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.682817487572796;test;0.851655515;13;50;586;2;10;42;continuous
695_chatfield_4;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329116274531755;train;0.528124378333333;3;160;326;6;6;165;continuous
695_chatfield_4;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340632671587617;test;0.528124378333333;3;160;326;6;6;165;continuous
654_fri_c0_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.527734756104768;train;1.17998533666667;7;20;294;10;10;350;continuous
654_fri_c0_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.532968045517214;test;1.17998533666667;7;20;294;10;10;350;continuous
591_fri_c1_100_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126094523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287132731948358;train;0.696325873333333;3;160;326;4;10;70;continuous
591_fri_c1_100_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126094523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.591596152662399;test;0.696325873333333;3;160;326;4;10;70;continuous
294_satellite_image;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458507278353269;train;2.88285912833333;3;52;146;26;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476021489697502;test;2.88285912833333;3;52;146;26;26;4505;continuous
adult;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905633802202695;train;16.8926948183333;8;228;472;11;12;34190;binomial
adult;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901144229687493;test;16.8926948183333;8;228;472;11;12;34190;binomial
texture;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999989114533567;train;24.7424249666667;3;12;74;12;12;3850;multinomial
texture;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125182550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999941880790979;test;24.7424249666667;3;12;74;12;12;3850;multinomial
628_fri_c3_1000_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842623922866022;train;0.86927639;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872341556687745;test;0.86927639;3;160;326;5;5;700;continuous
527_analcatdata_election2000;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.145168853994588;train;0.108562318333333;6;10;134;1;2;47;continuous
527_analcatdata_election2000;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0418811005402387;test;0.108562318333333;6;10;134;1;2;47;continuous
192_vineyard;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.623759711438195;train;0.100597341666667;3;4;32;2;2;37;continuous
192_vineyard;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124153420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.529170160201668;test;0.100597341666667;3;4;32;2;2;37;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810494073976219;train;0.94280710665;3;160;326;6;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845152034090825;test;0.94280710665;3;160;326;6;10;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2264658468443;train;2.30633044666667;10;268;556;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369204889049017;test;2.30633044666667;10;268;556;5;5;700;continuous
579_fri_c0_250_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124190710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454377982492312;train;0.300348286666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124190710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.58729768578838;test;0.300348286666667;3;10;72;5;5;175;continuous
analcatdata_boxing2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87298195631529;train;1.324938155;7;240;494;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929144385026738;test;1.324938155;7;240;494;1;3;93;binomial
1595_poker;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.754521570645055;train;205.357809353333;0;100;200;5;10;717507;continuous
1595_poker;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.753815150683261;test;205.357809353333;0;100;200;5;10;717507;continuous
623_fri_c4_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814036989914283;train;0.882159563333333;3;160;326;3;10;700;continuous
623_fri_c4_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840147234608259;test;0.882159563333333;3;160;326;3;10;700;continuous
wine_quality_red;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740599118438779;train;0.100659905;3;11;68;2;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.612389753464519;test;0.100659905;3;11;68;2;11;1120;multinomial
hungarian;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884849109074055;train;0.621508478333333;3;160;326;5;12;206;binomial
hungarian;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877685950413223;test;0.621508478333333;3;160;326;5;12;206;binomial
344_mv;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.393781253700657;train;0.29482077;3;50;166;7;10;28538;continuous
344_mv;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394052412803695;test;0.29482077;3;50;166;7;10;28538;continuous
573_cpu_act;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.324652814364365;train;3.040543605;7;31;272;3;16;5735;continuous
573_cpu_act;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320193996846481;test;3.040543605;7;31;272;3;16;5735;continuous
calendarDOW;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884015043798445;train;1.42369101;3;160;326;15;15;280;multinomial
calendarDOW;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.790379352920727;test;1.42369101;3;160;326;15;15;280;multinomial
auto;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997992424242424;train;2.01931756166667;12;292;608;14;21;142;multinomial
auto;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130019_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951885536823425;test;2.01931756166667;12;292;608;14;21;142;multinomial
611_fri_c3_100_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255704092720682;train;1.02267819833333;5;200;410;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.767181213312772;test;1.02267819833333;5;200;410;4;4;70;continuous
573_cpu_act;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.184266283823609;train;0.486980148333333;9;80;428;16;16;5735;continuous
573_cpu_act;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.184220553536517;test;0.486980148333333;9;80;428;16;16;5735;continuous
credit_a;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943317235868395;train;2.04313317666667;10;13;260;10;13;483;binomial
credit_a;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907658932276929;test;2.04313317666667;10;13;260;10;13;483;binomial
wine_quality_red;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.662671097702191;train;5.27872103833333;8;11;164;1;11;1120;multinomial
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crx;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126115028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917436812994469;train;0.502077405;7;54;334;4;14;483;binomial
crx;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126115028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887242990654206;test;0.502077405;7;54;334;4;14;483;binomial
612_fri_c1_1000_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854208818730801;train;0.782103151666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834655032494245;test;0.782103151666667;3;160;326;5;5;700;continuous
604_fri_c4_500_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854020465022708;train;1.28736193668333;7;20;290;5;10;350;continuous
604_fri_c4_500_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860489277476452;test;1.28736193668333;7;20;290;5;10;350;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835311138065537;train;1.07819648666667;3;72;150;46;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82721751684696;test;1.07819648666667;3;72;150;46;50;700;continuous
mfeat_fourier;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994246945774703;train;3.17344943166667;3;160;326;27;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978036893958199;test;3.17344943166667;3;160;326;27;76;1400;multinomial
waveform_40;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992480922535775;train;2.84211563;3;160;326;40;40;3500;multinomial
waveform_40;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124181634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970181414802668;test;2.84211563;3;160;326;40;40;3500;multinomial
1191_BNG_pbc;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794978586415658;train;33.8369054099833;5;36;230;18;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793965013760298;test;33.8369054099833;5;36;230;18;18;700000;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82907883304629;train;0.880209109983333;3;72;150;28;49;700;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851718233695506;test;0.880209109983333;3;72;150;28;49;700;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848266092049725;train;2.47986105666667;10;98;444;32;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858899152457598;test;2.47986105666667;10;98;444;32;49;350;continuous
cleve;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938804638715433;train;0.549746863333333;8;52;376;11;13;213;binomial
cleve;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891637803067788;test;0.549746863333333;8;52;376;11;13;213;binomial
624_fri_c0_100_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547373442959179;train;0.120811878333333;3;25;166;5;5;70;continuous
624_fri_c0_100_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466021567812558;test;0.120811878333333;3;25;166;5;5;70;continuous
230_machine_cpu;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.121685272935593;train;2.17684808666667;16;345;722;6;6;147;continuous
230_machine_cpu;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.189701481293781;test;2.17684808666667;16;345;722;6;6;147;continuous
glass;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124205120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825418977114655;train;1.10825246666667;5;200;410;6;9;144;multinomial
glass;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124205120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839134920634921;test;1.10825246666667;5;200;410;6;9;144;multinomial
breast_cancer;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.772468065693431;train;1.324613075;7;240;494;9;9;201;binomial
breast_cancer;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.662202380952381;test;1.324613075;7;240;494;9;9;201;binomial
678_visualizing_environmental;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71954363627016;train;0.228053448333333;7;15;226;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770755859679431;test;0.228053448333333;7;15;226;3;3;78;continuous
Hill_Valley_with_noise;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.744927857935627;train;2.85909023;15;400;830;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.479266589763827;test;2.85909023;15;400;830;1;1;849;binomial
537_houses;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.622447666466604;train;2.34530926;5;200;410;5;5;14448;continuous
537_houses;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.609056754836162;test;2.34530926;5;200;410;5;5;14448;continuous
557_analcatdata_apnea1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.219238549082421;train;0.372378615;5;6;72;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.407540524349369;test;0.372378615;5;6;72;3;3;333;continuous
cleveland;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731990277777778;train;5.51575280166667;10;13;254;7;13;213;multinomial
cleveland;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.713521080368906;test;5.51575280166667;10;13;254;7;13;213;multinomial
609_fri_c0_1000_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.218698820027697;train;2.29988164666667;12;308;640;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380042979550562;test;2.29988164666667;12;308;640;5;5;700;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292569649714055;train;0.605984986666667;3;160;326;2;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.538022289842108;test;0.605984986666667;3;160;326;2;5;175;continuous
1595_poker;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.760743722344051;train;182.496871005;0;100;200;5;10;717507;continuous
1595_poker;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.761015678969197;test;182.496871005;0;100;200;5;10;717507;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807844008702206;train;0.778047798333333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867572570278334;test;0.778047798333333;3;160;326;5;5;350;continuous
wine_recognition;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.908738183333333;3;160;326;13;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997916666666667;test;0.908738183333333;3;160;326;13;13;125;multinomial
mfeat_fourier;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976777592642093;train;0.803191171666667;5;69;222;18;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967371502058803;test;0.803191171666667;5;69;222;18;76;1400;multinomial
706_sleuth_case1202;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125200705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599048091491074;train;1.49030377833333;10;268;556;1;6;66;continuous
706_sleuth_case1202;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125200705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.699005043722124;test;1.49030377833333;10;268;556;1;6;66;continuous
Hill_Valley_without_noise;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.51200812755374;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497692494534855;test;;-Inf;-Inf;;1;1;849;binomial
fars;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886632595969014;train;40.0848129583167;1;120;242;21;21;70678;multinomial
fars;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887512236602186;test;40.0848129583167;1;120;242;21;21;70678;multinomial
Hill_Valley_with_noise;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.55157143650397;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497502436647174;test;;-Inf;-Inf;;1;1;849;binomial
595_fri_c0_1000_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496466131169387;train;1.01415973;6;20;254;10;10;700;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488237725656775;test;1.01415973;6;20;254;10;10;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125154253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839459937983071;train;0.87541212;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125154253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858608742174576;test;0.87541212;3;160;326;5;5;700;continuous
saheart;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.773765115802419;train;0.54521415665;9;36;410;9;9;324;binomial
saheart;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841086245914006;test;0.54521415665;9;36;410;9;9;324;binomial
615_fri_c4_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812707273037369;train;1.36099806;5;200;410;9;9;175;continuous
615_fri_c4_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78470394708496;test;1.36099806;5;200;410;9;9;175;continuous
621_fri_c0_100_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497878284058617;train;1.47950003166667;6;220;452;8;10;70;continuous
621_fri_c0_100_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.502094164750142;test;1.47950003166667;6;220;452;8;10;70;continuous
626_fri_c2_500_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824060107640035;train;0.8960714;19;223;506;5;50;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854622480698063;test;0.8960714;19;223;506;5;50;350;continuous
optdigits;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999671716167583;train;30.0113726083167;2;46;96;49;61;3934;multinomial
optdigits;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998613922158522;test;30.0113726083167;2;46;96;49;61;3934;multinomial
profb;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.641423245524192;train;0.688834321666667;3;160;326;2;9;471;binomial
profb;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.702126499454744;test;0.688834321666667;3;160;326;2;9;471;binomial
waveform_21;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990191183705119;train;3.21220018166667;3;160;326;21;21;3500;multinomial
waveform_21;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963589558850997;test;3.21220018166667;3;160;326;21;21;3500;multinomial
195_auto_price;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.349022803285172;train;0.448446971666667;7;55;354;4;11;112;continuous
195_auto_price;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.341281918525015;test;0.448446971666667;7;55;354;4;11;112;continuous
230_machine_cpu;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125130511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.123704161520659;train;2.92398564833333;14;380;788;6;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125130511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313753710146891;test;2.92398564833333;14;380;788;6;6;147;continuous
tae;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.736069139194139;train;0.0554300650166667;3;5;38;5;5;106;multinomial
tae;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.673805932629462;test;0.0554300650166667;3;5;38;5;5;106;multinomial
637_fri_c1_500_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868224745723389;train;0.539400215;9;186;406;5;50;350;continuous
637_fri_c1_500_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855271910092459;test;0.539400215;9;186;406;5;50;350;continuous
texture;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999801432179698;train;9.05837355333333;9;280;578;13;14;3850;multinomial
texture;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998339350985292;test;9.05837355333333;9;280;578;13;14;3850;multinomial
637_fri_c1_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847611775736165;train;0.702697376666667;3;72;150;37;50;350;continuous
637_fri_c1_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861395025160252;test;0.702697376666667;3;72;150;37;50;350;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605309041096503;train;3.68826739;3;45;166;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608717506869158;test;3.68826739;3;45;166;9;9;21773;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803357514953317;train;1.77295707166667;8;260;536;14;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870877509178818;test;1.77295707166667;8;260;536;14;50;350;continuous
706_sleuth_case1202;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.54617414188579;train;0.522061623333333;3;160;326;1;6;66;continuous
706_sleuth_case1202;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.681773667072359;test;0.522061623333333;3;160;326;1;6;66;continuous
mfeat_fourier;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990451046272089;train;2.77130321333333;3;160;326;10;76;1400;multinomial
mfeat_fourier;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975139599289244;test;2.77130321333333;3;160;326;10;76;1400;multinomial
adult;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884729931384405;train;10.831130765;2;12;56;5;12;34190;binomial
adult;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881158939488231;test;10.831130765;2;12;56;5;12;34190;binomial
606_fri_c2_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804532440271864;train;0.341881073333333;7;50;334;9;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788514496220595;test;0.341881073333333;7;50;334;9;10;700;continuous
allhyper;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958857578303654;train;5.13085068666667;1;23;52;16;24;2640;multinomial
allhyper;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982808857808858;test;5.13085068666667;1;23;52;16;24;2640;multinomial
505_tecator;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0622749567177095;train;0.628430793333333;3;160;326;5;16;168;continuous
505_tecator;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.114089482049762;test;0.628430793333333;3;160;326;5;16;168;continuous
1193_BNG_lowbwt;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124164959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605703264984378;train;8.49995912166667;7;45;334;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124164959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608916453628466;test;8.49995912166667;7;45;334;9;9;21773;continuous
228_elusage;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46689918625768;train;0.062096755;5;2;24;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.538228479466783;test;0.062096755;5;2;24;1;1;39;continuous
ring;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820897580684237;train;0.954681703333333;11;78;502;20;20;5180;binomial
ring;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805452040984465;test;0.954681703333333;11;78;502;20;20;5180;binomial
635_fri_c0_250_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529090452965792;train;0.131591835;3;50;166;7;10;175;continuous
635_fri_c0_250_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515592238520753;test;0.131591835;3;50;166;7;10;175;continuous
522_pm10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831831536847833;train;1.18964759165;7;14;206;7;7;350;continuous
522_pm10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882155876070234;test;1.18964759165;7;14;206;7;7;350;continuous
228_elusage;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44762146030784;train;0.0367518016666667;3;2;16;1;1;39;continuous
228_elusage;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460162163281559;test;0.0367518016666667;3;2;16;1;1;39;continuous
650_fri_c0_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445904801150425;train;0.639855083333333;8;190;396;39;50;350;continuous
650_fri_c0_500_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469862732083801;test;0.639855083333333;8;190;396;39;50;350;continuous
542_pollution;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495133874897611;train;0.993046901666667;5;200;410;6;10;42;continuous
542_pollution;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.775714103453324;test;0.993046901666667;5;200;410;6;10;42;continuous
1096_FacultySalaries;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335357134504908;train;0.0729583383333333;3;4;32;1;2;35;continuous
1096_FacultySalaries;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60827569299709;test;0.0729583383333333;3;4;32;1;2;35;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809870071792719;train;2.09254398666667;9;20;362;7;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835159825243283;test;2.09254398666667;9;20;362;7;10;175;continuous
colic;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886430127606598;train;0.388472255;6;79;300;4;22;258;binomial
colic;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922621478154349;test;0.388472255;6;79;300;4;22;258;binomial
608_fri_c3_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828868880934655;train;0.644980618333333;3;20;130;7;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84768077431693;test;0.644980618333333;3;20;130;7;10;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125152209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507363897159158;train;0.473805136666667;8;125;386;5;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125152209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.563818040905914;test;0.473805136666667;8;125;386;5;25;700;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495219931174195;train;0.251554901666667;6;30;302;4;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.652482930322953;test;0.251554901666667;6;30;302;4;6;66;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897454705556912;train;0.870957981666667;3;160;326;10;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871348911245386;test;0.870957981666667;3;160;326;10;10;350;continuous
new_thyroid;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999400910615864;train;0.24710348;3;5;36;3;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.24710348;3;5;36;3;5;151;multinomial
596_fri_c2_250_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794982178606287;train;0.105195176666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862615469565057;test;0.105195176666667;3;25;156;5;5;175;continuous
analcatdata_aids;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124202559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960526315789474;train;3.97855939666667;20;500;1040;1;2;35;binomial
analcatdata_aids;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124202559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.611111111111111;test;3.97855939666667;20;500;1040;1;2;35;binomial
analcatdata_happiness;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818948412698413;train;0.61253468335;3;160;326;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.548611111111111;test;0.61253468335;3;160;326;1;3;42;multinomial
hypothyroid;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125094453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931154569153558;train;1.63453496831667;20;80;878;20;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125094453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906803097345133;test;1.63453496831667;20;80;878;20;20;2215;binomial
594_fri_c2_100_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836590563343242;train;0.86277211;3;160;326;5;5;70;continuous
594_fri_c2_100_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.932111285054148;test;0.86277211;3;160;326;5;5;70;continuous
561_cpu;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.163454764355811;train;0.985536863333333;12;14;352;7;7;147;continuous
561_cpu;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.170055407384272;test;0.985536863333333;12;14;352;7;7;147;continuous
breast_cancer;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125194553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.743966117428638;train;0.586541338333333;5;9;92;4;9;201;binomial
breast_cancer;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125194553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715988779803647;test;0.586541338333333;5;9;92;4;9;201;binomial
analcatdata_happiness;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890873015873016;train;1.27333459833333;7;240;494;3;3;42;multinomial
analcatdata_happiness;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.506944444444445;test;1.27333459833333;7;240;494;3;3;42;multinomial
allhyper;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993440670911039;train;0.55587198;6;25;256;17;25;2640;multinomial
allhyper;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888462651997684;test;0.55587198;6;25;256;17;25;2640;multinomial
nikuradse_2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840871117831297;train;0.028708025;3;2;16;0;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743468290883518;test;0.028708025;3;2;16;0;1;254;continuous
588_fri_c4_1000_100;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856018520628666;train;0.980901023333333;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826706281580025;test;0.980901023333333;3;160;326;5;100;700;continuous
560_bodyfat;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0355045746775291;train;1.50050652;6;200;412;1;13;177;continuous
560_bodyfat;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0327636131188788;test;1.50050652;6;200;412;1;13;177;continuous
593_fri_c1_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805908045444578;train;1.46257219166667;5;200;410;7;10;700;continuous
593_fri_c1_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855065595289817;test;1.46257219166667;5;200;410;7;10;700;continuous
hypothyroid;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997152349311818;train;1.86445098166667;3;160;326;8;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976718489014519;test;1.86445098166667;3;160;326;8;20;2215;binomial
561_cpu;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.1183253639824;train;1.11957732166667;13;14;380;6;7;147;continuous
561_cpu;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.119642124047567;test;1.11957732166667;13;14;380;6;7;147;continuous
659_sleuth_ex1714;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518152889129663;train;0.845584836666667;3;160;326;3;3;33;continuous
659_sleuth_ex1714;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79731530136626;test;0.845584836666667;3;160;326;3;3;33;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341481091226946;train;0.288506793333333;3;112;230;0;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349988968714888;test;0.288506793333333;3;112;230;0;3;333;continuous
confidence;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95211038961039;train;1.31398812333333;7;240;494;1;1;51;multinomial
confidence;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938888888888889;test;1.31398812333333;7;240;494;1;1;51;multinomial
615_fri_c4_250_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229693641441465;train;1.23110913;6;220;452;8;10;175;continuous
615_fri_c4_250_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483135784338773;test;1.23110913;6;220;452;8;10;175;continuous
analcatdata_creditscore;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99;train;0.80175136;3;160;326;6;6;70;binomial
analcatdata_creditscore;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.80175136;3;160;326;6;6;70;binomial
churn;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855346531402869;train;9.44063720166667;16;15;474;7;15;3500;binomial
churn;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849250645994832;test;9.44063720166667;16;15;474;7;15;3500;binomial
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641_fri_c1_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395262787273502;test;1.00618428666667;5;200;410;4;10;350;continuous
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616_fri_c4_500_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.758968948561036;train;1.58278943333333;8;244;504;18;49;350;continuous
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analcatdata_japansolvent;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860119047619048;train;0.639100998333333;3;160;326;1;4;37;binomial
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wine_quality_red;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.787826644127869;train;2.44422632833333;10;252;524;7;11;1120;multinomial
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banana;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125184116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.475306289377694;train;4.38339764501667;20;436;912;2;2;3710;binomial
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687_sleuth_ex1605;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.614531497169132;train;0.596445536666667;10;10;210;5;5;44;continuous
687_sleuth_ex1605;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.6693963789961;test;0.596445536666667;10;10;210;5;5;44;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272905143042523;train;2.401905155;9;280;578;5;25;175;continuous
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colic;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846609464045591;train;0.757124704983333;3;22;110;2;22;258;binomial
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596_fri_c2_250_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872402257312721;train;0.23852065;6;25;280;2;5;175;continuous
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579_fri_c0_250_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510321581049949;train;0.228256896683333;3;10;72;5;5;175;continuous
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wdbc;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.79011119;3;160;326;22;22;399;binomial
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663_rabe_266;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.100006330577355;test;2.27620219166667;20;357;754;2;2;84;continuous
diabetes;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842703972860678;train;0.811615961666667;12;8;200;8;8;538;binomial
diabetes;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820702844848195;test;0.811615961666667;12;8;200;8;8;538;binomial
breast;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995930264532806;train;0.839764853333333;3;160;326;10;10;490;binomial
breast;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979804727646454;test;0.839764853333333;3;160;326;10;10;490;binomial
shuttle;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90044845585671;train;32.36698381;4;180;368;7;8;40600;multinomial
shuttle;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878170534557588;test;32.36698381;4;180;368;7;8;40600;multinomial
mfeat_factors;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125153731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999949693436704;train;3.569565455;3;160;326;136;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125153731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998486172033757;test;3.569565455;3;160;326;136;137;1400;multinomial
195_auto_price;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.324640043411187;train;0.53726463;5;20;216;10;10;112;continuous
195_auto_price;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.377008934094079;test;0.53726463;5;20;216;10;10;112;continuous
spectf;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999588274044796;train;3.70528660331667;20;500;1040;34;44;245;binomial
spectf;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962524654832347;test;3.70528660331667;20;500;1040;34;44;245;binomial
522_pm10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83544108810241;train;1.75174852666667;20;302;644;5;7;350;continuous
522_pm10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847076987576547;test;1.75174852666667;20;302;644;5;7;350;continuous
678_visualizing_environmental;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.746920962305288;train;0.589546511666667;3;160;326;2;3;78;continuous
678_visualizing_environmental;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.861983054857642;test;0.589546511666667;3;160;326;2;3;78;continuous
saheart;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798418972332016;train;1.182612965;9;9;168;7;9;324;binomial
saheart;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775388291517324;test;1.182612965;9;9;168;7;9;324;binomial
620_fri_c1_1000_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852435233135981;train;0.309673623333333;5;122;260;16;25;700;continuous
620_fri_c1_1000_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806130410662042;test;0.309673623333333;5;122;260;16;25;700;continuous
529_pollen;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355559351803538;train;3.668093495;15;336;702;4;4;2694;continuous
529_pollen;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492723212067245;test;3.668093495;15;336;702;4;4;2694;continuous
344_mv;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140662244724678;train;3.52536459666667;5;184;378;9;9;28538;continuous
344_mv;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125141427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139299922886095;test;3.52536459666667;5;184;378;9;9;28538;continuous
clean2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.526506359734961;train;35.5677773333333;6;81;262;93;106;4619;binomial
clean2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.529494382022472;test;35.5677773333333;6;81;262;93;106;4619;binomial
621_fri_c0_100_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505066189890085;train;0.800593291666667;3;160;326;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.42952359323584;test;0.800593291666667;3;160;326;10;10;70;continuous
prnn_synth;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959411764705882;train;0.718904463333333;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906785714285714;test;0.718904463333333;3;160;326;2;2;175;binomial
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827455860373998;train;1.0805351;12;253;564;4;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.924855071078442;test;1.0805351;12;253;564;4;99;700;continuous
bupa;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731692307692308;train;0.564034849983333;3;160;326;5;5;242;binomial
bupa;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.617269984917044;test;0.564034849983333;3;160;326;5;5;242;binomial
analcatdata_cyyoung9302;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89030612244898;train;0.590713246666667;13;24;580;3;6;65;binomial
analcatdata_cyyoung9302;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.590713246666667;13;24;580;3;6;65;binomial
1196_BNG_pharynx;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124201715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.670051079894496;train;33.398337885;1;120;242;5;10;700000;continuous
1196_BNG_pharynx;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124201715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.672276443190455;test;33.398337885;1;120;242;5;10;700000;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855741505689419;train;0.73234611;3;72;150;49;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85867069687965;test;0.73234611;3;72;150;49;50;350;continuous
dis;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825901044998934;train;2.08781155;20;100;880;25;25;2641;binomial
dis;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.657471923928191;test;2.08781155;20;100;880;25;25;2641;binomial
hepatitis;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126115124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830627705627706;train;1.70985633833333;20;76;886;2;19;109;binomial
hepatitis;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126115124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616883116883117;test;1.70985633833333;20;76;886;2;19;109;binomial
651_fri_c0_100_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.536724786609923;train;0.232401808333333;3;47;150;21;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.663543055807284;test;0.232401808333333;3;47;150;21;25;70;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.531311899026317;train;2.084360745;20;328;696;2;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.498517456873;test;2.084360745;20;328;696;2;3;333;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222997558103755;train;0.766466153333333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297784540145456;test;0.766466153333333;3;160;326;5;5;700;continuous
192_vineyard;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468887576483441;train;1.52480951333333;9;280;578;2;2;37;continuous
192_vineyard;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.538906548474885;test;1.52480951333333;9;280;578;2;2;37;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593663120112307;train;18.6254131716667;6;220;452;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.602451899421747;test;18.6254131716667;6;220;452;9;9;21773;continuous
twonorm;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125143203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998250893338486;train;3.040093935;3;20;110;20;20;5180;binomial
twonorm;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125143203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997319683558642;test;3.040093935;3;20;110;20;20;5180;binomial
glass;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830571180575126;train;0.771712841666667;3;160;326;4;9;144;multinomial
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556_analcatdata_apnea2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240803310730544;train;0.656793138333333;3;144;294;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598206838489672;test;0.656793138333333;3;144;294;0;3;333;continuous
letter;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126105440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977252759416066;train;9.503734925;15;16;404;15;16;14000;multinomial
letter;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126105440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976690219244045;test;9.503734925;15;16;404;15;16;14000;multinomial
583_fri_c1_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838242250269138;train;0.214563855;3;90;186;5;50;700;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866800626630905;test;0.214563855;3;90;186;5;50;700;continuous
649_fri_c0_500_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207645491834356;train;2.06484842666667;10;300;620;5;5;350;continuous
649_fri_c0_500_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371230241685742;test;2.06484842666667;10;300;620;5;5;350;continuous
522_pm10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868273511728896;train;0.92683781;5;200;410;7;7;350;continuous
522_pm10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827642526493177;test;0.92683781;5;200;410;7;7;350;continuous
allhypo;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841752517006803;train;4.70763831833333;16;292;616;12;25;2639;multinomial
allhypo;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124171534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831424379380244;test;4.70763831833333;16;292;616;12;25;2639;multinomial
wine_quality_white;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.659193474318923;train;2.86914838666667;6;11;124;1;11;3429;multinomial
wine_quality_white;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594745256831279;test;2.86914838666667;6;11;124;1;11;3429;multinomial
spambase;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982566021069901;train;2.372004365;7;240;494;43;54;3221;binomial
spambase;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977059439206305;test;2.372004365;7;240;494;43;54;3221;binomial
519_vinnie;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476257953792722;train;1.01685251833333;3;160;326;2;2;266;continuous
519_vinnie;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465501410458702;test;1.01685251833333;3;160;326;2;2;266;continuous
574_house_16H;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125142615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485201955453458;train;16.0438306533333;18;30;772;14;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125142615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466076717168608;test;16.0438306533333;18;30;772;14;15;15949;continuous
547_no2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.688102565769167;train;0.241167021666667;5;35;250;5;7;350;continuous
547_no2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.647568578128568;test;0.241167021666667;5;35;250;5;7;350;continuous
519_vinnie;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481094713649254;train;0.051211675;3;10;80;1;2;266;continuous
519_vinnie;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46686554896075;test;0.051211675;3;10;80;1;2;266;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457746430332645;train;2.83243704666667;9;50;402;14;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.575375191277849;test;2.83243704666667;9;50;402;14;25;350;continuous
labor;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.683559285;3;160;326;15;15;40;binomial
labor;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.683559285;3;160;326;15;15;40;binomial
637_fri_c1_500_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873278215143888;train;0.622091801666667;12;188;436;4;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865589880271683;test;0.622091801666667;12;188;436;4;50;350;continuous
profb;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.630873103958565;train;0.520741304983333;3;160;326;2;9;471;binomial
profb;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.644203683640303;test;0.520741304983333;3;160;326;2;9;471;binomial
678_visualizing_environmental;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.696410187105452;train;0.30355204;10;15;310;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.936511822399866;test;0.30355204;10;15;310;3;3;78;continuous
pendigits;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997960065071924;train;38.3687590866833;2;16;68;16;16;7695;multinomial
pendigits;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996624844189316;test;38.3687590866833;2;16;68;16;16;7695;multinomial
optdigits;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.57879513166667;3;56;138;51;62;3934;multinomial
optdigits;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981898168729422;test;2.57879513166667;3;56;138;51;62;3934;multinomial
hepatitis;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.775862068965517;train;1.66622403666667;20;76;888;5;19;109;binomial
hepatitis;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841666666666667;test;1.66622403666667;20;76;888;5;19;109;binomial
pima;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830447064603292;train;0.577196361666667;3;160;326;5;8;538;binomial
pima;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818126223091977;test;0.577196361666667;3;160;326;5;8;538;binomial
lupus;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823226544622426;train;0.455866665;3;160;326;1;2;61;binomial
lupus;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895833333333333;test;0.455866665;3;160;326;1;2;61;binomial
659_sleuth_ex1714;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300542113395853;train;0.556288905;3;160;326;1;2;33;continuous
659_sleuth_ex1714;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.670517160843591;test;0.556288905;3;160;326;1;2;33;continuous
596_fri_c2_250_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237799885610006;train;1.31548312833333;6;220;452;5;5;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429057397579811;test;1.31548312833333;6;220;452;5;5;175;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188357483402702;train;8.12931577168333;11;320;662;5;99;700;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308284645215904;test;8.12931577168333;11;320;662;5;99;700;continuous
yeast;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933113803310428;train;4.57070250666667;20;403;848;7;8;1036;multinomial
yeast;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854372003536452;test;4.57070250666667;20;403;848;7;8;1036;multinomial
1193_BNG_lowbwt;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.581883255578086;train;30.1589043266667;9;280;578;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.605166617541659;test;30.1589043266667;9;280;578;8;9;21773;continuous
597_fri_c2_500_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834290171894031;train;0.690833125;7;10;152;5;5;350;continuous
597_fri_c2_500_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820020746051802;test;0.690833125;7;10;152;5;5;350;continuous
analcatdata_cyyoung8092;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893028846153846;train;0.62373409;11;7;156;3;7;68;binomial
analcatdata_cyyoung8092;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898809523809524;test;0.62373409;11;7;156;3;7;68;binomial
344_mv;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124182536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0437330198753772;train;17.1342043116667;3;160;326;5;10;28538;continuous
344_mv;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124182536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.045429891259953;test;17.1342043116667;3;160;326;5;10;28538;continuous
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591_fri_c1_100_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.08374485155787;test;1.57347146166667;5;200;410;8;10;70;continuous
dis;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125101319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786822484711402;train;2.02229503;18;100;796;22;25;2641;binomial
dis;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125101319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700253202263926;test;2.02229503;18;100;796;22;25;2641;binomial
195_auto_price;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308307484117163;train;2.07177426166667;11;320;662;3;11;112;continuous
195_auto_price;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337665597477646;test;2.07177426166667;11;320;662;3;11;112;continuous
1089_USCrime;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.340153718214109;train;0.721613466666667;3;160;326;4;4;33;continuous
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218_house_8L;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45826716508174;train;4.65422659333333;11;16;368;7;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455887618758403;test;4.65422659333333;11;16;368;7;8;15949;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.206645339813704;train;0.148395993333333;3;6;48;3;3;333;continuous
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225_puma8NH;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125132035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742482826949298;train;2.27953292;5;200;410;3;8;5735;continuous
225_puma8NH;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125132035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.733572526953582;test;2.27953292;5;200;410;3;8;5735;continuous
659_sleuth_ex1714;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.343470049213556;train;0.0654022433333333;6;5;70;1;1;33;continuous
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505_tecator;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.106906184210891;train;1.10082153166667;3;160;326;11;18;168;continuous
505_tecator;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.125039673848508;test;1.10082153166667;3;160;326;11;18;168;continuous
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analcatdata_japansolvent;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124212705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.685185185185185;test;0.306512138333333;13;12;322;3;3;37;binomial
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607_fri_c4_1000_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8422566754275;train;2.21332124166667;11;304;630;6;50;700;continuous
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prnn_fglass;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844647971781305;train;0.64747597;3;9;60;2;9;144;multinomial
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712_chscase_geyser1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446668139156734;train;0.541227476666667;3;160;326;2;2;156;continuous
712_chscase_geyser1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.587688274114969;test;0.541227476666667;3;160;326;2;2;156;continuous
626_fri_c2_500_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80308574812295;train;1.30111243666667;6;99;276;44;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849262085589526;test;1.30111243666667;6;99;276;44;50;350;continuous
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591_fri_c1_100_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897038916253709;train;0.59952858;6;20;254;1;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.903913829125438;test;0.59952858;6;20;254;1;10;70;continuous
cloud;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720152290165078;train;1.24063565333333;7;240;494;4;7;76;multinomial
cloud;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.414197530864198;test;1.24063565333333;7;240;494;4;7;76;multinomial
522_pm10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8348726134201;train;0.472919475;3;14;98;6;7;350;continuous
522_pm10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878987416989459;test;0.472919475;3;14;98;6;7;350;continuous
678_visualizing_environmental;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.907468087274794;train;0.12889601;3;6;48;0;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.02178776122453;test;0.12889601;3;6;48;0;3;78;continuous
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calendarDOW;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780160714285714;test;2.42773868;8;254;524;14;14;280;multinomial
optdigits;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999092237939093;train;9.893960165;3;160;326;47;61;3934;multinomial
optdigits;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998660769472818;test;9.893960165;3;160;326;47;61;3934;multinomial
201_pol;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844663814991618;train;4.81102971333333;16;372;776;25;26;10500;continuous
201_pol;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840045692314113;test;4.81102971333333;16;372;776;25;26;10500;continuous
ionosphere;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994274672582838;train;0.958585608333333;3;160;326;25;32;246;binomial
ionosphere;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942965023847377;test;0.958585608333333;3;160;326;25;32;246;binomial
645_fri_c3_500_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808189598139113;train;0.577206211666667;9;192;406;9;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.935721925953781;test;0.577206211666667;9;192;406;9;50;350;continuous
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colic;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914951245937161;test;0.76811027335;3;160;326;6;22;258;binomial
auto;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920801974743622;train;0.974678613333333;5;200;410;1;21;142;multinomial
auto;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865655706727135;test;0.974678613333333;5;200;410;1;21;142;multinomial
breast_cancer;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.761643026004728;train;2.037788575;10;300;620;5;9;201;binomial
breast_cancer;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.699333333333333;test;2.037788575;10;300;620;5;9;201;binomial
clean1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.536082938333333;3;34;74;1;91;334;binomial
clean1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.536082938333333;3;34;74;1;91;334;binomial
heart_statlog;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931958057898336;train;1.14611762;6;220;452;12;13;189;binomial
heart_statlog;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81578947368421;test;1.14611762;6;220;452;12;13;189;binomial
colic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897515527950311;train;0.217334833333333;3;68;174;3;22;258;binomial
colic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877031419284941;test;0.217334833333333;3;68;174;3;22;258;binomial
churn;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867829725348083;train;8.254716195;13;15;378;10;15;3500;binomial
churn;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841023810156823;test;8.254716195;13;15;378;10;15;3500;binomial
583_fri_c1_1000_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835330367416122;train;0.67025817;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844372295503052;test;0.67025817;3;160;326;5;50;700;continuous
analcatdata_lawsuit;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997763864042934;train;0.658721325;3;160;326;4;4;185;binomial
analcatdata_lawsuit;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.658721325;3;160;326;4;4;185;binomial
collins;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.58933680666667;3;160;326;19;20;340;multinomial
collins;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999941724941725;test;1.58933680666667;3;160;326;19;20;340;multinomial
wine_recognition;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.87941844;3;160;326;13;13;125;multinomial
wine_recognition;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.87941844;3;160;326;13;13;125;multinomial
564_fried;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289848503227591;train;35.93826486;3;160;326;7;10;28538;continuous
564_fried;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31324989644742;test;35.93826486;3;160;326;7;10;28538;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831400323083439;train;0.485179405;3;50;150;5;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849408024202053;test;0.485179405;3;50;150;5;25;175;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.465392319099837;train;2.14457385666667;16;420;872;2;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.511416068614741;test;2.14457385666667;16;420;872;2;5;70;continuous
heart_statlog;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929455445544555;train;1.19860262333333;6;220;452;11;13;189;binomial
heart_statlog;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910714285714286;test;1.19860262333333;6;220;452;11;13;189;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125202601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980392156862745;train;0.118232426666667;5;3;36;2;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125202601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928571428571429;test;0.118232426666667;5;3;36;2;3;35;binomial
flags;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.823670634920635;train;4.12335432833333;20;500;1040;26;39;125;multinomial
flags;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.736031746031746;test;4.12335432833333;20;500;1040;26;39;125;multinomial
letter;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991652488759367;train;22.92342561;14;348;724;11;16;14000;multinomial
letter;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988296300431053;test;22.92342561;14;348;724;11;16;14000;multinomial
505_tecator;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.136669723769803;train;0.755564561666667;3;160;326;7;19;168;continuous
505_tecator;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.162838321111781;test;0.755564561666667;3;160;326;7;19;168;continuous
Hill_Valley_with_noise;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.542941653070511;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.518199757134183;test;;-Inf;-Inf;;1;1;849;binomial
hypothyroid;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999714356026648;train;4.02832879;11;320;662;5;20;2215;binomial
hypothyroid;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982834382628806;test;4.02832879;11;320;662;5;20;2215;binomial
analcatdata_boxing1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92267706302794;train;0.671389685;3;160;326;1;3;84;binomial
analcatdata_boxing1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83015873015873;test;0.671389685;3;160;326;1;3;84;binomial
635_fri_c0_250_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580760426348244;train;0.315934506666667;7;50;334;8;10;175;continuous
635_fri_c0_250_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457623845281321;test;0.315934506666667;7;50;334;8;10;175;continuous
604_fri_c4_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86764859153449;train;1.80451384166667;8;20;328;5;10;350;continuous
604_fri_c4_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823765547816076;test;1.80451384166667;8;20;328;5;10;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125101614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837564703134373;train;2.23000566;8;50;360;5;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125101614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835023693469118;test;2.23000566;8;50;360;5;25;350;continuous
cloud;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.518357153467448;train;0.726510219983333;9;6;116;1;6;76;multinomial
cloud;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540518707482993;test;0.726510219983333;9;6;116;1;6;76;multinomial
profb;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125183037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.639344094391413;train;1.14936739166667;10;204;428;1;9;471;binomial
profb;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125183037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699182115594329;test;1.14936739166667;10;204;428;1;9;471;binomial
654_fri_c0_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125141006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277219172964579;train;1.84383027;8;244;504;9;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125141006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.512975001068929;test;1.84383027;8;244;504;9;10;350;continuous
german;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83302805082714;train;2.11656334;6;20;228;16;20;700;binomial
german;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783036935704514;test;2.11656334;6;20;228;16;20;700;binomial
597_fri_c2_500_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243673626684933;train;0.60541671;3;160;326;5;5;350;continuous
597_fri_c2_500_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35825147165448;test;0.60541671;3;160;326;5;5;350;continuous
vehicle;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88535032193063;train;1.94144723333333;7;240;494;13;13;593;multinomial
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608_fri_c3_1000_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124182635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839701743822623;train;1.69310807333333;5;200;410;7;10;700;continuous
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230_machine_cpu;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2158275280961;test;2.97287874166667;15;400;830;5;6;147;continuous
prnn_synth;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939263322884013;train;0.599464178333333;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933854907539118;test;0.599464178333333;3;160;326;2;2;175;binomial
666_rmftsa_ladata;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125120237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.454051140708384;train;0.705576801666667;3;160;326;2;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125120237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.58241501105744;test;0.705576801666667;3;160;326;2;10;356;continuous
phoneme;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796744004679275;train;1.13435152166667;9;5;96;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789456290962799;test;1.13435152166667;9;5;96;5;5;3783;binomial
195_auto_price;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.374416857557553;train;1.18990561833333;8;20;328;2;10;112;continuous
195_auto_price;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.428580931615808;test;1.18990561833333;8;20;328;2;10;112;continuous
542_pollution;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473023119207813;train;0.918140496666667;9;18;302;8;9;42;continuous
542_pollution;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844425025312419;test;0.918140496666667;9;18;302;8;9;42;continuous
581_fri_c3_500_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124213238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768915721378089;train;0.872833663333333;3;160;326;23;25;350;continuous
581_fri_c3_500_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124213238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855715136575026;test;0.872833663333333;3;160;326;23;25;350;continuous
wine_recognition;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.60542183;3;13;80;12;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.60542183;3;13;80;12;13;125;multinomial
magic;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957455813300315;train;23.7188900283333;10;300;620;9;9;13314;binomial
magic;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918522351909623;test;23.7188900283333;10;300;620;9;9;13314;binomial
wine_quality_white;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.685017492101868;train;0.51190479;10;11;220;7;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.612741371199724;test;0.51190479;10;11;220;7;11;3429;multinomial
waveform_21;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967079123424555;train;0.297297511666667;5;21;182;19;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965669354141441;test;0.297297511666667;5;21;182;19;21;3500;multinomial
648_fri_c1_250_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.651316496842679;train;0.659086838333333;9;210;438;24;50;175;continuous
648_fri_c1_250_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.920896793932484;test;0.659086838333333;9;210;438;24;50;175;continuous
1193_BNG_lowbwt;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610842117618998;train;2.65731422333333;3;18;92;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.604329296832031;test;2.65731422333333;3;18;92;9;9;21773;continuous
663_rabe_266;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.147577123225782;train;1.18551653333333;6;204;420;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.122814991653664;test;1.18551653333333;6;204;420;2;2;84;continuous
227_cpu_small;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.342136654819107;train;1.39817702666667;3;160;326;10;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.344942978393127;test;1.39817702666667;3;160;326;10;12;5735;continuous
712_chscase_geyser1;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525287777248092;train;0.11895252;6;10;140;2;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.640279044027926;test;0.11895252;6;10;140;2;2;156;continuous
wdbc;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989016905351567;train;1.20105602833333;6;220;452;13;22;399;binomial
wdbc;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9765625;test;1.20105602833333;6;220;452;13;22;399;binomial
574_house_16H;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478927663712956;train;0.763509603333333;11;75;512;14;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485278794097539;test;0.763509603333333;11;75;512;14;15;15949;continuous
344_mv;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452108066626478;train;1.96324728333333;5;18;196;8;9;28538;continuous
344_mv;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454170349781851;test;1.96324728333333;5;18;196;8;9;28538;continuous
706_sleuth_case1202;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354167743738665;train;0.531896596666667;3;160;326;6;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.669059271828183;test;0.531896596666667;3;160;326;6;6;66;continuous
analcatdata_cyyoung8092;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124161146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908653846153846;train;0.146807143333333;3;28;158;4;7;68;binomial
analcatdata_cyyoung8092;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124161146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.146807143333333;3;28;158;4;7;68;binomial
ionosphere;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992663981588032;train;0.868376831666667;3;160;326;13;32;246;binomial
ionosphere;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963079340141398;test;0.868376831666667;3;160;326;13;32;246;binomial
dis;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686428363847719;train;5.40359213501667;5;24;212;3;24;2641;binomial
dis;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.706477906477906;test;5.40359213501667;5;24;212;3;24;2641;binomial
mfeat_karhunen;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.827031218333333;3;59;138;29;64;1400;multinomial
mfeat_karhunen;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973608852252569;test;0.827031218333333;3;59;138;29;64;1400;multinomial
537_houses;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.576916808546651;train;0.179239115;3;30;166;6;6;14448;continuous
537_houses;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580152079251278;test;0.179239115;3;30;166;6;6;14448;continuous
appendicitis;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124191239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863083164300203;train;0.602050605;3;160;326;2;4;75;binomial
appendicitis;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124191239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824074074074074;test;0.602050605;3;160;326;2;4;75;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931547619047619;train;1.23847469833333;6;220;452;4;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;test;1.23847469833333;6;220;452;4;4;37;binomial
prnn_crabs;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998774509803922;train;0.713118691666667;3;160;326;4;4;140;binomial
prnn_crabs;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996651785714286;test;0.713118691666667;3;160;326;4;4;140;binomial
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810574678673268;train;0.88291634835;3;160;326;10;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84452170373605;test;0.88291634835;3;160;326;10;50;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842585048565482;train;0.699867621666667;8;190;396;13;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824969717034964;test;0.699867621666667;8;190;396;13;100;700;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278798311388453;train;0.612267438333333;3;160;326;4;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389412849944674;test;0.612267438333333;3;160;326;4;5;350;continuous
magic;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854909738478766;train;8.96773465166667;9;9;160;9;9;13314;binomial
magic;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849571562340359;test;8.96773465166667;9;9;160;9;9;13314;binomial
clean1;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125180120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.850025951666667;3;160;326;1;88;334;binomial
clean1;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125180120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.850025951666667;3;160;326;1;88;334;binomial
562_cpu_small;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.181302709390341;train;1.73786171333333;3;160;326;12;12;5735;continuous
562_cpu_small;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.200472814728599;test;1.73786171333333;3;160;326;12;12;5735;continuous
617_fri_c3_500_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814463710275295;train;0.122902835;3;25;156;5;5;350;continuous
617_fri_c3_500_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853522901087972;test;0.122902835;3;25;156;5;5;350;continuous
contraceptive;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74096737729845;train;6.07270146333333;20;9;352;7;9;1032;multinomial
contraceptive;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.710420660890144;test;6.07270146333333;20;9;352;7;9;1032;multinomial
mfeat_karhunen;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999720668450452;train;19.0602384133333;3;61;138;58;64;1400;multinomial
mfeat_karhunen;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99611281137813;test;19.0602384133333;3;61;138;58;64;1400;multinomial
prnn_crabs;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.04704296;3;12;54;2;3;140;binomial
prnn_crabs;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987723214285714;test;0.04704296;3;12;54;2;3;140;binomial
sonar;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95701951951952;train;0.723068898333333;3;160;326;59;59;146;binomial
sonar;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829189189189189;test;0.723068898333333;3;160;326;59;59;146;binomial
599_fri_c2_1000_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80653570269502;train;1.15808647166667;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800872805012154;test;1.15808647166667;3;160;326;5;5;700;continuous
spectf;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125151249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97985347985348;train;0.744368498333333;9;166;426;43;44;245;binomial
spectf;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125151249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.755208333333333;test;0.744368498333333;9;166;426;43;44;245;binomial
503_wind;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447112412626265;train;1.38744358833333;6;69;302;14;14;4602;continuous
503_wind;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460840582508727;test;1.38744358833333;6;69;302;14;14;4602;continuous
phoneme;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.78871863368751;train;1.98244900501667;7;218;450;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795291133945146;test;1.98244900501667;7;218;450;5;5;3783;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998931623931624;train;0.654529379983333;3;160;326;4;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984126984126984;test;0.654529379983333;3;160;326;4;6;70;binomial
iris;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992901992901993;train;0.138641581666667;3;3;24;1;3;105;multinomial
iris;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993966817496229;test;0.138641581666667;3;3;24;1;3;105;multinomial
666_rmftsa_ladata;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516797549564837;train;1.01202888666667;13;50;586;6;10;356;continuous
666_rmftsa_ladata;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.766543626179166;test;1.01202888666667;13;50;586;6;10;356;continuous
519_vinnie;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480589550631212;train;0.148124716666667;3;4;32;2;2;266;continuous
519_vinnie;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466589304829805;test;0.148124716666667;3;4;32;2;2;266;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.553722335509042;train;0.96226248;6;50;276;21;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511256992729354;test;0.96226248;6;50;276;21;25;70;continuous
colic;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.896117077003667;train;0.945457883333333;14;85;636;3;22;258;binomial
colic;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.856232782369146;test;0.945457883333333;14;85;636;3;22;258;binomial
604_fri_c4_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291270404355132;train;1.020230385;5;200;410;4;10;350;continuous
604_fri_c4_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390857338304811;test;1.020230385;5;200;410;4;10;350;continuous
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950443786982249;train;2.01490336833333;12;340;704;4;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.781746031746032;test;2.01490336833333;12;340;704;4;6;65;binomial
654_fri_c0_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522821463645232;train;1.17567240333333;6;20;250;7;10;350;continuous
654_fri_c0_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.537980036581724;test;1.17567240333333;6;20;250;7;10;350;continuous
tokyo1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972219848661787;train;0.375906651666667;5;72;250;8;22;672;binomial
tokyo1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965979381443299;test;0.375906651666667;5;72;250;8;22;672;binomial
635_fri_c0_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.558859043880678;train;1.36292232831667;7;224;462;8;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439121697746918;test;1.36292232831667;7;224;462;8;10;175;continuous
wine_recognition;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.775178398333333;3;13;88;7;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.775178398333333;3;13;88;7;13;125;multinomial
582_fri_c1_500_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823969926615666;train;0.311164518333333;5;124;270;5;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878271284032475;test;0.311164518333333;5;124;270;5;25;350;continuous
656_fri_c1_100_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786136539699115;train;0.404217631666667;9;25;416;4;5;70;continuous
656_fri_c1_100_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793899221939918;test;0.404217631666667;9;25;416;4;5;70;continuous
analcatdata_aids;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799342105263158;train;2.83020762333333;20;420;880;3;3;35;binomial
analcatdata_aids;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.685185185185185;test;2.83020762333333;20;420;880;3;3;35;binomial
schizo;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.720385546656733;train;1.73855345833333;9;264;546;1;13;238;multinomial
schizo;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.630504703788457;test;1.73855345833333;9;264;546;1;13;238;multinomial
satimage;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978270260947196;train;28.7672529183333;3;25;114;21;25;4505;multinomial
satimage;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98152777148182;test;28.7672529183333;3;25;114;21;25;4505;multinomial
634_fri_c2_100_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312372941716062;train;2.68312731668333;18;428;894;3;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.473948073304791;test;2.68312731668333;18;428;894;3;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482267995799027;train;0.785155688333333;14;50;638;9;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535352500438719;test;0.785155688333333;14;50;638;9;10;70;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810058582939717;train;1.57618871833333;10;20;410;6;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77123696146449;test;1.57618871833333;10;20;410;6;10;175;continuous
621_fri_c0_100_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43815873224889;train;1.18315852666667;5;200;410;10;10;70;continuous
621_fri_c0_100_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.63321007452966;test;1.18315852666667;5;200;410;10;10;70;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257415452713992;train;1.04933180666667;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33678031196942;test;1.04933180666667;3;160;326;5;10;700;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877976190476191;train;0.63545001;3;160;326;2;4;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759259259259259;test;0.63545001;3;160;326;2;4;37;binomial
adult;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905179623448255;train;3.43242457333333;7;48;334;9;12;34190;binomial
adult;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900380890558863;test;3.43242457333333;7;48;334;9;12;34190;binomial
561_cpu;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0726955577033986;train;1.63495746833333;10;268;556;5;7;147;continuous
561_cpu;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.117273055937706;test;1.63495746833333;10;268;556;5;7;147;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444816999555184;train;0.682472355;3;72;150;50;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.535025947875372;test;0.682472355;3;72;150;50;50;175;continuous
wine_recognition;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994292929292929;train;0.619629343333333;3;160;326;9;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986415692007797;test;0.619629343333333;3;160;326;9;13;125;multinomial
titanic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821230053217298;train;0.412803283333333;7;28;292;7;7;1545;binomial
titanic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786713144161774;test;0.412803283333333;7;28;292;7;7;1545;binomial
auto;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126111458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919163441480018;train;1.05866461166667;5;200;410;17;20;142;multinomial
auto;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126111458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829092970521542;test;1.05866461166667;5;200;410;17;20;142;multinomial
hungarian;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891340636411059;train;1.53099220666667;8;260;536;3;12;206;binomial
hungarian;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924797843665768;test;1.53099220666667;8;260;536;3;12;206;binomial
564_fried;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482916689602986;train;2.136626755;7;20;292;9;10;28538;continuous
564_fried;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48213524067883;test;2.136626755;7;20;292;9;10;28538;continuous
591_fri_c1_100_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234027729790801;train;1.28355413;6;220;452;4;10;70;continuous
591_fri_c1_100_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125144322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.5902840556141;test;1.28355413;6;220;452;4;10;70;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126110355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.497039823762314;train;0.204924458333333;3;90;186;25;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126110355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533154399596504;test;0.204924458333333;3;90;186;25;25;350;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996628131021195;train;0.359837303333333;6;4;54;2;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.359837303333333;6;4;54;2;4;185;binomial
mfeat_morphological;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950889479482699;train;3.50836318;7;240;494;3;3;1400;multinomial
mfeat_morphological;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942155937409105;test;3.50836318;7;240;494;3;3;1400;multinomial
breast_cancer;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751311587591241;train;1.12785293666667;7;9;132;5;9;201;binomial
breast_cancer;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690104166666667;test;1.12785293666667;7;9;132;5;9;201;binomial
sleep;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125192752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892737953816337;train;33.8612102616667;3;160;326;12;13;74136;multinomial
sleep;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125192752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897400778764956;test;33.8612102616667;3;160;326;12;13;74136;multinomial
colic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126102408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86937441643324;train;0.695993575;3;160;326;2;22;258;binomial
colic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126102408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907717435688036;test;0.695993575;3;160;326;2;22;258;binomial
1595_poker;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814583669042804;train;37.4131265133333;0;100;200;1;10;717507;continuous
1595_poker;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813584595924142;test;37.4131265133333;0;100;200;1;10;717507;continuous
analcatdata_lawsuit;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.105433633333333;3;16;104;4;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889189189189189;test;0.105433633333333;3;16;104;4;4;185;binomial
584_fri_c4_500_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204086237717277;train;3.35086151666667;12;324;672;5;25;350;continuous
584_fri_c4_500_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308484068306184;test;3.35086151666667;12;324;672;5;25;350;continuous
529_pollen;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441257674569023;train;1.848188965;6;204;420;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462772847876781;test;1.848188965;6;204;420;4;4;2694;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79273603447089;train;0.12489259;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839563592897235;test;0.12489259;3;25;156;5;5;700;continuous
auto;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89621222789415;train;7.69193714166667;8;20;284;14;20;142;multinomial
auto;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868679138321996;test;7.69193714166667;8;20;284;14;20;142;multinomial
594_fri_c2_100_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861409667469085;train;0.149491236666667;3;25;166;2;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.950786649146337;test;0.149491236666667;3;25;166;2;5;70;continuous
cleveland;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126104446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642114913576452;train;1.79468505666667;6;13;156;1;13;213;multinomial
cleveland;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126104446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.629611111111111;test;1.79468505666667;6;13;156;1;13;213;multinomial
adult;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915164383582819;train;33.706255835;6;220;452;11;12;34190;binomial
adult;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906092233329294;test;33.706255835;6;220;452;11;12;34190;binomial
wine_quality_white;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.653727305611069;train;4.37044249833333;17;369;772;1;11;3429;multinomial
wine_quality_white;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.601498644739447;test;4.37044249833333;17;369;772;1;11;3429;multinomial
hypothyroid;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953905851746383;train;9.95858567833333;16;20;548;19;20;2215;binomial
hypothyroid;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944455865347552;test;9.95858567833333;16;20;548;19;20;2215;binomial
620_fri_c1_1000_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829940621918563;train;0.915698665016667;3;50;146;25;25;700;continuous
620_fri_c1_1000_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830424955653259;test;0.915698665016667;3;50;146;25;25;700;continuous
658_fri_c3_250_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843903548998271;train;1.188111035;5;200;410;5;24;175;continuous
658_fri_c3_250_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823737418157032;test;1.188111035;5;200;410;5;24;175;continuous
penguins;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996072291803999;train;0.0970157000166667;5;7;78;3;7;241;multinomial
penguins;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998819202477739;test;0.0970157000166667;5;7;78;3;7;241;multinomial
vehicle;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921801884666114;train;0.133889708333333;5;13;126;12;13;593;multinomial
vehicle;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90752371298761;test;0.133889708333333;5;13;126;12;13;593;multinomial
653_fri_c0_250_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261898623420472;train;2.242012655;10;300;620;10;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527484884806451;test;2.242012655;10;300;620;10;25;175;continuous
twonorm;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997900983675378;train;1.55419946166667;3;160;326;20;20;5180;binomial
twonorm;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997897691437922;test;1.55419946166667;3;160;326;20;20;5180;binomial
230_machine_cpu;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.234970019919262;train;0.313564193333333;7;30;334;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.363881889550037;test;0.313564193333333;7;30;334;6;6;147;continuous
biomed;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96497975708502;train;0.497882083333333;9;32;410;6;8;147;binomial
biomed;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942028985507246;test;0.497882083333333;9;32;410;6;8;147;binomial
labor;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984375;train;0.556487851666667;3;160;326;11;15;40;binomial
labor;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884615384615385;test;0.556487851666667;3;160;326;11;15;40;binomial
coil2000;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773790377200463;train;7.60777261166667;6;204;420;13;59;6876;binomial
coil2000;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697046746525731;test;7.60777261166667;6;204;420;13;59;6876;binomial
603_fri_c0_250_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125142254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358831161883388;train;2.37648809501667;11;320;662;23;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125142254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537990629039927;test;2.37648809501667;11;320;662;23;50;175;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501545947677459;train;1.36674361833333;20;275;722;24;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460744842770129;test;1.36674361833333;20;275;722;24;72;742;continuous
vehicle;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950115501360471;train;2.33053057835;3;13;80;13;13;593;multinomial
vehicle;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942138699644259;test;2.33053057835;3;13;80;13;13;593;multinomial
glass;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994227955333077;train;0.626512663333333;3;160;326;5;9;144;multinomial
glass;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903578822833481;test;0.626512663333333;3;160;326;5;9;144;multinomial
analcatdata_germangss;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737126626347606;train;0.657649145;3;160;326;2;5;280;multinomial
analcatdata_germangss;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719707491582492;test;0.657649145;3;160;326;2;5;280;multinomial
crx;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966669591156343;train;2.569964195;13;360;746;11;13;483;binomial
crx;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931839402427638;test;2.569964195;13;360;746;11;13;483;binomial
624_fri_c0_100_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.548888557261573;train;1.33526990333333;6;204;420;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.544659805511859;test;1.33526990333333;6;204;420;5;5;70;continuous
glass2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994124922696351;train;0.727300543333333;3;160;326;9;9;115;binomial
glass2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947089947089947;test;0.727300543333333;3;160;326;9;9;115;binomial
601_fri_c1_250_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772098127189131;train;0.361501143333333;3;10;72;5;5;175;continuous
601_fri_c1_250_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855509551133387;test;0.361501143333333;3;10;72;5;5;175;continuous
titanic;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792525318003439;train;1.479101785;14;7;194;2;7;1545;binomial
titanic;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777901785714286;test;1.479101785;14;7;194;2;7;1545;binomial
588_fri_c4_1000_100;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828992757704894;train;0.822452463333333;2;52;108;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78873629319468;test;0.822452463333333;2;52;108;5;100;700;continuous
segmentation;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997421769750465;train;8.97495585165;3;13;82;13;13;1617;multinomial
segmentation;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997541389526935;test;8.97495585165;3;13;82;13;13;1617;multinomial
spambase;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125181022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984820120396862;train;3.18312827333333;3;51;136;48;54;3221;binomial
spambase;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125181022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981016440127149;test;3.18312827333333;3;51;136;48;54;3221;binomial
561_cpu;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124190148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.123486684481566;train;1.69920022;9;280;578;3;7;147;continuous
561_cpu;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124190148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201137593848729;test;1.69920022;9;280;578;3;7;147;continuous
ecoli;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978732363253538;train;0.0478811133333333;3;6;44;5;6;229;multinomial
ecoli;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986583800186741;test;0.0478811133333333;3;6;44;5;6;229;multinomial
pima;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124204133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.83695456725006;train;0.713924891666667;3;160;326;5;8;538;binomial
pima;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124204133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796690921690922;test;0.713924891666667;3;160;326;5;8;538;binomial
vehicle;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946999103626367;train;0.324780503333333;10;13;240;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933428522657259;test;0.324780503333333;10;13;240;13;13;593;multinomial
new_thyroid;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125151559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997294299000922;train;0.328428818333333;3;5;36;2;5;151;multinomial
new_thyroid;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125151559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.328428818333333;3;5;36;2;5;151;multinomial
654_fri_c0_500_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.532252886476831;train;1.08961112833333;5;20;212;6;10;350;continuous
654_fri_c0_500_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503581405708538;test;1.08961112833333;5;20;212;6;10;350;continuous
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599_fri_c2_1000_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840938806351548;test;0.117587973333333;3;25;156;5;5;700;continuous
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579_fri_c0_250_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506658994804689;train;0.346717816666667;3;10;72;5;5;175;continuous
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547_no2;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39532185834606;train;1.58062691666667;7;240;494;7;7;350;continuous
547_no2;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.62604969190362;test;1.58062691666667;7;240;494;7;7;350;continuous
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604_fri_c4_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.870372120577954;train;1.03556979;6;20;252;10;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849432883970931;test;1.03556979;6;20;252;10;10;350;continuous
634_fri_c2_100_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792422992554906;train;0.271870038316667;6;45;302;3;9;70;continuous
634_fri_c2_100_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854423737427772;test;0.271870038316667;6;45;302;3;9;70;continuous
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602_fri_c3_250_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125151850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824600380567939;test;0.920827931666667;6;20;252;10;10;175;continuous
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201_pol;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126091313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475430721823973;test;0.240942966666667;3;85;176;25;25;10500;continuous
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637_fri_c1_500_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124182104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393737396721163;train;1.96463119;8;260;536;2;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124182104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.53817464190402;test;1.96463119;8;260;536;2;50;350;continuous
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612_fri_c1_1000_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894560684707188;test;0.111430603333333;3;25;156;5;5;700;continuous
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628_fri_c3_1000_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311486695682046;test;1.07599514333333;5;200;410;5;5;700;continuous
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579_fri_c0_250_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494489894117428;train;0.209713775;6;25;282;5;5;175;continuous
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analcatdata_japansolvent;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125195348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985294117647059;train;0.642891821666667;3;160;326;3;3;37;binomial
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616_fri_c4_500_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.775118271222997;train;0.922953613333333;3;160;326;50;50;350;continuous
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1089_USCrime;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.554502420427428;test;0.07404054;3;4;32;2;2;33;continuous
706_sleuth_case1202;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.569930783419758;train;0.758792216666667;3;160;326;5;6;66;continuous
706_sleuth_case1202;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.741296817993898;test;0.758792216666667;3;160;326;5;6;66;continuous
analcatdata_aids;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124204516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865131578947369;train;0.446444706666667;16;12;370;3;3;35;binomial
analcatdata_aids;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124204516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.537037037037037;test;0.446444706666667;16;12;370;3;3;35;binomial
643_fri_c2_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84968111855007;train;0.969562636666667;3;160;326;20;25;350;continuous
643_fri_c2_500_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89223338720535;test;0.969562636666667;3;160;326;20;25;350;continuous
heart_c;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944781445138269;train;0.787705961666667;11;52;502;9;13;213;binomial
heart_c;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880752102919347;test;0.787705961666667;11;52;502;9;13;213;binomial
626_fri_c2_500_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832644827707832;train;0.770305991666667;3;160;326;5;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832185680434637;test;0.770305991666667;3;160;326;5;50;350;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832455562796062;train;0.876595306666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892334654732799;test;0.876595306666667;3;160;326;5;5;700;continuous
calendarDOW;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971666602624843;train;1.25570855833333;5;200;410;14;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.845165845530502;test;1.25570855833333;5;200;410;14;14;280;multinomial
nikuradse_1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0238850209539422;train;0.611958223333333;3;160;326;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0290102950540182;test;0.611958223333333;3;160;326;2;2;254;continuous
666_rmftsa_ladata;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505109219804694;train;0.78818058;3;160;326;2;10;356;continuous
666_rmftsa_ladata;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.72456840504748;test;0.78818058;3;160;326;2;10;356;continuous
backache;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.98608479666667;20;124;888;27;31;126;binomial
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tokyo1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980690393884804;train;0.208639416666667;3;75;166;20;23;672;binomial
tokyo1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967547092547093;test;0.208639416666667;3;75;166;20;23;672;binomial
690_visualizing_galaxy;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125203239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.328208907964255;train;0.286865968333333;5;6;72;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125203239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.34747456728104;test;0.286865968333333;5;6;72;3;3;227;continuous
analcatdata_asbestos;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936781609195402;train;0.13334176;5;3;36;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7265625;test;0.13334176;5;3;36;3;3;59;binomial
churn;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868235721354434;train;1.666535705;3;160;326;15;15;3500;binomial
churn;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856585455887782;test;1.666535705;3;160;326;15;15;3500;binomial
credit_a;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937023230126678;train;1.07049758666667;6;14;174;11;14;483;binomial
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601_fri_c1_250_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126103206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.769816712234698;train;0.869305851666667;3;160;326;5;5;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126103206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853594637059375;test;0.869305851666667;3;160;326;5;5;175;continuous
prnn_crabs;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997133497133497;train;0.144274945;3;3;24;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.144274945;3;3;24;3;3;140;binomial
twonorm;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999076843807697;train;3.99397922501667;3;160;326;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996357497862486;test;3.99397922501667;3;160;326;20;20;5180;binomial
analcatdata_cyyoung9302;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125131853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953333333333333;train;3.12217063668333;20;465;970;5;6;65;binomial
analcatdata_cyyoung9302;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125131853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956521739130435;test;3.12217063668333;20;465;970;5;6;65;binomial
611_fri_c3_100_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.721175282678692;train;1.42102941166667;6;220;452;4;4;70;continuous
611_fri_c3_100_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.17120808342484;test;1.42102941166667;6;220;452;4;4;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354215456018652;train;1.22550246166667;7;240;494;3;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.788819036003674;test;1.22550246166667;7;240;494;3;10;70;continuous
595_fri_c0_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126115050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479211399558532;train;0.375160411666667;6;50;292;7;10;700;continuous
595_fri_c0_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126115050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.520910989183766;test;0.375160411666667;6;50;292;7;10;700;continuous
627_fri_c2_500_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187482781867012;train;3.277617515;14;380;788;7;10;350;continuous
627_fri_c2_500_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33136912504877;test;3.277617515;14;380;788;7;10;350;continuous
618_fri_c3_1000_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824591944188287;train;0.967539634983333;3;71;150;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848004301290001;test;0.967539634983333;3;71;150;5;50;700;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428543781949494;train;2.947542095;3;160;326;16;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456697158085141;test;2.947542095;3;160;326;16;72;742;continuous
cars;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.64777678666667;7;240;494;1;7;275;multinomial
cars;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9995904995905;test;1.64777678666667;7;240;494;1;7;275;multinomial
665_sleuth_case2002;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.776129639365486;train;0.315077876666667;8;30;376;2;6;103;continuous
665_sleuth_case2002;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.663482370317899;test;0.315077876666667;8;30;376;2;6;103;continuous
663_rabe_266;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.135454670807684;train;0.0614521133333333;3;10;80;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.123685662163246;test;0.0614521133333333;3;10;80;2;2;84;continuous
analcatdata_creditscore;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.155147498333333;3;24;166;4;6;70;binomial
analcatdata_creditscore;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927083333333333;test;0.155147498333333;3;24;166;4;6;70;binomial
581_fri_c3_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830440330430562;train;2.27305631166667;7;50;318;6;25;350;continuous
581_fri_c3_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817500705184481;test;2.27305631166667;7;50;318;6;25;350;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124184644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501313794065636;train;0.108077408333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124184644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513005451497472;test;0.108077408333333;3;25;156;5;5;175;continuous
597_fri_c2_500_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176452472699396;train;0.72202354;3;160;326;5;5;350;continuous
597_fri_c2_500_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319996120476847;test;0.72202354;3;160;326;5;5;350;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863708780378112;train;0.958754365;3;160;326;10;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.951327654728722;test;0.958754365;3;160;326;10;99;700;continuous
dermatology;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997884838738497;train;0.906794711666667;3;160;326;18;25;257;multinomial
dermatology;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991941176470588;test;0.906794711666667;3;160;326;18;25;257;multinomial
598_fri_c0_1000_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256942017355084;train;6.657517585;8;260;536;14;25;700;continuous
598_fri_c0_1000_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437346421176136;test;6.657517585;8;260;536;14;25;700;continuous
analcatdata_aids;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124190908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93421052631579;train;3.72994218666667;20;500;1040;2;3;35;binomial
analcatdata_aids;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124190908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.490740740740741;test;3.72994218666667;20;500;1040;2;3;35;binomial
pendigits;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997762215312498;train;1.11342511;6;16;168;15;16;7695;multinomial
pendigits;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996663469544332;test;1.11342511;6;16;168;15;16;7695;multinomial
598_fri_c0_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50458697134014;train;0.16847935;3;85;176;9;25;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522374467954518;test;0.16847935;3;85;176;9;25;700;continuous
spectf;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124184909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908432147562582;train;8.20309989666667;19;44;810;25;44;245;binomial
spectf;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124184909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867357001972387;test;8.20309989666667;19;44;810;25;44;245;binomial
magic;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936970289875645;train;8.65158143666667;3;160;326;9;9;13314;binomial
magic;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915634251055925;test;8.65158143666667;3;160;326;9;9;13314;binomial
calendarDOW;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930965012785477;train;0.275787248333333;6;14;168;7;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783491055409709;test;0.275787248333333;6;14;168;7;14;280;multinomial
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272347546684934;train;4.15435253833333;9;280;578;12;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.442437686727947;test;4.15435253833333;9;280;578;12;25;700;continuous
irish;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124184513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875016482067511;train;0.138926011666667;3;16;94;4;4;350;binomial
irish;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124184513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913426598837209;test;0.138926011666667;3;16;94;4;4;350;binomial
631_fri_c1_500_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816429120860787;train;0.265631776666667;3;10;72;5;5;350;continuous
631_fri_c1_500_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849345569348631;test;0.265631776666667;3;10;72;5;5;350;continuous
confidence;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
593_fri_c1_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831374220005436;train;0.917191036666667;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812131468286112;test;0.917191036666667;3;160;326;5;10;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125130142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854445161431981;train;1.05946659666667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125130142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84452083671679;test;1.05946659666667;3;160;326;5;5;700;continuous
letter;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980329414116474;train;73.29690734;1;16;42;16;16;14000;multinomial
letter;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124213335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979921295749546;test;73.29690734;1;16;42;16;16;14000;multinomial
vehicle;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993286728118625;train;0.74576564;3;160;326;13;13;593;multinomial
vehicle;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93154941667173;test;0.74576564;3;160;326;13;13;593;multinomial
641_fri_c1_500_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205983402503092;train;2.57298798165;16;420;872;3;10;350;continuous
641_fri_c1_500_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36563731350059;test;2.57298798165;16;420;872;3;10;350;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.1992826863152;train;2.279714715;9;280;578;8;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331194339448281;test;2.279714715;9;280;578;8;10;700;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815304279854743;train;1.71886807166667;8;260;536;22;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853748082242967;test;1.71886807166667;8;260;536;22;50;350;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46744446696128;train;0.134313570016667;3;25;166;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.562897518583085;test;0.134313570016667;3;25;166;5;5;70;continuous
magic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956340880568191;train;22.2615314666667;19;384;806;8;9;13314;binomial
magic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911252827544577;test;22.2615314666667;19;384;806;8;9;13314;binomial
556_analcatdata_apnea2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278993151318427;train;3.24752289998333;14;380;788;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.20773343302056;test;3.24752289998333;14;380;788;3;3;333;continuous
cleve;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948706431908013;train;0.73976116;11;52;502;9;13;213;binomial
cleve;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857707509881423;test;0.73976116;11;52;502;9;13;213;binomial
wine_recognition;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999838030450275;train;0.479877135;3;13;82;5;13;125;multinomial
wine_recognition;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.479877135;3;13;82;5;13;125;multinomial
mfeat_zernike;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125132717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993515375284292;train;2.45264887666667;3;160;326;28;32;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125132717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977277789462069;test;2.45264887666667;3;160;326;28;32;1400;multinomial
schizo;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.70782992901637;train;1.54072337;6;204;420;7;13;238;multinomial
schizo;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.614848715992881;test;1.54072337;6;204;420;7;13;238;multinomial
buggyCrx;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96515271512689;train;0.77379282;3;160;326;13;13;483;binomial
buggyCrx;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893200078385264;test;0.77379282;3;160;326;13;13;483;binomial
624_fri_c0_100_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125181936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.542615662470079;train;0.127225205;3;25;166;5;5;70;continuous
624_fri_c0_100_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125181936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484469175138158;test;0.127225205;3;25;166;5;5;70;continuous
biomed;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990628904623074;train;0.666456268333333;3;160;326;5;8;147;binomial
biomed;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909188034188034;test;0.666456268333333;3;160;326;5;8;147;binomial
analcatdata_happiness;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89124503968254;train;1.11426350666667;6;220;452;2;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.611111111111111;test;1.11426350666667;6;220;452;2;3;42;multinomial
581_fri_c3_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832737153791545;train;0.78171802;3;160;326;12;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82071418237966;test;0.78171802;3;160;326;12;25;350;continuous
195_auto_price;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268130916575313;train;3.001725575;17;440;914;9;9;112;continuous
195_auto_price;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323722106972021;test;3.001725575;17;440;914;9;9;112;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.244652770716981;train;3.89587785166667;13;360;746;45;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.440828636652094;test;3.89587785166667;13;360;746;45;50;350;continuous
1193_BNG_lowbwt;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.634526718735168;train;4.87890052;8;228;472;7;9;21773;continuous
1193_BNG_lowbwt;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.633130172016283;test;4.87890052;8;228;472;7;9;21773;continuous
agaricus_lepiota;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999916889701906;train;1.99738355666667;3;160;326;10;20;5702;binomial
agaricus_lepiota;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999892738532744;test;1.99738355666667;3;160;326;10;20;5702;binomial
608_fri_c3_1000_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255367982566048;train;0.807693783333333;3;160;326;10;10;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310412711503633;test;0.807693783333333;3;160;326;10;10;700;continuous
609_fri_c0_1000_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460913160631603;train;0.355174291666667;3;10;72;4;5;700;continuous
609_fri_c0_1000_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.525773740657214;test;0.355174291666667;3;10;72;4;5;700;continuous
529_pollen;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.435733201790632;train;0.096047975;3;20;148;4;4;2694;continuous
529_pollen;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.442600633570646;test;0.096047975;3;20;148;4;4;2694;continuous
irish;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911941580756014;train;0.488438111666667;13;16;424;3;4;350;binomial
irish;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807990620490621;test;0.488438111666667;13;16;424;3;4;350;binomial
598_fri_c0_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50018586666529;train;4.23382718;13;50;566;6;25;700;continuous
598_fri_c0_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.519145411711361;test;4.23382718;13;50;566;6;25;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47372561732543;train;1.25475968166667;5;200;410;40;50;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484014872899549;test;1.25475968166667;5;200;410;40;50;700;continuous
wine_quality_red;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806849632689955;train;0.953305668333333;3;160;326;5;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.690743117707258;test;0.953305668333333;3;160;326;5;11;1120;multinomial
allbp;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981719406450283;train;2.80952334166667;8;212;440;12;25;2641;multinomial
allbp;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968248360166965;test;2.80952334166667;8;212;440;12;25;2641;multinomial
haberman;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125200019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725637092968381;train;0.211204528333333;7;12;184;1;3;215;binomial
haberman;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125200019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666573971078977;test;0.211204528333333;7;12;184;1;3;215;binomial
564_fried;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125145219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487990521002869;train;6.33107181833333;6;20;256;10;10;28538;continuous
564_fried;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125145219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489148433040313;test;6.33107181833333;6;20;256;10;10;28538;continuous
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.530757449178502;train;0.585219546666667;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.456836189423254;test;0.585219546666667;3;160;326;1;1;849;binomial
620_fri_c1_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.87215276173697;train;0.895100608316667;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836525107353252;test;0.895100608316667;3;160;326;5;25;700;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294248180618808;train;0.612882836666667;3;160;326;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387891255254242;test;0.612882836666667;3;160;326;5;5;350;continuous
665_sleuth_case2002;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826594510885632;train;1.113052775;3;160;326;1;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812442704793485;test;1.113052775;3;160;326;1;6;103;continuous
backache;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969778737182947;train;1.80430422666667;10;236;492;32;32;126;binomial
backache;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.516304347826087;test;1.80430422666667;10;236;492;32;32;126;binomial
biomed;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970845481049563;train;0.165242818333333;3;32;158;5;8;147;binomial
biomed;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905982905982906;test;0.165242818333333;3;32;158;5;8;147;binomial
wine_quality_red;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.776548617406303;train;4.61772396333333;5;11;120;8;11;1120;multinomial
wine_quality_red;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788834763394696;test;4.61772396333333;5;11;120;8;11;1120;multinomial
579_fri_c0_250_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287048216246617;train;1.02319433166667;5;200;410;5;5;175;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460388450405987;test;1.02319433166667;5;200;410;5;5;175;continuous
page_blocks;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978104334535569;train;0.293222438333333;8;7;120;4;7;3832;multinomial
page_blocks;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968762712939656;test;0.293222438333333;8;7;120;4;7;3832;multinomial
mfeat_factors;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999214066674848;train;4.20781670166667;3;160;326;134;134;1400;multinomial
mfeat_factors;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999014830049347;test;4.20781670166667;3;160;326;134;134;1400;multinomial
contraceptive;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.738122897163116;train;2.81562458666667;8;9;144;4;9;1032;multinomial
contraceptive;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.700275721247729;test;2.81562458666667;8;9;144;4;9;1032;multinomial
637_fri_c1_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826898772859845;train;0.740720023333333;3;72;150;46;50;350;continuous
637_fri_c1_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.894687653840572;test;0.740720023333333;3;72;150;46;50;350;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28915108583881;train;3.41216517166667;19;464;966;6;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375626528142249;test;3.41216517166667;19;464;966;6;25;175;continuous
heart_h;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937020460358056;train;2.42874643333333;20;385;810;11;12;206;binomial
heart_h;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125130445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894736842105263;test;2.42874643333333;20;385;810;11;12;206;binomial
602_fri_c3_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264764525374215;train;0.632449863333333;3;160;326;4;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403152066559416;test;0.632449863333333;3;160;326;4;9;175;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198287178319059;train;3.51898432;6;220;452;20;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459140429526514;test;3.51898432;6;220;452;20;25;350;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.567621347710958;train;0.823282796666667;11;50;502;10;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482852288463947;test;0.823282796666667;11;50;502;10;10;356;continuous
626_fri_c2_500_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124182507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827631349807026;train;0.861736081666667;3;65;150;11;50;350;continuous
626_fri_c2_500_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124182507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847993212841471;test;0.861736081666667;3;65;150;11;50;350;continuous
clean1;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.1589619;3;52;110;5;92;334;binomial
clean1;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.1589619;3;52;110;5;92;334;binomial
heart_statlog;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971127087198516;train;1.45018399166667;7;240;494;12;13;189;binomial
heart_statlog;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839657282741738;test;1.45018399166667;7;240;494;12;13;189;binomial
diabetes;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848905325443787;train;0.406931108333333;8;32;352;8;8;538;binomial
diabetes;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823166303558461;test;0.406931108333333;8;32;352;8;8;538;binomial
clean2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99981901501373;train;6.12578676;7;240;494;2;107;4619;binomial
clean2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999267374405615;test;6.12578676;7;240;494;2;107;4619;binomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999;train;1.05785225666667;7;240;494;4;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.05785225666667;7;240;494;4;6;70;binomial
623_fri_c4_1000_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207197083205668;train;2.56475340666667;14;348;724;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296782512996961;test;2.56475340666667;14;348;724;5;10;700;continuous
228_elusage;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.386136211617973;train;0.06025953;5;5;60;1;1;39;continuous
228_elusage;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.36563074326986;test;0.06025953;5;5;60;1;1;39;continuous
wine_quality_red;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798663175714458;train;0.52751304;14;11;310;7;11;1120;multinomial
wine_quality_red;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747818136017165;test;0.52751304;14;11;310;7;11;1120;multinomial
waveform_40;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969240010418318;train;0.462593948333333;5;40;220;19;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971830169232659;test;0.462593948333333;5;40;220;19;40;3500;multinomial
ecoli;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124212924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969175351397574;train;1.7629672;9;5;96;5;5;229;multinomial
ecoli;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124212924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957366557734205;test;1.7629672;9;5;96;5;5;229;multinomial
678_visualizing_environmental;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.55819569524096;train;1.07334455833333;5;200;410;3;3;78;continuous
678_visualizing_environmental;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.914994830073046;test;1.07334455833333;5;200;410;3;3;78;continuous
cleve;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944603033006244;train;0.618787773333333;3;160;326;13;13;213;binomial
cleve;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926768926274122;test;0.618787773333333;3;160;326;13;13;213;binomial
1201_BNG_breastTumor;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.895495468046158;train;37.5571474583333;0;100;200;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.896924288127572;test;37.5571474583333;0;100;200;9;9;81648;continuous
197_cpu_act;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.27087977468464;train;2.89130261;8;244;504;2;16;5735;continuous
197_cpu_act;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.275984148296878;test;2.89130261;8;244;504;2;16;5735;continuous
1089_USCrime;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125205001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502773231078706;train;0.101314243333333;3;6;48;3;3;33;continuous
1089_USCrime;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125205001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.39491496351896;test;0.101314243333333;3;6;48;3;3;33;continuous
nikuradse_2;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814182405333279;train;0.66764469;3;160;326;1;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770765602742906;test;0.66764469;3;160;326;1;1;254;continuous
wine_quality_red;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779966600623297;train;3.62348541;5;11;118;7;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828673825890677;test;3.62348541;5;11;118;7;11;1120;multinomial
616_fri_c4_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262201320895531;train;1.54010332666667;5;200;410;4;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399624122644883;test;1.54010332666667;5;200;410;4;50;350;continuous
225_puma8NH;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742218655817732;train;1.48073342166667;3;160;326;5;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.771887392158805;test;1.48073342166667;3;160;326;5;8;5735;continuous
confidence;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125143559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940981240981241;train;1.04890851333333;5;200;410;1;1;51;multinomial
confidence;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125143559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938888888888889;test;1.04890851333333;5;200;410;1;1;51;multinomial
analcatdata_asbestos;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845046082949309;train;0.53703434;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896296296296296;test;0.53703434;3;160;326;3;3;59;binomial
movement_libras;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999889552312153;train;1.34302496333333;3;160;326;18;23;252;multinomial
movement_libras;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968447236919459;test;1.34302496333333;3;160;326;18;23;252;multinomial
analcatdata_boxing1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644135802469136;train;0.316914121666667;11;3;72;1;3;84;binomial
analcatdata_boxing1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.517361111111111;test;0.316914121666667;11;3;72;1;3;84;binomial
biomed;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982793522267207;train;0.722902193333333;3;160;326;5;8;147;binomial
biomed;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928651059085842;test;0.722902193333333;3;160;326;5;8;147;binomial
glass;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125130340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919552936775159;train;0.409333258333333;14;9;258;8;9;144;multinomial
glass;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125130340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769257478632479;test;0.409333258333333;14;9;258;8;9;144;multinomial
606_fri_c2_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798792333610611;train;0.1319039;3;50;166;6;10;700;continuous
606_fri_c2_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795491201107889;test;0.1319039;3;50;166;6;10;700;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231057508846236;train;0.657810126666667;3;160;326;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.547176193375307;test;0.657810126666667;3;160;326;4;4;70;continuous
cars;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844421631639801;train;1.42570964833333;9;7;132;5;7;275;multinomial
cars;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846606098579783;test;1.42570964833333;9;7;132;5;7;275;multinomial
595_fri_c0_1000_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124164231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475139736248506;train;0.551906728333333;12;50;544;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124164231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522483345426709;test;0.551906728333333;12;50;544;10;10;700;continuous
573_cpu_act;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.133971989681638;train;12.1508931016667;20;388;816;9;16;5735;continuous
573_cpu_act;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157042871353374;test;12.1508931016667;20;388;816;9;16;5735;continuous
iris;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994088811995386;train;0.661278443333333;3;160;326;1;3;105;multinomial
iris;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990885416666667;test;0.661278443333333;3;160;326;1;3;105;multinomial
analcatdata_authorship;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.03385169666667;3;60;138;70;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999961473262444;test;3.03385169666667;3;60;138;70;70;589;multinomial
616_fri_c4_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817836850411524;train;1.7723575;7;240;494;6;50;350;continuous
616_fri_c4_500_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124202233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833847100663915;test;1.7723575;7;240;494;6;50;350;continuous
547_no2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125182020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.652098836814385;train;0.37699004;7;35;328;7;7;350;continuous
547_no2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125182020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.689960762209676;test;0.37699004;7;35;328;7;7;350;continuous
mfeat_zernike;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98810777925972;train;39.20968354;3;32;138;27;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977724374060954;test;39.20968354;3;32;138;27;32;1400;multinomial
analcatdata_germangss;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125095910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.822739938739045;train;0.13034845;8;5;86;4;5;280;multinomial
analcatdata_germangss;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125095910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76896270990973;test;0.13034845;8;5;86;4;5;280;multinomial
622_fri_c2_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778245551646912;train;0.766722755016667;3;160;326;36;50;700;continuous
622_fri_c2_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854534631203978;test;0.766722755016667;3;160;326;36;50;700;continuous
banana;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.547092443167164;train;0.10912569665;3;2;16;2;2;3710;binomial
banana;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540777512322984;test;0.10912569665;3;2;16;2;2;3710;binomial
210_cloud;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.218605127892842;train;0.523857598333333;10;10;212;4;5;76;continuous
210_cloud;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.350388477428527;test;0.523857598333333;10;10;212;4;5;76;continuous
wine_quality_white;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658780919003158;train;5.27708741833333;6;11;124;1;11;3429;multinomial
wine_quality_white;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.590331530827724;test;5.27708741833333;6;11;124;1;11;3429;multinomial
iris;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996484375;train;0.493857303333333;3;160;326;2;3;105;multinomial
iris;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972222222222222;test;0.493857303333333;3;160;326;2;3;105;multinomial
663_rabe_266;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.122553980424256;train;0.07688382;3;4;32;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.1198103663423;test;0.07688382;3;4;32;2;2;84;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470372836257786;train;1.33305718166667;7;20;292;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512267317026372;test;1.33305718166667;7;20;292;10;10;700;continuous
218_house_8L;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457113321632751;train;1.31399024;3;16;112;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44096615501068;test;1.31399024;3;16;112;8;8;15949;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.229607302360491;train;0.265037921666667;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.245506948249591;test;0.265037921666667;3;6;48;3;3;333;continuous
1096_FacultySalaries;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435391674997863;train;0.779694308333333;3;160;326;2;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.328743337279483;test;0.779694308333333;3;160;326;2;2;35;continuous
labor;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110805_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965333333333333;train;0.129236165;3;16;62;3;16;40;binomial
labor;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110805_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916666666666667;test;0.129236165;3;16;62;3;16;40;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990131578947368;train;0.196935156666667;3;112;230;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925925925925926;test;0.196935156666667;3;112;230;2;3;35;binomial
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808028455799871;train;0.350027005;7;50;334;9;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857788481848952;test;0.350027005;7;50;334;9;10;700;continuous
561_cpu;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.130477774500384;train;0.36390383;7;35;334;7;7;147;continuous
561_cpu;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.151653974904069;test;0.36390383;7;35;334;7;7;147;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458785952658538;train;3.14324559;11;100;486;31;50;350;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491113424855915;test;3.14324559;11;100;486;31;50;350;continuous
561_cpu;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.104044503673055;train;1.51112201;9;280;578;4;7;147;continuous
561_cpu;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.275471086961197;test;1.51112201;9;280;578;4;7;147;continuous
634_fri_c2_100_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377041901825122;train;1.40324663;7;240;494;6;9;70;continuous
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656_fri_c1_100_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.00447968537771;test;0.198848081666667;5;10;116;5;5;70;continuous
207_autoPrice;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.360375563264815;train;1.116404355;6;22;276;10;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.527709428477882;test;1.116404355;6;22;276;10;11;112;continuous
637_fri_c1_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86005630172309;train;0.90912519;3;71;150;49;50;350;continuous
637_fri_c1_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852330917908206;test;0.90912519;3;71;150;49;50;350;continuous
1191_BNG_pbc;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794892041280163;train;2.10154061833333;3;84;176;18;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794364477129609;test;2.10154061833333;3;84;176;18;18;700000;continuous
saheart;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798127730393177;train;0.548542438333333;9;36;410;7;9;324;binomial
saheart;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.771565113500597;test;0.548542438333333;9;36;410;7;9;324;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124202910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999465811965812;train;0.241588988333333;3;112;230;2;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124202910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.241588988333333;3;112;230;2;6;70;binomial
iris;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993800461361015;train;0.0305572516666667;3;3;24;2;3;105;multinomial
iris;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996744791666667;test;0.0305572516666667;3;3;24;2;3;105;multinomial
605_fri_c2_250_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228507722336575;train;2.10040409166667;11;318;658;3;25;175;continuous
605_fri_c2_250_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.530987302622733;test;2.10040409166667;11;318;658;3;25;175;continuous
nikuradse_1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0340459949919841;train;1.01420092666667;6;220;452;2;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0557714902987014;test;1.01420092666667;6;220;452;2;2;254;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823539718468797;train;0.163094828333333;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837197164539797;test;0.163094828333333;3;85;176;5;25;700;continuous
new_thyroid;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998036028714615;train;0.162673701666667;3;5;36;2;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.162673701666667;3;5;36;2;5;151;multinomial
vehicle;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962440132523131;train;0.87444582;3;160;326;12;13;593;multinomial
vehicle;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927540750904273;test;0.87444582;3;160;326;12;13;593;multinomial
1196_BNG_pharynx;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660867407440619;train;18.6373293916667;3;20;132;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662327530449442;test;18.6373293916667;3;20;132;10;10;700000;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.269654950764572;train;0.138186873333333;5;15;180;2;3;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.360217118394222;test;0.138186873333333;5;15;180;2;3;47;continuous
665_sleuth_case2002;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819047750285772;train;0.388065461666667;10;30;460;1;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.773769687827223;test;0.388065461666667;10;30;460;1;6;103;continuous
cloud;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997046644744854;train;2.49584092;18;387;810;1;6;76;multinomial
cloud;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856657848324515;test;2.49584092;18;387;810;1;6;76;multinomial
ann_thyroid;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999862569176265;train;2.90766490166667;3;160;326;19;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999582248644026;test;2.90766490166667;3;160;326;19;21;5040;multinomial
646_fri_c3_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780917819627279;train;1.29363403166667;7;18;266;5;9;350;continuous
646_fri_c3_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84990986004286;test;1.29363403166667;7;18;266;5;9;350;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.78722916339958;train;455.734640198333;0;100;200;18;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786712647456439;test;455.734640198333;0;100;200;18;18;700000;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126115252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824893876087341;train;0.506252908333333;3;72;150;14;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126115252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853188124862507;test;0.506252908333333;3;72;150;14;50;350;continuous
collins;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.714930596666667;6;20;248;7;20;340;multinomial
collins;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983562963616017;test;0.714930596666667;6;20;248;7;20;340;multinomial
glass2;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998144712430427;train;1.4624486;7;240;494;7;9;115;binomial
glass2;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959435626102293;test;1.4624486;7;240;494;7;9;115;binomial
617_fri_c3_500_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196571387964897;train;2.46011651666667;20;333;706;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361398612029825;test;2.46011651666667;20;333;706;5;5;350;continuous
prnn_synth;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94;train;0.0713962766666667;3;2;16;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918571428571429;test;0.0713962766666667;3;2;16;2;2;175;binomial
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126091922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281304242742722;train;1.57342391333333;3;160;326;10;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126091922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406103978968657;test;1.57342391333333;3;160;326;10;50;700;continuous
678_visualizing_environmental;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.701316635517566;train;0.578530261666667;3;160;326;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.947037532500666;test;0.578530261666667;3;160;326;3;3;78;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126104736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370780911357791;train;1.339097135;6;220;452;7;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126104736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.684809811571979;test;1.339097135;6;220;452;7;10;70;continuous
1191_BNG_pbc;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782980341824536;train;35.69980390835;5;36;230;16;18;700000;continuous
1191_BNG_pbc;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782470174475225;test;35.69980390835;5;36;230;16;18;700000;continuous
new_thyroid;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998184962586257;train;0.344629983333333;3;5;36;4;5;151;multinomial
new_thyroid;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996650906225374;test;0.344629983333333;3;5;36;4;5;151;multinomial
heart_h;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932850095640793;train;2.99662012666667;14;380;788;12;12;206;binomial
heart_h;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917592051431911;test;2.99662012666667;14;380;788;12;12;206;binomial
621_fri_c0_100_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.577548994739042;train;0.366978901666667;3;20;136;10;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.534248998970292;test;0.366978901666667;3;20;136;10;10;70;continuous
irish;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125204156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903070765394836;train;1.09041477333333;6;220;452;4;4;350;binomial
irish;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125204156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.80061463959769;test;1.09041477333333;6;220;452;4;4;350;binomial
589_fri_c2_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816520557974911;train;2.17245769166667;10;50;440;8;25;700;continuous
589_fri_c2_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808693572119519;test;2.17245769166667;10;50;440;8;25;700;continuous
backache;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81875;train;2.80063553166667;15;31;636;21;31;126;binomial
backache;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.649382716049383;test;2.80063553166667;15;31;636;21;31;126;binomial
605_fri_c2_250_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259565092745994;train;2.45753756335;13;360;746;4;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.546046293805286;test;2.45753756335;13;360;746;4;25;175;continuous
195_auto_price;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336372728886004;train;1.04569040833333;5;22;230;10;11;112;continuous
195_auto_price;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124204428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335849862388517;test;1.04569040833333;5;22;230;10;11;112;continuous
1089_USCrime;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331121534681068;train;0.907020991666667;5;200;410;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369715290573329;test;0.907020991666667;5;200;410;3;3;33;continuous
analcatdata_germangss;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818486813949494;train;3.30833464333333;20;467;976;4;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.73482411837675;test;3.30833464333333;20;467;976;4;5;280;multinomial
616_fri_c4_500_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914801381891766;train;2.206478535;9;280;578;14;49;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.96317409632703;test;2.206478535;9;280;578;14;49;350;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820898543606853;train;0.935825488333333;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809842531174941;test;0.935825488333333;3;160;326;5;5;700;continuous
604_fri_c4_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846306829875168;train;0.128747398333333;3;50;166;5;10;350;continuous
604_fri_c4_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79475442352635;test;0.128747398333333;3;50;166;5;10;350;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348305678951037;train;1.06234663166667;6;220;452;6;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532832816411907;test;1.06234663166667;6;220;452;6;10;175;continuous
mnist;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125135645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995131935409576;train;262.024851268333;0;100;200;654;656;49000;multinomial
mnist;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125135645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993797496461958;test;262.024851268333;0;100;200;654;656;49000;multinomial
buggyCrx;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916062614338476;train;0.500000356666667;8;52;376;5;13;483;binomial
buggyCrx;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919575699132112;test;0.500000356666667;8;52;376;5;13;483;binomial
prnn_synth;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125201420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922001567807682;train;0.50625473;3;144;294;1;2;175;binomial
prnn_synth;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125201420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904558404558404;test;0.50625473;3;144;294;1;2;175;binomial
192_vineyard;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126094343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.523470162494239;train;1.13634656;6;220;452;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126094343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.565669963403184;test;1.13634656;6;220;452;2;2;37;continuous
analcatdata_authorship;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.68720013333333;3;64;138;30;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.68720013333333;3;64;138;30;70;589;multinomial
phoneme;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8032119590429;train;0.26550519;6;20;200;5;5;3783;binomial
phoneme;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801246192190529;test;0.26550519;6;20;200;5;5;3783;binomial
allrep;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952096517403318;train;3.07157625166667;5;200;410;7;25;2641;multinomial
allrep;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934291776209584;test;3.07157625166667;5;200;410;7;25;2641;multinomial
602_fri_c3_250_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787334772386862;train;1.91169597;11;18;410;9;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.894800411575348;test;1.91169597;11;18;410;9;9;175;continuous
wine_recognition;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.7771277;3;160;326;13;13;125;multinomial
wine_recognition;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.7771277;3;160;326;13;13;125;multinomial
horse_colic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928300157150341;train;0.47331294;7;82;342;13;22;258;binomial
horse_colic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774449035812672;test;0.47331294;7;82;342;13;22;258;binomial
prnn_crabs;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99468954248366;train;0.0777156866666667;3;12;96;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0777156866666667;3;12;96;2;3;140;binomial
credit_g;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79987787541384;train;1.97770475333333;9;280;578;5;20;700;binomial
credit_g;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.753928155016379;test;1.97770475333333;9;280;578;5;20;700;binomial
597_fri_c2_500_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811248911951707;train;0.987597938333333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823102940050475;test;0.987597938333333;3;160;326;5;5;350;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822810905444375;train;0.378639946666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813263932050949;test;0.378639946666667;3;10;72;5;5;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188378838778936;train;1.66993962831667;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288651549701828;test;1.66993962831667;3;160;326;5;10;700;continuous
contraceptive;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731367580939561;train;0.162694595;7;9;128;8;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.733281963906335;test;0.162694595;7;9;128;8;9;1032;multinomial
616_fri_c4_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830777772256404;train;0.969927591683333;3;67;150;12;49;350;continuous
616_fri_c4_500_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834865033520084;test;0.969927591683333;3;67;150;12;49;350;continuous
adult;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906853392395708;train;4.31524573666667;9;48;418;9;12;34190;binomial
adult;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195538_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900626290712617;test;4.31524573666667;9;48;418;9;12;34190;binomial
prnn_crabs;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.106201395;3;3;24;3;3;140;binomial
prnn_crabs;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997775305895439;test;0.106201395;3;3;24;3;3;140;binomial
621_fri_c0_100_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533999927137904;train;0.143171285;3;50;176;9;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523013446299927;test;0.143171285;3;50;176;9;10;70;continuous
german;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818257591176499;train;6.04223608168333;16;20;578;11;20;700;binomial
german;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185747_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.752010224186591;test;6.04223608168333;16;20;578;11;20;700;binomial
505_tecator;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0533367474309153;train;0.201837055;3;75;186;14;16;168;continuous
505_tecator;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0584127017693669;test;0.201837055;3;75;186;14;16;168;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350820829929291;train;1.24885866;7;240;494;3;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.530482895989564;test;1.24885866;7;240;494;3;5;175;continuous
595_fri_c0_1000_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495155248622177;train;1.55586213;6;188;388;8;10;700;continuous
595_fri_c0_1000_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126090031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489989586676094;test;1.55586213;6;188;388;8;10;700;continuous
analcatdata_germangss;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796657415497995;train;1.20385749833333;8;5;86;3;5;280;multinomial
analcatdata_germangss;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690593718877129;test;1.20385749833333;8;5;86;3;5;280;multinomial
635_fri_c0_250_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288526563382315;train;1.39475949166667;7;240;494;8;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444550925982707;test;1.39475949166667;7;240;494;8;10;175;continuous
horse_colic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913436354112101;train;0.217876733333333;3;70;174;5;22;258;binomial
horse_colic;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867252066115703;test;0.217876733333333;3;70;174;5;22;258;binomial
prnn_synth;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948954248366013;train;0.925865023333333;5;200;410;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941071428571428;test;0.925865023333333;5;200;410;2;2;175;binomial
210_cloud;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.216990372525251;train;0.397473663333333;5;10;112;4;5;76;continuous
210_cloud;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343670186385075;test;0.397473663333333;5;10;112;4;5;76;continuous
vehicle;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997234894096963;train;0.884019983333333;3;160;326;13;13;593;multinomial
vehicle;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920517409560069;test;0.884019983333333;3;160;326;13;13;593;multinomial
prnn_synth;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125145413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93281045751634;train;0.143879521666667;7;8;128;2;2;175;binomial
prnn_synth;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125145413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950714285714286;test;0.143879521666667;7;8;128;2;2;175;binomial
665_sleuth_case2002;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124212401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.710758442647544;train;0.404643288333333;9;30;418;2;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124212401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797080544719733;test;0.404643288333333;9;30;418;2;6;103;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.717244905765827;train;1.71465541666667;9;216;450;5;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.70792509955161;test;1.71465541666667;9;216;450;5;9;12248;continuous
663_rabe_266;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.123626151284659;train;0.90165464;3;160;326;2;2;84;continuous
663_rabe_266;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0928355920175851;test;0.90165464;3;160;326;2;2;84;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.745298955829727;train;1.39215106166667;5;200;410;7;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.960893877666894;test;1.39215106166667;5;200;410;7;10;70;continuous
cmc;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.726402007289905;train;2.28589774;6;9;116;3;9;1032;multinomial
cmc;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717407127518479;test;2.28589774;6;9;116;3;9;1032;multinomial
irish;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91647255667465;train;0.110969695;3;16;120;4;4;350;binomial
irish;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.788321847643882;test;0.110969695;3;16;120;4;4;350;binomial
1096_FacultySalaries;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.360227755670415;train;0.173236548333333;9;4;80;1;2;35;continuous
1096_FacultySalaries;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430677353891912;test;0.173236548333333;9;4;80;1;2;35;continuous
598_fri_c0_1000_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504279794578129;train;1.47217332333333;5;200;410;12;25;700;continuous
598_fri_c0_1000_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49566386442875;test;1.47217332333333;5;200;410;12;25;700;continuous
665_sleuth_case2002;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124191408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.707214957300962;train;0.601749168333333;5;12;136;4;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124191408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78375380173449;test;0.601749168333333;5;12;136;4;6;103;continuous
texture;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994229940874006;train;3.02541571333333;3;160;326;13;13;3850;multinomial
texture;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993541982995774;test;3.02541571333333;3;160;326;13;13;3850;multinomial
547_no2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.643563686920264;train;0.559084905;3;14;92;7;7;350;continuous
547_no2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.616272896075058;test;0.559084905;3;14;92;7;7;350;continuous
appendicitis;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866510538641686;train;0.154617865016667;5;4;46;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857142857142857;test;0.154617865016667;5;4;46;4;4;75;binomial
650_fri_c0_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482759575248232;train;2.09320043665;7;100;318;18;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464542778536375;test;2.09320043665;7;100;318;18;50;350;continuous
574_house_16H;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405821335046157;train;8.17074776166667;3;160;326;15;15;15949;continuous
574_house_16H;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417168535002311;test;8.17074776166667;3;160;326;15;15;15949;continuous
cloud;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0864501083333333;6;5;66;0;5;76;multinomial
cloud;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0864501083333333;6;5;66;0;5;76;multinomial
wine_quality_red;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746539458586295;train;2.18081934833333;3;11;76;5;11;1120;multinomial
wine_quality_red;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.641415425900522;test;2.18081934833333;3;11;76;5;11;1120;multinomial
hypothyroid;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932555551614677;train;11.0271094916667;20;20;644;20;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929429806918745;test;11.0271094916667;20;20;644;20;20;2215;binomial
hungarian;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926134585289515;train;1.97477072833333;11;320;662;10;12;206;binomial
hungarian;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125090329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908894878706199;test;1.97477072833333;11;320;662;10;12;206;binomial
tokyo1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974063040553527;train;0.665021095;10;88;460;18;22;672;binomial
tokyo1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98250315258512;test;0.665021095;10;88;460;18;22;672;binomial
1096_FacultySalaries;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457956178833829;train;0.633831084983333;3;160;326;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.363901008607456;test;0.633831084983333;3;160;326;1;2;35;continuous
ann_thyroid;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995921302112756;train;30.187731765;6;21;238;4;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994911910232402;test;30.187731765;6;21;238;4;21;5040;multinomial
529_pollen;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125151642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441154160839838;train;0.928833563333333;3;160;326;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125151642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462680048288379;test;0.928833563333333;3;160;326;4;4;2694;continuous
537_houses;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578121662788929;train;1.21872845166667;3;12;84;6;6;14448;continuous
537_houses;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.581508637300993;test;1.21872845166667;3;12;84;6;6;14448;continuous
344_mv;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452006531290702;train;0.24170241;3;45;166;8;9;28538;continuous
344_mv;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452893586484542;test;0.24170241;3;45;166;8;9;28538;continuous
prnn_crabs;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998571136966728;train;0.62020459;3;160;326;4;4;140;binomial
prnn_crabs;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.62020459;3;160;326;4;4;140;binomial
666_rmftsa_ladata;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.492279515629051;train;0.66599785;10;50;460;3;10;356;continuous
666_rmftsa_ladata;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.694012990849126;test;0.66599785;10;50;460;3;10;356;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126103036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915386001013822;train;0.852436966666667;7;45;334;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126103036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917321018601705;test;0.852436966666667;7;45;334;8;9;81648;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819567479409588;train;1.07505908666667;15;125;680;4;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818174503336644;test;1.07505908666667;15;125;680;4;25;700;continuous
analcatdata_creditscore;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999028182701652;train;0.340908541666667;7;24;316;3;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972222222222222;test;0.340908541666667;7;24;316;3;6;70;binomial
659_sleuth_ex1714;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.389849805761718;train;0.0248338233333333;3;2;16;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.367358794603194;test;0.0248338233333333;3;2;16;1;1;33;continuous
australian;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932987175913019;train;1.46505763666667;7;13;180;5;13;483;binomial
australian;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908549174174174;test;1.46505763666667;7;13;180;5;13;483;binomial
626_fri_c2_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195758507209591;train;6.22816184833333;18;460;956;5;50;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370692884887808;test;6.22816184833333;18;460;956;5;50;350;continuous
583_fri_c1_1000_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124191634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197792224249233;train;3.32541624666667;7;240;494;14;50;700;continuous
583_fri_c1_1000_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124191634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336300398048442;test;3.32541624666667;7;240;494;14;50;700;continuous
breast;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985450878709306;train;0.321948883333333;5;36;238;2;9;490;binomial
breast;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978310502283105;test;0.321948883333333;5;36;238;2;9;490;binomial
617_fri_c3_500_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.907422785099923;train;1.68081871;6;220;452;4;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85740088748322;test;1.68081871;6;220;452;4;5;350;continuous
579_fri_c0_250_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262943556332527;train;0.84309483;5;200;410;5;5;175;continuous
579_fri_c0_250_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.516012715866728;test;0.84309483;5;200;410;5;5;175;continuous
appendicitis;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82;train;0.103478593333333;3;4;30;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92;test;0.103478593333333;3;4;30;1;4;75;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.751156336725254;train;0.655854643333333;3;160;326;3;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.542857142857143;test;0.655854643333333;3;160;326;3;3;93;binomial
626_fri_c2_500_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799676634612788;train;0.365302786666667;5;130;270;24;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856853380417289;test;0.365302786666667;5;130;270;24;50;350;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525647235125822;train;0.156723046666667;3;25;166;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539930042145777;test;0.156723046666667;3;25;166;5;5;70;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821902534987465;train;1.72399819166667;7;240;494;16;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881682185565233;test;1.72399819166667;7;240;494;16;50;700;continuous
saheart;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.797586852506761;train;2.58939262666667;16;9;294;8;9;324;binomial
saheart;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.782795698924731;test;2.58939262666667;16;9;294;8;9;324;binomial
626_fri_c2_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837080359390444;train;2.09004866666667;10;300;620;28;50;350;continuous
626_fri_c2_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832354444290793;test;2.09004866666667;10;300;620;28;50;350;continuous
1191_BNG_pbc;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.78987564773137;train;425.107041861667;0;100;200;5;18;700000;continuous
1191_BNG_pbc;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124171409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.792354874624411;test;425.107041861667;0;100;200;5;18;700000;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.536770475430644;train;1.78516168333333;20;286;612;1;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.760861317633166;test;1.78516168333333;20;286;612;1;10;356;continuous
623_fri_c4_1000_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817540264747628;train;1.017602565;6;20;252;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829585493354733;test;1.017602565;6;20;252;5;10;700;continuous
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analcatdata_authorship;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999497932107869;test;1.01849124833333;3;160;326;28;70;589;multinomial
657_fri_c2_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76193841997495;train;0.515532866666667;11;50;502;7;10;175;continuous
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analcatdata_boxing1;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.579365079365079;test;0.273306246666667;10;3;66;1;3;84;binomial
294_satellite_image;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460569537557403;train;0.185036246666667;3;85;176;21;24;4505;continuous
294_satellite_image;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463417004802862;test;0.185036246666667;3;85;176;21;24;4505;continuous
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spectf;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125124036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973574045002616;train;2.19607723668333;10;300;620;14;44;245;binomial
spectf;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125124036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944444444444444;test;2.19607723668333;10;300;620;14;44;245;binomial
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505_tecator;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0745872736454846;test;0.172259465;3;75;186;19;19;168;continuous
594_fri_c2_100_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125145801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461353812771719;train;1.14046521166667;6;220;452;2;5;70;continuous
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574_house_16H;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469193738666876;test;7.41206339666667;20;415;870;14;15;15949;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844652231575483;train;1.41678735666667;6;220;452;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84851884067211;test;1.41678735666667;6;220;452;5;50;700;continuous
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612_fri_c1_1000_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854588384551592;train;0.159586071666667;3;25;156;5;5;700;continuous
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phoneme;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784526908520262;test;1.37641354;10;5;106;4;5;3783;binomial
credit_a;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91189358372457;train;3.79218885166667;15;13;380;5;13;483;binomial
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cmc;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.73292585847875;train;2.20323081166667;8;260;536;8;9;1032;multinomial
cmc;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.6896483535139;test;2.20323081166667;8;260;536;8;9;1032;multinomial
665_sleuth_case2002;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.738146536482535;train;0.679610046666667;10;12;252;5;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.760193173948297;test;0.679610046666667;10;12;252;5;6;103;continuous
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ecoli;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986046918767507;test;1.21662866333333;6;6;80;6;6;229;multinomial
analcatdata_authorship;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.029347585;3;160;326;70;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.029347585;3;160;326;70;70;589;multinomial
1201_BNG_breastTumor;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91669093655326;train;0.434537488333333;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.918908550393052;test;0.434537488333333;3;45;166;9;9;81648;continuous
623_fri_c4_1000_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822513819781139;train;1.66997485333333;7;20;290;6;10;700;continuous
623_fri_c4_1000_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825263132234367;test;1.66997485333333;7;20;290;6;10;700;continuous
560_bodyfat;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0643602192649724;train;0.161512071666667;3;64;186;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.107331765623071;test;0.161512071666667;3;64;186;1;13;177;continuous
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581_fri_c3_500_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124183008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176263873890487;train;3.07991752;18;391;818;5;25;350;continuous
581_fri_c3_500_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124183008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290955716145222;test;3.07991752;18;391;818;5;25;350;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248683625964785;train;3.34916329833333;7;240;494;7;25;700;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404487336390744;test;3.34916329833333;7;240;494;7;25;700;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820207978022477;train;0.956740621666667;3;68;150;5;50;350;continuous
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spectf;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932147562582345;train;0.41659319;6;131;300;23;44;245;binomial
spectf;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874753451676529;test;0.41659319;6;131;300;23;44;245;binomial
658_fri_c3_250_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264121378550388;train;2.45501932833333;12;340;704;3;25;175;continuous
658_fri_c3_250_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439085231507018;test;2.45501932833333;12;340;704;3;25;175;continuous
tokyo1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989163815891774;train;1.02683699666667;3;160;326;22;22;672;binomial
tokyo1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984026707755521;test;1.02683699666667;3;160;326;22;22;672;binomial
646_fri_c3_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790099414133715;train;0.901407798333333;7;18;266;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840994499640395;test;0.901407798333333;7;18;266;5;9;350;continuous
yeast;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872686744682877;train;2.72709714833333;3;8;56;7;8;1036;multinomial
yeast;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867501921646333;test;2.72709714833333;3;8;56;7;8;1036;multinomial
glass2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799145299145299;train;0.350514185;7;36;334;8;9;115;binomial
glass2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722222222222222;test;0.350514185;7;36;334;8;9;115;binomial
228_elusage;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30862758663374;train;0.56714743;3;160;326;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508706463387992;test;0.56714743;3;160;326;1;1;39;continuous
613_fri_c3_250_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175967911681957;train;2.10490574333333;12;331;686;3;5;175;continuous
613_fri_c3_250_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437148016199751;test;2.10490574333333;12;331;686;3;5;175;continuous
heart_c;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7775551994302;train;1.10909593;7;13;166;2;13;213;binomial
heart_c;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.669146825396825;test;1.10909593;7;13;166;2;13;213;binomial
586_fri_c3_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821283412761004;train;0.150281645;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789144402006936;test;0.150281645;3;85;176;5;25;700;continuous
diabetes;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830443786982249;train;0.781607251666667;3;160;326;6;8;538;binomial
diabetes;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796387073347858;test;0.781607251666667;3;160;326;6;8;538;binomial
651_fri_c0_100_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125192609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.413868660601725;train;1.38609860166667;17;125;774;24;25;70;continuous
651_fri_c0_100_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125192609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.677248843833818;test;1.38609860166667;17;125;774;24;25;70;continuous
iris;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995358995358995;train;0.629660106666667;3;160;326;3;3;105;multinomial
iris;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.629660106666667;3;160;326;3;3;105;multinomial
594_fri_c2_100_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384600674028288;train;0.504316456666667;3;160;326;3;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.742662042852493;test;0.504316456666667;3;160;326;3;5;70;continuous
cleveland;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.602610256859823;train;7.70632861666667;12;13;320;13;13;213;multinomial
cleveland;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6502442002442;test;7.70632861666667;12;13;320;13;13;213;multinomial
sonar;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814084507042254;train;0.284633033333333;3;84;174;8;60;146;binomial
sonar;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916666666666667;test;0.284633033333333;3;84;174;8;60;146;binomial
iris;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994088811995386;train;0.0338963833333333;3;3;24;1;3;105;multinomial
iris;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990885416666667;test;0.0338963833333333;3;3;24;1;3;105;multinomial
228_elusage;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.373876841250623;train;0.0595423633333333;5;5;60;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454679764695953;test;0.0595423633333333;5;5;60;1;1;39;continuous
segmentation;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999073127973983;train;1.47327413;3;160;326;13;13;1617;multinomial
segmentation;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998194786164222;test;1.47327413;3;160;326;13;13;1617;multinomial
cleveland;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788310809152275;train;1.07134876333333;3;160;326;13;13;213;multinomial
cleveland;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.646624010909725;test;1.07134876333333;3;160;326;13;13;213;multinomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.756885090218424;train;0.597371176666667;3;160;326;2;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.574866310160428;test;0.597371176666667;3;160;326;2;3;93;binomial
analcatdata_authorship;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.323837576666667;3;61;138;59;70;589;multinomial
analcatdata_authorship;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9938228216355;test;0.323837576666667;3;61;138;59;70;589;multinomial
623_fri_c4_1000_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178721889647646;train;3.84128767333333;13;340;706;9;10;700;continuous
623_fri_c4_1000_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29011033982429;test;3.84128767333333;13;340;706;9;10;700;continuous
557_analcatdata_apnea1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.270982708517452;train;2.47012544333333;20;308;656;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.207530699042988;test;2.47012544333333;20;308;656;3;3;333;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813262078086139;train;0.72984001;11;125;522;6;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781884031534535;test;0.72984001;11;125;522;6;25;350;continuous
582_fri_c1_500_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798500003718512;train;0.575694866666667;9;125;438;6;25;350;continuous
582_fri_c1_500_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863825791333051;test;0.575694866666667;9;125;438;6;25;350;continuous
cars;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863355974197958;train;0.0589152733333333;3;7;50;7;7;275;multinomial
cars;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.790086274509804;test;0.0589152733333333;3;7;50;7;7;275;multinomial
626_fri_c2_500_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809647032378387;train;0.786929755;3;160;326;12;50;350;continuous
626_fri_c2_500_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846674818853939;test;0.786929755;3;160;326;12;50;350;continuous
breast;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987060365957932;train;0.813538961666667;3;160;326;10;10;490;binomial
breast;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997791434607259;test;0.813538961666667;3;160;326;10;10;490;binomial
dis;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812021445924437;train;3.27264206833333;20;304;648;24;25;2641;binomial
dis;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817098599940423;test;3.27264206833333;20;304;648;24;25;2641;binomial
analcatdata_asbestos;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933449074074074;train;0.562294548333333;3;160;326;3;3;59;binomial
analcatdata_asbestos;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9;test;0.562294548333333;3;160;326;3;3;59;binomial
597_fri_c2_500_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807626117611752;train;0.11384102835;3;25;156;5;5;350;continuous
597_fri_c2_500_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.879081577011818;test;0.11384102835;3;25;156;5;5;350;continuous
analcatdata_cyyoung8092;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91118800461361;train;1.72682342166667;10;300;620;2;7;68;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.785714285714286;test;1.72682342166667;10;300;620;2;7;68;binomial
shuttle;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993139108603208;train;30.566620105;14;380;788;7;7;40600;multinomial
shuttle;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980021652305423;test;30.566620105;14;380;788;7;7;40600;multinomial
590_fri_c0_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493340021606431;train;0.21674086;3;90;186;4;50;700;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479072754488397;test;0.21674086;3;90;186;4;50;700;continuous
vowel;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96779952249209;train;8.52597354501667;5;13;136;10;13;693;multinomial
vowel;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959230154388177;test;8.52597354501667;5;13;136;10;13;693;multinomial
glass;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877156228956229;train;0.748693508333333;3;9;62;3;9;144;multinomial
glass;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828926282051282;test;0.748693508333333;3;9;62;3;9;144;multinomial
mfeat_karhunen;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998557081933985;train;18.0468427833333;3;56;138;29;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997794740139275;test;18.0468427833333;3;56;138;29;64;1400;multinomial
635_fri_c0_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344050711822521;train;2.01658567666667;10;300;620;7;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.519606085665195;test;2.01658567666667;10;300;620;7;10;175;continuous
225_puma8NH;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753712716266254;train;0.343869755;7;40;334;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125202323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782497851851953;test;0.343869755;7;40;334;2;8;5735;continuous
561_cpu;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.102404661364778;train;1.83756226833333;9;280;578;6;7;147;continuous
561_cpu;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236308151404003;test;1.83756226833333;9;280;578;6;7;147;continuous
344_mv;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139280620162394;train;4.76737576833333;5;184;378;9;9;28538;continuous
344_mv;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140013677589266;test;4.76737576833333;5;184;378;9;9;28538;continuous
627_fri_c2_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820894858100866;train;1.01805872666667;6;20;248;7;10;350;continuous
627_fri_c2_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810770559422561;test;1.01805872666667;6;20;248;7;10;350;continuous
haberman;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.706672991777356;train;0.17584968335;7;3;48;3;3;215;binomial
haberman;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.592105263157895;test;0.17584968335;7;3;48;3;3;215;binomial
cloud;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734375;train;0.0419750766666667;3;6;40;6;6;76;multinomial
cloud;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.510416666666667;test;0.0419750766666667;3;6;40;6;6;76;multinomial
german;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851909396497811;train;2.806149155;13;360;746;16;20;700;binomial
german;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.785326086956522;test;2.806149155;13;360;746;16;20;700;binomial
522_pm10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837850899322338;train;0.550642061666667;10;35;460;6;7;350;continuous
522_pm10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831479197211015;test;0.550642061666667;10;35;460;6;7;350;continuous
twonorm;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998001313077826;train;0.238518746666667;3;61;166;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997831943563973;test;0.238518746666667;3;61;166;20;20;5180;binomial
648_fri_c1_250_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.723517992540305;train;0.353291255;5;130;270;14;50;175;continuous
648_fri_c1_250_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854541144963134;test;0.353291255;5;130;270;14;50;175;continuous
519_vinnie;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446429015082175;train;0.229854638333333;5;4;48;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.548099835134694;test;0.229854638333333;5;4;48;1;2;266;continuous
collins;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999086448492862;train;3.919581765;11;320;662;1;20;340;multinomial
collins;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996418396418396;test;3.919581765;11;320;662;1;20;340;multinomial
557_analcatdata_apnea1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.308196592320173;train;0.913745953316667;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144058436767099;test;0.913745953316667;3;160;326;0;3;333;continuous
sleep;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893147662153324;train;92.9837631016667;1;13;36;13;13;74136;multinomial
sleep;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889750348041517;test;92.9837631016667;1;13;36;13;13;74136;multinomial
623_fri_c4_1000_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832090011771532;train;0.93408932;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805328909312249;test;0.93408932;3;160;326;5;10;700;continuous
678_visualizing_environmental;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768286165691312;train;0.171913073333333;6;15;188;3;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658860581877349;test;0.171913073333333;6;15;188;3;3;78;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821672275266102;train;0.91512802;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839242851806291;test;0.91512802;3;160;326;5;10;700;continuous
vehicle;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920766326170133;train;0.168145545;6;13;154;11;13;593;multinomial
vehicle;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904565064565065;test;0.168145545;6;13;154;11;13;593;multinomial
611_fri_c3_100_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782047348730207;train;3.66287223;17;432;898;4;4;70;continuous
611_fri_c3_100_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00306903063334;test;3.66287223;17;432;898;4;4;70;continuous
dermatology;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999657160666978;train;0.813248458333333;3;160;326;22;25;257;multinomial
dermatology;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162101_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997234967761283;test;0.813248458333333;3;160;326;22;25;257;multinomial
617_fri_c3_500_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199435976959144;train;0.750392036666667;3;160;326;5;5;350;continuous
617_fri_c3_500_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369327477444581;test;0.750392036666667;3;160;326;5;5;350;continuous
new_thyroid;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999432415523435;train;0.328313541666667;3;5;36;5;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.328313541666667;3;5;36;5;5;151;multinomial
saheart;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.775732732117237;train;0.774910846666667;12;36;536;9;9;324;binomial
saheart;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845612270555695;test;0.774910846666667;12;36;536;9;9;324;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904;train;0.487777978316667;11;24;464;3;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923913043478261;test;0.487777978316667;11;24;464;3;6;65;binomial
654_fri_c0_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512963705115932;train;0.25522880665;6;50;292;4;10;350;continuous
654_fri_c0_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.530614107393507;test;0.25522880665;6;50;292;4;10;350;continuous
nikuradse_2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835607207478229;train;0.0389688066666667;3;5;40;0;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796933097457016;test;0.0389688066666667;3;5;40;0;1;254;continuous
buggyCrx;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9241655448552;train;1.12157768333333;3;160;326;12;13;483;binomial
buggyCrx;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923529411764706;test;1.12157768333333;3;160;326;12;13;483;binomial
dermatology;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.354000575;5;25;182;25;25;257;multinomial
dermatology;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986468524251806;test;0.354000575;5;25;182;25;25;257;multinomial
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191215119227819;train;2.64791225833333;11;256;534;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290277196827479;test;2.64791225833333;11;256;534;5;5;700;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818124949193017;train;0.150165553333333;3;50;166;7;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868389041266725;test;0.150165553333333;3;50;166;7;10;350;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836137246164108;train;0.713586576666667;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881420640021671;test;0.713586576666667;3;160;326;5;50;700;continuous
mfeat_morphological;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917190000891651;train;2.104456165;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918471088892209;test;2.104456165;3;160;326;2;2;1400;multinomial
706_sleuth_case1202;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.570021565779445;train;0.678847156666667;3;160;326;2;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123304_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.800019027793753;test;0.678847156666667;3;160;326;2;6;66;continuous
230_machine_cpu;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.201237298185262;train;1.56120012833333;10;268;556;3;6;147;continuous
230_machine_cpu;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240403463843327;test;1.56120012833333;10;268;556;3;6;147;continuous
519_vinnie;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4928238136854;train;0.916561076666667;3;160;326;1;2;266;continuous
519_vinnie;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436344790961255;test;0.916561076666667;3;160;326;1;2;266;continuous
texture;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996872256293541;train;2.95613300166667;3;160;326;12;12;3850;multinomial
texture;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994250338976446;test;2.95613300166667;3;160;326;12;12;3850;multinomial
penguins;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999560734380399;train;0.635834461666667;3;160;326;5;7;241;multinomial
penguins;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.635834461666667;3;160;326;5;7;241;multinomial
560_bodyfat;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0120814923798814;train;0.590622096666667;3;25;132;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0118191291911993;test;0.590622096666667;3;25;132;1;13;177;continuous
665_sleuth_case2002;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.61686094917428;train;0.74420506;3;160;326;2;6;103;continuous
665_sleuth_case2002;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.686551753764005;test;0.74420506;3;160;326;2;6;103;continuous
hypothyroid;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998441851776374;train;1.77905162666667;3;160;326;10;21;2215;binomial
hypothyroid;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989196355532989;test;1.77905162666667;3;160;326;10;21;2215;binomial
650_fri_c0_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.443477931269823;train;0.903277256666667;3;72;150;50;50;350;continuous
650_fri_c0_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485216633717286;test;0.903277256666667;3;72;150;50;50;350;continuous
529_pollen;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.448354160762426;train;1.47481473333333;5;200;410;3;4;2694;continuous
529_pollen;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.429609407555162;test;1.47481473333333;5;200;410;3;4;2694;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124192933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816841130528437;train;0.109592976666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124192933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866954135914645;test;0.109592976666667;3;25;156;5;5;350;continuous
flags;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807892299212175;train;0.94908883;13;39;558;4;39;125;multinomial
flags;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.608387345679012;test;0.94908883;13;39;558;4;39;125;multinomial
626_fri_c2_500_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789399365110569;train;0.685540986666667;11;214;458;28;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876122318957417;test;0.685540986666667;11;214;458;28;50;350;continuous
phoneme;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967397700731034;train;3.40621487166667;3;160;326;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948165204946607;test;3.40621487166667;3;160;326;5;5;3783;binomial
602_fri_c3_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809431917393477;train;0.893108345;3;160;326;7;9;175;continuous
602_fri_c3_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875264181173992;test;0.893108345;3;160;326;7;9;175;continuous
665_sleuth_case2002;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.699450083806404;train;1.069618985;12;12;294;2;6;103;continuous
665_sleuth_case2002;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.700241650423307;test;1.069618985;12;12;294;2;6;103;continuous
602_fri_c3_250_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852308554540264;train;0.911283858333333;3;160;326;5;9;175;continuous
602_fri_c3_250_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881489530694037;test;0.911283858333333;3;160;326;5;9;175;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325621935782261;train;3.31446784333333;20;496;1032;3;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593261879202663;test;3.31446784333333;20;496;1032;3;9;70;continuous
phoneme;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806340906358937;train;0.492075585;12;20;350;5;5;3783;binomial
phoneme;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792041362685721;test;0.492075585;12;20;350;5;5;3783;binomial
1595_poker;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125141408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816161135992115;train;49.7934969;2;20;86;5;10;717507;continuous
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analcatdata_boxing1;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638521634615385;train;0.0685491966666667;3;12;86;1;3;84;binomial
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643_fri_c2_500_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854177502468302;train;0.720121955;3;50;150;21;25;350;continuous
643_fri_c2_500_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892179769579743;test;0.720121955;3;50;150;21;25;350;continuous
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heart_h;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908240794856809;test;0.50841286;7;48;334;3;12;206;binomial
waveform_21;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969182338508131;train;0.498432115;7;21;262;18;21;3500;multinomial
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635_fri_c0_250_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.509621560406056;train;0.786931688333333;3;160;326;10;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.514871072932458;test;0.786931688333333;3;160;326;10;10;175;continuous
mnist;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992600297452404;train;119.540577103333;0;100;200;522;526;49000;multinomial
mnist;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991649186208024;test;119.540577103333;0;100;200;522;526;49000;multinomial
ecoli;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974399692536947;train;1.02944667666667;3;160;326;5;5;229;multinomial
ecoli;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975130445239141;test;1.02944667666667;3;160;326;5;5;229;multinomial
647_fri_c1_250_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806120911640315;train;0.808992128333333;6;20;254;9;10;175;continuous
647_fri_c1_250_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845223305668918;test;0.808992128333333;6;20;254;9;10;175;continuous
649_fri_c0_500_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458489071605066;train;1.47168402833333;7;224;462;5;5;350;continuous
649_fri_c0_500_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468149358924419;test;1.47168402833333;7;224;462;5;5;350;continuous
344_mv;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.138558091928418;train;5.65297257166667;7;224;462;5;9;28538;continuous
344_mv;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139438328995735;test;5.65297257166667;7;224;462;5;9;28538;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230531153021494;train;1.83843913165;9;280;578;4;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341738254137445;test;1.83843913165;9;280;578;4;10;350;continuous
557_analcatdata_apnea1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.341481091226946;train;0.93262969335;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.349988968714888;test;0.93262969335;3;160;326;0;3;333;continuous
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579_fri_c0_250_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458859281100319;test;1.41008381833333;7;240;494;5;5;175;continuous
606_fri_c2_1000_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203208650195991;train;2.89316148;17;387;808;6;10;700;continuous
606_fri_c2_1000_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297085936398798;test;2.89316148;17;387;808;6;10;700;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770933794168089;train;0.746891433316667;3;160;326;5;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776261965356075;test;0.746891433316667;3;160;326;5;9;70;continuous
225_puma8NH;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753734923927493;train;0.15726991;3;40;166;8;8;5735;continuous
225_puma8NH;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74352321528914;test;0.15726991;3;40;166;8;8;5735;continuous
churn;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873704425981027;train;1.46414812;3;160;326;15;15;3500;binomial
churn;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857981715382044;test;1.46414812;3;160;326;15;15;3500;binomial
666_rmftsa_ladata;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602174964405732;train;0.602574303333333;9;50;418;5;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.537865987604731;test;0.602574303333333;9;50;418;5;10;356;continuous
mfeat_morphological;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91492014727778;train;1.344795135;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918113997748008;test;1.344795135;3;160;326;2;2;1400;multinomial
vehicle;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938756887429301;train;0.358463113333333;12;13;320;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941616259357892;test;0.358463113333333;12;13;320;13;13;593;multinomial
waveform_21;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966151536930524;train;1.45964263833333;3;160;326;17;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965083594681376;test;1.45964263833333;3;160;326;17;21;3500;multinomial
shuttle;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.791614116307307;train;67.399220575;1;8;24;3;8;40600;multinomial
shuttle;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.786520759569834;test;67.399220575;1;8;24;3;8;40600;multinomial
1191_BNG_pbc;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.775952585018018;train;521.339590511667;0;100;200;10;18;700000;continuous
1191_BNG_pbc;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.775852988256558;test;521.339590511667;0;100;200;10;18;700000;continuous
cars;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126105833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.616634918333333;3;160;326;1;6;275;multinomial
cars;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126105833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991645781119465;test;0.616634918333333;3;160;326;1;6;275;multinomial
581_fri_c3_500_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793260758167058;train;0.174627028333333;3;90;186;5;25;350;continuous
581_fri_c3_500_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829956826659432;test;0.174627028333333;3;90;186;5;25;350;continuous
Hill_Valley_without_noise;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52730199256258;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124202226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.462968607131972;test;;-Inf;-Inf;;1;1;849;binomial
collins;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.42794759;6;220;452;1;20;340;multinomial
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579_fri_c0_250_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296015712263225;train;1.76350833666667;10;284;588;5;5;175;continuous
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1096_FacultySalaries;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.360227755670415;train;0.180045051666667;6;4;56;1;2;35;continuous
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227_cpu_small;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150665716655022;train;15.29136456;6;220;452;10;12;5735;continuous
227_cpu_small;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177868407686823;test;15.29136456;6;220;452;10;12;5735;continuous
598_fri_c0_1000_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489908286764127;train;1.20424593998333;5;200;410;10;25;700;continuous
598_fri_c0_1000_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.547368570069089;test;1.20424593998333;5;200;410;10;25;700;continuous
ring;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.774097504043997;train;1.11582027666667;3;160;326;20;20;5180;binomial
ring;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.789779851598313;test;1.11582027666667;3;160;326;20;20;5180;binomial
mfeat_factors;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999742403019304;train;2.65947140333333;3;160;326;134;134;1400;multinomial
mfeat_factors;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997661276060806;test;2.65947140333333;3;160;326;134;134;1400;multinomial
201_pol;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.567828466607611;train;7.12239609833333;18;348;732;20;26;10500;continuous
201_pol;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.58012556771512;test;7.12239609833333;18;348;732;20;26;10500;continuous
waveform_40;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967895371201726;train;0.757608511666667;9;40;388;17;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970517093806067;test;0.757608511666667;9;40;388;17;40;3500;multinomial
cars;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125133824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999709513435004;train;0.601413798333333;3;160;326;1;7;275;multinomial
cars;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125133824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.601413798333333;3;160;326;1;7;275;multinomial
646_fri_c3_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206574904346223;train;2.041467075;11;272;566;4;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326288495947271;test;2.041467075;11;272;566;4;10;350;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862437226392775;train;0.226545855;3;10;76;2;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.941181911168569;test;0.226545855;3;10;76;2;5;70;continuous
allrep;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954181931259699;train;5.39815836666667;19;354;746;6;24;2641;multinomial
allrep;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905403939834272;test;5.39815836666667;19;354;746;6;24;2641;multinomial
biomed;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962753036437247;train;0.801153268333333;3;160;326;5;8;147;binomial
biomed;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931995540691193;test;0.801153268333333;3;160;326;5;8;147;binomial
analcatdata_authorship;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.22664697333333;3;61;138;70;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;4.22664697333333;3;61;138;70;70;589;multinomial
penguins;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997894132910856;train;0.720711381666667;3;160;326;7;7;241;multinomial
penguins;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998518518518518;test;0.720711381666667;3;160;326;7;7;241;multinomial
clean2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999459006454834;train;5.34817103;6;220;452;1;107;4619;binomial
clean2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998421960402285;test;5.34817103;6;220;452;1;107;4619;binomial
calendarDOW;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.751076394500801;train;1.179033025;5;200;410;3;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.65811390417281;test;1.179033025;5;200;410;3;14;280;multinomial
628_fri_c3_1000_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124213145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8522620908495;train;0.824404778333333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124213145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819263610856418;test;0.824404778333333;3;160;326;5;5;700;continuous
buggyCrx;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936925381357391;train;0.533505626666667;8;52;376;4;13;483;binomial
buggyCrx;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855330197922791;test;0.533505626666667;8;52;376;4;13;483;binomial
analcatdata_creditscore;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978098290598291;train;0.675882196666667;3;160;326;2;6;70;binomial
analcatdata_creditscore;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936507936507937;test;0.675882196666667;3;160;326;2;6;70;binomial
ionosphere;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989543394911119;train;0.822238921666667;3;160;326;30;32;246;binomial
ionosphere;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958151700087184;test;0.822238921666667;3;160;326;30;32;246;binomial
colic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880080921257392;train;0.931797371666667;13;88;594;3;22;258;binomial
colic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909963250306247;test;0.931797371666667;13;88;594;3;22;258;binomial
589_fri_c2_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124204618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810621888002012;train;0.839248501666667;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124204618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85554774938922;test;0.839248501666667;3;160;326;10;25;700;continuous
ecoli;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983637468748652;train;0.106642858333333;7;6;92;6;6;229;multinomial
ecoli;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954235471406234;test;0.106642858333333;7;6;92;6;6;229;multinomial
643_fri_c2_500_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35895191843733;train;0.856269698333333;3;160;326;2;25;350;continuous
643_fri_c2_500_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.467663159561619;test;0.856269698333333;3;160;326;2;25;350;continuous
credit_a;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124211806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907115311121148;train;0.38684906;6;56;292;2;14;483;binomial
credit_a;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124211806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903178645538578;test;0.38684906;6;56;292;2;14;483;binomial
optdigits;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999478021650613;train;3.79249319833333;3;160;326;61;61;3934;multinomial
optdigits;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997995210076414;test;3.79249319833333;3;160;326;61;61;3934;multinomial
1196_BNG_pharynx;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660973308544148;train;16.5919219366667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661936721864621;test;16.5919219366667;3;20;134;10;10;700000;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757643760772197;train;0.172207193333333;3;90;186;11;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828372061515561;test;0.172207193333333;3;90;186;11;25;175;continuous
optdigits;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999744407919152;train;3.36875225;3;160;326;55;61;3934;multinomial
optdigits;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999427140021082;test;3.36875225;3;160;326;55;61;3934;multinomial
pima;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829654006124594;train;1.120885;9;8;152;7;8;538;binomial
pima;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846134725329356;test;1.120885;9;8;152;7;8;538;binomial
595_fri_c0_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126115050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481037200427308;train;0.383073906666667;3;20;136;10;10;700;continuous
595_fri_c0_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126115050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.521875576054273;test;0.383073906666667;3;20;136;10;10;700;continuous
615_fri_c4_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126092625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787993845459307;train;1.33937839168333;7;20;286;5;10;175;continuous
615_fri_c4_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126092625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847314177253216;test;1.33937839168333;7;20;286;5;10;175;continuous
adult;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125132553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899953608185408;train;36.382009385;2;12;58;12;12;34190;binomial
adult;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125132553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896867232938606;test;36.382009385;2;12;58;12;12;34190;binomial
mfeat_factors;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;4.79983779;3;160;326;136;136;1400;multinomial
mfeat_factors;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998567227708247;test;4.79983779;3;160;326;136;136;1400;multinomial
pima;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832228773405244;train;0.391773531666667;7;32;326;6;8;538;binomial
pima;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849034717043666;test;0.391773531666667;7;32;326;6;8;538;binomial
allrep;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964399709513435;train;7.017157195;20;500;1040;4;24;2641;multinomial
allrep;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99077868852459;test;7.017157195;20;500;1040;4;24;2641;multinomial
churn;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86222630488224;train;7.527007815;10;15;294;12;15;3500;binomial
churn;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854643779992617;test;7.527007815;10;15;294;12;15;3500;binomial
631_fri_c1_500_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213728566780312;train;1.35201593333333;6;220;452;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34156348863723;test;1.35201593333333;6;220;452;5;5;350;continuous
695_chatfield_4;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.338737743964362;train;0.52665748;10;40;460;3;8;165;continuous
695_chatfield_4;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313034490074921;test;0.52665748;10;40;460;3;8;165;continuous
breast;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996681882344314;train;0.692538016666667;3;10;68;7;10;490;binomial
breast;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965570400822199;test;0.692538016666667;3;10;68;7;10;490;binomial
heart_h;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903755159569113;train;1.06073482998333;5;12;126;3;12;206;binomial
heart_h;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907948568088837;test;1.06073482998333;5;12;126;3;12;206;binomial
contraceptive;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826530581619174;train;1.211757585;3;160;326;9;9;1032;multinomial
contraceptive;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742905638093431;test;1.211757585;3;160;326;9;9;1032;multinomial
profb;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.671523031504024;train;0.638163716666667;8;9;146;4;9;471;binomial
profb;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.654208754208754;test;0.638163716666667;8;9;146;4;9;471;binomial
german;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804369918699187;train;0.84224283;11;77;502;7;20;700;binomial
german;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764161789297659;test;0.84224283;11;77;502;7;20;700;binomial
620_fri_c1_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211627091467406;train;1.37466100666667;3;160;326;25;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371639466678009;test;1.37466100666667;3;160;326;25;25;700;continuous
574_house_16H;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493706224366967;train;10.7795140433333;8;30;354;15;15;15949;continuous
574_house_16H;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480662049212102;test;10.7795140433333;8;30;354;15;15;15949;continuous
segmentation;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124200028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994594662383371;train;12.812215075;3;14;92;6;14;1617;multinomial
segmentation;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124200028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996350914111144;test;12.812215075;3;14;92;6;14;1617;multinomial
537_houses;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606942605588728;train;0.96344433165;3;10;72;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.595315556697578;test;0.96344433165;3;10;72;5;5;14448;continuous
nikuradse_2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821585222199037;train;0.0442844016666667;3;2;16;0;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774931503822394;test;0.0442844016666667;3;2;16;0;1;254;continuous
analcatdata_authorship;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.07280214166667;3;160;326;67;70;589;multinomial
analcatdata_authorship;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999890218259588;test;1.07280214166667;3;160;326;67;70;589;multinomial
vehicle;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943739819083422;train;1.41281316833333;3;13;78;13;13;593;multinomial
vehicle;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939580486832902;test;1.41281316833333;3;13;78;13;13;593;multinomial
breast;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989744318181818;train;0.618672991666667;3;160;326;2;9;490;binomial
breast;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988377700617284;test;0.618672991666667;3;160;326;2;9;490;binomial
582_fri_c1_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795254674858186;train;0.45714393;7;125;354;7;25;350;continuous
582_fri_c1_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873475608048488;test;0.45714393;7;125;354;7;25;350;continuous
appendicitis;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82;train;0.373675221666667;12;16;338;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92;test;0.373675221666667;12;16;338;1;4;75;binomial
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80719386363197;train;0.849235696666667;3;50;146;16;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813435975210654;test;0.849235696666667;3;50;146;16;25;700;continuous
mfeat_karhunen;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999078248916509;train;17.8081788566667;3;58;138;25;64;1400;multinomial
mfeat_karhunen;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99814094485561;test;17.8081788566667;3;58;138;25;64;1400;multinomial
glass;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900862950840714;train;0.183676488333333;8;9;150;3;9;144;multinomial
glass;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836507936507937;test;0.183676488333333;8;9;150;3;9;144;multinomial
appendicitis;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82;train;0.32617134;11;4;94;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92;test;0.32617134;11;4;94;1;4;75;binomial
mfeat_factors;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;28.92705201;3;66;138;105;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9984248812031;test;28.92705201;3;66;138;105;135;1400;multinomial
712_chscase_geyser1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.453988268405483;train;0.517219743333333;3;160;326;2;2;156;continuous
712_chscase_geyser1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36535685021438;test;0.517219743333333;3;160;326;2;2;156;continuous
contraceptive;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.658232281954424;train;0.0677060233333333;3;9;56;1;9;1032;multinomial
contraceptive;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124212020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.610353767978129;test;0.0677060233333333;3;9;56;1;9;1032;multinomial
sleep;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905187792091495;train;36.44840852;1;120;242;12;13;74136;multinomial
sleep;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901358781703933;test;36.44840852;1;120;242;12;13;74136;multinomial
mnist;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995076185401586;train;80.3256835066833;0;100;200;521;526;49000;multinomial
mnist;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994428020317921;test;80.3256835066833;0;100;200;521;526;49000;multinomial
prnn_synth;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928366013071896;train;0.608983878333333;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953571428571429;test;0.608983878333333;3;160;326;2;2;175;binomial
1193_BNG_lowbwt;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084543_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607382797544927;train;4.137524715;6;18;166;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084543_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610981343376961;test;4.137524715;6;18;166;9;9;21773;continuous
fars;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889437667398137;train;19.2556167833333;8;21;306;13;21;70678;multinomial
fars;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87964881977037;test;19.2556167833333;8;21;306;13;21;70678;multinomial
dis;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693880516461162;train;5.8686591;6;24;254;8;24;2641;binomial
dis;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72042042042042;test;5.8686591;6;24;254;8;24;2641;binomial
612_fri_c1_1000_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149941166354823;train;4.04934967833333;20;350;740;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277105783972916;test;4.04934967833333;20;350;740;5;5;700;continuous
analcatdata_boxing1;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.361478365384615;train;0.571991853333333;3;160;326;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.411538461538462;test;0.571991853333333;3;160;326;1;3;84;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96301775147929;train;0.525273251666667;9;24;396;3;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746031746031746;test;0.525273251666667;9;24;396;3;6;65;binomial
credit_g;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79523141654979;train;1.65869797333333;20;80;880;5;20;700;binomial
credit_g;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.760646271722836;test;1.65869797333333;20;80;880;5;20;700;binomial
analcatdata_aids;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0535738783333333;3;8;58;0;2;35;binomial
analcatdata_aids;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0535738783333333;3;8;58;0;2;35;binomial
529_pollen;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4345768027637;train;0.10950524;3;20;148;4;4;2694;continuous
529_pollen;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433627527885115;test;0.10950524;3;20;148;4;4;2694;continuous
penguins;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999937437437437;train;0.667003786666667;3;160;326;5;7;241;multinomial
penguins;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.667003786666667;3;160;326;5;7;241;multinomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994169096209913;train;0.23882211;3;112;230;2;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.23882211;3;112;230;2;6;70;binomial
207_autoPrice;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442508149865444;train;1.50141818;8;260;536;2;9;112;continuous
207_autoPrice;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125165541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472173226166349;test;1.50141818;8;260;536;2;9;112;continuous
648_fri_c1_250_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803602114199474;train;0.193645630016667;3;90;186;4;50;175;continuous
648_fri_c1_250_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860463064666735;test;0.193645630016667;3;90;186;4;50;175;continuous
sleep;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884961436684375;train;31.5657720633333;1;120;242;13;13;74136;multinomial
sleep;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881877567631402;test;31.5657720633333;1;120;242;13;13;74136;multinomial
banana;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545368409417486;train;0.110345535;5;8;96;2;2;3710;binomial
banana;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.538561680090414;test;0.110345535;5;8;96;2;2;3710;binomial
waveform_21;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974640481182853;train;6.72944534666667;10;300;620;17;21;3500;multinomial
waveform_21;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969409258223328;test;6.72944534666667;10;300;620;17;21;3500;multinomial
crx;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919262738797891;train;1.47340736;7;14;178;14;14;483;binomial
crx;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917337577232728;test;1.47340736;7;14;178;14;14;483;binomial
colic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914504411001557;train;0.935050646666667;12;88;552;4;22;258;binomial
colic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.840861344537815;test;0.935050646666667;12;88;552;4;22;258;binomial
643_fri_c2_500_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848407679253987;train;1.91446470998333;7;50;318;9;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.902111887185472;test;1.91446470998333;7;50;318;9;25;350;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843358334414263;train;2.07814848666667;7;240;494;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881584937212432;test;2.07814848666667;7;240;494;5;5;700;continuous
vehicle;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942543102748822;train;3.62339533666667;7;13;166;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937193018310384;test;3.62339533666667;7;13;166;13;13;593;multinomial
626_fri_c2_500_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239981473252839;train;2.07491413333333;10;300;620;6;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378284538025154;test;2.07491413333333;10;300;620;6;50;350;continuous
519_vinnie;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474041718988432;train;0.10815201;6;10;140;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490214500672656;test;0.10815201;6;10;140;1;2;266;continuous
saheart;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80607447472436;train;1.49142439666667;8;260;536;9;9;324;binomial
saheart;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.768458781362007;test;1.49142439666667;8;260;536;9;9;324;binomial
227_cpu_small;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.198985358624613;train;0.608672944983333;11;60;512;12;12;5735;continuous
227_cpu_small;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.218151643561165;test;0.608672944983333;11;60;512;12;12;5735;continuous
hungarian;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93377278813472;train;0.61621935;3;160;326;12;12;206;binomial
hungarian;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859504132231405;test;0.61621935;3;160;326;12;12;206;binomial
phoneme;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812990929884271;train;0.327470836666667;8;20;250;5;5;3783;binomial
phoneme;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.815910865091193;test;0.327470836666667;8;20;250;5;5;3783;binomial
574_house_16H;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372416556199189;train;26.0804091216667;5;200;410;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39121777170068;test;26.0804091216667;5;200;410;15;15;15949;continuous
yeast;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902786217205945;train;5.38810462333333;7;8;120;8;8;1036;multinomial
yeast;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856787050001972;test;5.38810462333333;7;8;120;8;8;1036;multinomial
prnn_synth;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953333333333333;train;0.537131421666667;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898571428571429;test;0.537131421666667;3;160;326;2;2;175;binomial
adult;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897750404493148;train;17.9080071866667;10;220;460;11;12;34190;binomial
adult;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894523785554783;test;17.9080071866667;10;220;460;11;12;34190;binomial
dermatology;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.00727308166667;3;160;326;23;25;257;multinomial
dermatology;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997418724016267;test;1.00727308166667;3;160;326;23;25;257;multinomial
german;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.767355550227763;train;1.930011425;9;20;270;3;20;700;binomial
german;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757209302325581;test;1.930011425;9;20;270;3;20;700;binomial
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125200313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462140017283344;train;0.683084831666667;7;10;152;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125200313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523744162079771;test;0.683084831666667;7;10;152;5;5;700;continuous
backache;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.488482773333333;5;107;258;23;32;126;binomial
backache;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.635869565217391;test;0.488482773333333;5;107;258;23;32;126;binomial
pima;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852508391273076;train;0.548826905;10;32;452;8;8;538;binomial
pima;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806739431739432;test;0.548826905;10;32;452;8;8;538;binomial
hungarian;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911449579831933;train;1.15163078668333;6;220;452;9;12;206;binomial
hungarian;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898504273504274;test;1.15163078668333;6;220;452;9;12;206;binomial
503_wind;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472645161295062;train;0.863257428333333;5;68;260;13;14;4602;continuous
503_wind;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469735911422715;test;0.863257428333333;5;68;260;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457181428060267;train;3.117805;6;28;248;14;14;4602;continuous
503_wind;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455476530157292;test;3.117805;6;28;248;14;14;4602;continuous
hypothyroid;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948962074181305;train;1.32992225333333;17;80;754;9;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930103743388345;test;1.32992225333333;17;80;754;9;20;2215;binomial
1030_ERA;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126100550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.751036800057342;train;0.40577671;7;8;124;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126100550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792966666596895;test;0.40577671;7;8;124;4;4;700;continuous
595_fri_c0_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479119170228135;train;0.84117132;3;160;326;10;10;700;continuous
595_fri_c0_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518877268474553;test;0.84117132;3;160;326;10;10;700;continuous
195_auto_price;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353176645809252;train;0.611200061666667;3;18;128;9;9;112;continuous
195_auto_price;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430778156163958;test;0.611200061666667;3;18;128;9;9;112;continuous
analcatdata_aids;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.618421052631579;train;0.177987111666667;10;8;176;1;2;35;binomial
analcatdata_aids;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851851851851852;test;0.177987111666667;10;8;176;1;2;35;binomial
542_pollution;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580634819272428;train;0.522424718333333;9;50;418;4;10;42;continuous
542_pollution;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.640608135254157;test;0.522424718333333;9;50;418;4;10;42;continuous
602_fri_c3_250_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84299298607697;train;0.956408136666667;5;20;210;10;10;175;continuous
602_fri_c3_250_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820789542097509;test;0.956408136666667;5;20;210;10;10;175;continuous
sonar;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.95066193833333;13;360;746;50;60;146;binomial
sonar;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956196581196581;test;2.95066193833333;13;360;746;50;60;146;binomial
cleveland;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.841127430555556;train;4.407923525;20;500;1040;11;13;213;multinomial
cleveland;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.615500658761528;test;4.407923525;20;500;1040;11;13;213;multinomial
letter;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126103041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991161219830908;train;27.6486687833167;9;280;578;12;16;14000;multinomial
letter;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126103041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987665802271387;test;27.6486687833167;9;280;578;12;16;14000;multinomial
663_rabe_266;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0856631629504395;train;2.49487559166667;13;360;746;2;2;84;continuous
663_rabe_266;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.123576614014771;test;2.49487559166667;13;360;746;2;2;84;continuous
buggyCrx;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944936315625971;train;1.04138696333333;3;160;326;14;14;483;binomial
buggyCrx;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932594021215044;test;1.04138696333333;3;160;326;14;14;483;binomial
optdigits;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999576920541763;train;50.2883984366667;2;46;96;46;60;3934;multinomial
optdigits;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998177613766087;test;50.2883984366667;2;46;96;46;60;3934;multinomial
spectf;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921245421245421;train;3.259042405;7;43;306;28;44;245;binomial
spectf;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831163194444445;test;3.259042405;7;43;306;28;44;245;binomial
627_fri_c2_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188737877028116;train;2.36494773833333;12;308;640;4;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327246381994594;test;2.36494773833333;12;308;640;4;10;350;continuous
583_fri_c1_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828479702193461;train;0.22691188;3;90;186;6;50;700;continuous
583_fri_c1_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837195748161601;test;0.22691188;3;90;186;6;50;700;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863975025196907;train;0.464659435;9;50;418;6;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817094269872408;test;0.464659435;9;50;418;6;10;350;continuous
573_cpu_act;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126102526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.328926791304032;train;3.44906998;10;33;414;4;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126102526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.32943434215039;test;3.44906998;10;33;414;4;17;5735;continuous
optdigits;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999746420101651;train;3.47960406666667;3;160;326;57;59;3934;multinomial
optdigits;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999397941822244;test;3.47960406666667;3;160;326;57;59;3934;multinomial
mfeat_factors;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998307600045698;train;3.71224660333333;3;160;326;133;133;1400;multinomial
mfeat_factors;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99828148917297;test;3.71224660333333;3;160;326;133;133;1400;multinomial
analcatdata_boxing1;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.61598440545809;train;0.186974755;5;3;36;1;3;84;binomial
analcatdata_boxing1;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.579365079365079;test;0.186974755;5;3;36;1;3;84;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96078431372549;train;0.472415018333333;3;144;294;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.660714285714286;test;0.472415018333333;3;144;294;2;2;35;binomial
537_houses;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.577580187998689;train;1.18021575333333;3;12;84;6;6;14448;continuous
537_houses;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.580723403944501;test;1.18021575333333;3;12;84;6;6;14448;continuous
australian;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93102283358165;train;1.17381859;7;13;192;12;13;483;binomial
australian;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924406457739791;test;1.17381859;7;13;192;12;13;483;binomial
allrep;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933836432894572;train;8.15431459833333;20;493;1026;2;24;2641;multinomial
allrep;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895216708913154;test;8.15431459833333;20;493;1026;2;24;2641;multinomial
hepatitis;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125202251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92965367965368;train;2.94169153666667;20;443;926;17;19;109;binomial
hepatitis;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125202251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890909090909091;test;2.94169153666667;20;443;926;17;19;109;binomial
appendicitis;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812222222222222;train;1.217984325;7;240;494;4;4;75;binomial
appendicitis;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.69;test;1.217984325;7;240;494;4;4;75;binomial
glass;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883244250080985;train;1.01743188;5;9;100;3;9;144;multinomial
glass;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125123243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888742063492064;test;1.01743188;5;9;100;3;9;144;multinomial
lupus;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880718954248366;train;0.057204035;3;2;16;1;2;61;binomial
lupus;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8125;test;0.057204035;3;2;16;1;2;61;binomial
227_cpu_small;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125135005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.345908820318005;train;1.11560731;7;24;216;1;12;5735;continuous
227_cpu_small;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125135005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.367474444931832;test;1.11560731;7;24;216;1;12;5735;continuous
breast_w;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995679335627712;train;1.31242390166667;6;9;116;8;9;490;binomial
breast_w;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99232585596222;test;1.31242390166667;6;9;116;8;9;490;binomial
cars;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889299699545759;train;0.516574171666667;3;7;50;7;7;275;multinomial
cars;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.76716339869281;test;0.516574171666667;3;7;50;7;7;275;multinomial
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201523333221662;train;8.32094909666667;13;355;736;4;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308200270502903;test;8.32094909666667;13;355;736;4;50;700;continuous
678_visualizing_environmental;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713883109260588;train;0.116390816666667;3;6;48;3;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769298630484785;test;0.116390816666667;3;6;48;3;3;78;continuous
mfeat_factors;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999921932376126;train;2.28085314333333;3;160;326;132;132;1400;multinomial
mfeat_factors;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996184535010415;test;2.28085314333333;3;160;326;132;132;1400;multinomial
ring;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781366561664116;train;1.05316289;3;160;326;20;20;5180;binomial
ring;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.77301258883958;test;1.05316289;3;160;326;20;20;5180;binomial
sleep;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890681455613061;train;121.62654553;1;13;36;13;13;74136;multinomial
sleep;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889178402619343;test;121.62654553;1;13;36;13;13;74136;multinomial
210_cloud;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.284636490311683;train;0.182053925;3;10;72;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.211869774602865;test;0.182053925;3;10;72;5;5;76;continuous
analcatdata_lawsuit;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996628131021195;train;0.334222291666667;6;4;54;3;4;185;binomial
analcatdata_lawsuit;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126094203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.334222291666667;6;4;54;3;4;185;binomial
628_fri_c3_1000_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843233955718939;train;0.434500316666667;8;10;172;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883658081892667;test;0.434500316666667;8;10;172;5;5;700;continuous
labor;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.503113938333333;6;15;182;9;15;40;binomial
labor;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.75;test;0.503113938333333;6;15;182;9;15;40;binomial
210_cloud;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.271448173553089;train;0.506432308333333;11;25;492;3;5;76;continuous
210_cloud;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.248518829835237;test;0.506432308333333;11;25;492;3;5;76;continuous
spambase;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977058344313969;train;0.373756583333333;3;80;166;54;54;3221;binomial
spambase;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972188995215311;test;0.373756583333333;3;80;166;54;54;3221;binomial
192_vineyard;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432908983761683;train;1.82965531;10;300;620;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.874801061304061;test;1.82965531;10;300;620;1;1;37;continuous
australian;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124213045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932185670476722;train;2.55997133001667;8;14;218;9;14;483;binomial
australian;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124213045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911317567567568;test;2.55997133001667;8;14;218;9;14;483;binomial
heart_h;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93083660525521;train;0.90518321;6;12;146;7;12;206;binomial
heart_h;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879018118059614;test;0.90518321;6;12;146;7;12;206;binomial
spectf;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124191321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986879972913492;train;1.36908345833333;6;220;452;25;44;245;binomial
spectf;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124191321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846896551724138;test;1.36908345833333;6;220;452;25;44;245;binomial
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125143631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318515877087003;train;1.18717044;3;160;326;5;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125143631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432368077818277;test;1.18717044;3;160;326;5;25;700;continuous
churn;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974215434785349;train;4.14967560166667;6;220;452;9;15;3500;binomial
churn;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906677408617768;test;4.14967560166667;6;220;452;9;15;3500;binomial
dis;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.710597302504817;train;15.9391709283333;20;25;822;7;25;2641;binomial
dis;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.650282990765565;test;15.9391709283333;20;25;822;7;25;2641;binomial
645_fri_c3_500_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790775940606018;train;0.203586581666667;3;90;186;5;49;350;continuous
645_fri_c3_500_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124201126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888063779285387;test;0.203586581666667;3;90;186;5;49;350;continuous
542_pollution;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317493303203856;train;1.69388274333333;8;260;536;10;12;42;continuous
542_pollution;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.702818921108771;test;1.69388274333333;8;260;536;10;12;42;continuous
auto;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914239815855507;train;7.95172849333333;10;22;366;17;22;142;multinomial
auto;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862464985994398;test;7.95172849333333;10;22;366;17;22;142;multinomial
nikuradse_2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783001156819466;train;0.0420629533333333;3;5;40;0;1;254;continuous
nikuradse_2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.901141095722281;test;0.0420629533333333;3;5;40;0;1;254;continuous
Hill_Valley_without_noise;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126095328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.428594141666667;3;128;262;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126095328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.428594141666667;3;128;262;1;1;849;binomial
522_pm10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837324474484481;train;0.800209970016667;5;14;144;3;7;350;continuous
522_pm10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838094469817195;test;0.800209970016667;5;14;144;3;7;350;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.412756832825693;train;0.330355611666667;8;30;386;6;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716669439367019;test;0.330355611666667;8;30;386;6;6;66;continuous
biomed;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978145424836601;train;0.2123313;3;8;54;5;8;147;binomial
biomed;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889254385964912;test;0.2123313;3;8;54;5;8;147;binomial
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243773879074996;train;1.45529521833333;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327041056769792;test;1.45529521833333;3;160;326;5;50;700;continuous
glass;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126115135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876106060606061;train;0.184371591666667;7;9;134;3;9;144;multinomial
glass;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126115135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85090811965812;test;0.184371591666667;7;9;134;3;9;144;multinomial
560_bodyfat;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.064360219264975;train;0.189260205;3;64;186;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.107331765623069;test;0.189260205;3;64;186;1;13;177;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125200520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845970724477409;train;0.124502588333333;3;50;166;5;10;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125200520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856331953557976;test;0.124502588333333;3;50;166;5;10;350;continuous
spambase;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980876450500898;train;0.369242006666667;3;80;166;55;55;3221;binomial
spambase;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125181259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975965745991738;test;0.369242006666667;3;80;166;55;55;3221;binomial
657_fri_c2_250_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755597751543476;train;0.68124263;5;20;216;10;10;175;continuous
657_fri_c2_250_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.902735818504026;test;0.68124263;5;20;216;10;10;175;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213610047534941;train;3.85310978333333;16;420;872;4;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294325573962752;test;3.85310978333333;16;420;872;4;25;700;continuous
tae;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733016636141636;train;1.108538405;6;220;452;5;5;106;multinomial
tae;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.657516339869281;test;1.108538405;6;220;452;5;5;106;multinomial
Hill_Valley_without_noise;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125180633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.609802343012603;train;3.30768887;19;480;998;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125180633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.502277558457334;test;3.30768887;19;480;998;1;1;849;binomial
wine_quality_red;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913705288058159;train;5.48669041331667;18;444;924;8;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.720038455752299;test;5.48669041331667;18;444;924;8;11;1120;multinomial
haberman;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719797074091553;train;0.530999363333333;3;160;326;2;3;215;binomial
haberman;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.675750834260289;test;0.530999363333333;3;160;326;2;3;215;binomial
647_fri_c1_250_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.899265360833012;train;0.886756623333333;3;160;326;1;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163538_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.07060477363455;test;0.886756623333333;3;160;326;1;10;175;continuous
561_cpu;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0627584975921598;train;2.580424365;14;348;724;7;7;147;continuous
561_cpu;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168366594447495;test;2.580424365;14;348;724;7;7;147;continuous
horse_colic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954234388366125;train;0.714078055;3;160;326;10;22;258;binomial
horse_colic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884957264957265;test;0.714078055;3;160;326;10;22;258;binomial
penguins;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.554905356666667;3;7;50;5;7;241;multinomial
penguins;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.554905356666667;3;7;50;5;7;241;multinomial
522_pm10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125131053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835451949336964;train;0.48943868;9;35;418;5;7;350;continuous
522_pm10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125131053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8509620797425;test;0.48943868;9;35;418;5;7;350;continuous
biomed;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952728029987505;train;0.299182651666667;6;32;284;6;8;147;binomial
biomed;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973290598290598;test;0.299182651666667;6;32;284;6;8;147;binomial
ann_thyroid;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125141037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996607432659999;train;3.76195006665;7;192;398;18;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125141037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995925414772283;test;3.76195006665;7;192;398;18;21;5040;multinomial
heart_statlog;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927938167765401;train;0.17020283;3;49;174;5;13;189;binomial
heart_statlog;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846437346437346;test;0.17020283;3;49;174;5;13;189;binomial
hepatitis;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915360501567398;train;0.675998045;3;160;326;17;19;109;binomial
hepatitis;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.838888888888889;test;0.675998045;3;160;326;17;19;109;binomial
645_fri_c3_500_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124213710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811272833355234;train;1.8719253;7;99;318;42;50;350;continuous
645_fri_c3_500_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124213710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836608097258557;test;1.8719253;7;99;318;42;50;350;continuous
hepatitis;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979978354978355;train;1.06780989;14;76;636;19;19;109;binomial
hepatitis;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.483116883116883;test;1.06780989;14;76;636;19;19;109;binomial
glass;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955845847773072;train;0.084349015;3;9;62;9;9;144;multinomial
glass;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877600315488514;test;0.084349015;3;9;62;9;9;144;multinomial
pima;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124192742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845362887708766;train;0.80579712;13;32;578;8;8;538;binomial
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663_rabe_266;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.147485990193524;train;0.0627954466666667;3;10;80;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.122736570735875;test;0.0627954466666667;3;10;80;2;2;84;continuous
mnist;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.537930717370821;train;1.273582205;0;5;10;10;653;49000;multinomial
mnist;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.536173034960275;test;1.273582205;0;5;10;10;653;49000;multinomial
654_fri_c0_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.535842457782275;train;0.909322728333333;8;20;330;10;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.55542042128888;test;0.909322728333333;8;20;330;10;10;350;continuous
hepatitis;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784090909090909;train;1.33142881998333;8;244;504;2;19;109;binomial
hepatitis;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.662337662337662;test;1.33142881998333;8;244;504;2;19;109;binomial
dermatology;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126090633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.374907848333333;5;25;202;21;25;257;multinomial
dermatology;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126090633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983804098150665;test;0.374907848333333;5;25;202;21;25;257;multinomial
backache;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;1.07373351;3;31;126;0;31;126;binomial
backache;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;1.07373351;3;31;126;0;31;126;binomial
nikuradse_2;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783001156819466;train;0.0486475083333333;3;2;16;0;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.901141095722281;test;0.0486475083333333;3;2;16;0;1;254;continuous
646_fri_c3_500_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810061990611577;train;0.906687508333333;3;160;326;5;10;350;continuous
646_fri_c3_500_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786324239811117;test;0.906687508333333;3;160;326;5;10;350;continuous
wine_quality_red;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798269749934694;train;0.302814525;8;11;186;9;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731941832358937;test;0.302814525;8;11;186;9;11;1120;multinomial
678_visualizing_environmental;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756459714878671;train;0.281102936666667;7;6;96;3;3;78;continuous
678_visualizing_environmental;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.665538960612518;test;0.281102936666667;7;6;96;3;3;78;continuous
hungarian;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94422268907563;train;0.963827718333333;5;200;410;11;12;206;binomial
hungarian;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126111930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901709401709402;test;0.963827718333333;5;200;410;11;12;206;binomial
mfeat_karhunen;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.732378408333333;3;57;138;52;64;1400;multinomial
mfeat_karhunen;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981493406254349;test;0.732378408333333;3;57;138;52;64;1400;multinomial
627_fri_c2_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818937837742678;train;0.960063234983333;3;160;326;5;10;350;continuous
627_fri_c2_500_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848706075556383;test;0.960063234983333;3;160;326;5;10;350;continuous
analcatdata_aids;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.631578947368421;train;0.26250472;10;12;230;1;3;35;binomial
analcatdata_aids;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777777777777778;test;0.26250472;10;12;230;1;3;35;binomial
597_fri_c2_500_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832048878538164;train;0.131921381666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813135774250849;test;0.131921381666667;3;25;156;5;5;350;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124211852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190250928973598;train;6.60901981998333;11;320;662;5;50;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124211852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302450400688517;test;6.60901981998333;11;320;662;5;50;700;continuous
ecoli;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975515394478451;train;0.168692561666667;12;5;126;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98406862745098;test;0.168692561666667;12;5;126;5;5;229;multinomial
626_fri_c2_500_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820582927438086;train;1.22644946331667;5;79;234;16;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855115582435253;test;1.22644946331667;5;79;234;16;50;350;continuous
cleve;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936130075458139;train;0.68070514;3;160;326;5;13;213;binomial
cleve;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857954545454545;test;0.68070514;3;160;326;5;13;213;binomial
584_fri_c4_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811151476365802;train;0.198011883333333;3;90;186;7;25;350;continuous
584_fri_c4_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808794480557477;test;0.198011883333333;3;90;186;7;25;350;continuous
529_pollen;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417275309480432;train;2.08607409333333;5;200;410;4;4;2694;continuous
529_pollen;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.493549543273788;test;2.08607409333333;5;200;410;4;4;2694;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.424470440566698;train;0.845057791666667;3;72;150;55;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44910976057696;test;0.845057791666667;3;72;150;55;71;742;continuous
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599_fri_c2_1000_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219197678660888;train;0.698671248333333;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343061536249093;test;0.698671248333333;3;160;326;5;5;700;continuous
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texture;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999582881381523;test;7.73962470833333;5;200;410;11;13;3850;multinomial
522_pm10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856794394093542;train;0.664821303333333;7;14;192;6;7;350;continuous
522_pm10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849795264739417;test;0.664821303333333;7;14;192;6;7;350;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.622219586393158;train;7.13978161166667;10;18;270;8;9;21773;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.620337696527345;test;7.13978161166667;10;18;270;8;9;21773;continuous
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hepatitis;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914502164502164;train;0.834969031666667;7;18;246;12;18;109;binomial
hepatitis;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.61038961038961;test;0.834969031666667;7;18;246;12;18;109;binomial
lupus;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868421052631579;train;1.47721708333333;9;280;578;1;2;61;binomial
lupus;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836309523809524;test;1.47721708333333;9;280;578;1;2;61;binomial
saheart;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818972908093279;train;0.770627105;14;36;608;8;9;324;binomial
saheart;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742397137745975;test;0.770627105;14;36;608;8;9;324;binomial
magic;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845075526818597;train;6.05204341;10;9;180;8;9;13314;binomial
magic;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82665999332666;test;6.05204341;10;9;180;8;9;13314;binomial
phoneme;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796234281419467;train;0.127371886666667;3;20;108;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791097574400939;test;0.127371886666667;3;20;108;5;5;3783;binomial
allrep;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126102629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976259868786439;train;2.640319325;7;192;398;11;24;2641;multinomial
allrep;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126102629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960940963219906;test;2.640319325;7;192;398;11;24;2641;multinomial
shuttle;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871031640343042;train;32.3840115883333;3;160;326;7;8;40600;multinomial
shuttle;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861629511263687;test;32.3840115883333;3;160;326;7;8;40600;multinomial
603_fri_c0_250_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454862841943388;train;1.65006168833333;7;240;494;27;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.54033830821258;test;1.65006168833333;7;240;494;27;50;175;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125151903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821464278275184;train;0.424068696666667;6;124;312;18;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125151903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.884686772542599;test;0.424068696666667;6;124;312;18;25;350;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827580639707828;train;0.77206994835;8;190;396;20;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851727291361281;test;0.77206994835;8;190;396;20;100;700;continuous
547_no2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.657005663151829;train;0.947664071683333;7;14;184;7;7;350;continuous
547_no2;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.645027418947589;test;0.947664071683333;7;14;184;7;7;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770752467843991;train;2.19636045666667;20;310;660;34;50;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852389459038702;test;2.19636045666667;20;310;660;34;50;350;continuous
591_fri_c1_100_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344625393386625;train;1.05374518666667;5;200;410;2;10;70;continuous
591_fri_c1_100_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.535961241233062;test;1.05374518666667;5;200;410;2;10;70;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509521847121129;train;0.497346226666667;7;10;152;5;5;175;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492885534322753;test;0.497346226666667;7;10;152;5;5;175;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844095705365704;train;1.00033809833333;3;72;150;43;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858241949314335;test;1.00033809833333;3;72;150;43;50;700;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819110436343374;train;0.105940235;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837169069140663;test;0.105940235;3;25;156;5;5;350;continuous
confidence;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9425;train;0.61694766;3;160;326;1;1;51;multinomial
confidence;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938333333333333;test;0.61694766;3;160;326;1;1;51;multinomial
letter;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959243640938625;train;2.61365717166667;5;16;168;9;16;14000;multinomial
letter;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958765369187276;test;2.61365717166667;5;16;168;9;16;14000;multinomial
allhyper;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996109345688048;train;5.88297781165;17;370;774;13;25;2640;multinomial
allhyper;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995701058201058;test;5.88297781165;17;370;774;13;25;2640;multinomial
cleveland;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.706182028578943;train;2.673991485;12;340;704;1;13;213;multinomial
cleveland;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.606968824825968;test;2.673991485;12;340;704;1;13;213;multinomial
626_fri_c2_500_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.736578336924561;train;0.364139333333333;5;130;270;49;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.963360839093841;test;0.364139333333333;5;130;270;49;50;350;continuous
hungarian;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942733546194253;train;1.09493581833333;5;200;410;12;12;206;binomial
hungarian;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8633608815427;test;1.09493581833333;5;200;410;12;12;206;binomial
ann_thyroid;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985885833571565;train;30.75473658;6;21;226;5;21;5040;multinomial
ann_thyroid;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984696850768279;test;30.75473658;6;21;226;5;21;5040;multinomial
633_fri_c0_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506101075017298;train;0.889936893333333;3;49;150;24;25;350;continuous
633_fri_c0_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522254058595001;test;0.889936893333333;3;49;150;24;25;350;continuous
waveform_21;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966428641025378;train;0.430174735;7;21;240;17;21;3500;multinomial
waveform_21;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964191984615214;test;0.430174735;7;21;240;17;21;3500;multinomial
584_fri_c4_500_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811193983326947;train;0.189064696666667;3;90;186;10;25;350;continuous
584_fri_c4_500_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826233322033864;test;0.189064696666667;3;90;186;10;25;350;continuous
527_analcatdata_election2000;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133990954392222;train;2.05975831666667;15;307;644;2;2;47;continuous
527_analcatdata_election2000;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.267994241220987;test;2.05975831666667;15;307;644;2;2;47;continuous
analcatdata_boxing2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125135542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760208926875594;train;0.623191791666667;3;160;326;3;3;93;binomial
analcatdata_boxing2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125135542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.572192513368984;test;0.623191791666667;3;160;326;3;3;93;binomial
695_chatfield_4;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.338964036197466;train;0.84250335;3;160;326;5;9;165;continuous
695_chatfield_4;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.421235178539654;test;0.84250335;3;160;326;5;9;165;continuous
breast_w;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124213243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993640934634723;train;0.681658319983333;3;160;326;8;8;490;binomial
breast_w;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124213243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994560838033844;test;0.681658319983333;3;160;326;8;8;490;binomial
heart_statlog;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971938775510204;train;0.817597958333333;6;13;148;10;13;189;binomial
heart_statlog;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832313341493268;test;0.817597958333333;6;13;148;10;13;189;binomial
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583_fri_c1_1000_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846426274917032;train;1.09552740333333;3;160;326;46;50;700;continuous
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228_elusage;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125153038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490576822155287;train;0.0568897283333333;3;2;16;1;1;39;continuous
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573_cpu_act;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.277369154834671;test;2.84380404501667;14;252;532;4;17;5735;continuous
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648_fri_c1_250_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.715173388077237;train;2.11871024333333;6;99;276;34;50;175;continuous
648_fri_c1_250_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858055925693722;test;2.11871024333333;6;99;276;34;50;175;continuous
dermatology;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.74250737833333;6;220;452;21;25;257;multinomial
dermatology;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998734688383363;test;1.74250737833333;6;220;452;21;25;257;multinomial
texture;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999910014088026;train;8.28178460833333;6;188;388;11;12;3850;multinomial
texture;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999876497192728;test;8.28178460833333;6;188;388;11;12;3850;multinomial
flags;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917687757201646;train;1.691618285;8;260;536;12;39;125;multinomial
flags;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.725202821869489;test;1.691618285;8;260;536;12;39;125;multinomial
628_fri_c3_1000_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83955336409441;train;0.123188516666667;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853745780424141;test;0.123188516666667;3;25;156;5;5;700;continuous
titanic;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.809526905594609;train;3.96802764166667;20;458;958;3;7;1545;binomial
titanic;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.774543378995434;test;3.96802764166667;20;458;958;3;7;1545;binomial
australian;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959211033612562;train;0.726986585;3;160;326;10;13;483;binomial
australian;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912245469830002;test;0.726986585;3;160;326;10;13;483;binomial
mfeat_morphological;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952993801134615;train;1.84418188333333;5;200;410;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944255180321093;test;1.84418188333333;5;200;410;3;3;1400;multinomial
schizo;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690711077999214;train;2.13930467166667;7;13;158;2;13;238;multinomial
schizo;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.604754640223748;test;2.13930467166667;7;13;158;2;13;238;multinomial
analcatdata_germangss;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125161816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788694181188005;train;1.178346695;5;200;410;2;5;280;multinomial
analcatdata_germangss;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125161816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.740549242424243;test;1.178346695;5;200;410;2;5;280;multinomial
560_bodyfat;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0374312707927375;train;1.94351913;7;26;318;1;13;177;continuous
560_bodyfat;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0360108795016125;test;1.94351913;7;26;318;1;13;177;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125200914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.405497130597696;train;0.0310480266666667;3;5;40;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125200914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526425668318879;test;0.0310480266666667;3;5;40;1;1;33;continuous
clean1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.489588796666667;3;34;74;2;94;334;binomial
clean1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.489588796666667;3;34;74;2;94;334;binomial
654_fri_c0_500_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257596150888635;train;0.721230666666667;3;160;326;10;10;350;continuous
654_fri_c0_500_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528399576868917;test;0.721230666666667;3;160;326;10;10;350;continuous
vehicle;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951206877265415;train;2.24496681333333;3;13;82;13;13;593;multinomial
vehicle;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940183995898282;test;2.24496681333333;3;13;82;13;13;593;multinomial
breast_w;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987300354924579;train;0.97256123;3;160;326;7;8;490;binomial
breast_w;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994258662369057;test;0.97256123;3;160;326;7;8;490;binomial
twonorm;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997010484548083;train;1.208634105;3;160;326;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998291734968851;test;1.208634105;3;160;326;20;20;5180;binomial
australian;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.922150227564882;train;0.77134827;3;14;88;5;14;483;binomial
australian;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933927560837578;test;0.77134827;3;14;88;5;14;483;binomial
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178413533860596;train;7.67541496833333;17;419;872;9;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287165792492137;test;7.67541496833333;17;419;872;9;50;700;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.896003140897503;train;30.636676655;0;100;200;5;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.901418400919634;test;30.636676655;0;100;200;5;9;81648;continuous
645_fri_c3_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790691595651692;train;2.470490115;20;339;718;30;50;350;continuous
645_fri_c3_500_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847759017004515;test;2.470490115;20;339;718;30;50;350;continuous
irish;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85982416279759;train;0.859506298333333;14;4;118;4;4;350;binomial
irish;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857234081372013;test;0.859506298333333;14;4;118;4;4;350;binomial
663_rabe_266;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336323672125172;train;0.07033527;3;4;32;1;2;84;continuous
663_rabe_266;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.276152280970699;test;0.07033527;3;4;32;1;2;84;continuous
prnn_crabs;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.91353091666667;10;300;620;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991428571428571;test;1.91353091666667;10;300;620;4;4;140;binomial
225_puma8NH;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483946782218137;train;5.60174330166667;3;160;326;8;8;5735;continuous
225_puma8NH;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548162939386526;test;5.60174330166667;3;160;326;8;8;5735;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800109752344931;train;1.45265153666667;5;200;410;6;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.925387764947737;test;1.45265153666667;5;200;410;6;10;350;continuous
australian;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952738990332975;train;0.847829395;3;160;326;10;13;483;binomial
australian;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920702754036087;test;0.847829395;3;160;326;10;13;483;binomial
wine_recognition;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982473313074646;train;0.66629697;3;160;326;3;13;125;multinomial
wine_recognition;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970424290117385;test;0.66629697;3;160;326;3;13;125;multinomial
credit_g;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813106448750608;train;6.156856005;13;20;494;13;20;700;binomial
credit_g;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.778912886569319;test;6.156856005;13;20;494;13;20;700;binomial
210_cloud;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.270693355379723;train;0.402717825;5;10;112;3;5;76;continuous
210_cloud;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.283909619639537;test;0.402717825;5;10;112;3;5;76;continuous
1089_USCrime;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124213301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369759727504175;train;0.12716939;5;6;72;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124213301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522583557018057;test;0.12716939;5;6;72;3;3;33;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713751904797825;train;1.67170616665;11;18;412;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.714853203038301;test;1.67170616665;11;18;412;7;9;12248;continuous
australian;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944893273982685;train;1.26747583666667;5;200;410;13;14;483;binomial
australian;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91397347281898;test;1.26747583666667;5;200;410;13;14;483;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98235294117647;train;0.528498395;3;160;326;2;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75;test;0.528498395;3;160;326;2;3;37;binomial
cleveland;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.752281066313324;train;2.28588474833333;12;340;704;5;13;213;multinomial
cleveland;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.621539476639713;test;2.28588474833333;12;340;704;5;13;213;multinomial
buggyCrx;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872562217389804;train;0.88319627;5;200;410;3;13;483;binomial
buggyCrx;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872275795564127;test;0.88319627;5;200;410;3;13;483;binomial
analcatdata_creditscore;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990384615384615;train;0.0588451316666667;3;24;70;1;6;70;binomial
analcatdata_creditscore;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0588451316666667;3;24;70;1;6;70;binomial
iris;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996484375;train;0.0967271633333333;3;3;24;2;3;105;multinomial
iris;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984259259259259;test;0.0967271633333333;3;3;24;2;3;105;multinomial
mnist;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126100431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992811440042168;train;57.58764927665;0;100;200;520;523;49000;multinomial
mnist;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126100431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991621875145104;test;57.58764927665;0;100;200;520;523;49000;multinomial
mfeat_zernike;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990736350540343;train;0.459397555;3;33;138;28;33;1400;multinomial
mfeat_zernike;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946124399912368;test;0.459397555;3;33;138;28;33;1400;multinomial
breast_w;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987614611061816;train;0.943856263333333;3;160;326;7;8;490;binomial
breast_w;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99375503626108;test;0.943856263333333;3;160;326;7;8;490;binomial
1089_USCrime;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.450411402418488;train;0.477586041666667;3;160;326;1;3;33;continuous
1089_USCrime;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331509387124932;test;0.477586041666667;3;160;326;1;3;33;continuous
allhyper;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988156475889758;train;1.94838302833333;3;160;326;24;24;2640;multinomial
allhyper;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909470501922688;test;1.94838302833333;3;160;326;24;24;2640;multinomial
657_fri_c2_250_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756421200238452;train;0.358323138333333;7;50;334;10;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.911521446706572;test;0.358323138333333;7;50;334;10;10;175;continuous
615_fri_c4_250_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81722908349951;train;0.355292496666667;8;50;376;4;10;175;continuous
615_fri_c4_250_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.745339166437974;test;0.355292496666667;8;50;376;4;10;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.798053022819311;train;0.329916976666667;3;10;72;5;5;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857268760284772;test;0.329916976666667;3;10;72;5;5;175;continuous
analcatdata_japansolvent;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864705882352941;train;0.0741628966666667;3;4;30;1;4;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.767857142857143;test;0.0741628966666667;3;4;30;1;4;37;binomial
505_tecator;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0938732544188142;train;1.38483615666667;5;36;234;3;18;168;continuous
505_tecator;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124200841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.106000960154292;test;1.38483615666667;5;36;234;3;18;168;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184921584582701;train;2.41157840835;12;324;672;4;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331975432817921;test;2.41157840835;12;324;672;4;10;350;continuous
profb;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.623679192817987;train;0.410292478333333;3;9;62;1;9;471;binomial
profb;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73209219858156;test;0.410292478333333;3;9;62;1;9;471;binomial
analcatdata_cyyoung8092;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124213037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907291666666667;train;0.373721971666667;7;28;324;3;7;68;binomial
analcatdata_cyyoung8092;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124213037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94;test;0.373721971666667;7;28;324;3;7;68;binomial
656_fri_c1_100_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.761771324884799;train;1.38539886166667;5;200;410;5;5;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.989955119127901;test;1.38539886166667;5;200;410;5;5;70;continuous
glass;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911787433350994;train;1.61352087;9;260;538;7;9;144;multinomial
glass;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786435185185185;test;1.61352087;9;260;538;7;9;144;multinomial
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240786985205907;train;5.05733179;14;380;788;7;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402448306702265;test;5.05733179;14;380;788;7;50;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193029573620636;train;3.24630434166667;20;420;880;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293600678207391;test;3.24630434166667;20;420;880;5;25;700;continuous
breast_cancer;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126102255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930910165484634;train;2.15400124833333;13;360;746;9;9;201;binomial
breast_cancer;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126102255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.693333333333333;test;2.15400124833333;13;360;746;9;9;201;binomial
581_fri_c3_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124204041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779471030670574;train;2.33697661166667;8;50;360;7;25;350;continuous
581_fri_c3_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124204041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863172843259808;test;2.33697661166667;8;50;360;7;25;350;continuous
tae;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.685383594822666;train;0.979005291666667;5;200;410;5;5;106;multinomial
tae;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.673152578415736;test;0.979005291666667;5;200;410;5;5;106;multinomial
credit_a;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909946096331073;train;0.812074805;11;52;502;5;13;483;binomial
credit_a;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927508943701751;test;0.812074805;11;52;502;5;13;483;binomial
613_fri_c3_250_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799354853540162;train;0.51870935;12;10;252;5;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825494401687039;test;0.51870935;12;10;252;5;5;175;continuous
prnn_fglass;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961224926513815;train;1.28259617666667;7;218;450;8;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925909090909091;test;1.28259617666667;7;218;450;8;9;144;multinomial
643_fri_c2_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860625665295715;train;1.14586943833333;9;50;402;9;25;350;continuous
643_fri_c2_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883020279441305;test;1.14586943833333;9;50;402;9;25;350;continuous
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flags;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.608387345679012;test;0.93846358;12;39;516;4;39;125;multinomial
collins;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997685232197595;train;12.4983005433333;3;20;116;2;20;340;multinomial
collins;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994589475205417;test;12.4983005433333;3;20;116;2;20;340;multinomial
227_cpu_small;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.334605620242024;train;1.54627961;3;160;326;5;12;5735;continuous
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602_fri_c3_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.999950800341278;test;1.05662070166667;3;160;326;0;9;175;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.544150568133975;train;0.228075513333333;5;25;250;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.53535211271306;test;0.228075513333333;5;25;250;5;5;70;continuous
197_cpu_act;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159634769193078;train;3.38855326666667;5;200;410;18;18;5735;continuous
197_cpu_act;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177051692697928;test;3.38855326666667;5;200;410;18;18;5735;continuous
650_fri_c0_500_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29093235621463;train;2.60939591;11;320;662;17;50;350;continuous
650_fri_c0_500_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508083038980219;test;2.60939591;11;320;662;17;50;350;continuous
german;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125193537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815485264227642;train;3.44106944166667;11;20;326;19;20;700;binomial
german;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125193537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.769596571906355;test;3.44106944166667;11;20;326;19;20;700;binomial
allrep;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951954431911528;train;2.97703488333333;7;208;430;8;24;2641;multinomial
allrep;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932444096300067;test;2.97703488333333;7;208;430;8;24;2641;multinomial
678_visualizing_environmental;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71533926554573;train;0.526074123316667;3;160;326;3;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.781376665911009;test;0.526074123316667;3;160;326;3;3;78;continuous
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dis;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83042226487524;train;2.44469577;20;100;880;25;25;2641;binomial
dis;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.653844577424379;test;2.44469577;20;100;880;25;25;2641;binomial
mfeat_factors;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.06105962166667;3;66;138;135;135;1400;multinomial
mfeat_factors;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995528092216604;test;1.06105962166667;3;66;138;135;135;1400;multinomial
712_chscase_geyser1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526538127083341;train;0.961405105;7;203;420;2;2;156;continuous
712_chscase_geyser1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.407609021912482;test;0.961405105;7;203;420;2;2;156;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799840178044866;train;0.881988741666667;3;49;150;5;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865653010302976;test;0.881988741666667;3;49;150;5;25;350;continuous
622_fri_c2_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792160055795742;train;0.72364878;9;209;438;15;50;700;continuous
622_fri_c2_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85576916894962;test;0.72364878;9;209;438;15;50;700;continuous
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dermatology;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9798076625387;test;0.79760868;3;160;326;23;25;257;multinomial
tokyo1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971731827255465;train;3.91860033666667;10;21;380;15;21;672;binomial
tokyo1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966267403767404;test;3.91860033666667;10;21;380;15;21;672;binomial
flags;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857799602054261;train;0.88033295;3;160;326;13;39;125;multinomial
flags;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.677546296296296;test;0.88033295;3;160;326;13;39;125;multinomial
557_analcatdata_apnea1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.219855483620811;train;0.321491161683333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.40863344361485;test;0.321491161683333;3;6;48;3;3;333;continuous
537_houses;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.572418240294473;train;1.82602851166667;3;160;326;6;6;14448;continuous
537_houses;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.570839930414242;test;1.82602851166667;3;160;326;6;6;14448;continuous
519_vinnie;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126091107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489879146735755;train;0.105241008333333;6;10;140;1;2;266;continuous
519_vinnie;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126091107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433100664619835;test;0.105241008333333;6;10;140;1;2;266;continuous
712_chscase_geyser1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540438053659858;train;0.0501799416666667;3;10;74;2;2;156;continuous
712_chscase_geyser1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.415115018376086;test;0.0501799416666667;3;10;74;2;2;156;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804426821107676;train;0.130278485;3;30;166;2;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.704127069324781;test;0.130278485;3;30;166;2;6;103;continuous
mfeat_factors;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.81823402333333;5;99;222;130;134;1400;multinomial
mfeat_factors;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994069347965179;test;1.81823402333333;5;99;222;130;134;1400;multinomial
593_fri_c1_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80565399368263;train;1.79139076166667;6;220;452;9;10;700;continuous
593_fri_c1_1000_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125124951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858768213198458;test;1.79139076166667;6;220;452;9;10;700;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125113701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82997705905106;train;1.90821052833333;6;220;452;10;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125113701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788653588448193;test;1.90821052833333;6;220;452;10;10;175;continuous
allhyper;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953724968545681;train;31.8768832616667;9;25;360;23;25;2640;multinomial
allhyper;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977654176424668;test;31.8768832616667;9;25;360;23;25;2640;multinomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992052023121387;train;0.565666071666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985119047619048;test;0.565666071666667;3;160;326;2;4;185;binomial
649_fri_c0_500_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25709475828555;train;1.508573705;12;285;594;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383555758588661;test;1.508573705;12;285;594;5;5;350;continuous
230_machine_cpu;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.233484946289598;train;0.371622163333333;8;30;374;6;6;147;continuous
230_machine_cpu;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.30715862516018;test;0.371622163333333;8;30;374;6;6;147;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193253316393607;train;2.47061985666667;12;308;640;3;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333693596706656;test;2.47061985666667;12;308;640;3;10;350;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847066531390122;train;0.265647796666667;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.879114312962421;test;0.265647796666667;3;10;72;5;5;700;continuous
230_machine_cpu;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.17896722644554;train;0.346856865;7;30;334;6;6;147;continuous
230_machine_cpu;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.279343294547272;test;0.346856865;7;30;334;6;6;147;continuous
biomed;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94231570179092;train;0.59663528;3;160;326;5;8;147;binomial
biomed;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977564102564103;test;0.59663528;3;160;326;5;8;147;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.509704667125753;train;0.620232878333333;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.506970829758549;test;0.620232878333333;3;160;326;1;1;849;binomial
adult;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92655035857203;train;23.389233335;6;220;452;10;12;34190;binomial
adult;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9072282600886;test;23.389233335;6;220;452;10;12;34190;binomial
dermatology;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999848576152289;train;0.822082953333333;3;160;326;26;26;257;multinomial
dermatology;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997671957671958;test;0.822082953333333;3;160;326;26;26;257;multinomial
564_fried;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488303006701264;train;1.14421939833333;3;20;134;5;10;28538;continuous
564_fried;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49152081551191;test;1.14421939833333;3;20;134;5;10;28538;continuous
659_sleuth_ex1714;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354236282431373;train;1.23334218835;7;240;494;1;1;33;continuous
659_sleuth_ex1714;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.600347087384181;test;1.23334218835;7;240;494;1;1;33;continuous
210_cloud;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192877446521806;train;1.03001747;5;200;410;4;5;76;continuous
210_cloud;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321837903833401;test;1.03001747;5;200;410;4;5;76;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873151283768373;train;1.25408587;5;200;410;6;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780534150063145;test;1.25408587;5;200;410;6;10;175;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269350703541524;train;1.70292270166667;11;320;662;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.727882567282388;test;1.70292270166667;11;320;662;1;1;33;continuous
cars;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825671765162148;train;1.57566697831667;16;6;196;3;6;275;multinomial
cars;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850473850473851;test;1.57566697831667;16;6;196;3;6;275;multinomial
624_fri_c0_100_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125200435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341061858343559;train;0.537778453333333;3;160;326;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125200435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.509264629982659;test;0.537778453333333;3;160;326;5;5;70;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799664493205329;train;0.229425785;3;90;186;20;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858300326565699;test;0.229425785;3;90;186;20;50;350;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253564966942984;train;1.90303988333333;5;200;410;7;25;700;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328638768968229;test;1.90303988333333;5;200;410;7;25;700;continuous
nikuradse_1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.498069516912756;train;0.180790985;3;4;32;2;2;254;continuous
nikuradse_1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501467426137091;test;0.180790985;3;4;32;2;2;254;continuous
mfeat_fourier;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972115635568759;train;2.80294476;3;160;326;17;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964736042653138;test;2.80294476;3;160;326;17;76;1400;multinomial
collins;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125182356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999754841240349;train;3.429959035;8;260;536;1;20;340;multinomial
collins;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125182356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997948039614706;test;3.429959035;8;260;536;1;20;340;multinomial
522_pm10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850218111680533;train;0.664120176666667;3;160;326;7;7;350;continuous
522_pm10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825028541490487;test;0.664120176666667;3;160;326;7;7;350;continuous
561_cpu;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.122798611093257;train;0.426609176666667;8;35;376;6;7;147;continuous
561_cpu;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.18412798095374;test;0.426609176666667;8;35;376;6;7;147;continuous
603_fri_c0_250_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124184801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459534110684616;train;1.40704015333333;8;239;494;33;50;175;continuous
603_fri_c0_250_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124184801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.56176722383104;test;1.40704015333333;8;239;494;33;50;175;continuous
penguins;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.412723903333333;3;7;50;5;7;241;multinomial
penguins;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.412723903333333;3;7;50;5;7;241;multinomial
hypothyroid;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939486527665746;train;1.74058742833333;6;220;452;20;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884895095893937;test;1.74058742833333;6;220;452;20;20;2215;binomial
656_fri_c1_100_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76468981696149;train;0.353642353333333;9;25;418;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00220561644807;test;0.353642353333333;9;25;418;5;5;70;continuous
clean1;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.29268823;3;84;174;1;95;334;binomial
clean1;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.29268823;3;84;174;1;95;334;binomial
ann_thyroid;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999866253864461;train;5.062844655;3;160;326;18;20;5040;multinomial
ann_thyroid;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999718474222859;test;5.062844655;3;160;326;18;20;5040;multinomial
profb;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.64636132517677;train;1.128646875;9;9;168;3;9;471;binomial
profb;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.687943262411348;test;1.128646875;9;9;168;3;9;471;binomial
597_fri_c2_500_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826687018243266;train;1.58998158166667;6;220;452;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889325626842828;test;1.58998158166667;6;220;452;5;5;350;continuous
tae;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.873521248521248;train;2.04531923833333;17;376;786;1;5;106;multinomial
tae;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.617136437908497;test;2.04531923833333;17;376;786;1;5;106;multinomial
597_fri_c2_500_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828819879700559;train;0.286421485;8;25;366;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808820337301216;test;0.286421485;8;25;366;5;5;350;continuous
631_fri_c1_500_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837475846779367;train;0.11884145;3;25;156;5;5;350;continuous
631_fri_c1_500_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805899483517064;test;0.11884145;3;25;156;5;5;350;continuous
analcatdata_authorship;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.05912746833333;3;160;326;70;70;589;multinomial
analcatdata_authorship;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999937578027466;test;1.05912746833333;3;160;326;70;70;589;multinomial
pendigits;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997852316868391;train;13.2922017783333;6;220;452;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99814617763643;test;13.2922017783333;6;220;452;16;16;7695;multinomial
phoneme;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804763349207794;train;0.421874251666667;10;20;316;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.797845950607317;test;0.421874251666667;10;20;316;5;5;3783;binomial
coil2000;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.822230925517981;train;4.462175235;3;160;326;59;59;6876;binomial
coil2000;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740226097643668;test;4.462175235;3;160;326;59;59;6876;binomial
643_fri_c2_500_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.879380836343917;train;0.16802145;3;90;186;5;25;350;continuous
643_fri_c2_500_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917993497268447;test;0.16802145;3;90;186;5;25;350;continuous
hepatitis;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932900432900433;train;0.191662388333333;3;63;174;7;18;109;binomial
hepatitis;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.566233766233766;test;0.191662388333333;3;63;174;7;18;109;binomial
prnn_fglass;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950917874396135;train;1.49860630666667;6;220;452;9;9;144;multinomial
prnn_fglass;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737135416666667;test;1.49860630666667;6;220;452;9;9;144;multinomial
prnn_fglass;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.872227996093542;train;1.22186233333333;8;9;148;3;9;144;multinomial
prnn_fglass;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858015873015873;test;1.22186233333333;8;9;148;3;9;144;multinomial
195_auto_price;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.293887320971569;train;0.415486015;8;50;386;5;10;112;continuous
195_auto_price;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124173137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.327937487083658;test;0.415486015;8;50;386;5;10;112;continuous
prnn_fglass;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990726631393298;train;2.744769845;15;400;830;9;9;144;multinomial
prnn_fglass;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895113636363636;test;2.744769845;15;400;830;9;9;144;multinomial
706_sleuth_case1202;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.617269472337183;train;0.550448758333333;9;12;230;6;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.56058328732802;test;0.550448758333333;9;12;230;6;6;66;continuous
1089_USCrime;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.355928026508695;train;0.137410008333333;5;15;172;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.641069863375501;test;0.137410008333333;5;15;172;3;3;33;continuous
218_house_8L;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353651108145452;train;30.0387782033333;14;380;788;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371902516504165;test;30.0387782033333;14;380;788;8;8;15949;continuous
mfeat_karhunen;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999950464352887;train;3.03105147;3;160;326;64;64;1400;multinomial
mfeat_karhunen;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995103251272291;test;3.03105147;3;160;326;64;64;1400;multinomial
labor;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998666666666667;train;0.590990928333333;9;56;418;4;15;40;binomial
labor;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933333333333333;test;0.590990928333333;9;56;418;4;15;40;binomial
1096_FacultySalaries;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319861327902141;train;0.0862426583333333;3;4;32;2;2;35;continuous
1096_FacultySalaries;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.702766999498093;test;0.0862426583333333;3;4;32;2;2;35;continuous
texture;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999989426502701;train;0.414217884983333;3;13;86;12;13;3850;multinomial
texture;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991379520109536;test;0.414217884983333;3;13;86;12;13;3850;multinomial
twonorm;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997657942066044;train;2.52163735;3;20;108;20;20;5180;binomial
twonorm;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998720425052713;test;2.52163735;3;20;108;20;20;5180;binomial
604_fri_c4_500_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848856874492782;train;0.35308827;7;50;334;6;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853009052610927;test;0.35308827;7;50;334;6;10;350;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841355762134121;train;0.22188139;6;25;282;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862057675438082;test;0.22188139;6;25;282;5;5;700;continuous
mfeat_zernike;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987982052563678;train;2.10413147;3;160;326;28;33;1400;multinomial
mfeat_zernike;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972933395539057;test;2.10413147;3;160;326;28;33;1400;multinomial
confidence;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950277777777778;train;0.744181363333333;3;160;326;1;1;51;multinomial
confidence;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905555555555556;test;0.744181363333333;3;160;326;1;1;51;multinomial
604_fri_c4_500_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.295815263083941;train;0.640881928333333;3;160;326;5;10;350;continuous
604_fri_c4_500_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.4299062863646;test;0.640881928333333;3;160;326;5;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859777696133824;train;0.486723591666667;3;20;134;10;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851309509094203;test;0.486723591666667;3;20;134;10;10;350;continuous
analcatdata_bankruptcy;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973684210526316;train;0.447588963333333;10;24;432;3;6;35;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87037037037037;test;0.447588963333333;10;24;432;3;6;35;binomial
optdigits;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999825279329822;train;3.30189352166667;3;160;326;61;61;3934;multinomial
optdigits;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999092236358686;test;3.30189352166667;3;160;326;61;61;3934;multinomial
cloud;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985716223248193;train;1.50979592666667;7;240;494;5;6;76;multinomial
cloud;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.664858906525573;test;1.50979592666667;7;240;494;5;6;76;multinomial
heart_h;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949062233589088;train;0.171253731666667;3;46;166;10;12;206;binomial
heart_h;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.896315789473684;test;0.171253731666667;3;46;166;10;12;206;binomial
prnn_crabs;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995098039215686;train;0.0863025783333333;3;12;96;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0863025783333333;3;12;96;2;3;140;binomial
601_fri_c1_250_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.798523335729544;train;0.204619058333333;3;10;72;5;5;175;continuous
601_fri_c1_250_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793411655592565;test;0.204619058333333;3;10;72;5;5;175;continuous
clean2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969044470539282;train;2.67723051833333;3;160;326;106;106;4619;binomial
clean2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956988386227742;test;2.67723051833333;3;160;326;106;106;4619;binomial
228_elusage;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.401623115457465;train;0.0733719783333333;5;5;60;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.39687005432558;test;0.0733719783333333;5;5;60;1;1;39;continuous
confidence;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939642857142857;train;1.25934430833333;5;200;410;1;1;51;multinomial
confidence;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968333333333333;test;1.25934430833333;5;200;410;1;1;51;multinomial
537_houses;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619353564593821;train;3.42775203666667;15;256;542;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.605952589933641;test;3.42775203666667;15;256;542;5;5;14448;continuous
650_fri_c0_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477062278325284;train;0.919807288333333;3;72;150;5;50;350;continuous
650_fri_c0_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.459168655975403;test;0.919807288333333;3;72;150;5;50;350;continuous
695_chatfield_4;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.275658873466669;train;0.550699531666667;3;160;326;5;8;165;continuous
695_chatfield_4;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376481084234655;test;0.550699531666667;3;160;326;5;8;165;continuous
appendicitis;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848333333333333;train;0.609955786666667;18;16;556;1;4;75;binomial
appendicitis;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873333333333333;test;0.609955786666667;18;16;556;1;4;75;binomial
breast_cancer_wisconsin;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996262920752717;train;1.11232532833333;3;23;126;20;23;399;binomial
breast_cancer_wisconsin;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;1.11232532833333;3;23;126;20;23;399;binomial
analcatdata_boxing1;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638521634615385;train;0.81693339;6;188;388;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.588461538461539;test;0.81693339;6;188;388;1;3;84;binomial
593_fri_c1_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853137112270295;train;0.957626831666667;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843791108039332;test;0.957626831666667;3;160;326;5;10;700;continuous
titanic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864451976178422;train;1.76130948833333;5;200;410;7;7;1545;binomial
titanic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.793767996709173;test;1.76130948833333;5;200;410;7;7;1545;binomial
562_cpu_small;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173666880973941;train;18.25315137;13;280;586;10;12;5735;continuous
562_cpu_small;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195063381053517;test;18.25315137;13;280;586;10;12;5735;continuous
saheart;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837062757201646;train;0.796008796666667;3;160;326;9;9;324;binomial
saheart;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.710644007155635;test;0.796008796666667;3;160;326;9;9;324;binomial
579_fri_c0_250_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124201822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315203428900079;train;1.09733404;6;220;452;5;5;175;continuous
579_fri_c0_250_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124201822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460593396675266;test;1.09733404;6;220;452;5;5;175;continuous
penguins;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124154152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.5528385;3;7;50;7;7;241;multinomial
penguins;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124154152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.5528385;3;7;50;7;7;241;multinomial
706_sleuth_case1202;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.563983805474524;train;0.289632115;3;12;92;6;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.565906088780458;test;0.289632115;3;12;92;6;6;66;continuous
635_fri_c0_250_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484587550479031;train;1.52394985833333;6;220;452;9;10;175;continuous
635_fri_c0_250_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124204340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.599988081402267;test;1.52394985833333;6;220;452;9;10;175;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.550140322470441;train;1.305040045;7;20;288;5;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526475680729755;test;1.305040045;7;20;288;5;10;350;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481406243766096;train;0.283975528333333;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483845488427847;test;0.283975528333333;3;10;72;5;5;700;continuous
195_auto_price;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.384240485893522;train;1.10435098166667;7;208;430;2;11;112;continuous
195_auto_price;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.432305599292897;test;1.10435098166667;7;208;430;2;11;112;continuous
twonorm;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997834824090638;train;1.40733475668333;3;160;326;20;20;5180;binomial
twonorm;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998070696748755;test;1.40733475668333;3;160;326;20;20;5180;binomial
225_puma8NH;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124182810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732895978809885;train;1.63097274333333;5;200;410;4;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124182810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.765983849350931;test;1.63097274333333;5;200;410;4;8;5735;continuous
542_pollution;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487763237565091;train;1.283404615;13;24;518;9;12;42;continuous
542_pollution;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.901663392740636;test;1.283404615;13;24;518;9;12;42;continuous
657_fri_c2_250_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839923730506688;train;0.44989214335;8;50;376;7;10;175;continuous
657_fri_c2_250_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834573712711841;test;0.44989214335;8;50;376;7;10;175;continuous
heart_h;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954497016197783;train;1.56891263;8;12;196;10;12;206;binomial
heart_h;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882631578947368;test;1.56891263;8;12;196;10;12;206;binomial
irish;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124181819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837816455696203;train;0.708963145;3;160;326;2;4;350;binomial
irish;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124181819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908339389534884;test;0.708963145;3;160;326;2;4;350;binomial
615_fri_c4_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805121774556638;train;0.824711076666667;3;160;326;6;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826416080952937;test;0.824711076666667;3;160;326;6;9;175;continuous
1191_BNG_pbc;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802257758505883;train;35.8379078716667;3;36;146;15;18;700000;continuous
1191_BNG_pbc;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804052612415065;test;35.8379078716667;3;36;146;15;18;700000;continuous
vehicle;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124204939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935886917201572;train;1.95004955333333;7;224;462;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124204939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939311846888353;test;1.95004955333333;7;224;462;13;13;593;multinomial
hungarian;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890565454732722;train;0.764190656666667;3;160;326;2;12;206;binomial
hungarian;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.856749311294766;test;0.764190656666667;3;160;326;2;12;206;binomial
glass;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997484810226466;train;0.682692585;3;160;326;8;9;144;multinomial
glass;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894398148148148;test;0.682692585;3;160;326;8;9;144;multinomial
344_mv;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125181328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134601644010107;train;7.02486578;5;200;410;5;10;28538;continuous
344_mv;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125181328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133593216491927;test;7.02486578;5;200;410;5;10;28538;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82090853566402;train;0.21096327;3;90;186;10;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836984261794888;test;0.21096327;3;90;186;10;50;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797501920542508;train;0.370183371666667;8;50;376;6;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.926806679966605;test;0.370183371666667;8;50;376;6;10;350;continuous
analcatdata_germangss;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816424382755155;train;0.110075428333333;7;5;76;5;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734917153996101;test;0.110075428333333;7;5;76;5;5;280;multinomial
597_fri_c2_500_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815840699469098;train;0.104874045;3;25;156;5;5;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885445822614261;test;0.104874045;3;25;156;5;5;350;continuous
new_thyroid;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0368504083333333;3;5;36;4;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994729907773386;test;0.0368504083333333;3;5;36;4;5;151;multinomial
colic;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126102408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940865234982882;train;2.07147639833333;11;320;662;14;22;258;binomial
colic;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126102408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93425888117599;test;2.07147639833333;11;320;662;14;22;258;binomial
228_elusage;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359480835042682;train;2.649618955;19;480;998;1;1;39;continuous
228_elusage;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49849496535736;test;2.649618955;19;480;998;1;1;39;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190676122958332;train;0.921832805;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312910418231674;test;0.921832805;3;160;326;5;5;700;continuous
591_fri_c1_100_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.684898404322848;train;1.015044175;11;20;454;10;10;70;continuous
591_fri_c1_100_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.10441449350002;test;1.015044175;11;20;454;10;10;70;continuous
breast_cancer;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749940898345154;train;0.765791815;11;36;494;3;9;201;binomial
breast_cancer;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616;test;0.765791815;11;36;494;3;9;201;binomial
flags;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889544821731749;train;8.76930865166667;9;36;390;24;36;125;multinomial
flags;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.680375;test;8.76930865166667;9;36;390;24;36;125;multinomial
590_fri_c0_1000_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481174953487693;train;1.21083671166667;5;200;410;30;50;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49366350870278;test;1.21083671166667;5;200;410;30;50;700;continuous
663_rabe_266;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125203312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133051476554083;train;0.893376791666667;3;160;326;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125203312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144453203869333;test;0.893376791666667;3;160;326;2;2;84;continuous
wine_recognition;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0901083583333333;3;13;84;6;13;125;multinomial
wine_recognition;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0901083583333333;3;13;84;6;13;125;multinomial
584_fri_c4_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820520233549808;train;0.201344831666667;3;90;186;5;25;350;continuous
584_fri_c4_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796773530186021;test;0.201344831666667;3;90;186;5;25;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81019299531675;train;0.60829936;3;71;150;8;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834822083509932;test;0.60829936;3;71;150;8;50;350;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.24078841354668;train;0.635658668333333;3;160;326;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.233937729598256;test;0.635658668333333;3;160;326;4;4;227;continuous
588_fri_c4_1000_100;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853956737005362;train;1.10159884333333;11;250;522;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125120916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813597345386546;test;1.10159884333333;11;250;522;5;100;700;continuous
optdigits;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999791934084026;train;4.20180587333333;3;160;326;59;59;3934;multinomial
optdigits;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999410528017932;test;4.20180587333333;3;160;326;59;59;3934;multinomial
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50609472845688;train;2.329134125;10;236;492;62;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491393951947617;test;2.329134125;10;236;492;62;72;742;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833257335910705;train;2.54371593998333;9;100;402;6;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126110051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795938685934258;test;2.54371593998333;9;100;402;6;50;350;continuous
waveform_40;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125100555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990258912071151;train;4.886289375;8;260;536;35;40;3500;multinomial
waveform_40;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125100555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971205263391572;test;4.886289375;8;260;536;35;40;3500;multinomial
diabetes;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829150709619284;train;0.795683365;15;32;650;8;8;538;binomial
diabetes;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858838709677419;test;0.795683365;15;32;650;8;8;538;binomial
penguins;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993043254671162;train;0.09900142;6;7;88;2;7;241;multinomial
penguins;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997022536014834;test;0.09900142;6;7;88;2;7;241;multinomial
breast_w;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997156965434685;train;0.777530861666667;3;160;326;7;8;490;binomial
breast_w;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991538764266037;test;0.777530861666667;3;160;326;7;8;490;binomial
505_tecator;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0469429934195846;train;0.17888153;3;79;186;15;16;168;continuous
505_tecator;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0481869907925491;test;0.17888153;3;79;186;15;16;168;continuous
562_cpu_small;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297007107535239;train;2.67426306666667;7;240;494;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.316759850502918;test;2.67426306666667;7;240;494;3;12;5735;continuous
593_fri_c1_1000_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833075709288985;train;0.661273316666667;3;20;134;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814077453692018;test;0.661273316666667;3;20;134;5;10;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38554122526683;train;2.32441946;5;200;410;9;50;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446948521179096;test;2.32441946;5;200;410;9;50;700;continuous
glass2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718864468864469;train;1.00638901998333;6;220;452;8;9;115;binomial
glass2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642361111111111;test;1.00638901998333;6;220;452;8;9;115;binomial
666_rmftsa_ladata;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.521603641346887;train;1.730258235;6;220;452;10;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619744103085503;test;1.730258235;6;220;452;10;10;356;continuous
glass2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718711843711844;train;1.63916117833333;8;260;536;5;8;115;binomial
glass2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.734375;test;1.63916117833333;8;260;536;5;8;115;binomial
195_auto_price;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125185100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.364656821242767;train;0.575431813333333;6;20;254;10;10;112;continuous
195_auto_price;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125185100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44072466963316;test;0.575431813333333;6;20;254;10;10;112;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164216947847479;train;2.798559395;12;324;672;5;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288506393736683;test;2.798559395;12;324;672;5;10;700;continuous
mfeat_fourier;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98967324782759;train;41.239966955;2;46;96;71;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972365083644012;test;41.239966955;2;46;96;71;76;1400;multinomial
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217119302984136;train;3.20859921833333;15;304;638;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278369510074454;test;3.20859921833333;15;304;638;5;10;700;continuous
spectf;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930088932806324;train;0.789828873333333;10;157;468;21;44;245;binomial
spectf;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900887573964497;test;0.789828873333333;10;157;468;21;44;245;binomial
1196_BNG_pharynx;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660605806506161;train;30.79933793;0;100;200;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.662422381587584;test;30.79933793;0;100;200;10;10;700000;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24380390869978;train;2.30019738833333;17;408;850;3;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.486998328583096;test;2.30019738833333;17;408;850;3;9;175;continuous
sonar;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91015037593985;train;4.53412706833333;11;59;474;24;59;146;binomial
sonar;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856084656084656;test;4.53412706833333;11;59;474;24;59;146;binomial
ring;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.776784269872333;train;1.960270895;3;20;102;20;20;5180;binomial
ring;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125131232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763944293437459;test;1.960270895;3;20;102;20;20;5180;binomial
582_fri_c1_500_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.172718425991432;train;2.64728884833333;10;300;620;5;25;350;continuous
582_fri_c1_500_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395362417484836;test;2.64728884833333;10;300;620;5;25;350;continuous
contraceptive;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741018406077955;train;0.22913689;8;9;150;7;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698111471285178;test;0.22913689;8;9;150;7;9;1032;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732805624744031;train;0.620019146666667;3;160;326;2;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.721013529481271;test;0.620019146666667;3;160;326;2;5;280;multinomial
tae;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.713738603230435;train;1.21557832833333;5;200;410;5;5;106;multinomial
tae;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.664221158958001;test;1.21557832833333;5;200;410;5;5;106;multinomial
620_fri_c1_1000_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853931464504115;train;1.28301906;5;200;410;18;25;700;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794677454896341;test;1.28301906;5;200;410;18;25;700;continuous
646_fri_c3_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.765823746277473;train;1.67949022166667;6;220;452;6;10;350;continuous
646_fri_c3_500_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893669658919901;test;1.67949022166667;6;220;452;6;10;350;continuous
collins;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.08880712333333;10;20;388;7;20;340;multinomial
collins;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905041208791209;test;1.08880712333333;10;20;388;7;20;340;multinomial
597_fri_c2_500_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82824317854845;train;0.719151584983333;7;10;152;5;5;350;continuous
597_fri_c2_500_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814326159717798;test;0.719151584983333;7;10;152;5;5;350;continuous
agaricus_lepiota;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.47693464833333;3;20;68;20;20;5702;binomial
agaricus_lepiota;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124175408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.47693464833333;3;20;68;20;20;5702;binomial
satimage;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977418274594334;train;8.63008911501667;8;228;472;24;25;4505;multinomial
satimage;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976934243359841;test;8.63008911501667;8;228;472;24;25;4505;multinomial
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124213132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832748881802248;train;0.718627468333333;7;20;290;6;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124213132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817986339985501;test;0.718627468333333;7;20;290;6;10;700;continuous
1196_BNG_pharynx;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658572033373638;train;306.27605673;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659391502927937;test;306.27605673;0;100;200;5;10;700000;continuous
nikuradse_2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.112744770508349;train;0.59351835;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.154649909037471;test;0.59351835;3;160;326;1;1;254;continuous
analcatdata_creditscore;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.359421936666667;7;6;92;5;6;70;binomial
analcatdata_creditscore;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.359421936666667;7;6;92;5;6;70;binomial
657_fri_c2_250_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369277820434994;train;1.69568295666667;7;240;494;3;10;175;continuous
657_fri_c2_250_10;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433003031920203;test;1.69568295666667;7;240;494;3;10;175;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125142732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240221793257569;train;0.914523526666667;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125142732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328312494396394;test;0.914523526666667;3;160;326;5;5;700;continuous
clean2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.525727986457067;train;31.2447707066833;8;100;346;69;105;4619;binomial
clean2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527697369975661;test;31.2447707066833;8;100;346;69;105;4619;binomial
hypothyroid;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.575400344038731;train;10.975354905;20;20;742;10;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545316271118262;test;10.975354905;20;20;742;10;20;2215;binomial
603_fri_c0_250_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.564171906118457;train;0.93787992;20;229;548;23;50;175;continuous
603_fri_c0_250_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457258352061442;test;0.93787992;20;229;548;23;50;175;continuous
604_fri_c4_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125192922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197286547483123;train;2.785716085;15;400;830;5;10;350;continuous
604_fri_c4_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125192922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308426451202301;test;2.785716085;15;400;830;5;10;350;continuous
ecoli;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977062425767927;train;0.0841400800166667;6;5;66;4;5;229;multinomial
ecoli;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981430205949657;test;0.0841400800166667;6;5;66;4;5;229;multinomial
607_fri_c4_1000_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175215482777002;train;9.65020304;11;320;662;8;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281156765365739;test;9.65020304;11;320;662;8;50;700;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22602885905941;train;1.40668625666667;3;160;326;10;50;700;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340745597762812;test;1.40668625666667;3;160;326;10;50;700;continuous
wine_recognition;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999104905119943;train;0.644107355;3;160;326;10;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.644107355;3;160;326;10;13;125;multinomial
595_fri_c0_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48026285636893;train;0.303599058333333;7;50;334;8;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505154293279895;test;0.303599058333333;7;50;334;8;10;700;continuous
movement_libras;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999929453262787;train;4.42602499333333;11;320;662;20;22;252;multinomial
movement_libras;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977424630987556;test;4.42602499333333;11;320;662;20;22;252;multinomial
spambase;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989002409280575;train;4.53651116;6;220;452;40;54;3221;binomial
spambase;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977876310512243;test;4.53651116;6;220;452;40;54;3221;binomial
analcatdata_germangss;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702849466662873;train;0.0383582633333333;3;5;36;1;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71681837747506;test;0.0383582633333333;3;5;36;1;5;280;multinomial
616_fri_c4_500_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125090653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824749310138858;train;1.77230137166667;7;240;494;31;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125090653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853655478307955;test;1.77230137166667;7;240;494;31;50;350;continuous
564_fried;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479115113067069;train;5.50463307666667;6;204;420;5;10;28538;continuous
564_fried;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486928207803379;test;5.50463307666667;6;204;420;5;10;28538;continuous
segmentation;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997917751953804;train;0.1934031;3;14;92;11;14;1617;multinomial
segmentation;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997404180488977;test;0.1934031;3;14;92;11;14;1617;multinomial
credit_g;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810430202936715;train;4.78535602;13;20;496;9;20;700;binomial
credit_g;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766476042418522;test;4.78535602;13;20;496;9;20;700;binomial
satimage;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981555288784608;train;1.67496503833333;11;27;406;24;27;4505;multinomial
satimage;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976363882096279;test;1.67496503833333;11;27;406;24;27;4505;multinomial
dermatology;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.88919369665;3;160;326;21;25;257;multinomial
dermatology;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998976982097187;test;0.88919369665;3;160;326;21;25;257;multinomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.511012506386476;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.505208971687707;test;;-Inf;-Inf;;1;1;849;binomial
634_fri_c2_100_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.275012854625622;train;1.79432121666667;9;280;578;3;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459285550747426;test;1.79432121666667;9;280;578;3;10;70;continuous
calendarDOW;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930038086787083;train;1.46482745666667;5;200;410;11;15;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794487124944022;test;1.46482745666667;5;200;410;11;15;280;multinomial
appendicitis;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943333333333333;train;0.572601596666667;3;160;326;4;4;75;binomial
appendicitis;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906666666666667;test;0.572601596666667;3;160;326;4;4;75;binomial
mnist;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990362476050918;train;135.090544311667;0;100;200;652;654;49000;multinomial
mnist;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98982572410955;test;135.090544311667;0;100;200;652;654;49000;multinomial
waveform_40;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993806447053679;train;9.31032008666667;10;268;556;30;40;3500;multinomial
waveform_40;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972892515488134;test;9.31032008666667;10;268;556;30;40;3500;multinomial
654_fri_c0_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.530219358355029;train;0.413881143333333;9;50;418;10;10;350;continuous
654_fri_c0_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.532554983495011;test;0.413881143333333;9;50;418;10;10;350;continuous
dis;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969094584660622;train;5.48941744;20;486;1012;2;25;2641;binomial
dis;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924734620795498;test;5.48941744;20;486;1012;2;25;2641;binomial
612_fri_c1_1000_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125154253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170796755883672;train;2.20418566;10;268;556;4;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125154253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314359397743508;test;2.20418566;10;268;556;4;5;700;continuous
294_satellite_image;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459313143943942;train;0.20218022;3;85;176;27;27;4505;continuous
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mfeat_morphological;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917886735356602;train;0.75813911;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912475308846468;test;0.75813911;3;2;16;2;2;1400;multinomial
344_mv;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450197007626383;train;2.97834568333333;7;18;266;9;9;28538;continuous
344_mv;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458485330712304;test;2.97834568333333;7;18;266;9;9;28538;continuous
lupus;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84945054945055;train;0.689176568333333;3;160;326;2;2;61;binomial
lupus;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875816993464052;test;0.689176568333333;3;160;326;2;2;61;binomial
vehicle;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942501788650023;train;1.344702445;3;13;78;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937148087898606;test;1.344702445;3;13;78;13;13;593;multinomial
glass2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.761599511599512;train;0.503283785;10;32;460;5;8;115;binomial
glass2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.661458333333333;test;0.503283785;10;32;460;5;8;115;binomial
602_fri_c3_250_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319559938779846;train;1.180650415;6;220;452;6;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.448933350926852;test;1.180650415;6;220;452;6;9;175;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513394061958536;train;0.6924829;3;50;150;11;25;350;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.539974403888463;test;0.6924829;3;50;150;11;25;350;continuous
spectf;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837345194488052;train;0.64991772;3;160;326;16;44;245;binomial
spectf;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868489583333333;test;0.64991772;3;160;326;16;44;245;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913333333333333;train;0.38434935;7;24;326;3;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91304347826087;test;0.38434935;7;24;326;3;6;65;binomial
vehicle;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926597250341966;train;1.30562594;6;204;420;12;13;593;multinomial
vehicle;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125193122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904467384467385;test;1.30562594;6;204;420;12;13;593;multinomial
profb;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819500966004851;train;0.884136025;3;160;326;9;9;471;binomial
profb;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.622860238353196;test;0.884136025;3;160;326;9;9;471;binomial
621_fri_c0_100_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506460833897316;train;1.15022982833333;5;200;410;10;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791622909227137;test;1.15022982833333;5;200;410;10;10;70;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430339485556654;train;0.62422215;3;160;326;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487706271895902;test;0.62422215;3;160;326;1;1;33;continuous
flags;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125101840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876194879137426;train;10.3415466516667;11;39;474;39;39;125;multinomial
flags;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125101840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.673240740740741;test;10.3415466516667;11;39;474;39;39;125;multinomial
breast_cancer_wisconsin;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99800796812749;train;0.291659753333333;5;80;250;9;22;399;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989681603773585;test;0.291659753333333;5;80;250;9;22;399;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125190833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.541150413002931;train;0.964659616666667;5;200;410;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125190833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.517058930852034;test;0.964659616666667;5;200;410;1;1;849;binomial
560_bodyfat;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0643602192649724;train;0.910512111666667;3;26;150;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.107331765623071;test;0.910512111666667;3;26;150;1;13;177;continuous
phoneme;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796230696311037;train;0.351817845;9;20;284;4;5;3783;binomial
phoneme;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787309147973784;test;0.351817845;9;20;284;4;5;3783;binomial
626_fri_c2_500_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813044686350543;train;0.8696698;3;72;150;23;50;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125094551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854276985973665;test;0.8696698;3;72;150;23;50;350;continuous
wine_quality_white;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126115409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636658414205012;train;14.7924500566667;6;11;136;1;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126115409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.606050530845922;test;14.7924500566667;6;11;136;1;11;3429;multinomial
analcatdata_happiness;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125183340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.757440476190476;train;0.566484363333333;3;160;326;1;3;42;multinomial
analcatdata_happiness;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125183340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638888888888889;test;0.566484363333333;3;160;326;1;3;42;multinomial
ionosphere;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964726385500174;train;3.05288604833333;7;32;282;32;32;246;binomial
ionosphere;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958151700087184;test;3.05288604833333;7;32;282;32;32;246;binomial
agaricus_lepiota;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999320486524256;train;3.638997;3;20;70;10;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998938249332882;test;3.638997;3;20;70;10;20;5702;binomial
prnn_fglass;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911069955302878;train;3.85194057666667;13;9;238;5;9;144;multinomial
prnn_fglass;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870619565217391;test;3.85194057666667;13;9;238;5;9;144;multinomial
582_fri_c1_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795081109584237;train;0.716217063333333;3;160;326;8;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857610988350021;test;0.716217063333333;3;160;326;8;25;350;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508444115664701;train;0.532536611666667;10;50;460;9;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51527842890914;test;0.532536611666667;10;50;460;9;10;175;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214514214768163;train;2.49729517833333;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262090320712151;test;2.49729517833333;3;160;326;5;100;700;continuous
cars;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861591188619697;train;3.13146854833333;16;7;228;3;7;275;multinomial
cars;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747209165687427;test;3.13146854833333;16;7;228;3;7;275;multinomial
503_wind;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466814595662063;train;0.956059001666667;6;69;302;13;14;4602;continuous
503_wind;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480196751271338;test;0.956059001666667;6;69;302;13;14;4602;continuous
yeast;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125154555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933503887406093;train;1.27884935333333;3;160;326;6;8;1036;multinomial
yeast;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125154555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879522674055016;test;1.27884935333333;3;160;326;6;8;1036;multinomial
irish;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875330425588158;train;0.457458814983333;6;4;54;4;4;350;binomial
irish;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85705266955267;test;0.457458814983333;6;4;54;4;4;350;binomial
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826096502807319;train;0.547761035;3;20;132;4;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825752711109219;test;0.547761035;3;20;132;4;10;700;continuous
561_cpu;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.115214113316516;train;0.451465668333333;9;35;418;7;7;147;continuous
561_cpu;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.19543845173676;test;0.451465668333333;9;35;418;7;7;147;continuous
analcatdata_asbestos;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84032634032634;train;0.0781348116666667;3;3;24;3;3;59;binomial
analcatdata_asbestos;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937062937062937;test;0.0781348116666667;3;3;24;3;3;59;binomial
flags;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900091856900863;train;1.468739185;6;220;452;28;39;125;multinomial
flags;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.67599537037037;test;1.468739185;6;220;452;28;39;125;multinomial
collins;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.208372956666667;3;20;96;1;20;340;multinomial
collins;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.208372956666667;3;20;96;1;20;340;multinomial
627_fri_c2_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820525311085554;train;0.788651584983333;3;160;326;6;10;350;continuous
627_fri_c2_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820661032349876;test;0.788651584983333;3;160;326;6;10;350;continuous
allbp;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980467175054804;train;3.45272411166667;20;276;592;13;25;2641;multinomial
allbp;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976118353639838;test;3.45272411166667;20;276;592;13;25;2641;multinomial
606_fri_c2_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165449934146327;train;2.28197091166667;12;334;692;8;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329857373914255;test;2.28197091166667;12;334;692;8;10;700;continuous
analcatdata_boxing1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907098765432099;train;2.12995286833333;15;325;680;1;3;84;binomial
analcatdata_boxing1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871527777777778;test;2.12995286833333;15;325;680;1;3;84;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925595238095238;train;0.657128695;3;160;326;2;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981481481481481;test;0.657128695;3;160;326;2;4;37;binomial
690_visualizing_galaxy;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315824242611652;train;0.314290451666667;3;6;48;3;3;227;continuous
690_visualizing_galaxy;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335989148110717;test;0.314290451666667;3;6;48;3;3;227;continuous
mfeat_zernike;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991698978989713;train;2.478541475;3;160;326;32;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126083720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97443861299593;test;2.478541475;3;160;326;32;32;1400;multinomial
hypothyroid;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877026437645574;train;1.70511494833333;7;224;462;7;21;2215;binomial
hypothyroid;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799437016185785;test;1.70511494833333;7;224;462;7;21;2215;binomial
colic;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910915400733368;train;5.86876838;10;22;406;11;22;258;binomial
colic;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860881542699725;test;5.86876838;10;22;406;11;22;258;binomial
294_satellite_image;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478143553898702;train;0.186721733333333;3;85;176;23;23;4505;continuous
294_satellite_image;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486021090065968;test;0.186721733333333;3;85;176;23;23;4505;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71436867963113;train;0.497296438316667;11;45;512;7;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162317_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819207599012596;test;0.497296438316667;11;45;512;7;9;70;continuous
clean2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999997130734496;train;11.2238275216667;11;320;662;22;108;4619;binomial
clean2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998113534503808;test;11.2238275216667;11;320;662;22;108;4619;binomial
195_auto_price;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.408196621082937;train;0.926682283316667;5;200;410;2;10;112;continuous
195_auto_price;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.36941762452328;test;0.926682283316667;5;200;410;2;10;112;continuous
phoneme;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793022488587072;train;0.331454255;8;20;262;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798002831221123;test;0.331454255;8;20;262;5;5;3783;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.531411999777988;train;1.87593738166667;10;300;620;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.474961901859189;test;1.87593738166667;10;300;620;1;1;849;binomial
analcatdata_authorship;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.27504391;3;58;138;48;70;589;multinomial
analcatdata_authorship;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999964088199382;test;3.27504391;3;58;138;48;70;589;multinomial
227_cpu_small;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314666820137926;train;2.19595148666667;6;24;230;3;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.30852221274745;test;2.19595148666667;6;24;230;3;12;5735;continuous
646_fri_c3_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.761511720378831;train;0.558060301666667;3;20;132;5;10;350;continuous
646_fri_c3_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125142418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891336254805926;test;0.558060301666667;3;20;132;5;10;350;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813273418090648;train;0.692644725;14;212;456;3;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88207529919162;test;0.692644725;14;212;456;3;50;175;continuous
527_analcatdata_election2000;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.234074625295906;train;0.134704478333333;5;15;146;1;3;47;continuous
527_analcatdata_election2000;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124165433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.237592779606036;test;0.134704478333333;5;15;146;1;3;47;continuous
wdbc;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983534136546185;train;0.828238993333333;3;22;120;21;22;399;binomial
wdbc;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97610513739546;test;0.828238993333333;3;22;120;21;22;399;binomial
643_fri_c2_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856155552612462;train;2.144204195;8;50;360;19;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876662436205859;test;2.144204195;8;50;360;19;25;350;continuous
596_fri_c2_250_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124212040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817492339582436;train;0.277264525;8;25;366;5;5;175;continuous
596_fri_c2_250_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124212040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795236494193318;test;0.277264525;8;25;366;5;5;175;continuous
satimage;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126091032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993534617104366;train;3.06313003833333;3;160;326;25;25;4505;multinomial
satimage;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126091032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982693981857324;test;3.06313003833333;3;160;326;25;25;4505;multinomial
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832837752859989;train;0.942284108316667;6;99;276;31;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841067448022173;test;0.942284108316667;6;99;276;31;50;700;continuous
659_sleuth_ex1714;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44860878502781;train;0.069723965;6;2;28;1;1;33;continuous
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573_cpu_act;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339634971493637;test;0.900345103333333;14;85;638;1;17;5735;continuous
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1089_USCrime;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380863909320076;train;0.70122691;3;160;326;8;8;33;continuous
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582_fri_c1_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223044041226553;train;2.65353935168333;9;280;578;6;25;350;continuous
582_fri_c1_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164003_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369117684670957;test;2.65353935168333;9;280;578;6;25;350;continuous
buggyCrx;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94215075238456;train;1.12900828666667;5;200;410;12;13;483;binomial
buggyCrx;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887811091514795;test;1.12900828666667;5;200;410;12;13;483;binomial
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cmc;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67001704458099;test;3.985378155;7;9;128;8;9;1032;multinomial
german;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125193537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795116088180113;train;0.891403058333333;3;160;326;20;20;700;binomial
german;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125193537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.759746028428094;test;0.891403058333333;3;160;326;20;20;700;binomial
564_fried;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480141218700847;train;2.78296335833333;3;50;166;7;10;28538;continuous
564_fried;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487468566971657;test;2.78296335833333;3;50;166;7;10;28538;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126091133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998314065510597;train;0.632471373333333;3;144;294;4;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126091133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.632471373333333;3;144;294;4;4;185;binomial
616_fri_c4_500_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125154941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184656726111189;train;2.929028965;13;356;738;6;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125154941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336187772746179;test;2.929028965;13;356;738;6;50;350;continuous
profb;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125203559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636112655914833;train;0.518778126666667;6;9;116;9;9;471;binomial
profb;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125203559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.714893617021277;test;0.518778126666667;6;9;116;9;9;471;binomial
656_fri_c1_100_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811976089128715;train;0.325431575;8;25;376;5;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853955112780945;test;0.325431575;8;25;376;5;5;70;continuous
230_machine_cpu;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125190423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.140033742379684;train;0.688960986666667;3;160;326;6;6;147;continuous
230_machine_cpu;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125190423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207622346011142;test;0.688960986666667;3;160;326;6;6;147;continuous
spectf;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889707127137295;train;3.10249593;3;44;138;14;44;245;binomial
spectf;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824827586206897;test;3.10249593;3;44;138;14;44;245;binomial
analcatdata_authorship;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.285575621666667;3;63;138;62;70;589;multinomial
analcatdata_authorship;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966040170545025;test;0.285575621666667;3;63;138;62;70;589;multinomial
579_fri_c0_250_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325976769727661;train;1.46991692333333;10;290;600;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460185723713935;test;1.46991692333333;10;290;600;5;5;175;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.441470967375863;train;0.03025901;3;5;40;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.268941538484568;test;0.03025901;3;5;40;1;1;33;continuous
adult;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91447390254755;train;30.2926971366667;5;200;410;12;12;34190;binomial
adult;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905724829050536;test;30.2926971366667;5;200;410;12;12;34190;binomial
calendarDOW;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899754928439969;train;3.87014743833333;20;480;1000;8;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733102551020408;test;3.87014743833333;20;480;1000;8;13;280;multinomial
analcatdata_happiness;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872771672771673;train;0.05905599;6;3;42;2;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.713492063492064;test;0.05905599;6;3;42;2;3;42;multinomial
1030_ERA;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.730417305000385;train;0.653659673333333;3;160;326;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.78631799645199;test;0.653659673333333;3;160;326;4;4;700;continuous
horse_colic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124213257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856186224489796;train;0.687257076666667;3;160;326;2;22;258;binomial
horse_colic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124213257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815058479532164;test;0.687257076666667;3;160;326;2;22;258;binomial
613_fri_c3_250_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792813431315569;train;0.255305351666667;7;20;306;4;4;175;continuous
613_fri_c3_250_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86221705862817;test;0.255305351666667;7;20;306;4;4;175;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29304309840428;train;0.55774155;3;160;326;2;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.666315215730535;test;0.55774155;3;160;326;2;2;33;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46018193687286;train;0.856334378333333;3;160;326;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125090356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.432706477945016;test;0.856334378333333;3;160;326;5;5;350;continuous
satimage;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977166687850292;train;5.42547878;6;220;452;20;25;4505;multinomial
satimage;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980679561503315;test;5.42547878;6;220;452;20;25;4505;multinomial
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618_fri_c3_1000_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125203708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.789156618961351;train;0.747239351666667;3;72;150;45;50;700;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125203708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821113661034365;test;0.747239351666667;3;72;150;45;50;700;continuous
641_fri_c1_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831371623966436;train;0.912188825;3;160;326;10;10;350;continuous
641_fri_c1_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817063708329587;test;0.912188825;3;160;326;10;10;350;continuous
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616_fri_c4_500_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831853086402311;test;2.08409840333333;9;98;402;7;49;350;continuous
letter;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980391404359206;train;18.7402735683333;7;240;494;9;16;14000;multinomial
letter;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974506770812658;test;18.7402735683333;7;240;494;9;16;14000;multinomial
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607_fri_c4_1000_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875405968778699;train;0.223267248333333;3;90;186;3;50;700;continuous
607_fri_c4_1000_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.926421271712063;test;0.223267248333333;3;90;186;3;50;700;continuous
breast_cancer;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.834568886861314;train;1.04796981333333;5;200;410;9;9;201;binomial
breast_cancer;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.635416666666667;test;1.04796981333333;5;200;410;9;9;201;binomial
620_fri_c1_1000_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820076039858401;train;1.645539985;5;50;230;24;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871353986670481;test;1.645539985;5;50;230;24;25;700;continuous
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228_elusage;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125153038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441265395603632;test;1.59450783833333;9;280;578;1;1;39;continuous
653_fri_c0_250_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431425823136198;train;0.299131958333333;5;122;270;22;25;175;continuous
653_fri_c0_250_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54969276548843;test;0.299131958333333;5;122;270;22;25;175;continuous
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spambase;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975117675413558;test;1.08326711;3;160;326;54;54;3221;binomial
573_cpu_act;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124175217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.338045231801858;train;1.02735340666667;3;29;128;1;17;5735;continuous
573_cpu_act;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124175217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.352749594446418;test;1.02735340666667;3;29;128;1;17;5735;continuous
allhypo;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864330786940558;train;0.685541191666667;9;24;336;19;24;2639;multinomial
allhypo;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.797597411951693;test;0.685541191666667;9;24;336;19;24;2639;multinomial
tokyo1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968602542557939;train;0.217011253333333;3;79;166;6;22;672;binomial
tokyo1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974226804123711;test;0.217011253333333;3;79;166;6;22;672;binomial
analcatdata_boxing2;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.614197530864198;train;3.84765417666667;20;500;1040;2;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.605614973262032;test;3.84765417666667;20;500;1040;2;3;93;binomial
biomed;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968016194331984;train;0.304118136666667;6;32;284;7;8;147;binomial
biomed;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94314381270903;test;0.304118136666667;6;32;284;7;8;147;binomial
heart_statlog;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963010204081633;train;1.051027625;5;200;410;10;13;189;binomial
heart_statlog;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857405140758874;test;1.051027625;5;200;410;10;13;189;binomial
coil2000;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124211217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723165080291748;train;1.10864173833333;3;79;166;2;59;6876;binomial
coil2000;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124211217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671507498026835;test;1.10864173833333;3;79;166;2;59;6876;binomial
analcatdata_happiness;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.728242110453649;train;0.789987895;5;200;410;1;3;42;multinomial
analcatdata_happiness;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.564625850340136;test;0.789987895;5;200;410;1;3;42;multinomial
503_wind;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47266888752238;train;1.61587822498333;3;28;134;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467987269948043;test;1.61587822498333;3;28;134;13;14;4602;continuous
626_fri_c2_500_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822507345473896;train;0.597083758333333;10;184;390;9;50;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857453070700313;test;0.597083758333333;10;184;390;9;50;350;continuous
cmc;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.72349130454258;train;1.03139246333333;3;160;326;9;9;1032;multinomial
cmc;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691508742044621;test;1.03139246333333;3;160;326;9;9;1032;multinomial
633_fri_c0_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.492249372633525;train;0.175617605;3;90;186;10;25;350;continuous
633_fri_c0_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514641576037912;test;0.175617605;3;90;186;10;25;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784699711091759;train;0.277667141666667;3;18;122;5;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847366911812884;test;0.277667141666667;3;18;122;5;9;350;continuous
analcatdata_asbestos;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846198156682028;train;0.08424412;3;12;88;2;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918518518518519;test;0.08424412;3;12;88;2;3;59;binomial
695_chatfield_4;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.415320078292699;train;0.917032943316667;3;160;326;1;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.354520848609729;test;0.917032943316667;3;160;326;1;9;165;continuous
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643_fri_c2_500_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826315228836962;train;1.14170252833333;15;125;690;19;25;350;continuous
643_fri_c2_500_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.903397446355289;test;1.14170252833333;15;125;690;19;25;350;continuous
colic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846609464045591;train;2.65968894833333;8;22;306;2;22;258;binomial
colic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915854098952691;test;2.65968894833333;8;22;306;2;22;258;binomial
titanic;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.632985311287116;train;1.258665095;7;8;120;8;8;1545;binomial
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665_sleuth_case2002;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.737541342381502;train;0.988468675;3;160;326;1;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871607518006473;test;0.988468675;3;160;326;1;6;103;continuous
522_pm10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845334104050947;train;0.933063245;5;200;410;4;7;350;continuous
522_pm10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126101151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863056703622628;test;0.933063245;5;200;410;4;7;350;continuous
601_fri_c1_250_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807093298418129;train;0.115225616666667;3;25;156;5;5;175;continuous
601_fri_c1_250_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78594491428771;test;0.115225616666667;3;25;156;5;5;175;continuous
225_puma8NH;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.498947236857696;train;2.6406572;3;160;326;3;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52349781651025;test;2.6406572;3;160;326;3;8;5735;continuous
waveform_21;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967450315563599;train;7.02587646833333;3;21;120;21;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965913530656943;test;7.02587646833333;3;21;120;21;21;3500;multinomial
breast_cancer;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736133673706196;train;0.70476238;3;160;326;5;9;201;binomial
breast_cancer;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.690743338008415;test;0.70476238;3;160;326;5;9;201;binomial
banana;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.547302678409916;train;0.153311385;3;2;16;2;2;3710;binomial
banana;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535003201024328;test;0.153311385;3;2;16;2;2;3710;binomial
1199_BNG_echoMonths;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.675988053593479;train;32.70979714;10;300;620;8;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125191743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.683541204239986;test;32.70979714;10;300;620;8;9;12248;continuous
heart_c;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94480056980057;train;1.70985652;8;13;198;12;13;213;binomial
heart_c;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896825396825397;test;1.70985652;8;13;198;12;13;213;binomial
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827850383541848;train;0.465724231666667;3;72;150;10;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892206616610111;test;0.465724231666667;3;72;150;10;50;700;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808605310931709;train;1.60471275166667;7;240;494;44;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.882304440691325;test;1.60471275166667;7;240;494;44;50;350;continuous
230_machine_cpu;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125133555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283317348030943;train;0.56552531;3;160;326;2;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125133555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352723885454874;test;0.56552531;3;160;326;2;6;147;continuous
197_cpu_act;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332905824718109;train;0.530096985;8;85;386;4;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182825_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348997626396257;test;0.530096985;8;85;386;4;17;5735;continuous
dermatology;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998793560606061;train;3.59996080333333;3;25;128;19;25;257;multinomial
dermatology;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989803921568627;test;3.59996080333333;3;25;128;19;25;257;multinomial
backache;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124193626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.756687242798354;train;4.62392065833333;14;31;600;18;31;126;binomial
backache;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124193626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693009118541033;test;4.62392065833333;14;31;600;18;31;126;binomial
613_fri_c3_250_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18972325293408;train;2.45835675668333;20;399;838;3;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456085768315157;test;2.45835675668333;20;399;838;3;5;175;continuous
titanic;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789798086124402;train;0.769391920016667;5;7;78;3;7;1545;binomial
titanic;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.791847500551697;test;0.769391920016667;5;7;78;3;7;1545;binomial
analcatdata_japansolvent;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89766081871345;train;0.243146961666667;7;20;258;2;5;37;binomial
analcatdata_japansolvent;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888888888888889;test;0.243146961666667;7;20;258;2;5;37;binomial
heart_h;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924050632911392;train;0.455035995;7;48;334;6;12;206;binomial
heart_h;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890103217972071;test;0.455035995;7;48;334;6;12;206;binomial
519_vinnie;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.465774404448316;train;0.657117811666667;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479434225042503;test;0.657117811666667;3;160;326;1;2;266;continuous
ring;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774750521422563;train;0.976157228333333;10;79;460;20;20;5180;binomial
ring;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.78553672702037;test;0.976157228333333;10;79;460;20;20;5180;binomial
hungarian;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922373949579832;train;0.539599081666667;3;160;326;12;12;206;binomial
hungarian;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884615384615385;test;0.539599081666667;3;160;326;12;12;206;binomial
647_fri_c1_250_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801310246506327;train;1.35022073833333;8;20;324;7;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847828123021329;test;1.35022073833333;8;20;324;7;10;175;continuous
titanic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811906377204885;train;2.534034045;9;280;578;6;7;1545;binomial
titanic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.816320160139527;test;2.534034045;9;280;578;6;7;1545;binomial
page_blocks;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980455001975705;train;13.8158621266667;7;7;106;7;7;3832;multinomial
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634_fri_c2_100_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.693403368906458;train;0.730269365;3;160;326;10;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.754756993281623;test;0.730269365;3;160;326;10;10;70;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82222871614076;train;0.10414195;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806473096643456;test;0.10414195;3;25;156;5;5;700;continuous
waveform_21;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98176838512885;train;3.00967951333333;3;160;326;21;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972992528696506;test;3.00967951333333;3;160;326;21;21;3500;multinomial
637_fri_c1_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832936466651539;train;2.620516005;9;100;402;23;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.886319905782774;test;2.620516005;9;100;402;23;50;350;continuous
cloud;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636920795254129;train;0.992961529983333;11;7;158;3;7;76;multinomial
cloud;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.488355780022447;test;0.992961529983333;11;7;158;3;7;76;multinomial
666_rmftsa_ladata;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515653792051684;train;1.581440315;20;50;880;5;10;356;continuous
666_rmftsa_ladata;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.53609321047202;test;1.581440315;20;50;880;5;10;356;continuous
207_autoPrice;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124200601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212041565270646;train;0.669456073333333;3;160;326;10;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124200601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395148186994673;test;0.669456073333333;3;160;326;10;10;112;continuous
texture;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126115026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99587561606602;train;3.485373855;3;160;326;15;15;3850;multinomial
texture;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126115026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993934889920052;test;3.485373855;3;160;326;15;15;3850;multinomial
644_fri_c4_250_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126093009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814083569765599;train;0.745045011666667;3;46;150;18;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126093009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.89583531137321;test;0.745045011666667;3;46;150;18;25;175;continuous
vowel;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964754451969814;train;0.318083213333333;6;13;158;9;13;693;multinomial
vowel;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96550868043134;test;0.318083213333333;6;13;158;9;13;693;multinomial
analcatdata_lawsuit;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999607843137255;train;0.625972486666667;3;160;326;4;4;185;binomial
analcatdata_lawsuit;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125205003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986666666666667;test;0.625972486666667;3;160;326;4;4;185;binomial
prnn_synth;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954248366013072;train;0.54843303835;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958571428571429;test;0.54843303835;3;160;326;2;2;175;binomial
cleveland;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.618110651354431;train;0.361172255;10;13;266;2;13;213;multinomial
cleveland;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670752263609407;test;0.361172255;10;13;266;2;13;213;multinomial
687_sleuth_ex1605;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.664745248483475;train;0.644377211666667;3;160;326;4;5;44;continuous
687_sleuth_ex1605;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.569836059364229;test;0.644377211666667;3;160;326;4;5;44;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873774294780732;train;1.75907132;6;50;272;18;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811979323302109;test;1.75907132;6;50;272;18;25;700;continuous
519_vinnie;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446429015082175;train;0.0773287066666667;3;4;32;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.548099835134694;test;0.0773287066666667;3;4;32;1;2;266;continuous
tokyo1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124183619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96490631317058;train;0.198297799983333;3;70;166;17;21;672;binomial
tokyo1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124183619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973600410888546;test;0.198297799983333;3;70;166;17;21;672;binomial
573_cpu_act;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.275758006017184;train;2.59430217333333;19;277;592;4;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.273498970294119;test;2.59430217333333;19;277;592;4;17;5735;continuous
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983552631578947;train;0.223729031666667;3;112;230;1;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907407407407407;test;0.223729031666667;3;112;230;1;3;35;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947712418300654;train;0.111943128333333;5;4;46;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982142857142857;test;0.111943128333333;5;4;46;4;4;35;binomial
cleve;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933614804168164;train;0.76435573;11;52;502;8;13;213;binomial
cleve;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875494071146245;test;0.76435573;11;52;502;8;13;213;binomial
contraceptive;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719208258234267;train;0.15320896;7;9;134;3;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702340635229979;test;0.15320896;7;9;134;3;9;1032;multinomial
wine_quality_red;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760070605687928;train;2.07979244;6;220;452;2;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.700343768310033;test;2.07979244;6;220;452;2;11;1120;multinomial
635_fri_c0_250_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.587609349422372;train;1.46247112666667;6;220;452;9;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526845727883527;test;1.46247112666667;6;220;452;9;10;175;continuous
glass;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893611037488589;train;0.119897593333333;5;9;98;4;9;144;multinomial
glass;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850480158730159;test;0.119897593333333;5;9;98;4;9;144;multinomial
shuttle;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992327272777697;train;25.3177280766667;5;200;410;6;8;40600;multinomial
shuttle;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99288016664128;test;25.3177280766667;5;200;410;6;8;40600;multinomial
527_analcatdata_election2000;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.128000526696283;train;0.07028561;6;5;70;1;1;47;continuous
527_analcatdata_election2000;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.106172707176817;test;0.07028561;6;5;70;1;1;47;continuous
651_fri_c0_100_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430554963508923;train;0.883746683333333;13;125;606;19;25;70;continuous
651_fri_c0_100_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.673759143334896;test;0.883746683333333;13;125;606;19;25;70;continuous
1030_ERA;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.724531060670094;train;0.322839693333333;3;8;60;4;4;700;continuous
1030_ERA;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794792502661972;test;0.322839693333333;3;8;60;4;4;700;continuous
analcatdata_creditscore;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.816012968316667;3;160;326;6;6;70;binomial
analcatdata_creditscore;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.816012968316667;3;160;326;6;6;70;binomial
706_sleuth_case1202;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125144604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.638373248937889;train;0.525695738333333;8;12;208;1;6;66;continuous
706_sleuth_case1202;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125144604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558330260598689;test;0.525695738333333;8;12;208;1;6;66;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48022902994342;train;0.56572809;6;150;312;32;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.500675259929129;test;0.56572809;6;150;312;32;72;742;continuous
shuttle;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;33.600797305;7;240;494;7;7;40600;multinomial
shuttle;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;33.600797305;7;240;494;7;7;40600;multinomial
225_puma8NH;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.73987718695505;train;1.872358765;5;200;410;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770160737910941;test;1.872358765;5;200;410;2;8;5735;continuous
1595_poker;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81613940246999;train;2.24760707835;3;50;166;5;10;717507;continuous
1595_poker;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815102849339957;test;2.24760707835;3;50;166;5;10;717507;continuous
557_analcatdata_apnea1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.123305490414869;train;1.23326420333333;5;200;410;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0960343903656404;test;1.23326420333333;5;200;410;3;3;333;continuous
auto;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996548913043478;train;2.71992978833333;16;365;764;18;20;142;multinomial
auto;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938745275888133;test;2.71992978833333;16;365;764;18;20;142;multinomial
spectf;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849097867687261;train;0.641681915;3;160;326;17;44;245;binomial
spectf;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820669934640523;test;0.641681915;3;160;326;17;44;245;binomial
210_cloud;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.254829890923337;train;0.400412711666667;9;25;406;3;5;76;continuous
210_cloud;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.366606514109573;test;0.400412711666667;9;25;406;3;5;76;continuous
mfeat_factors;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999708733767147;train;1.91553289166667;3;160;326;115;134;1400;multinomial
mfeat_factors;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999192969820001;test;1.91553289166667;3;160;326;115;134;1400;multinomial
210_cloud;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280144053154918;train;0.631425588333333;3;160;326;2;5;76;continuous
210_cloud;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388016308959693;test;0.631425588333333;3;160;326;2;5;76;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.544183123816524;train;1.301235535;5;200;410;6;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520458157024726;test;1.301235535;5;200;410;6;10;175;continuous
656_fri_c1_100_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.751603427350236;train;0.306534701666667;7;10;156;5;5;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.974150809769116;test;0.306534701666667;7;10;156;5;5;70;continuous
segmentation;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999713024904302;train;1.62500757166667;3;160;326;13;13;1617;multinomial
segmentation;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998446330819431;test;1.62500757166667;3;160;326;13;13;1617;multinomial
665_sleuth_case2002;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.719203829163428;train;0.231421135;5;30;250;2;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822794667190722;test;0.231421135;5;30;250;2;6;103;continuous
mfeat_factors;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125192109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997644540266314;train;3.55606658666667;3;160;326;21;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125192109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995253749378176;test;3.55606658666667;3;160;326;21;137;1400;multinomial
228_elusage;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.38926738716165;train;0.0396730366666667;3;5;40;1;1;39;continuous
228_elusage;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.373160974526155;test;0.0396730366666667;3;5;40;1;1;39;continuous
574_house_16H;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.589233432639971;train;1.44935562666667;19;75;848;15;15;15949;continuous
574_house_16H;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.573251314564946;test;1.44935562666667;19;75;848;15;15;15949;continuous
207_autoPrice;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.407695181570536;train;0.747864686666667;5;22;234;5;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.37223167002599;test;0.747864686666667;5;22;234;5;11;112;continuous
prnn_fglass;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904362013368356;train;1.25627614;6;220;452;9;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.879188712522046;test;1.25627614;6;220;452;9;9;144;multinomial
607_fri_c4_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816378230691378;train;0.582747296666667;8;190;396;10;50;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861043388096738;test;0.582747296666667;8;190;396;10;50;700;continuous
breast_cancer_wisconsin;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998489265836205;train;0.844050758333333;3;160;326;10;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993226600985222;test;0.844050758333333;3;160;326;10;22;399;binomial
1096_FacultySalaries;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.290907565370591;train;0.57669629;3;160;326;2;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.594536088520327;test;0.57669629;3;160;326;2;2;35;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418959873508491;train;1.17597075166667;17;268;648;41;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456387098568872;test;1.17597075166667;17;268;648;41;72;742;continuous
294_satellite_image;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447291716554141;train;0.222941275;3;85;176;25;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.471413007413349;test;0.222941275;3;85;176;25;26;4505;continuous
ring;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767061523166576;train;1.48450439166667;3;160;326;20;20;5180;binomial
ring;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785721193031898;test;1.48450439166667;3;160;326;20;20;5180;binomial
pendigits;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998095025454155;train;40.7581760266667;2;16;66;16;16;7695;multinomial
pendigits;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997518071973218;test;40.7581760266667;2;16;66;16;16;7695;multinomial
645_fri_c3_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243824851942051;train;1.65755915166667;5;200;410;5;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394445174435391;test;1.65755915166667;5;200;410;5;50;350;continuous
613_fri_c3_250_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124182735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764888493506715;train;0.255171905;7;25;324;5;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124182735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868427263575844;test;0.255171905;7;25;324;5;5;175;continuous
dis;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998016634676903;train;6.498240125;13;360;746;4;25;2641;binomial
dis;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864046233297811;test;6.498240125;13;360;746;4;25;2641;binomial
vowel;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970390969268938;train;3.43964950666667;8;228;472;10;13;693;multinomial
vowel;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954504583265207;test;3.43964950666667;8;228;472;10;13;693;multinomial
german;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818196919949969;train;1.86169167166667;6;20;244;20;20;700;binomial
german;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775188127090301;test;1.86169167166667;6;20;244;20;20;700;binomial
1595_poker;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.757747589217919;train;164.797400963333;0;100;200;5;10;717507;continuous
1595_poker;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.756688080656709;test;164.797400963333;0;100;200;5;10;717507;continuous
lupus;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880718954248366;train;0.0321593966666667;3;2;16;1;2;61;binomial
lupus;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8125;test;0.0321593966666667;3;2;16;1;2;61;binomial
658_fri_c3_250_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788868054819073;train;1.21194063833333;15;125;690;9;25;175;continuous
658_fri_c3_250_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.933503053539634;test;1.21194063833333;15;125;690;9;25;175;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22122734238878;train;1.50767218833333;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269768235161577;test;1.50767218833333;3;160;326;5;100;700;continuous
573_cpu_act;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187849491907587;train;6.74688536333333;3;160;326;10;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21516019492282;test;6.74688536333333;3;160;326;10;17;5735;continuous
ann_thyroid;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124211103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993344717760144;train;0.277427408333333;3;21;130;2;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124211103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995277042674327;test;0.277427408333333;3;21;130;2;21;5040;multinomial
658_fri_c3_250_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810282497603762;train;0.168782445;3;90;186;17;25;175;continuous
658_fri_c3_250_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813772349161294;test;0.168782445;3;90;186;17;25;175;continuous
634_fri_c2_100_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124213449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.740681898281738;train;0.14413823;3;49;176;7;10;70;continuous
634_fri_c2_100_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124213449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.24173997260228;test;0.14413823;3;49;176;7;10;70;continuous
cleveland;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.611291711291711;train;1.544377245;6;13;166;11;13;213;multinomial
cleveland;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.474907345013477;test;1.544377245;6;13;166;11;13;213;multinomial
banana;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545728026314824;train;0.130545018333333;5;8;96;2;2;3710;binomial
banana;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527120545179041;test;0.130545018333333;5;8;96;2;2;3710;binomial
ionosphere;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874102474729871;train;0.632176115;3;160;326;29;32;246;binomial
ionosphere;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845030514385353;test;0.632176115;3;160;326;29;32;246;binomial
waveform_21;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965635720589037;train;0.630463723333333;10;21;356;18;21;3500;multinomial
waveform_21;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973626760535179;test;0.630463723333333;10;21;356;18;21;3500;multinomial
624_fri_c0_100_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.588636141817964;train;0.284363283333333;7;25;334;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512273919345618;test;0.284363283333333;7;25;334;5;5;70;continuous
1089_USCrime;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393213464613768;train;0.54969263;3;160;326;2;2;33;continuous
1089_USCrime;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391880856587741;test;0.54969263;3;160;326;2;2;33;continuous
auto;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998567447045708;train;1.90093423333333;9;280;578;20;20;142;multinomial
auto;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97557634164777;test;1.90093423333333;9;280;578;20;20;142;multinomial
1030_ERA;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126092526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739489480246354;train;0.64913573;8;8;140;4;4;700;continuous
1030_ERA;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126092526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800763800099741;test;0.64913573;8;8;140;4;4;700;continuous
churn;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953690880845303;train;4.13160482166667;8;260;536;9;15;3500;binomial
churn;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916194895423032;test;4.13160482166667;8;260;536;9;15;3500;binomial
582_fri_c1_500_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816373806282993;train;1.12531141833333;3;160;326;5;25;350;continuous
582_fri_c1_500_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845846807200425;test;1.12531141833333;3;160;326;5;25;350;continuous
201_pol;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.533417187882024;train;3.22135349;10;252;524;25;26;10500;continuous
201_pol;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.550976066322253;test;3.22135349;10;252;524;25;26;10500;continuous
labor;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.185747786666667;3;47;166;2;15;40;binomial
labor;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725;test;0.185747786666667;3;47;166;2;15;40;binomial
527_analcatdata_election2000;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.349158354382686;train;2.52627475;14;364;756;1;3;47;continuous
527_analcatdata_election2000;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.943941369726901;test;2.52627475;14;364;756;1;3;47;continuous
optdigits;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999062740777642;train;45.91511531;3;57;138;43;61;3934;multinomial
optdigits;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998144029256699;test;45.91511531;3;57;138;43;61;3934;multinomial
622_fri_c2_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827417757877391;train;0.874651893333333;5;96;234;47;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814982188105096;test;0.874651893333333;5;96;234;47;50;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173018007176355;train;1.96207011333333;9;280;578;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290699823910852;test;1.96207011333333;9;280;578;5;5;700;continuous
573_cpu_act;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.334087106848202;train;1.43030272833333;3;29;130;1;17;5735;continuous
573_cpu_act;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339634971493638;test;1.43030272833333;3;29;130;1;17;5735;continuous
allhyper;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979722968408816;train;31.3970916783333;4;24;154;16;24;2640;multinomial
allhyper;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868027094717668;test;31.3970916783333;4;24;154;16;24;2640;multinomial
hungarian;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898109243697479;train;0.270490031666667;5;46;250;3;12;206;binomial
hungarian;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886485042735043;test;0.270490031666667;5;46;250;3;12;206;binomial
agaricus_lepiota;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999862770685747;train;1.63922258333333;3;160;326;18;20;5702;binomial
agaricus_lepiota;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999879991096546;test;1.63922258333333;3;160;326;18;20;5702;binomial
hepatitis;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.884535005224661;train;1.62914526833333;19;76;846;11;19;109;binomial
hepatitis;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763888888888889;test;1.62914526833333;19;76;846;11;19;109;binomial
mfeat_fourier;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978785266751492;train;5.90675287668333;7;240;494;24;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966168161306008;test;5.90675287668333;7;240;494;24;76;1400;multinomial
228_elusage;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431403894971513;train;0.0502948816666667;3;2;16;1;1;39;continuous
228_elusage;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483302391766748;test;0.0502948816666667;3;2;16;1;1;39;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834621468313334;train;1.07487176333333;3;160;326;9;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804336646036534;test;1.07487176333333;3;160;326;9;10;700;continuous
movement_libras;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997851532425836;train;1.91881871;5;200;410;13;23;252;multinomial
movement_libras;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955070186804881;test;1.91881871;5;200;410;13;23;252;multinomial
712_chscase_geyser1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418392389920524;train;0.500561103333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537430579755972;test;0.500561103333333;3;160;326;1;2;156;continuous
624_fri_c0_100_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.518131832726313;train;0.342800675;6;10;136;5;5;70;continuous
624_fri_c0_100_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193057_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490821040485195;test;0.342800675;6;10;136;5;5;70;continuous
cloud;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.83614414666667;16;347;726;1;6;76;multinomial
cloud;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926984126984127;test;1.83614414666667;16;347;726;1;6;76;multinomial
australian;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126092656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977647120675756;train;0.864664686666667;3;160;326;14;14;483;binomial
australian;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126092656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912572389314403;test;0.864664686666667;3;160;326;14;14;483;binomial
allrep;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941204483895583;train;2.21711789833333;3;160;326;5;24;2641;multinomial
allrep;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956573592854359;test;2.21711789833333;3;160;326;5;24;2641;multinomial
ionosphere;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125142426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970860927152318;train;1.80404698001667;20;127;888;29;32;246;binomial
ionosphere;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125142426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922842197035745;test;1.80404698001667;20;127;888;29;32;246;binomial
588_fri_c4_1000_100;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835255857393567;train;1.487116175;6;220;452;75;100;700;continuous
588_fri_c4_1000_100;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84721933937481;test;1.487116175;6;220;452;75;100;700;continuous
saheart;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.791512377782401;train;1.333228435;11;9;202;9;9;324;binomial
saheart;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801433691756273;test;1.333228435;11;9;202;9;9;324;binomial
597_fri_c2_500_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816958452251288;train;0.100367758333333;3;25;156;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832905715407457;test;0.100367758333333;3;25;156;5;5;350;continuous
analcatdata_boxing1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752551020408163;train;0.165775803333333;6;12;164;3;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.659090909090909;test;0.165775803333333;6;12;164;3;3;84;binomial
nikuradse_2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830311401387479;train;0.04772813;3;5;40;0;1;254;continuous
nikuradse_2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770478644796743;test;0.04772813;3;5;40;0;1;254;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50850078364258;train;0.197268041666667;3;90;186;15;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.536739858006268;test;0.197268041666667;3;90;186;15;25;350;continuous
wine_quality_red;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787950226253035;train;0.356098891666667;10;11;224;5;11;1120;multinomial
wine_quality_red;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740407002382731;test;0.356098891666667;10;11;224;5;11;1120;multinomial
analcatdata_germangss;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125185524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760814018475816;train;0.686206903333333;3;160;326;2;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125185524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.722305843522949;test;0.686206903333333;3;160;326;2;5;280;multinomial
ring;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126102139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99230198278467;train;5.50943965166667;6;220;452;20;20;5180;binomial
ring;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126102139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987427869320052;test;5.50943965166667;6;220;452;20;20;5180;binomial
207_autoPrice;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.384705853820061;train;1.42297256333333;8;20;324;9;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.428461510872023;test;1.42297256333333;8;20;324;9;10;112;continuous
602_fri_c3_250_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200549142293901;train;2.07580913333333;13;328;682;3;9;175;continuous
602_fri_c3_250_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380182168104513;test;2.07580913333333;13;328;682;3;9;175;continuous
210_cloud;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.229903386679817;train;0.582339194983333;3;160;326;3;5;76;continuous
210_cloud;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.3183605531723;test;0.582339194983333;3;160;326;3;5;76;continuous
wine_recognition;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999820981023989;train;0.693367786666667;3;160;326;13;13;125;multinomial
wine_recognition;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996392496392496;test;0.693367786666667;3;160;326;13;13;125;multinomial
diabetes;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845207100591716;train;0.31345029;7;32;324;7;8;538;binomial
diabetes;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.827977487291213;test;0.31345029;7;32;324;7;8;538;binomial
635_fri_c0_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53501390429539;train;0.741748678333333;3;160;326;9;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.527589295970981;test;0.741748678333333;3;160;326;9;10;175;continuous
confidence;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934451659451659;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125093354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
590_fri_c0_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294207939626156;train;2.078882585;3;160;326;50;50;700;continuous
590_fri_c0_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444087807327534;test;2.078882585;3;160;326;50;50;700;continuous
1595_poker;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81570009535856;train;2.48224051;3;50;166;7;10;717507;continuous
1595_poker;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816280616721847;test;2.48224051;3;50;166;7;10;717507;continuous
biomed;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875708502024292;train;2.09707964666667;20;309;658;7;8;147;binomial
biomed;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918617614269788;test;2.09707964666667;20;309;658;7;8;147;binomial
mnist;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995134453580809;train;199.224453656667;0;100;200;660;664;49000;multinomial
mnist;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99452616204623;test;199.224453656667;0;100;200;660;664;49000;multinomial
letter;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993258817246966;train;23.15136217;12;303;630;15;16;14000;multinomial
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622_fri_c2_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811302239982691;train;1.37958444;5;100;234;16;50;700;continuous
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letter;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124192045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951565528657673;test;26.8031823966833;3;160;326;10;16;14000;multinomial
vehicle;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124204939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940807840998933;train;0.103826338333333;3;13;82;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124204939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940153761804951;test;0.103826338333333;3;13;82;13;13;593;multinomial
616_fri_c4_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811195172815705;train;0.238897981666667;3;90;186;23;50;350;continuous
616_fri_c4_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88037951725953;test;0.238897981666667;3;90;186;23;50;350;continuous
waveform_40;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968061792661071;train;19.4026902283333;5;40;220;16;40;3500;multinomial
waveform_40;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969723471514741;test;19.4026902283333;5;40;220;16;40;3500;multinomial
breast_cancer_wisconsin;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984171422418434;train;0.199919286666667;3;75;166;4;22;399;binomial
breast_cancer_wisconsin;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979952830188679;test;0.199919286666667;3;75;166;4;22;399;binomial
589_fri_c2_1000_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124211205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80278948020746;train;0.430598684983333;8;125;386;12;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124211205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824557636466476;test;0.430598684983333;8;125;386;12;25;700;continuous
1595_poker;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125130851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816238271995401;train;3.44873761335;5;50;250;4;10;717507;continuous
1595_poker;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125130851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815173966313834;test;3.44873761335;5;50;250;4;10;717507;continuous
analcatdata_happiness;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125155930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709821428571429;train;0.142905895;11;3;72;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125155930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638888888888889;test;0.142905895;11;3;72;1;3;42;multinomial
294_satellite_image;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438477929791433;train;2.35579892166667;9;232;482;21;24;4505;continuous
294_satellite_image;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458741259790946;test;2.35579892166667;9;232;482;21;24;4505;continuous
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breast_cancer_wisconsin;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987470518867925;test;0.248408365;3;79;166;12;22;399;binomial
622_fri_c2_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233724475527868;train;2.65601332666667;6;220;452;6;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318787728718014;test;2.65601332666667;6;220;452;6;50;700;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125103041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.162264323889986;train;3.27075204833333;18;442;920;3;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125103041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38548679137028;test;3.27075204833333;18;442;920;3;24;350;continuous
allhyper;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995300399013463;train;1.52089074831667;18;24;642;19;24;2640;multinomial
allhyper;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888308920259057;test;1.52089074831667;18;24;642;19;24;2640;multinomial
mfeat_morphological;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917131408919808;train;1.31668288;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91338004615913;test;1.31668288;3;160;326;2;2;1400;multinomial
prnn_fglass;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892172533349004;train;0.69889904;3;160;326;9;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813396825396825;test;0.69889904;3;160;326;9;9;144;multinomial
666_rmftsa_ladata;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558490374230287;train;3.56582078833333;14;20;572;7;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.591201052702268;test;3.56582078833333;14;20;572;7;10;356;continuous
backache;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.220897915;3;84;174;29;31;126;binomial
backache;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.565432098765432;test;0.220897915;3;84;174;29;31;126;binomial
622_fri_c2_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795973249019701;train;1.31605622666667;5;200;410;17;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849597834937646;test;1.31605622666667;5;200;410;17;50;700;continuous
1096_FacultySalaries;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278334680741992;train;0.53718649;3;160;326;1;2;35;continuous
1096_FacultySalaries;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.710776709771824;test;0.53718649;3;160;326;1;2;35;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.166386806666667;3;4;30;4;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124212225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974025974025974;test;0.166386806666667;3;4;30;4;4;185;binomial
titanic;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820385796299244;train;0.872717365;3;160;326;7;7;1545;binomial
titanic;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786855838225701;test;0.872717365;3;160;326;7;7;1545;binomial
analcatdata_creditscore;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989795918367347;train;0.788256386666667;3;160;326;1;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.788256386666667;3;160;326;1;6;70;binomial
230_machine_cpu;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.234690306222021;train;1.26183289333333;6;220;452;6;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430693835412411;test;1.26183289333333;6;220;452;6;6;147;continuous
210_cloud;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237060460483895;train;1.55875746833333;9;280;578;2;5;76;continuous
210_cloud;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315060325376881;test;1.55875746833333;9;280;578;2;5;76;continuous
564_fried;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125210213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318008503712488;train;30.9534595166667;3;160;326;6;10;28538;continuous
564_fried;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125210213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333049866287926;test;30.9534595166667;3;160;326;6;10;28538;continuous
auto;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976857844751867;train;0.70610772;3;160;326;20;20;142;multinomial
auto;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889814814814815;test;0.70610772;3;160;326;20;20;142;multinomial
649_fri_c0_500_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228325852495007;train;2.94930705833333;13;328;682;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381786408623837;test;2.94930705833333;13;328;682;5;5;350;continuous
564_fried;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487018649873033;train;0.172826191666667;3;50;166;8;10;28538;continuous
564_fried;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490204302744164;test;0.172826191666667;3;50;166;8;10;28538;continuous
banana;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545368409417486;train;0.202452321666667;8;8;144;2;2;3710;binomial
banana;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.538561680090414;test;0.202452321666667;8;8;144;2;2;3710;binomial
mfeat_morphological;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926002502992772;train;2.063260795;5;200;410;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921103902289276;test;2.063260795;5;200;410;2;2;1400;multinomial
segmentation;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996414538318714;train;2.88739315666667;8;238;492;8;14;1617;multinomial
segmentation;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99686629289856;test;2.88739315666667;8;238;492;8;14;1617;multinomial
new_thyroid;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999109924343569;train;0.04344888;3;5;36;3;5;151;multinomial
new_thyroid;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.04344888;3;5;36;3;5;151;multinomial
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812802844312226;train;1.21189069666667;5;200;410;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812701126089968;test;1.21189069666667;5;200;410;5;5;700;continuous
glass2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948244552058111;train;0.631749893333333;3;160;326;7;9;115;binomial
glass2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896428571428572;test;0.631749893333333;3;160;326;7;9;115;binomial
574_house_16H;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483045513388664;train;10.00896887;12;30;524;15;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481702763476658;test;10.00896887;12;30;524;15;15;15949;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489618830647049;train;1.39808191333333;9;232;482;11;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482481354856566;test;1.39808191333333;9;232;482;11;50;700;continuous
mfeat_fourier;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976636134537506;train;0.891248261666667;5;70;222;12;76;1400;multinomial
mfeat_fourier;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96266722650846;test;0.891248261666667;5;70;222;12;76;1400;multinomial
645_fri_c3_500_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292629280735913;train;2.04163146833333;7;240;494;5;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359238484051868;test;2.04163146833333;7;240;494;5;50;350;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126103639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770945547225836;train;0.859125905;10;18;372;4;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126103639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800991797200248;test;0.859125905;10;18;372;4;9;70;continuous
sleep;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.590758708174497;train;54.90228868165;1;13;36;9;13;74136;multinomial
sleep;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.588579322156206;test;54.90228868165;1;13;36;9;13;74136;multinomial
wdbc;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994250080984775;train;0.204473723333333;3;72;166;9;22;399;binomial
wdbc;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987106227106227;test;0.204473723333333;3;72;166;9;22;399;binomial
iris;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995078995078995;train;0.0872387133333333;3;3;24;1;3;105;multinomial
iris;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998217468805704;test;0.0872387133333333;3;3;24;1;3;105;multinomial
644_fri_c4_250_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237611444305345;train;2.80280429833333;11;320;662;7;25;175;continuous
644_fri_c4_250_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445125751654882;test;2.80280429833333;11;320;662;7;25;175;continuous
shuttle;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.831684835725433;train;2.15923452666667;9;8;150;5;8;40600;multinomial
shuttle;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803312918630195;test;2.15923452666667;9;8;150;5;8;40600;multinomial
1196_BNG_pharynx;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124201645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656965512876688;train;2.34318285833333;3;50;166;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124201645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658116760688379;test;2.34318285833333;3;50;166;10;10;700000;continuous
560_bodyfat;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124182243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0385119621827829;train;1.67844942501667;7;28;318;1;14;177;continuous
560_bodyfat;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124182243_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0356819638334555;test;1.67844942501667;7;28;318;1;14;177;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125183216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27834455275397;train;1.05398923;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125183216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348088603560053;test;1.05398923;3;160;326;5;25;700;continuous
flags;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907761533463288;train;1.375619705;17;40;726;15;40;125;multinomial
flags;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.67864758698092;test;1.375619705;17;40;726;15;40;125;multinomial
564_fried;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28006914342716;train;30.767719875;4;180;368;6;10;28538;continuous
564_fried;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303043291293007;test;30.767719875;4;180;368;6;10;28538;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29896453669761;train;2.29124617166667;6;220;452;10;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.484980749795273;test;2.29124617166667;6;220;452;10;50;350;continuous
analcatdata_aids;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855263157894737;train;0.0765829216666667;3;3;24;3;3;35;binomial
analcatdata_aids;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685185185185185;test;0.0765829216666667;3;3;24;3;3;35;binomial
ionosphere;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968066743383199;train;1.707120235;19;128;846;27;32;246;binomial
ionosphere;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904948939512962;test;1.707120235;19;128;846;27;32;246;binomial
titanic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821623069368806;train;1.00994739168333;3;160;326;8;8;1545;binomial
titanic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.790469055772994;test;1.00994739168333;3;160;326;8;8;1545;binomial
churn;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860854227322087;train;2.07283805166667;20;244;528;11;15;3500;binomial
churn;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857722101186153;test;2.07283805166667;20;244;528;11;15;3500;binomial
agaricus_lepiota;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.90118097333333;3;160;326;20;20;5702;binomial
agaricus_lepiota;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.90118097333333;3;160;326;20;20;5702;binomial
657_fri_c2_250_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801649353533252;train;1.255531545;7;20;282;5;10;175;continuous
657_fri_c2_250_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854698110496389;test;1.255531545;7;20;282;5;10;175;continuous
agaricus_lepiota;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999974803172114;train;2.938276025;3;160;326;10;20;5702;binomial
agaricus_lepiota;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999957046749244;test;2.938276025;3;160;326;10;20;5702;binomial
collins;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.89312982;8;20;262;6;20;340;multinomial
collins;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995558608058608;test;0.89312982;8;20;262;6;20;340;multinomial
1201_BNG_breastTumor;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914527573501214;train;12.560716365;13;264;554;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917131740588481;test;12.560716365;13;264;554;9;9;81648;continuous
503_wind;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454167092418651;train;1.54317246;5;200;410;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45335009457545;test;1.54317246;5;200;410;14;14;4602;continuous
analcatdata_boxing1;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.732618583495777;train;0.0840279616666667;3;3;24;3;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.70952380952381;test;0.0840279616666667;3;3;24;3;3;84;binomial
690_visualizing_galaxy;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316498884091365;train;0.1526629;3;8;60;4;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.31872045918261;test;0.1526629;3;8;60;4;4;227;continuous
allhyper;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996516475942872;train;3.16304013;7;240;494;25;25;2640;multinomial
allhyper;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976198518395971;test;3.16304013;7;240;494;25;25;2640;multinomial
1196_BNG_pharynx;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660821229381059;train;51.6228547533333;1;120;242;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66224124485897;test;51.6228547533333;1;120;242;10;10;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794440415803491;train;6.09232129833333;9;90;428;17;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795447599426134;test;6.09232129833333;9;90;428;17;18;700000;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177194826591091;train;1.70891083166667;11;309;640;7;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320492681544975;test;1.70891083166667;11;309;640;7;10;350;continuous
560_bodyfat;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0368347700037349;train;0.594675333333333;3;26;150;1;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0309440795465158;test;0.594675333333333;3;26;150;1;13;177;continuous
706_sleuth_case1202;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125113550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.638373248937889;train;0.566092006666667;8;12;196;1;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125113550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558330260598689;test;0.566092006666667;8;12;196;1;6;66;continuous
clean2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970889446048924;train;5.25991314;5;80;220;110;110;4619;binomial
clean2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957922662461397;test;5.25991314;5;80;220;110;110;4619;binomial
waveform_40;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125154911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9923186995338;train;3.40385385666667;5;200;410;34;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125154911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970308916166095;test;3.40385385666667;5;200;410;34;40;3500;multinomial
segmentation;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995605093541042;train;2.09142629166667;3;160;326;8;14;1617;multinomial
segmentation;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996166253452016;test;2.09142629166667;3;160;326;8;14;1617;multinomial
heart_c;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915559099769626;train;1.586147935;20;52;880;7;13;213;binomial
heart_c;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916540975364505;test;1.586147935;20;52;880;7;13;213;binomial
657_fri_c2_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755275060508351;train;1.56677329166667;8;20;334;10;10;175;continuous
657_fri_c2_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.903008621420468;test;1.56677329166667;8;20;334;10;10;175;continuous
592_fri_c4_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835161567159332;train;1.41378270001667;6;220;452;13;25;700;continuous
592_fri_c4_1000_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125121610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853614841976616;test;1.41378270001667;6;220;452;13;25;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209655761058054;train;1.12276798833333;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286774827290239;test;1.12276798833333;3;160;326;5;10;700;continuous
ecoli;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125202245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977443356691723;train;0.476889571666667;3;5;36;5;5;229;multinomial
ecoli;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125202245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979132160110421;test;0.476889571666667;3;5;36;5;5;229;multinomial
1030_ERA;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.75100053401322;train;0.427708633333333;6;8;108;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793139341957942;test;0.427708633333333;6;8;108;4;4;700;continuous
666_rmftsa_ladata;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540225750830942;train;0.185006918333333;3;50;166;10;10;356;continuous
666_rmftsa_ladata;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49914099067421;test;0.185006918333333;3;50;166;10;10;356;continuous
bupa;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125114556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795962287353966;train;2.70547558833333;14;380;788;4;5;242;binomial
bupa;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125114556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.617086193745233;test;2.70547558833333;14;380;788;4;5;242;binomial
596_fri_c2_250_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829598410055251;train;1.114617325;3;160;326;5;5;175;continuous
596_fri_c2_250_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817136094339442;test;1.114617325;3;160;326;5;5;175;continuous
analcatdata_creditscore;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999028182701652;train;0.146534675;3;24;152;2;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.146534675;3;24;152;2;6;70;binomial
analcatdata_happiness;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758913308913309;train;0.19339183;9;3;60;1;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125191508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.749206349206349;test;0.19339183;9;3;60;1;3;42;multinomial
294_satellite_image;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320247692531088;train;4.94356941833333;5;200;410;24;24;4505;continuous
294_satellite_image;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373106257864249;test;4.94356941833333;5;200;410;24;24;4505;continuous
texture;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999928958407429;train;0.471909001666667;3;15;96;12;15;3850;multinomial
texture;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999656678689516;test;0.471909001666667;3;15;96;12;15;3850;multinomial
analcatdata_boxing1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644135802469136;train;0.073445465;3;12;80;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.517361111111111;test;0.073445465;3;12;80;1;3;84;binomial
spambase;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986343852189516;train;0.789455725;7;124;334;49;54;3221;binomial
spambase;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977386972996411;test;0.789455725;7;124;334;49;54;3221;binomial
663_rabe_266;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.11310613070936;train;0.887567041666667;3;160;326;2;2;84;continuous
663_rabe_266;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126115045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.17278714688824;test;0.887567041666667;3;160;326;2;2;84;continuous
horse_colic;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887411989208396;train;3.72029636;9;22;348;2;22;258;binomial
horse_colic;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857435897435897;test;3.72029636;9;22;348;2;22;258;binomial
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475055791873184;train;0.25829462;6;50;292;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50292528138302;test;0.25829462;6;50;292;6;10;700;continuous
527_analcatdata_election2000;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475597138230223;train;0.548921106666667;3;160;326;1;3;47;continuous
527_analcatdata_election2000;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.245494540132402;test;0.548921106666667;3;160;326;1;3;47;continuous
659_sleuth_ex1714;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.397519065830218;train;0.622768241666667;3;160;326;2;2;33;continuous
659_sleuth_ex1714;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460475471314441;test;0.622768241666667;3;160;326;2;2;33;continuous
allbp;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982179947219533;train;31.099619495;5;25;202;14;25;2641;multinomial
allbp;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968498807394156;test;31.099619495;5;25;202;14;25;2641;multinomial
prnn_crabs;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98202614379085;train;0.506018861666667;3;160;326;4;4;140;binomial
prnn_crabs;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943080357142857;test;0.506018861666667;3;160;326;4;4;140;binomial
637_fri_c1_500_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125205624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848688541311013;train;0.97251814;3;72;150;23;50;350;continuous
637_fri_c1_500_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125205624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861603512128757;test;0.97251814;3;72;150;23;50;350;continuous
195_auto_price;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310006110982384;train;0.625506695;3;160;326;10;10;112;continuous
195_auto_price;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125195629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.521160836848236;test;0.625506695;3;160;326;10;10;112;continuous
australian;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93542654028436;train;2.00858090833333;9;13;208;11;13;483;binomial
australian;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917323573573574;test;2.00858090833333;9;13;208;11;13;483;binomial
529_pollen;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436930266685828;train;0.318008346683333;3;8;60;4;4;2694;continuous
529_pollen;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.435114971383781;test;0.318008346683333;3;8;60;4;4;2694;continuous
557_analcatdata_apnea1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125195502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257052123655598;train;0.0927481416666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125195502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332524347863369;test;0.0927481416666667;3;15;120;3;3;333;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817542118788903;train;0.91509688;3;72;150;46;50;700;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826194271903475;test;0.91509688;3;72;150;46;50;700;continuous
678_visualizing_environmental;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.692676777997939;train;0.1608325;3;6;48;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.929161491556668;test;0.1608325;3;6;48;3;3;78;continuous
cleveland;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7455926381311;train;3.30541020166667;5;13;136;5;13;213;multinomial
cleveland;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.65806120527307;test;3.30541020166667;5;13;136;5;13;213;multinomial
560_bodyfat;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0446231007449928;train;1.47367466166667;6;26;276;1;13;177;continuous
560_bodyfat;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0407531426187311;test;1.47367466166667;6;26;276;1;13;177;continuous
mfeat_morphological;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915606656285951;train;0.596208996666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915644791036895;test;0.596208996666667;3;2;16;2;2;1400;multinomial
nikuradse_1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.326198214345097;train;0.204398421666667;8;10;180;2;2;254;continuous
nikuradse_1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.361746480447242;test;0.204398421666667;8;10;180;2;2;254;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753217846416954;train;0.401095465;8;8;140;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165752_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.00101540446395;test;0.401095465;8;8;140;4;4;70;continuous
583_fri_c1_1000_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814831233352191;train;0.722587248333333;3;72;150;42;50;700;continuous
583_fri_c1_1000_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842167964414692;test;0.722587248333333;3;72;150;42;50;700;continuous
analcatdata_happiness;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125204536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769291819291819;train;0.0571368633333333;5;3;36;1;3;42;multinomial
analcatdata_happiness;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125204536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802380952380952;test;0.0571368633333333;5;3;36;1;3;42;multinomial
505_tecator;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0934495448974251;train;0.188044065;3;82;186;2;18;168;continuous
505_tecator;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.104208438095843;test;0.188044065;3;82;186;2;18;168;continuous
segmentation;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997048447036607;train;9.68228999165;3;13;88;8;13;1617;multinomial
segmentation;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997966571019811;test;9.68228999165;3;13;88;8;13;1617;multinomial
mfeat_karhunen;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999801565582512;train;16.0054994166667;3;58;138;64;64;1400;multinomial
mfeat_karhunen;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995937796674225;test;16.0054994166667;3;58;138;64;64;1400;multinomial
616_fri_c4_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831263370714965;train;0.221707988333333;3;90;186;7;49;350;continuous
616_fri_c4_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836649295649315;test;0.221707988333333;3;90;186;7;49;350;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466314269209243;train;0.703747341666667;11;125;522;17;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449810858825948;test;0.703747341666667;11;125;522;17;25;175;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914454610514732;train;0.470649716666667;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916144099733819;test;0.470649716666667;3;45;166;9;9;81648;continuous
schizo;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.551091041570793;train;1.69901709833333;7;13;174;1;13;238;multinomial
schizo;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.457647392290249;test;1.69901709833333;7;13;174;1;13;238;multinomial
analcatdata_boxing1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968149038461539;train;0.569903435;3;160;326;2;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.788461538461538;test;0.569903435;3;160;326;2;3;84;binomial
wine_quality_red;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.76240316929775;train;5.02982711;8;11;168;5;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.667192879212914;test;5.02982711;8;11;168;5;11;1120;multinomial
clean1;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.513718205;3;34;74;2;88;334;binomial
clean1;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.513718205;3;34;74;2;88;334;binomial
mfeat_fourier;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985516260724314;train;6.99861733666667;11;320;662;62;76;1400;multinomial
mfeat_fourier;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974446155392937;test;6.99861733666667;11;320;662;62;76;1400;multinomial
saheart;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798710214270855;train;1.623100015;8;260;536;9;9;324;binomial
saheart;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76726403823178;test;1.623100015;8;260;536;9;9;324;binomial
635_fri_c0_250_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.536948066690545;train;0.382213366666667;8;50;376;10;10;175;continuous
635_fri_c0_250_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.536456607940099;test;0.382213366666667;8;50;376;10;10;175;continuous
cloud;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.569181032096633;train;0.260192935016667;7;6;92;1;6;76;multinomial
cloud;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.287830687830688;test;0.260192935016667;7;6;92;1;6;76;multinomial
shuttle;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859679564021251;train;32.01973268;6;220;452;6;8;40600;multinomial
shuttle;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861637049705665;test;32.01973268;6;220;452;6;8;40600;multinomial
colic;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126102408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877093059446001;train;1.01458343833333;8;22;254;3;22;258;binomial
colic;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126102408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912821559820335;test;1.01458343833333;8;22;254;3;22;258;binomial
segmentation;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998782983843;train;1.682080805;3;160;326;14;14;1617;multinomial
segmentation;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998657213039681;test;1.682080805;3;160;326;14;14;1617;multinomial
buggyCrx;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984642402121139;train;0.918908325;3;160;326;10;14;483;binomial
buggyCrx;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903880070546737;test;0.918908325;3;160;326;10;14;483;binomial
allbp;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976738852682737;train;2.92577322666667;9;209;436;21;25;2641;multinomial
allbp;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979147394387912;test;2.92577322666667;9;209;436;21;25;2641;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837832840236686;train;0.303343778333333;9;3;60;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.58843537414966;test;0.303343778333333;9;3;60;1;3;42;multinomial
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.231271125286409;train;0.0838597533333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.176623027438639;test;0.0838597533333333;3;15;120;3;3;333;continuous
1193_BNG_lowbwt;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.586862532441861;train;15.70650322;11;320;662;7;9;21773;continuous
1193_BNG_lowbwt;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.613360122099707;test;15.70650322;11;320;662;7;9;21773;continuous
666_rmftsa_ladata;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491891899306431;train;0.190525428333333;3;50;166;5;10;356;continuous
666_rmftsa_ladata;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.58491868214714;test;0.190525428333333;3;50;166;5;10;356;continuous
confidence;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951111111111111;test;;-Inf;-Inf;;1;1;51;multinomial
657_fri_c2_250_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760007289857596;train;0.211183383333333;5;50;250;8;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914697391932408;test;0.211183383333333;5;50;250;8;10;175;continuous
waveform_40;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969757005644801;train;22.5419992183333;6;40;262;18;40;3500;multinomial
waveform_40;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124211846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972352011846801;test;22.5419992183333;6;40;262;18;40;3500;multinomial
1191_BNG_pbc;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794892041280163;train;2.22157386;3;84;176;18;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794364477129609;test;2.22157386;3;84;176;18;18;700000;continuous
1089_USCrime;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408044146813846;train;0.0956598166666667;5;15;132;3;3;33;continuous
1089_USCrime;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.370025611327781;test;0.0956598166666667;5;15;132;3;3;33;continuous
analcatdata_cyyoung8092;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897347174163783;train;2.17481700166667;20;356;752;3;7;68;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811688311688312;test;2.17481700166667;20;356;752;3;7;68;binomial
horse_colic;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899059024807528;train;0.99886155335;5;200;410;20;22;258;binomial
horse_colic;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894358974358974;test;0.99886155335;5;200;410;20;22;258;binomial
595_fri_c0_1000_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225968331277651;train;2.36403477333333;15;361;752;6;10;700;continuous
595_fri_c0_1000_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371474892156489;test;2.36403477333333;15;361;752;6;10;700;continuous
yeast;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910135148003417;train;2.03328807333333;7;240;494;8;8;1036;multinomial
yeast;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862793653601486;test;2.03328807333333;7;240;494;8;8;1036;multinomial
601_fri_c1_250_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210274069051416;train;2.02914467001667;11;320;662;4;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35164741382793;test;2.02914467001667;11;320;662;4;5;175;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880304940389155;train;0.17353266;3;90;186;6;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89163168720587;test;0.17353266;3;90;186;6;25;350;continuous
cloud;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.65983645983646;train;0.240683248333333;3;5;36;5;5;76;multinomial
cloud;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.516273849607183;test;0.240683248333333;3;5;36;5;5;76;multinomial
647_fri_c1_250_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213454256761395;train;2.00497108166667;10;294;608;4;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443273187193417;test;2.00497108166667;10;294;608;4;10;175;continuous
phoneme;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802576453485839;train;0.290131541666667;8;20;242;5;5;3783;binomial
phoneme;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.797073706142799;test;0.290131541666667;8;20;242;5;5;3783;binomial
650_fri_c0_500_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.450032813648599;train;0.421962466666667;5;130;270;18;50;350;continuous
650_fri_c0_500_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124204926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.518140186704808;test;0.421962466666667;5;130;270;18;50;350;continuous
spectf;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954648526077098;train;0.416579621666667;6;144;300;21;44;245;binomial
spectf;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836371527777778;test;0.416579621666667;6;144;300;21;44;245;binomial
analcatdata_authorship;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.163007335;3;50;106;70;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999961473262444;test;3.163007335;3;50;106;70;70;589;multinomial
592_fri_c4_1000_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226674594750142;train;3.68132300331667;8;260;536;10;25;700;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320148823631406;test;3.68132300331667;8;260;536;10;25;700;continuous
spambase;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991858987845733;train;5.67648508501667;7;240;494;50;54;3221;binomial
spambase;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975296243786319;test;5.67648508501667;7;240;494;50;54;3221;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883040935672515;train;0.641283111666667;20;16;624;2;4;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981481481481481;test;0.641283111666667;20;16;624;2;4;37;binomial
687_sleuth_ex1605;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.615300037371555;train;0.301886855;5;10;112;4;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.74244087378053;test;0.301886855;5;10;112;4;5;44;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.903095096070368;train;0.66556783;12;50;554;2;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.881548006471408;test;0.66556783;12;50;554;2;10;70;continuous
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621_fri_c0_100_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.773284777070344;test;2.084445825;7;240;494;6;10;70;continuous
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607_fri_c4_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835179560062315;train;0.730790686666667;3;72;150;8;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850194511879042;test;0.730790686666667;3;72;150;8;50;700;continuous
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634_fri_c2_100_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.746082338877157;train;0.873187728333333;3;160;326;9;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.684059646699075;test;0.873187728333333;3;160;326;9;9;70;continuous
analcatdata_asbestos;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860023041474654;train;0.216217921666667;8;12;192;3;3;59;binomial
analcatdata_asbestos;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859259259259259;test;0.216217921666667;8;12;192;3;3;59;binomial
647_fri_c1_250_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800112826786991;train;1.91618558666667;7;240;494;9;10;175;continuous
647_fri_c1_250_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847767078216763;test;1.91618558666667;7;240;494;9;10;175;continuous
562_cpu_small;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316432495673304;train;0.99633846835;5;24;186;3;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.31445665326193;test;0.99633846835;5;24;186;3;12;5735;continuous
banana;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.554293853755956;train;0.07391817;3;8;64;2;2;3710;binomial
banana;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5351929455701;test;0.07391817;3;8;64;2;2;3710;binomial
labor;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958666666666667;train;0.594103066666667;7;15;212;14;15;40;binomial
labor;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983333333333333;test;0.594103066666667;7;15;212;14;15;40;binomial
592_fri_c4_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815727758703429;train;1.87755251001667;7;50;314;16;25;700;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82886400983514;test;1.87755251001667;7;50;314;16;25;700;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840462289253786;train;0.807040981666667;3;160;326;8;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816935078611086;test;0.807040981666667;3;160;326;8;10;350;continuous
vowel;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999699966604693;train;2.27651626166667;7;240;494;10;13;693;multinomial
vowel;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993780582694724;test;2.27651626166667;7;240;494;10;13;693;multinomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.53952393640643;train;0.0337853316666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.526546250684182;test;0.0337853316666667;3;4;32;1;1;849;binomial
flags;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126092730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905493285683344;train;1.61649956333333;6;220;452;40;40;125;multinomial
flags;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126092730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.781105499438833;test;1.61649956333333;6;220;452;40;40;125;multinomial
credit_a;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904512258737611;train;0.589647265;9;56;418;3;14;483;binomial
credit_a;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915176049708153;test;0.589647265;9;56;418;3;14;483;binomial
641_fri_c1_500_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203241336718813;train;1.35884435333333;5;200;410;3;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35309034412856;test;1.35884435333333;5;200;410;3;10;350;continuous
analcatdata_happiness;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.713492063492064;train;0.119856715;3;3;24;1;3;42;multinomial
analcatdata_happiness;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792857142857143;test;0.119856715;3;3;24;1;3;42;multinomial
618_fri_c3_1000_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808605736163058;train;0.44584222;3;71;150;6;50;700;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843190879015858;test;0.44584222;3;71;150;6;50;700;continuous
564_fried;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250002992600175;train;38.2784807916667;2;140;284;5;10;28538;continuous
564_fried;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282359864888502;test;38.2784807916667;2;140;284;5;10;28538;continuous
ionosphere;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952875566399442;train;1.42889492333333;6;220;452;23;32;246;binomial
ionosphere;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124154004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858761987794246;test;1.42889492333333;6;220;452;23;32;246;binomial
607_fri_c4_1000_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181979973204486;train;2.10554303831667;3;160;326;10;50;700;continuous
607_fri_c4_1000_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288868562431195;test;2.10554303831667;3;160;326;10;50;700;continuous
horse_colic;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891572489505974;train;0.698226661666667;3;160;326;5;22;258;binomial
horse_colic;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843937787203959;test;0.698226661666667;3;160;326;5;22;258;binomial
bupa;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697033898305085;train;1.46129774;20;294;628;5;5;242;binomial
bupa;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683257918552036;test;1.46129774;20;294;628;5;5;242;binomial
646_fri_c3_500_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.762167784913416;train;0.583789506666667;10;50;460;5;10;350;continuous
646_fri_c3_500_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891037281329449;test;0.583789506666667;10;50;460;5;10;350;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821560038305575;train;0.938228146666667;3;160;326;9;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890191910441328;test;0.938228146666667;3;160;326;9;10;700;continuous
195_auto_price;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205921351829107;train;1.53410908;9;280;578;7;11;112;continuous
195_auto_price;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413216225291356;test;1.53410908;9;280;578;7;11;112;continuous
mnist;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.815832098110482;train;3.08374073666667;0;5;10;10;592;49000;multinomial
mnist;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125174621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814129521655643;test;3.08374073666667;0;5;10;10;592;49000;multinomial
heart_h;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914678344910903;train;1.02710631333333;5;12;130;4;12;206;binomial
heart_h;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881648158971362;test;1.02710631333333;5;12;130;4;12;206;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906666666666667;train;1.35792705333333;8;260;536;3;6;65;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956521739130435;test;1.35792705333333;8;260;536;3;6;65;binomial
pendigits;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998330994107638;train;1.30708785666667;9;16;252;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998040313612057;test;1.30708785666667;9;16;252;16;16;7695;multinomial
heart_statlog;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976461038961039;train;1.32388132833333;19;52;846;13;13;189;binomial
heart_statlog;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825581395348837;test;1.32388132833333;19;52;846;13;13;189;binomial
flags;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849496967727962;train;14.302759095;14;40;600;20;40;125;multinomial
flags;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.762671156004489;test;14.302759095;14;40;600;20;40;125;multinomial
iris;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994957983193277;train;0.637821981666667;3;160;326;3;3;105;multinomial
iris;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998611111111111;test;0.637821981666667;3;160;326;3;3;105;multinomial
mfeat_fourier;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125093415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993563630753767;train;3.13445068333333;3;160;326;76;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125093415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975283661346417;test;3.13445068333333;3;160;326;76;76;1400;multinomial
616_fri_c4_500_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821523595373978;train;0.46409692;6;150;312;8;49;350;continuous
616_fri_c4_500_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831867447029227;test;0.46409692;6;150;312;8;49;350;continuous
192_vineyard;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529619619776813;train;0.055436165;3;10;74;2;2;37;continuous
192_vineyard;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.575001260213143;test;0.055436165;3;10;74;2;2;37;continuous
hepatitis;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950316169828365;train;1.32666062666667;6;220;452;19;19;109;binomial
hepatitis;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839024390243903;test;1.32666062666667;6;220;452;19;19;109;binomial
banana;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979928963560665;train;1.37106204666667;3;160;326;2;2;3710;binomial
banana;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96470722879501;test;1.37106204666667;3;160;326;2;2;3710;binomial
mnist;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992906896742024;train;101.240529421667;0;100;200;519;523;49000;multinomial
mnist;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991117216497469;test;101.240529421667;0;100;200;519;523;49000;multinomial
cloud;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540888746803069;train;0.304352943333333;7;5;74;1;5;76;multinomial
cloud;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.488756613756614;test;0.304352943333333;7;5;74;1;5;76;multinomial
591_fri_c1_100_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296916662831584;train;3.12846777;15;400;830;8;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507863044871883;test;3.12846777;15;400;830;8;10;70;continuous
mfeat_factors;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125113819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999425022387909;train;2.23394454833333;3;160;326;135;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125113819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996064673948349;test;2.23394454833333;3;160;326;135;135;1400;multinomial
analcatdata_lawsuit;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.170137506683333;3;4;30;2;4;185;binomial
analcatdata_lawsuit;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986486486486486;test;0.170137506683333;3;4;30;2;4;185;binomial
mfeat_zernike;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984131869084333;train;2.83771357666667;5;200;410;32;32;1400;multinomial
mfeat_zernike;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967436947339654;test;2.83771357666667;5;200;410;32;32;1400;multinomial
604_fri_c4_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842873303278999;train;0.262285808333333;6;50;292;6;10;350;continuous
604_fri_c4_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791165550350571;test;0.262285808333333;6;50;292;6;10;350;continuous
analcatdata_happiness;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847222222222222;train;1.74027717833333;10;300;620;2;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.565972222222222;test;1.74027717833333;10;300;620;2;3;42;multinomial
horse_colic;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889089951964204;train;1.03288080333333;5;200;410;2;22;258;binomial
horse_colic;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855213675213675;test;1.03288080333333;5;200;410;2;22;258;binomial
breast_cancer_wisconsin;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999784040600367;train;0.859061098333333;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993992673992674;test;0.859061098333333;3;160;326;22;22;399;binomial
649_fri_c0_500_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473193452115486;train;0.120286133333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433920538698651;test;0.120286133333333;3;25;156;5;5;350;continuous
nikuradse_1;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.201458855352707;train;0.698397373333333;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.227862697379509;test;0.698397373333333;3;160;326;2;2;254;continuous
titanic;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818421337393771;train;0.690492801666667;11;28;432;7;7;1545;binomial
titanic;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125125645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793341217605923;test;0.690492801666667;11;28;432;7;7;1545;binomial
658_fri_c3_250_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.966753993222589;train;0.747881243333333;3;160;326;20;25;175;continuous
658_fri_c3_250_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.970018833095575;test;0.747881243333333;3;160;326;20;25;175;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851265179307267;train;0.82736802;3;160;326;25;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790854506341546;test;0.82736802;3;160;326;25;25;700;continuous
nikuradse_2;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835607207478229;train;0.627958235;3;160;326;0;1;254;continuous
nikuradse_2;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796933097457016;test;0.627958235;3;160;326;0;1;254;continuous
spectf;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88381093544137;train;5.48359925;13;44;554;31;44;245;binomial
spectf;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842702169625247;test;5.48359925;13;44;554;31;44;245;binomial
1199_BNG_echoMonths;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.717319369263674;train;2.482399335;5;184;378;6;9;12248;continuous
1199_BNG_echoMonths;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.708718003808262;test;2.482399335;5;184;378;6;9;12248;continuous
1193_BNG_lowbwt;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.615033093883372;train;5.54662043833333;6;18;170;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.613161256143513;test;5.54662043833333;6;18;170;9;9;21773;continuous
spectf;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125151249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921681493110064;train;6.00890355666667;11;44;474;18;44;245;binomial
spectf;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125151249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815972222222222;test;6.00890355666667;11;44;474;18;44;245;binomial
analcatdata_japansolvent;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912280701754386;train;0.584338356666667;3;160;326;2;5;37;binomial
analcatdata_japansolvent;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925925925925926;test;0.584338356666667;3;160;326;2;5;37;binomial
598_fri_c0_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.533434367326976;train;0.991675148333333;3;160;326;8;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.530421509734735;test;0.991675148333333;3;160;326;8;25;700;continuous
texture;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125205502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999603678857438;train;6.20789074166667;8;196;408;13;14;3850;multinomial
texture;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125205502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999685087107661;test;6.20789074166667;8;196;408;13;14;3850;multinomial
ring;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777050103877456;train;1.102302705;3;160;326;20;20;5180;binomial
ring;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.758035377909998;test;1.102302705;3;160;326;20;20;5180;binomial
allbp;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984839308466236;train;2.85033205;3;160;326;5;25;2641;multinomial
allbp;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983755353993449;test;2.85033205;3;160;326;5;25;2641;multinomial
dis;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125202510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996543778801843;train;3.04862072331667;6;220;452;3;24;2641;binomial
dis;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125202510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883419133419134;test;3.04862072331667;6;220;452;3;24;2641;binomial
profb;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.762588892999548;train;1.611511165;6;220;452;4;9;471;binomial
profb;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.604767063921994;test;1.611511165;6;220;452;4;9;471;binomial
645_fri_c3_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.752860905707165;train;0.794261669983333;3;72;150;21;50;350;continuous
645_fri_c3_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825928228209299;test;0.794261669983333;3;72;150;21;50;350;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820638679122429;train;1.89362431833333;9;50;398;25;25;700;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836513561959228;test;1.89362431833333;9;50;398;25;25;700;continuous
allrep;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899532170243099;train;30.2002802883333;7;25;304;10;25;2641;multinomial
allrep;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858084497947512;test;30.2002802883333;7;25;304;10;25;2641;multinomial
mfeat_morphological;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917871409875755;train;0.0436734466666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911319309817499;test;0.0436734466666667;3;2;16;2;2;1400;multinomial
spectf;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938339438339438;train;5.64357650166667;12;44;516;31;44;245;binomial
spectf;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826822916666667;test;5.64357650166667;12;44;516;31;44;245;binomial
breast_cancer_wisconsin;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125181625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999865403251857;train;1.01879100668333;3;160;326;10;22;399;binomial
breast_cancer_wisconsin;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125181625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980984669811321;test;1.01879100668333;3;160;326;10;22;399;binomial
analcatdata_creditscore;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.243232001666667;3;112;230;6;6;70;binomial
analcatdata_creditscore;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124205529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.243232001666667;3;112;230;6;6;70;binomial
644_fri_c4_250_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248905896650719;train;2.52643805;14;348;724;5;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401205184535219;test;2.52643805;14;348;724;5;24;175;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806340689486873;train;1.38447057333333;5;200;410;20;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835991463264345;test;1.38447057333333;5;200;410;20;50;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245330492359403;train;1.21671280666667;6;220;452;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362112297497869;test;1.21671280666667;6;220;452;5;9;350;continuous
coil2000;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.699228736646011;train;12.96959493335;20;442;924;2;59;6876;binomial
coil2000;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.712650545282124;test;12.96959493335;20;442;924;2;59;6876;binomial
197_cpu_act;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.282169726127172;train;2.67535275166667;13;248;522;5;17;5735;continuous
197_cpu_act;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.284971268351148;test;2.67535275166667;13;248;522;5;17;5735;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.657762476014578;train;27.6046522633333;9;280;578;7;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.690128116633272;test;27.6046522633333;9;280;578;7;9;12248;continuous
heart_c;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931478848204764;train;0.50970268;7;52;334;11;13;213;binomial
heart_c;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124165732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902936784469886;test;0.50970268;7;52;334;11;13;213;binomial
228_elusage;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.397733904826117;train;0.690905583333333;3;160;326;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478497424784696;test;0.690905583333333;3;160;326;1;1;39;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193260363767045;train;4.85540411666667;17;405;844;5;50;700;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292270766039178;test;4.85540411666667;17;405;844;5;50;700;continuous
344_mv;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454798500812135;train;1.13636788666667;3;18;122;7;9;28538;continuous
344_mv;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452664100657291;test;1.13636788666667;3;18;122;7;9;28538;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.624435012910765;train;6.28246129333333;20;260;560;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.627554984463113;test;6.28246129333333;20;260;560;8;9;21773;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765867877355348;train;0.25074717835;7;20;302;2;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.07976928976787;test;0.25074717835;7;20;302;2;4;70;continuous
prnn_fglass;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942031510875955;train;2.92562780833333;15;9;276;9;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929107142857143;test;2.92562780833333;15;9;276;9;9;144;multinomial
192_vineyard;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519857232746485;train;0.720794145;3;160;326;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.546045049627537;test;0.720794145;3;160;326;1;1;37;continuous
profb;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.64592884092661;train;0.723150091666667;13;36;578;3;9;471;binomial
profb;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.679605702829138;test;0.723150091666667;13;36;578;3;9;471;binomial
594_fri_c2_100_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84961531340889;train;0.263537975;7;25;334;1;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.1227147491398;test;0.263537975;7;25;334;1;5;70;continuous
texture;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999810671036772;train;26.2708042016667;3;12;74;11;12;3850;multinomial
texture;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999146479411487;test;26.2708042016667;3;12;74;11;12;3850;multinomial
letter;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965494551927038;train;36.11689429;2;140;284;12;16;14000;multinomial
letter;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967228728532324;test;36.11689429;2;140;284;12;16;14000;multinomial
auto;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920393052633906;train;0.32864972335;7;21;252;15;21;142;multinomial
auto;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880405358124656;test;0.32864972335;7;21;252;15;21;142;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987665716323112;train;37.4984808883333;3;32;136;32;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981687891733688;test;37.4984808883333;3;32;136;32;32;1400;multinomial
analcatdata_happiness;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758913308913309;train;0.0599025983333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.749206349206349;test;0.0599025983333333;3;3;24;1;3;42;multinomial
spectf;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99415663701378;train;3.82804091666667;20;500;1040;36;44;245;binomial
spectf;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876302083333333;test;3.82804091666667;20;500;1040;36;44;245;binomial
588_fri_c4_1000_100;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836858125590894;train;0.664416455;8;190;396;8;100;700;continuous
588_fri_c4_1000_100;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838449639502403;test;0.664416455;8;190;396;8;100;700;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169165242917678;train;2.23538887833333;10;300;620;5;25;350;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124172047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280190995592484;test;2.23538887833333;10;300;620;5;25;350;continuous
adult;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881677020398924;train;14.7757590583333;3;12;72;5;12;34190;binomial
adult;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883931640805004;test;14.7757590583333;3;12;72;5;12;34190;binomial
197_cpu_act;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.107121347841793;train;6.686793355;17;312;658;11;17;5735;continuous
197_cpu_act;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.142812735273274;test;6.686793355;17;312;658;11;17;5735;continuous
637_fri_c1_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.258296809123193;train;6.26692375833333;12;340;704;50;50;350;continuous
637_fri_c1_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443917640364793;test;6.26692375833333;12;340;704;50;50;350;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321781598647161;train;0.611239525;3;160;326;5;5;175;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.489513947061236;test;0.611239525;3;160;326;5;5;175;continuous
schizo;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125141126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678566282776248;train;1.441931165;5;200;410;13;13;238;multinomial
schizo;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125141126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.559037822779385;test;1.441931165;5;200;410;13;13;238;multinomial
ecoli;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974673961022268;train;0.0789292016666667;5;5;56;4;5;229;multinomial
ecoli;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984027777777778;test;0.0789292016666667;5;5;56;4;5;229;multinomial
631_fri_c1_500_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291751775445447;train;0.685067635;3;160;326;5;5;350;continuous
631_fri_c1_500_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422714352412464;test;0.685067635;3;160;326;5;5;350;continuous
allhypo;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807539642857143;train;31.7861475266833;5;25;216;8;25;2639;multinomial
allhypo;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.790732424949671;test;31.7861475266833;5;25;216;8;25;2639;multinomial
556_analcatdata_apnea2;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.301979552779332;train;0.24939602;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.143621889484001;test;0.24939602;3;6;48;0;3;333;continuous
690_visualizing_galaxy;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124211015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.305071371299126;train;0.10226242;3;20;144;3;4;227;continuous
690_visualizing_galaxy;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124211015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.329991313882208;test;0.10226242;3;20;144;3;4;227;continuous
texture;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125202507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999932315348162;train;34.23072793;3;15;88;14;15;3850;multinomial
texture;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125202507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999817131813104;test;34.23072793;3;15;88;14;15;3850;multinomial
210_cloud;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.239481543267537;train;1.46122494;9;258;534;5;5;76;continuous
210_cloud;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.325603034632328;test;1.46122494;9;258;534;5;5;76;continuous
agaricus_lepiota;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.326621881666667;3;48;102;20;20;5702;binomial
agaricus_lepiota;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.326621881666667;3;48;102;20;20;5702;binomial
645_fri_c3_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803780650513274;train;0.490045628333333;3;72;150;4;50;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820762727099969;test;0.490045628333333;3;72;150;4;50;350;continuous
dermatology;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999561403508772;train;3.52461054165;3;25;126;17;25;257;multinomial
dermatology;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990622335890878;test;3.52461054165;3;25;126;17;25;257;multinomial
credit_a;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928221324773049;train;1.84984592333333;9;280;578;11;14;483;binomial
credit_a;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915236258437801;test;1.84984592333333;9;280;578;11;14;483;binomial
wine_recognition;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.27122763;3;112;230;13;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997835497835498;test;0.27122763;3;112;230;13;13;125;multinomial
537_houses;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602914842976276;train;0.169480338333333;3;25;156;5;5;14448;continuous
537_houses;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.596113956957241;test;0.169480338333333;3;25;156;5;5;14448;continuous
cleveland;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.660335036758114;train;1.6342803;6;220;452;12;13;213;multinomial
cleveland;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.631828703703704;test;1.6342803;6;220;452;12;13;213;multinomial
analcatdata_happiness;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862919132149901;train;0.667075716666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.575680272108844;test;0.667075716666667;3;160;326;1;3;42;multinomial
credit_g;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827348326411672;train;0.696153156666667;3;160;326;20;20;700;binomial
credit_g;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784013000863339;test;0.696153156666667;3;160;326;20;20;700;binomial
hypothyroid;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899550243210872;train;1.31135498333333;7;192;398;20;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851010426052259;test;1.31135498333333;7;192;398;20;20;2215;binomial
503_wind;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477361838631239;train;2.06508043833333;9;232;482;11;14;4602;continuous
503_wind;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481973373330289;test;2.06508043833333;9;232;482;11;14;4602;continuous
227_cpu_small;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.34754992370806;train;1.16698217166667;6;24;190;1;12;5735;continuous
227_cpu_small;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.340561032908552;test;1.16698217166667;6;24;190;1;12;5735;continuous
591_fri_c1_100_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.766331973275042;train;0.344190703333333;8;50;386;4;10;70;continuous
591_fri_c1_100_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.08184481279102;test;0.344190703333333;8;50;386;4;10;70;continuous
shuttle;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940591369194552;train;2.43565502;8;8;136;6;8;40600;multinomial
shuttle;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929397026764853;test;2.43565502;8;8;136;6;8;40600;multinomial
597_fri_c2_500_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821213520433459;train;1.75844408166667;7;224;462;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812614523095428;test;1.75844408166667;7;224;462;5;5;350;continuous
ann_thyroid;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993911873659991;train;0.626386576666667;9;20;280;2;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99434561975069;test;0.626386576666667;9;20;280;2;20;5040;multinomial
666_rmftsa_ladata;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.606024292966392;train;0.65404505;3;160;326;4;10;356;continuous
666_rmftsa_ladata;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.423238074601213;test;0.65404505;3;160;326;4;10;356;continuous
breast_cancer;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125181934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74533096926714;train;1.95883562333333;17;348;730;5;9;201;binomial
breast_cancer;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125181934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691;test;1.95883562333333;17;348;730;5;9;201;binomial
nikuradse_1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50095736804825;train;0.0864333216833333;3;4;32;2;2;254;continuous
nikuradse_1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150948_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503631201004292;test;0.0864333216833333;3;4;32;2;2;254;continuous
pendigits;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125192507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998068029948148;train;0.797934526666667;3;16;98;16;16;7695;multinomial
pendigits;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125192507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997361451760972;test;0.797934526666667;3;16;98;16;16;7695;multinomial
satimage;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980738396277812;train;32.5373453333167;3;24;116;20;24;4505;multinomial
satimage;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977523032154819;test;32.5373453333167;3;24;116;20;24;4505;multinomial
biomed;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125205116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964181591003748;train;0.625907603333333;7;8;118;4;8;147;binomial
biomed;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125205116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861111111111111;test;0.625907603333333;7;8;118;4;8;147;binomial
australian;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928935241329129;train;0.47150509;3;14;94;10;14;483;binomial
australian;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92630579297246;test;0.47150509;3;14;94;10;14;483;binomial
calendarDOW;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928358353208639;train;4.41024264333333;20;360;760;10;14;280;multinomial
calendarDOW;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814334100432301;test;4.41024264333333;20;360;760;10;14;280;multinomial
653_fri_c0_250_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124190436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354841412608262;train;0.667003703333333;3;160;326;11;25;175;continuous
653_fri_c0_250_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124190436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.560251005179646;test;0.667003703333333;3;160;326;11;25;175;continuous
cloud;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.110153205;7;6;90;0;6;76;multinomial
cloud;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.110153205;7;6;90;0;6;76;multinomial
654_fri_c0_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.5288818182924;train;0.138461078333333;3;50;166;9;10;350;continuous
654_fri_c0_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535060165421163;test;0.138461078333333;3;50;166;9;10;350;continuous
appendicitis;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882222222222222;train;0.578294751666667;3;160;326;4;4;75;binomial
appendicitis;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853333333333333;test;0.578294751666667;3;160;326;4;4;75;binomial
595_fri_c0_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501248698955007;train;1.14822899833333;10;20;414;6;10;700;continuous
595_fri_c0_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491301062488066;test;1.14822899833333;10;20;414;6;10;700;continuous
crx;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988787506580102;train;3.159198285;20;424;888;11;14;483;binomial
crx;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903688141923436;test;3.159198285;20;424;888;11;14;483;binomial
appendicitis;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873225152129817;train;0.286510921666667;8;16;254;2;4;75;binomial
appendicitis;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805555555555556;test;0.286510921666667;8;16;254;2;4;75;binomial
230_machine_cpu;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.29030503133945;train;1.09779478666667;20;30;862;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.21090746666728;test;1.09779478666667;20;30;862;6;6;147;continuous
1199_BNG_echoMonths;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.715818542495392;train;3.13561809333333;9;216;450;8;9;12248;continuous
1199_BNG_echoMonths;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.705711485993406;test;3.13561809333333;9;216;450;8;9;12248;continuous
dermatology;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999947916666667;train;1.53069819833333;5;200;410;21;25;257;multinomial
dermatology;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.53069819833333;5;200;410;21;25;257;multinomial
new_thyroid;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984653706800446;train;0.664643838333333;3;160;326;1;5;151;multinomial
new_thyroid;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960333145115754;test;0.664643838333333;3;160;326;1;5;151;multinomial
calendarDOW;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990894414927986;train;1.71404651;7;240;494;12;15;280;multinomial
calendarDOW;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857990969500086;test;1.71404651;7;240;494;12;15;280;multinomial
225_puma8NH;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746807935814053;train;0.342626579983333;8;40;376;5;8;5735;continuous
225_puma8NH;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756765159972461;test;0.342626579983333;8;40;376;5;8;5735;continuous
218_house_8L;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372078980449351;train;9.34593185333333;3;160;326;8;8;15949;continuous
218_house_8L;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386506296154852;test;9.34593185333333;3;160;326;8;8;15949;continuous
allhyper;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878500877470551;train;0.623647795;7;24;272;7;24;2640;multinomial
allhyper;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.718584927140255;test;0.623647795;7;24;272;7;24;2640;multinomial
627_fri_c2_500_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803824735775532;train;1.43191781;5;200;410;7;10;350;continuous
627_fri_c2_500_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854943761477806;test;1.43191781;5;200;410;7;10;350;continuous
529_pollen;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439903477656556;train;0.228332828316667;7;20;304;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125133154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454491448829287;test;0.228332828316667;7;20;304;4;4;2694;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817026636797482;train;1.74700763166667;9;20;370;7;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87576774876471;test;1.74700763166667;9;20;370;7;10;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813397707770096;train;0.299289928333333;5;122;270;7;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894036065709649;test;0.299289928333333;5;122;270;7;25;350;continuous
631_fri_c1_500_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808853204092238;train;0.304726583333333;9;25;408;5;5;350;continuous
631_fri_c1_500_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870647272570872;test;0.304726583333333;9;25;408;5;5;350;continuous
german;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839977127128582;train;1.63308147333333;11;298;618;16;20;700;binomial
german;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770861068214495;test;1.63308147333333;11;298;618;16;20;700;binomial
590_fri_c0_1000_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25738845518436;train;2.689889315;9;280;578;11;50;700;continuous
590_fri_c0_1000_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44186615356049;test;2.689889315;9;280;578;11;50;700;continuous
207_autoPrice;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436140051727593;train;0.45476522;3;20;130;3;10;112;continuous
207_autoPrice;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.237897383972904;test;0.45476522;3;20;130;3;10;112;continuous
allhyper;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972128480804422;train;19.16399048;5;24;196;23;24;2640;multinomial
allhyper;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982459207459207;test;19.16399048;5;24;196;23;24;2640;multinomial
allhyper;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987285729631846;train;0.772912186666667;8;25;322;20;25;2640;multinomial
allhyper;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867138151893143;test;0.772912186666667;8;25;322;20;25;2640;multinomial
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473498354278793;train;0.209264606666667;3;90;186;17;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489527171134517;test;0.209264606666667;3;90;186;17;50;700;continuous
650_fri_c0_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30749951190228;train;2.47383031;6;220;452;20;50;350;continuous
650_fri_c0_500_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.520720392943551;test;2.47383031;6;220;452;20;50;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858635133799352;train;0.165725016666667;5;25;240;4;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843473495413747;test;0.165725016666667;5;25;240;4;5;350;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.207470275679317;train;0.0811164266666667;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.232489618648751;test;0.0811164266666667;3;15;120;3;3;333;continuous
adult;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899089408121734;train;16.69098178;8;212;440;10;12;34190;binomial
adult;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892680928142975;test;16.69098178;8;212;440;10;12;34190;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124185228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99946161300743;train;1.194832435;3;22;128;18;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124185228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989239386792453;test;1.194832435;3;22;128;18;22;399;binomial
687_sleuth_ex1605;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.623193627849516;train;0.212895931666667;7;10;150;5;5;44;continuous
687_sleuth_ex1605;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.665697724004563;test;0.212895931666667;7;10;150;5;5;44;continuous
wdbc;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993261240144897;train;0.389106796666667;5;79;250;8;21;399;binomial
wdbc;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989090909090909;test;0.389106796666667;5;79;250;8;21;399;binomial
texture;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124190938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997433839145463;train;3.30140737333333;3;160;326;13;13;3850;multinomial
texture;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124190938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996751291761238;test;3.30140737333333;3;160;326;13;13;3850;multinomial
iris;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997916666666667;train;0.652069851666667;3;160;326;3;3;105;multinomial
iris;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985185185185185;test;0.652069851666667;3;160;326;3;3;105;multinomial
643_fri_c2_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.877557829762945;train;0.185196703333333;3;90;186;6;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88424108167073;test;0.185196703333333;3;90;186;6;25;350;continuous
ring;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777520220921468;train;0.542549868333333;6;66;292;20;20;5180;binomial
ring;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757866088131366;test;0.542549868333333;6;66;292;20;20;5180;binomial
new_thyroid;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.583712411666667;6;5;66;5;5;151;multinomial
new_thyroid;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997364953886693;test;0.583712411666667;6;5;66;5;5;151;multinomial
590_fri_c0_1000_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.552113966380723;train;0.217397248333333;3;90;186;4;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.556360692270667;test;0.217397248333333;3;90;186;4;50;700;continuous
waveform_21;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985919222760543;train;3.10964439;3;160;326;21;21;3500;multinomial
waveform_21;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963279992919082;test;3.10964439;3;160;326;21;21;3500;multinomial
657_fri_c2_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290219271141377;train;2.08140671666667;12;319;662;3;10;175;continuous
657_fri_c2_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42230068947115;test;2.08140671666667;12;319;662;3;10;175;continuous
movement_libras;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986673857021309;train;24.970275965;7;22;260;15;22;252;multinomial
movement_libras;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953968493923142;test;24.970275965;7;22;260;15;22;252;multinomial
659_sleuth_ex1714;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.402705807523541;train;1.80839051833333;12;340;704;1;3;33;continuous
659_sleuth_ex1714;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510018014729196;test;1.80839051833333;12;340;704;1;3;33;continuous
haberman;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125152539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742727272727273;train;0.313690943333333;13;12;298;3;3;215;binomial
haberman;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125152539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670118343195266;test;0.313690943333333;13;12;298;3;3;215;binomial
556_analcatdata_apnea2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.240803310730544;train;0.0884740133333333;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.598206838489672;test;0.0884740133333333;3;15;120;0;3;333;continuous
page_blocks;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9940225812541;train;3.639053165;8;260;536;3;7;3832;multinomial
page_blocks;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958652166054934;test;3.639053165;8;260;536;3;7;3832;multinomial
horse_colic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946403895505692;train;0.724744768333333;3;160;326;17;22;258;binomial
horse_colic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885641025641026;test;0.724744768333333;3;160;326;17;22;258;binomial
557_analcatdata_apnea1;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.172616923802048;train;0.27704693335;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297329387640363;test;0.27704693335;3;6;48;3;3;333;continuous
wine_quality_white;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735629199764271;train;6.66467286;10;252;524;11;11;3429;multinomial
wine_quality_white;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.623531372501156;test;6.66467286;10;252;524;11;11;3429;multinomial
fars;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910119398456474;train;37.02774666;1;120;242;21;21;70678;multinomial
fars;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920641776604466;test;37.02774666;1;120;242;21;21;70678;multinomial
617_fri_c3_500_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210214846716428;train;2.43583727;11;304;630;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358039527722561;test;2.43583727;11;304;630;5;5;350;continuous
analcatdata_authorship;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999875200490935;train;1.01423562833333;3;160;326;70;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.01423562833333;3;160;326;70;70;589;multinomial
yeast;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910220077418628;train;4.974261765;20;460;960;7;8;1036;multinomial
yeast;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881183304783189;test;4.974261765;20;460;960;7;8;1036;multinomial
bupa;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125114556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.689792990366879;train;0.63045118;3;160;326;4;5;242;binomial
bupa;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125114556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.64607170099161;test;0.63045118;3;160;326;4;5;242;binomial
344_mv;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452491475222899;train;2.26948950333333;6;18;230;9;9;28538;continuous
344_mv;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453543186949043;test;2.26948950333333;6;18;230;9;9;28538;continuous
collins;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997477432537691;train;11.9567807;3;20;112;2;20;340;multinomial
collins;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998119151380021;test;11.9567807;3;20;112;2;20;340;multinomial
analcatdata_cyyoung8092;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125161915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929559748427673;train;0.388725923333333;10;7;150;3;7;68;binomial
analcatdata_cyyoung8092;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125161915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833333333333333;test;0.388725923333333;10;7;150;3;7;68;binomial
519_vinnie;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486380873179272;train;0.940454846666667;3;160;326;2;2;266;continuous
519_vinnie;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45361114073421;test;0.940454846666667;3;160;326;2;2;266;continuous
analcatdata_asbestos;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125131823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941379310344828;train;1.47788629833333;9;269;556;2;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125131823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.72265625;test;1.47788629833333;9;269;556;2;3;59;binomial
653_fri_c0_250_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.428886008586344;train;2.52172876666667;9;50;402;14;25;175;continuous
653_fri_c0_250_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600121069983487;test;2.52172876666667;9;50;402;14;25;175;continuous
mfeat_karhunen;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999206378290724;train;23.147032415;3;52;138;53;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997673311649441;test;23.147032415;3;52;138;53;64;1400;multinomial
analcatdata_japansolvent;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989705882352941;train;3.046597425;14;380;788;3;4;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883928571428571;test;3.046597425;14;380;788;3;4;37;binomial
665_sleuth_case2002;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.67006013973087;train;0.851733683333333;14;12;342;3;6;103;continuous
665_sleuth_case2002;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796753884816858;test;0.851733683333333;14;12;342;3;6;103;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840690675093055;train;1.71056352;6;220;452;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841847904224404;test;1.71056352;6;220;452;5;10;700;continuous
596_fri_c2_250_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207979129342085;train;1.30477574833333;10;259;538;5;5;175;continuous
596_fri_c2_250_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380825561609789;test;1.30477574833333;10;259;538;5;5;175;continuous
agaricus_lepiota;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.370859958333333;3;48;102;20;20;5702;binomial
agaricus_lepiota;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125180457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.370859958333333;3;48;102;20;20;5702;binomial
german;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933502757132582;train;0.931544656666667;3;160;326;5;20;700;binomial
german;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.746949384404925;test;0.931544656666667;3;160;326;5;20;700;binomial
titanic;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785382775119617;train;1.75764255166667;16;8;252;2;8;1545;binomial
titanic;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789546137598386;test;1.75764255166667;16;8;252;2;8;1545;binomial
hungarian;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88716744913928;train;1.605916145;8;260;536;7;12;206;binomial
hungarian;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927762803234501;test;1.605916145;8;260;536;7;12;206;binomial
allbp;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977924233078872;train;32.9322389883167;9;25;320;23;25;2641;multinomial
allbp;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975859068618285;test;32.9322389883167;9;25;320;23;25;2641;multinomial
backache;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125131955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.89690545501667;20;124;888;22;31;126;binomial
backache;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125131955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.720364741641337;test;1.89690545501667;20;124;888;22;31;126;binomial
allhypo;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976961365333962;train;6.67559164333333;13;360;746;7;24;2639;multinomial
allhypo;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962523880218405;test;6.67559164333333;13;360;746;7;24;2639;multinomial
tokyo1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967768635279225;train;0.674339686666667;9;84;418;8;21;672;binomial
tokyo1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125201243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962479524979525;test;0.674339686666667;9;84;418;8;21;672;binomial
225_puma8NH;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125132949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.737983899980553;train;0.273644271666667;6;40;292;2;8;5735;continuous
225_puma8NH;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125132949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770472371824699;test;0.273644271666667;6;40;292;2;8;5735;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124204507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834316652833222;train;2.35240919;20;316;672;12;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124204507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850000058808307;test;2.35240919;20;316;672;12;50;700;continuous
294_satellite_image;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125101007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469984602846457;train;1.98779552333333;3;53;146;27;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125101007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453154756821367;test;1.98779552333333;3;53;146;27;27;4505;continuous
adult;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898466612736491;train;2.61418574665;6;47;292;9;12;34190;binomial
adult;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894541687277614;test;2.61418574665;6;47;292;9;12;34190;binomial
4544_GeographicalOriginalofMusic;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462950817632143;train;1.63221690166667;7;138;318;36;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.397004611504907;test;1.63221690166667;7;138;318;36;72;742;continuous
574_house_16H;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48350215030363;train;0.536779086666667;7;75;344;15;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48192641576963;test;0.536779086666667;7;75;344;15;15;15949;continuous
spambase;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819000576483355;train;8.63375431666667;12;53;514;15;54;3221;binomial
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656_fri_c1_100_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799587295725164;train;1.000679685;3;160;326;5;5;70;continuous
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560_bodyfat;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0135602064945077;train;1.58387053833333;5;200;410;3;13;177;continuous
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1030_ERA;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733229618101662;train;0.234703496666667;7;20;248;4;4;700;continuous
1030_ERA;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793772354586939;test;0.234703496666667;7;20;248;4;4;700;continuous
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595_fri_c0_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311392985743004;train;2.35908437666667;15;288;606;7;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441837969943709;test;2.35908437666667;15;288;606;7;10;700;continuous
633_fri_c0_500_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489275186561104;train;0.954408435;5;50;234;23;25;350;continuous
633_fri_c0_500_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512338215754785;test;0.954408435;5;50;234;23;25;350;continuous
561_cpu;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.14171561683965;train;1.57774378;12;14;352;6;7;147;continuous
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564_fried;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124192946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251953632068734;train;40.1121555116667;2;140;284;5;10;28538;continuous
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616_fri_c4_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818318125607794;train;2.67905799666667;9;98;402;6;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838334057024244;test;2.67905799666667;9;98;402;6;49;350;continuous
644_fri_c4_250_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818260511036552;train;2.30236812166667;8;50;360;21;25;175;continuous
644_fri_c4_250_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835737532687855;test;2.30236812166667;8;50;360;21;25;175;continuous
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593_fri_c1_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124213132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183039498933416;train;1.59903482;6;220;452;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124213132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254286832069077;test;1.59903482;6;220;452;5;10;700;continuous
1096_FacultySalaries;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.93605031010504;train;0.54758118;3;155;316;0;2;35;continuous
1096_FacultySalaries;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.654978028209139;test;0.54758118;3;155;316;0;2;35;continuous
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562_cpu_small;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.171808918793687;test;26.8121940683333;13;296;618;11;12;5735;continuous
banana;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.551059577760584;train;0.099592725;3;2;16;2;2;3710;binomial
banana;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.543920052010065;test;0.099592725;3;2;16;2;2;3710;binomial
633_fri_c0_500_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511067061278288;train;0.737061808333333;3;50;150;11;25;350;continuous
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penguins;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99979967948718;train;0.69772573;3;160;326;5;7;241;multinomial
penguins;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.69772573;3;160;326;5;7;241;multinomial
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.525293292613787;train;1.22101104666667;5;50;230;14;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.547714859324526;test;1.22101104666667;5;50;230;14;25;700;continuous
collins;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.49043954333333;3;160;326;2;20;340;multinomial
collins;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.49043954333333;3;160;326;2;20;340;multinomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5;train;0.813596756666667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5;test;0.813596756666667;3;160;326;1;1;849;binomial
594_fri_c2_100_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280234300859681;train;1.48788075666667;8;260;536;2;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.602257719027231;test;1.48788075666667;8;260;536;2;5;70;continuous
654_fri_c0_500_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.532848622333451;train;1.39727528166667;5;200;410;8;10;350;continuous
654_fri_c0_500_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.502877915814309;test;1.39727528166667;5;200;410;8;10;350;continuous
analcatdata_lawsuit;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996146435452794;train;0.617985573333333;3;160;326;2;4;185;binomial
analcatdata_lawsuit;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.617985573333333;3;160;326;2;4;185;binomial
599_fri_c2_1000_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809737800778568;train;0.124176113333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807905233496058;test;0.124176113333333;3;25;156;5;5;700;continuous
649_fri_c0_500_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464745864057659;train;0.606517776666667;6;10;132;5;5;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453475289638658;test;0.606517776666667;6;10;132;5;5;350;continuous
schizo;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643823716145966;train;1.2745463;5;13;132;1;13;238;multinomial
schizo;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642426303854875;test;1.2745463;5;13;132;1;13;238;multinomial
adult;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126112147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905831630220342;train;2.49181309333333;5;48;250;9;12;34190;binomial
adult;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126112147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899743140491118;test;2.49181309333333;5;48;250;9;12;34190;binomial
646_fri_c3_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791477991685246;train;0.11291006;3;45;166;5;9;350;continuous
646_fri_c3_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82655656934222;test;0.11291006;3;45;166;5;9;350;continuous
mfeat_karhunen;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999751425568232;train;18.2397406283333;3;59;138;50;64;1400;multinomial
mfeat_karhunen;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994043682648046;test;18.2397406283333;3;59;138;50;64;1400;multinomial
529_pollen;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404242111481167;train;7.36422062333333;20;356;752;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.504600988405581;test;7.36422062333333;20;356;752;4;4;2694;continuous
shuttle;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957594637889436;train;32.0961257716667;7;240;494;4;8;40600;multinomial
shuttle;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957608023956024;test;32.0961257716667;7;240;494;4;8;40600;multinomial
228_elusage;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287124449266848;train;0.643397718333333;3;160;326;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.505653132581;test;0.643397718333333;3;160;326;1;1;39;continuous
cleve;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971433704635286;train;2.36454281166667;10;13;256;13;13;213;binomial
cleve;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848320158102767;test;2.36454281166667;10;13;256;13;13;213;binomial
601_fri_c1_250_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786207720472898;train;0.31758854;7;10;152;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855006356180019;test;0.31758854;7;10;152;5;5;175;continuous
210_cloud;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.248922050825243;train;0.392730203333333;9;25;408;3;5;76;continuous
210_cloud;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423385477974719;test;0.392730203333333;9;25;408;3;5;76;continuous
colic;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878867102396514;train;3.602315185;12;22;434;3;22;258;binomial
colic;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903634136382197;test;3.602315185;12;22;434;3;22;258;binomial
optdigits;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125192810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998172529240506;train;1.70287173666667;5;57;222;31;60;3934;multinomial
optdigits;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125192810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996336941064339;test;1.70287173666667;5;57;222;31;60;3934;multinomial
634_fri_c2_100_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81746575676161;train;0.286243336666667;3;20;136;2;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792284855137356;test;0.286243336666667;3;20;136;2;10;70;continuous
631_fri_c1_500_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80711806912577;train;0.338876948333333;3;10;72;5;5;350;continuous
631_fri_c1_500_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.870029785329215;test;0.338876948333333;3;10;72;5;5;350;continuous
churn;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860440825091894;train;0.970801133333333;12;60;544;12;15;3500;binomial
churn;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865121009511253;test;0.970801133333333;12;60;544;12;15;3500;binomial
analcatdata_authorship;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.04859836166667;3;63;138;51;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999785791339189;test;4.04859836166667;3;63;138;51;70;589;multinomial
589_fri_c2_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186423829828555;train;4.04737540166667;12;276;576;6;25;700;continuous
589_fri_c2_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289339655810229;test;4.04737540166667;12;276;576;6;25;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485719209045737;train;0.219861065;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482819172054556;test;0.219861065;3;10;72;5;5;700;continuous
tokyo1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993500429216938;train;1.04346152833333;3;160;326;7;21;672;binomial
tokyo1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960758230794812;test;1.04346152833333;3;160;326;7;21;672;binomial
flags;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868769473838918;train;4.159785405;19;480;998;14;39;125;multinomial
flags;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741375661375661;test;4.159785405;19;480;998;14;39;125;multinomial
profb;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.759129696283415;train;3.56386032833333;16;420;872;8;9;471;binomial
profb;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124163827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.608305274971942;test;3.56386032833333;16;420;872;8;9;471;binomial
waveform_40;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971080712685325;train;0.661171208333333;7;40;304;38;40;3500;multinomial
waveform_40;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970911810030866;test;0.661171208333333;7;40;304;38;40;3500;multinomial
505_tecator;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0421133024272062;train;0.684549201666667;3;160;326;2;19;168;continuous
505_tecator;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.100377793773063;test;0.684549201666667;3;160;326;2;19;168;continuous
dis;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825476398057043;train;2.97173676166667;12;263;550;22;24;2641;binomial
dis;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732689832689833;test;2.97173676166667;12;263;550;22;24;2641;binomial
227_cpu_small;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.29779179795771;train;3.834577945;11;288;598;4;12;5735;continuous
227_cpu_small;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278706662673991;test;3.834577945;11;288;598;4;12;5735;continuous
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980392156862745;train;0.057105865;3;12;74;2;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928571428571429;test;0.057105865;3;12;74;2;3;35;binomial
analcatdata_creditscore;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989795918367347;train;0.05885599;3;24;70;1;6;70;binomial
analcatdata_creditscore;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.05885599;3;24;70;1;6;70;binomial
627_fri_c2_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182089110567776;train;2.23629084166667;11;316;654;6;10;350;continuous
627_fri_c2_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363872987028801;test;2.23629084166667;11;316;654;6;10;350;continuous
644_fri_c4_250_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329394137106342;train;1.96394057665;7;240;494;3;25;175;continuous
644_fri_c4_250_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.514825892081542;test;1.96394057665;7;240;494;3;25;175;continuous
1089_USCrime;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.365589258576979;train;0.229125605;7;20;286;3;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.385009740136792;test;0.229125605;7;20;286;3;4;33;continuous
prnn_synth;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960522875816993;train;2.22729085333333;13;360;746;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942857142857143;test;2.22729085333333;13;360;746;2;2;175;binomial
228_elusage;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.374616623518718;train;0.03193837;3;5;40;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464587598311931;test;0.03193837;3;5;40;1;1;39;continuous
344_mv;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.138555817518546;train;3.32324415;5;200;410;5;9;28538;continuous
344_mv;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139432360858081;test;3.32324415;5;200;410;5;9;28538;continuous
584_fri_c4_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205592197155093;train;3.25185286833333;16;352;736;4;25;350;continuous
584_fri_c4_500_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300629830764375;test;3.25185286833333;16;352;736;4;25;350;continuous
pima;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125183212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822737175678352;train;1.521720735;8;260;536;7;8;538;binomial
pima;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125183212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833706189410887;test;1.521720735;8;260;536;7;8;538;binomial
texture;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999644283903739;train;4.19873223333333;6;220;452;12;13;3850;multinomial
texture;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997997994172474;test;4.19873223333333;6;220;452;12;13;3850;multinomial
218_house_8L;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446298797057462;train;0.256591731666667;3;40;166;8;8;15949;continuous
218_house_8L;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445552919373171;test;0.256591731666667;3;40;166;8;8;15949;continuous
562_cpu_small;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194587617245283;train;5.24057809;9;24;392;12;12;5735;continuous
562_cpu_small;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.216394117815959;test;5.24057809;9;24;392;12;12;5735;continuous
yeast;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892028100695191;train;0.215123866666667;7;8;118;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883762288098235;test;0.215123866666667;7;8;118;7;8;1036;multinomial
cmc;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708569553823764;train;3.165178695;11;9;204;3;9;1032;multinomial
cmc;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734902168850518;test;3.165178695;11;9;204;3;9;1032;multinomial
prnn_crabs;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.571646721666667;3;160;326;3;3;140;binomial
prnn_crabs;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957589285714286;test;0.571646721666667;3;160;326;3;3;140;binomial
coil2000;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.743741410464641;train;6.4114482;20;183;880;10;59;6876;binomial
coil2000;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648037511195406;test;6.4114482;20;183;880;10;59;6876;binomial
631_fri_c1_500_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228890268833345;train;0.707753153333333;3;160;326;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124182345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355805711540069;test;0.707753153333333;3;160;326;5;5;350;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342332531658399;train;0.52172226;3;160;326;2;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.451973261936156;test;0.52172226;3;160;326;2;5;175;continuous
new_thyroid;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.184402568333333;3;5;36;5;5;151;multinomial
new_thyroid;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996049382716049;test;0.184402568333333;3;5;36;5;5;151;multinomial
653_fri_c0_250_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423268677744221;train;0.160382523333333;3;90;186;22;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.519247488873763;test;0.160382523333333;3;90;186;22;25;175;continuous
503_wind;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455739880020197;train;1.789690405;6;204;420;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45336540606559;test;1.789690405;6;204;420;14;14;4602;continuous
spambase;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985796427095041;train;1.53146002333333;5;200;410;50;54;3221;binomial
spambase;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977282622079932;test;1.53146002333333;5;200;410;50;54;3221;binomial
allhyper;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878382661440532;train;2.785325675;3;160;326;24;24;2640;multinomial
allhyper;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981990093240093;test;2.785325675;3;160;326;24;24;2640;multinomial
satimage;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980105920203138;train;3.097238135;3;160;326;25;25;4505;multinomial
satimage;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974195739224844;test;3.097238135;3;160;326;25;25;4505;multinomial
fars;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733566079393202;train;35.4618271716667;0;100;200;2;21;70678;multinomial
fars;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75018953384806;test;35.4618271716667;0;100;200;2;21;70678;multinomial
678_visualizing_environmental;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.759242764634314;train;1.45119276833333;20;283;606;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790302931977725;test;1.45119276833333;20;283;606;3;3;78;continuous
breast;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988096590909091;train;1.14053102333333;3;160;326;3;9;490;binomial
breast;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981336805555556;test;1.14053102333333;3;160;326;3;9;490;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869239631336406;train;0.17791913;6;3;42;3;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874074074074074;test;0.17791913;6;3;42;3;3;59;binomial
579_fri_c0_250_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485730712254829;train;0.869159825;3;160;326;5;5;175;continuous
579_fri_c0_250_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48693627065775;test;0.869159825;3;160;326;5;5;175;continuous
228_elusage;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483307258819672;train;0.5958017;3;160;326;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.334685616567995;test;0.5958017;3;160;326;1;1;39;continuous
agaricus_lepiota;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999797300096467;train;2.11266497666667;3;160;326;8;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99983909420766;test;2.11266497666667;3;160;326;8;20;5702;binomial
564_fried;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488419645810013;train;0.247045315;3;50;166;10;10;28538;continuous
564_fried;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490567606049354;test;0.247045315;3;50;166;10;10;28538;continuous
cloud;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;2.13338075666667;7;240;494;1;7;76;multinomial
cloud;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;2.13338075666667;7;240;494;1;7;76;multinomial
cleveland;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.638757291666667;train;0.836961398333333;3;160;326;13;13;213;multinomial
cleveland;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125154753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.72481884057971;test;0.836961398333333;3;160;326;13;13;213;multinomial
contraceptive;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.740658251735938;train;1.81332462;8;212;440;7;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125204852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.69951703763856;test;1.81332462;8;212;440;7;9;1032;multinomial
hypothyroid;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998137934703577;train;1.83193744168333;3;160;326;5;20;2215;binomial
hypothyroid;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993941069991955;test;1.83193744168333;3;160;326;5;20;2215;binomial
australian;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968251757989278;train;1.67804033833333;7;240;494;12;13;483;binomial
australian;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125105526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943937969924812;test;1.67804033833333;7;240;494;12;13;483;binomial
clean2;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999993902810804;train;7.24157905333333;8;260;536;16;105;4619;binomial
clean2;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998989815449325;test;7.24157905333333;8;260;536;16;105;4619;binomial
wine_recognition;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997964391460184;train;0.706687081666667;3;160;326;13;13;125;multinomial
wine_recognition;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993311036789298;test;0.706687081666667;3;160;326;13;13;125;multinomial
labor;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996;train;0.566164523333333;3;160;326;5;16;40;binomial
labor;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966666666666667;test;0.566164523333333;3;160;326;5;16;40;binomial
653_fri_c0_250_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314913974106891;train;1.92980672;6;220;452;18;25;175;continuous
653_fri_c0_250_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.576383063284761;test;1.92980672;6;220;452;18;25;175;continuous
mfeat_karhunen;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.507668306666667;3;54;138;28;64;1400;multinomial
mfeat_karhunen;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965360966320254;test;0.507668306666667;3;54;138;28;64;1400;multinomial
clean1;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.848107193333333;3;160;326;1;95;334;binomial
clean1;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.848107193333333;3;160;326;1;95;334;binomial
605_fri_c2_250_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873852442855018;train;1.22869426331667;6;220;452;2;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901138632307836;test;1.22869426331667;6;220;452;2;25;175;continuous
522_pm10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868178430665463;train;0.635562460016667;3;160;326;7;7;350;continuous
522_pm10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850541740412907;test;0.635562460016667;3;160;326;7;7;350;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221002957559129;train;5.45030254166667;9;248;514;42;50;700;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417480905702645;test;5.45030254166667;9;248;514;42;50;700;continuous
wine_recognition;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999676060900551;train;0.684198981666667;3;160;326;13;13;125;multinomial
wine_recognition;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.684198981666667;3;160;326;13;13;125;multinomial
flags;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124201937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808091293047433;train;1.01569759166667;3;160;326;34;40;125;multinomial
flags;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124201937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.783619528619529;test;1.01569759166667;3;160;326;34;40;125;multinomial
1089_USCrime;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456912560205182;train;1.19525475831667;7;240;494;2;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.696853459441634;test;1.19525475831667;7;240;494;2;5;33;continuous
695_chatfield_4;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.305449827297842;train;0.287315748333333;5;45;250;4;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.380360220917369;test;0.287315748333333;5;45;250;4;9;165;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857217849994537;train;0.351990348333333;7;50;334;6;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832427338592257;test;0.351990348333333;7;50;334;6;10;350;continuous
analcatdata_aids;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799342105263158;train;0.43542119;16;12;380;2;3;35;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703703703703704;test;0.43542119;16;12;380;2;3;35;binomial
695_chatfield_4;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261159863567404;train;0.58330336;3;160;326;2;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33070168060897;test;0.58330336;3;160;326;2;9;165;continuous
wdbc;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996042855604609;train;1.79727516;5;22;178;17;22;399;binomial
wdbc;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983932783018868;test;1.79727516;5;22;178;17;22;399;binomial
594_fri_c2_100_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864561935151013;train;0.79711139;3;160;326;2;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.975625672438471;test;0.79711139;3;160;326;2;4;70;continuous
letter;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991977662118637;train;16.8750698816667;7;240;494;16;16;14000;multinomial
letter;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988977217109134;test;16.8750698816667;7;240;494;16;16;14000;multinomial
192_vineyard;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126105419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460631040844461;train;0.490966901666667;3;160;326;2;2;37;continuous
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542_pollution;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.618018101034298;train;1.27286841666667;6;220;452;6;10;42;continuous
542_pollution;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.625636615176718;test;1.27286841666667;6;220;452;6;10;42;continuous
analcatdata_bankruptcy;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0788390183333333;3;12;92;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946428571428571;test;0.0788390183333333;3;12;92;3;3;35;binomial
654_fri_c0_500_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124185343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.520179137934549;train;0.239119875;6;50;292;6;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124185343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535415071211258;test;0.239119875;6;50;292;6;10;350;continuous
profb;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125203559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.681119408913959;train;0.657759533333333;3;160;326;2;9;471;binomial
profb;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125203559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.68161938534279;test;0.657759533333333;3;160;326;2;9;471;binomial
agaricus_lepiota;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99971651249953;train;1.70667823833333;3;160;326;20;20;5702;binomial
agaricus_lepiota;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999836426262434;test;1.70667823833333;3;160;326;20;20;5702;binomial
dis;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126112714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81289699838087;train;2.159368945;20;96;880;23;24;2641;binomial
dis;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126112714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741806091806092;test;2.159368945;20;96;880;23;24;2641;binomial
609_fri_c0_1000_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478336084748931;train;0.857082796666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487284298288707;test;0.857082796666667;3;160;326;5;5;700;continuous
heart_h;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888320545609548;train;1.53584955835;7;240;494;12;12;206;binomial
heart_h;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829473684210526;test;1.53584955835;7;240;494;12;12;206;binomial
228_elusage;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126104509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.44719070921352;train;0.022770635;3;2;16;1;1;39;continuous
228_elusage;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126104509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466834268319629;test;0.022770635;3;2;16;1;1;39;continuous
606_fri_c2_1000_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809036265542806;train;2.34918487666667;6;220;452;9;10;700;continuous
606_fri_c2_1000_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806769625958992;test;2.34918487666667;6;220;452;9;10;700;continuous
confidence;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942592592592593;train;0.7467351;3;160;326;1;1;51;multinomial
confidence;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954444444444444;test;0.7467351;3;160;326;1;1;51;multinomial
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181648437909774;train;1.37423379833333;3;160;326;7;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317955192657098;test;1.37423379833333;3;160;326;7;25;700;continuous
analcatdata_aids;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802631578947369;train;0.0872705166666667;3;12;82;2;3;35;binomial
analcatdata_aids;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.685185185185185;test;0.0872705166666667;3;12;82;2;3;35;binomial
4544_GeographicalOriginalofMusic;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496731517173896;train;0.790501271666667;5;112;234;20;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501682280181641;test;0.790501271666667;5;112;234;20;72;742;continuous
analcatdata_aids;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911184210526316;train;0.396629945;16;12;388;3;3;35;binomial
analcatdata_aids;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.481481481481482;test;0.396629945;16;12;388;3;3;35;binomial
analcatdata_boxing2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678300094966762;train;0.488103951666667;3;144;294;2;3;93;binomial
analcatdata_boxing2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693850267379679;test;0.488103951666667;3;144;294;2;3;93;binomial
617_fri_c3_500_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125141852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838511475285335;train;0.119880916666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125141852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908315650895883;test;0.119880916666667;3;25;156;5;5;350;continuous
allhypo;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843942469715666;train;0.691022420016667;8;25;336;8;25;2639;multinomial
allhypo;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839455233552456;test;0.691022420016667;8;25;336;8;25;2639;multinomial
527_analcatdata_election2000;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393959088482904;train;1.08395038333333;5;200;410;1;1;47;continuous
527_analcatdata_election2000;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385232267907748;test;1.08395038333333;5;200;410;1;1;47;continuous
breast_w;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988801636896533;train;0.892635788333333;3;160;326;7;8;490;binomial
breast_w;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989608678021087;test;0.892635788333333;3;160;326;7;8;490;binomial
519_vinnie;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472596617629704;train;0.0573689983333333;3;10;80;1;2;266;continuous
519_vinnie;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48973666533773;test;0.0573689983333333;3;10;80;1;2;266;continuous
601_fri_c1_250_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822929361215618;train;0.114265461666667;3;25;156;5;5;175;continuous
601_fri_c1_250_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756161649670663;test;0.114265461666667;3;25;156;5;5;175;continuous
labor;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997333333333333;train;1.02034745668333;5;200;410;10;15;40;binomial
labor;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95;test;1.02034745668333;5;200;410;10;15;40;binomial
breast_cancer;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.75108348540146;train;1.17089918833333;8;9;150;6;9;201;binomial
breast_cancer;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.689360119047619;test;1.17089918833333;8;9;150;6;9;201;binomial
594_fri_c2_100_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892756408333627;train;0.298513538333333;9;10;196;1;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818085792453259;test;0.298513538333333;9;10;196;1;5;70;continuous
adult;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906484107321426;train;14.36799004;7;208;430;10;12;34190;binomial
adult;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902469692255128;test;14.36799004;7;208;430;10;12;34190;binomial
letter;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952830967900525;train;34.04568473;2;140;284;8;16;14000;multinomial
letter;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952073189719711;test;34.04568473;2;140;284;8;16;14000;multinomial
595_fri_c0_1000_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.472667713547918;train;1.262055435;6;204;420;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508343136855676;test;1.262055435;6;204;420;6;10;700;continuous
mfeat_factors;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125192109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999993072655801;train;21.2512544100167;3;66;138;104;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125192109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998427174231127;test;21.2512544100167;3;66;138;104;137;1400;multinomial
penguins;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998547734073973;train;1.270248865;5;200;410;5;7;241;multinomial
penguins;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.270248865;5;200;410;5;7;241;multinomial
626_fri_c2_500_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792332126921774;train;1.65413581168333;9;280;578;19;50;350;continuous
626_fri_c2_500_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880413104478581;test;1.65413581168333;9;280;578;19;50;350;continuous
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breast;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990258487654321;test;1.01958789666667;3;160;326;9;9;490;binomial
flags;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.755633450911229;train;0.798930805;3;160;326;14;39;125;multinomial
flags;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.733765432098766;test;0.798930805;3;160;326;14;39;125;multinomial
cloud;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996488704177323;train;0.605307863333333;3;160;326;1;5;76;multinomial
cloud;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938492063492063;test;0.605307863333333;3;160;326;1;5;76;multinomial
analcatdata_boxing1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777777777777778;train;0.283802738333333;10;12;262;3;3;84;binomial
analcatdata_boxing1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.647619047619048;test;0.283802738333333;10;12;262;3;3;84;binomial
197_cpu_act;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324869134148613;train;0.316581676666667;5;85;260;4;17;5735;continuous
197_cpu_act;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331285326275896;test;0.316581676666667;5;85;260;4;17;5735;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804881618059277;train;0.414732276666667;6;12;150;2;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.705009522718871;test;0.414732276666667;6;12;150;2;6;103;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814695221044352;train;1.13017519666667;5;200;410;16;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852279741877684;test;1.13017519666667;5;200;410;16;49;350;continuous
201_pol;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.58744326507991;train;3.37532167;14;268;564;20;26;10500;continuous
201_pol;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611886519971004;test;3.37532167;14;268;564;20;26;10500;continuous
confidence;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940586419753086;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937037037037037;test;;-Inf;-Inf;;1;1;51;multinomial
604_fri_c4_500_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847396387414556;train;1.33278622;6;20;254;5;10;350;continuous
604_fri_c4_500_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800480102165084;test;1.33278622;6;20;254;5;10;350;continuous
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.51200812755374;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497692494534855;test;;-Inf;-Inf;;1;1;849;binomial
657_fri_c2_250_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293783247221408;train;1.00620705333333;5;200;410;2;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412580549179147;test;1.00620705333333;5;200;410;2;10;175;continuous
saheart;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784855419180362;train;0.934507023333333;15;36;662;7;9;324;binomial
saheart;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777299880525687;test;0.934507023333333;15;36;662;7;9;324;binomial
buggyCrx;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910375893134514;train;1.761237935;9;280;578;12;14;483;binomial
buggyCrx;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90221793635487;test;1.761237935;9;280;578;12;14;483;binomial
560_bodyfat;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0185357820609024;train;1.302892135;7;240;494;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0573165806238871;test;1.302892135;7;240;494;1;13;177;continuous
segmentation;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997865944748488;train;14.0576895716667;3;14;94;12;14;1617;multinomial
segmentation;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997173383758567;test;14.0576895716667;3;14;94;12;14;1617;multinomial
page_blocks;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977368760053068;train;2.47951606833333;3;160;326;6;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984724432080726;test;2.47951606833333;3;160;326;6;7;3832;multinomial
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schizo;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.511611652236652;test;3.65478519;20;446;932;10;13;238;multinomial
598_fri_c0_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484636462226909;train;0.607607156666667;9;124;428;25;25;700;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541500592965034;test;0.607607156666667;9;124;428;25;25;700;continuous
1089_USCrime;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302037844329244;train;0.622721743333333;3;160;326;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443328838772141;test;0.622721743333333;3;160;326;5;5;33;continuous
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885069817400644;train;0.58018116;3;160;326;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.708333333333333;test;0.58018116;3;160;326;2;7;68;binomial
mfeat_karhunen;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999511144411708;train;20.5351893616667;3;58;138;55;64;1400;multinomial
mfeat_karhunen;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997644268495445;test;20.5351893616667;3;58;138;55;64;1400;multinomial
210_cloud;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.21511540142289;train;0.447206601666667;10;25;448;4;5;76;continuous
210_cloud;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.293327155475544;test;0.447206601666667;10;25;448;4;5;76;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.554161807984896;train;0.753584401666667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.498918737816764;test;0.753584401666667;3;160;326;1;1;849;binomial
201_pol;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.571379768802832;train;0.334740396666667;3;85;176;26;26;10500;continuous
201_pol;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.576483938116669;test;0.334740396666667;3;85;176;26;26;10500;continuous
cars;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837902978983881;train;1.59127769666667;11;6;140;3;6;275;multinomial
cars;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829730576441103;test;1.59127769666667;11;6;140;3;6;275;multinomial
556_analcatdata_apnea2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.218768287973058;train;2.13962659166667;9;280;578;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467016415518127;test;2.13962659166667;9;280;578;3;3;333;continuous
294_satellite_image;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455212194161603;train;5.99807219;6;48;272;24;24;4505;continuous
294_satellite_image;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47161341632217;test;5.99807219;6;48;272;24;24;4505;continuous
wine_recognition;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998139880952381;train;0.598314353333333;3;160;326;5;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994191919191919;test;0.598314353333333;3;160;326;5;13;125;multinomial
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124200413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607382797544927;train;7.24961144666667;7;18;202;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124200413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610981343376961;test;7.24961144666667;7;18;202;9;9;21773;continuous
cleve;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944304707150557;train;1.85921361666667;12;13;312;8;13;213;binomial
cleve;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887351778656127;test;1.85921361666667;12;13;312;8;13;213;binomial
mfeat_karhunen;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125205154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999361897114916;train;2.50307956001667;3;160;326;18;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125205154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993848944625226;test;2.50307956001667;3;160;326;18;64;1400;multinomial
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831926433438838;train;1.378731005;6;20;248;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816087766145837;test;1.378731005;6;20;248;5;10;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825137351066847;train;0.75163092835;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857358105162882;test;0.75163092835;3;160;326;5;50;700;continuous
1201_BNG_breastTumor;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914491806037553;train;3.916904285;7;18;266;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915951106277556;test;3.916904285;7;18;266;9;9;81648;continuous
analcatdata_cyyoung9302;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910666666666667;train;0.379031576666667;6;6;82;4;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91304347826087;test;0.379031576666667;6;6;82;4;6;65;binomial
wine_quality_white;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658129874689249;train;4.31037960666667;6;11;126;1;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.621417524436237;test;4.31037960666667;6;11;126;1;11;3429;multinomial
207_autoPrice;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125150149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208555663788438;train;1.122476255;5;200;410;1;10;112;continuous
207_autoPrice;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125150149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435909357873385;test;1.122476255;5;200;410;1;10;112;continuous
profb;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643778652277983;train;0.82678167;14;36;620;3;9;471;binomial
profb;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.683949654711517;test;0.82678167;14;36;620;3;9;471;binomial
tae;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746066086691087;train;1.28363240833333;7;240;494;5;5;106;multinomial
tae;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.671191553544495;test;1.28363240833333;7;240;494;5;5;106;multinomial
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226250032512177;train;0.088913055;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.428184766801676;test;0.088913055;3;15;120;3;3;333;continuous
690_visualizing_galaxy;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.102587579013095;train;0.566918021666667;3;160;326;4;4;227;continuous
690_visualizing_galaxy;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17198347408623;test;0.566918021666667;3;160;326;4;4;227;continuous
breast_cancer;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.833081921559527;train;2.31524809166667;12;340;704;9;9;201;binomial
breast_cancer;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.674614305750351;test;2.31524809166667;12;340;704;9;9;201;binomial
589_fri_c2_1000_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813596589966429;train;0.701463043333333;11;125;512;6;25;700;continuous
589_fri_c2_1000_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817288043318474;test;0.701463043333333;11;125;512;6;25;700;continuous
ecoli;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968556913045802;train;0.820020013333333;3;160;326;5;5;229;multinomial
ecoli;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948818454149336;test;0.820020013333333;3;160;326;5;5;229;multinomial
confidence;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924814814814815;train;0.736694913333333;3;160;326;1;1;51;multinomial
confidence;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921666666666667;test;0.736694913333333;3;160;326;1;1;51;multinomial
218_house_8L;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.449185615362148;train;5.29504367166667;6;16;192;8;8;15949;continuous
218_house_8L;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440492986371715;test;5.29504367166667;6;16;192;8;8;15949;continuous
mfeat_fourier;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989718367759965;train;33.1745422216667;2;46;96;76;76;1400;multinomial
mfeat_fourier;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977006968805878;test;33.1745422216667;2;46;96;76;76;1400;multinomial
573_cpu_act;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.286762775418427;train;3.25650253333333;20;292;624;4;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.283962026659743;test;3.25650253333333;20;292;624;4;17;5735;continuous
sleep;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903031934245772;train;37.624367275;0;100;200;13;13;74136;multinomial
sleep;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897145070284753;test;37.624367275;0;100;200;13;13;74136;multinomial
606_fri_c2_1000_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273864978761521;train;1.19473123;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32667425892519;test;1.19473123;3;160;326;5;10;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824017797125219;train;1.67158728333333;9;248;514;6;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847002304654279;test;1.67158728333333;9;248;514;6;50;700;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798169717768228;train;0.290226625;6;50;292;8;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827052433443104;test;0.290226625;6;50;292;8;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124190520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478155961959731;train;0.440071756666667;9;50;418;10;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124190520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605140634525025;test;0.440071756666667;9;50;418;10;10;175;continuous
segmentation;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994860021504651;train;12.3360930483333;3;14;90;6;14;1617;multinomial
segmentation;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996488429875146;test;12.3360930483333;3;14;90;6;14;1617;multinomial
623_fri_c4_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125103814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825102596738204;train;1.41328054833333;7;20;286;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125103814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826001358243708;test;1.41328054833333;7;20;286;5;10;700;continuous
breast_w;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125093743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.187877633333333;3;32;158;7;8;490;binomial
breast_w;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125093743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982157339821573;test;0.187877633333333;3;32;158;7;8;490;binomial
pima;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125184415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946633675464321;train;0.768571665;3;160;326;8;8;538;binomial
pima;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125184415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.844182597231378;test;0.768571665;3;160;326;8;8;538;binomial
197_cpu_act;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.172015936584107;train;8.68463685666667;5;200;410;12;18;5735;continuous
197_cpu_act;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208444331608884;test;8.68463685666667;5;200;410;12;18;5735;continuous
210_cloud;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.217839859796816;train;0.304131908333333;7;25;324;3;5;76;continuous
210_cloud;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.299148430772625;test;0.304131908333333;7;25;324;3;5;76;continuous
dis;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765259277875513;train;1.85265042833333;16;99;712;21;25;2641;binomial
dis;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786118558236521;test;1.85265042833333;16;99;712;21;25;2641;binomial
backache;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.508853910477127;train;1.88510061166667;11;320;662;12;31;126;binomial
backache;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.435763888888889;test;1.88510061166667;11;320;662;12;31;126;binomial
574_house_16H;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348374721278906;train;22.6229129183333;6;220;452;11;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396523805353978;test;22.6229129183333;6;220;452;11;15;15949;continuous
yeast;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892916849229539;train;5.48338278833333;8;8;136;8;8;1036;multinomial
yeast;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887849293286811;test;5.48338278833333;8;8;136;8;8;1036;multinomial
hungarian;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896481092436975;train;0.77163672;5;12;124;3;12;206;binomial
hungarian;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175535_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912126068376068;test;0.77163672;5;12;124;3;12;206;binomial
598_fri_c0_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505978883780545;train;0.185842608333333;3;85;176;6;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.500751939478109;test;0.185842608333333;3;85;176;6;25;700;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272219640661038;train;1.96053055833333;5;200;410;4;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397919156708824;test;1.96053055833333;5;200;410;4;50;350;continuous
mfeat_morphological;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125102007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922045027884036;train;1.28928397168333;3;160;326;2;2;1400;multinomial
mfeat_morphological;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125102007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919012725227254;test;1.28928397168333;3;160;326;2;2;1400;multinomial
624_fri_c0_100_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.544793140408765;train;0.477873173333333;8;10;176;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.537098803617473;test;0.477873173333333;8;10;176;5;5;70;continuous
movement_libras;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993535763634659;train;0.766231258333333;6;22;260;10;22;252;multinomial
movement_libras;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125205329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.926871798101957;test;0.766231258333333;6;22;260;10;22;252;multinomial
calendarDOW;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977977197942592;train;0.21168079165;5;14;150;8;14;280;multinomial
calendarDOW;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.750157395078684;test;0.21168079165;5;14;150;8;14;280;multinomial
allrep;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91990755265069;train;31.7687794016667;4;24;176;3;24;2641;multinomial
allrep;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950075473925656;test;31.7687794016667;4;24;176;3;24;2641;multinomial
599_fri_c2_1000_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814720807274429;train;0.110235645;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818985450762095;test;0.110235645;3;25;156;5;5;700;continuous
201_pol;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.718720328406792;train;2.73444283333333;3;51;146;26;26;10500;continuous
201_pol;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.740724164769033;test;2.73444283333333;3;51;146;26;26;10500;continuous
analcatdata_authorship;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.05782992333333;3;64;138;62;70;589;multinomial
analcatdata_authorship;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999980299448385;test;4.05782992333333;3;64;138;62;70;589;multinomial
crx;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900796284007963;train;1.47502420333333;6;14;162;3;14;483;binomial
crx;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919303501217001;test;1.47502420333333;6;14;162;3;14;483;binomial
spambase;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973060326541497;train;1.21377727333333;3;160;326;53;53;3221;binomial
spambase;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970133940230571;test;1.21377727333333;3;160;326;53;53;3221;binomial
confidence;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936758658008658;train;1.59806857833333;9;280;578;1;1;51;multinomial
confidence;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891666666666667;test;1.59806857833333;9;280;578;1;1;51;multinomial
643_fri_c2_500_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125151346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.880888607379564;train;0.779037088333333;3;49;150;4;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125151346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872861865241676;test;0.779037088333333;3;49;150;4;25;350;continuous
heart_h;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918332804400719;train;0.538459026666667;8;48;376;4;12;206;binomial
heart_h;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909114997350292;test;0.538459026666667;8;48;376;4;12;206;binomial
analcatdata_happiness;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125183340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929811507936508;train;2.01913298;10;300;620;1;3;42;multinomial
analcatdata_happiness;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125183340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.543402777777778;test;2.01913298;10;300;620;1;3;42;multinomial
599_fri_c2_1000_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817237817481292;train;0.160620056683333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800891423952245;test;0.160620056683333;3;10;72;5;5;700;continuous
666_rmftsa_ladata;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.55084429140869;train;3.93557615166667;15;20;596;10;10;356;continuous
666_rmftsa_ladata;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48484908469264;test;3.93557615166667;15;20;596;10;10;356;continuous
credit_g;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852434805879613;train;0.66434888;9;80;418;20;20;700;binomial
credit_g;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.726169315931136;test;0.66434888;9;80;418;20;20;700;binomial
optdigits;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999334910335182;train;1.597226935;5;55;222;39;59;3934;multinomial
optdigits;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996506744764041;test;1.597226935;5;55;222;39;59;3934;multinomial
mfeat_morphological;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917909059022357;train;0.696835908333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911741480942583;test;0.696835908333333;3;2;16;2;2;1400;multinomial
movement_libras;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998621553884712;train;1.29116548166667;10;20;364;14;20;252;multinomial
movement_libras;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866103867472915;test;1.29116548166667;10;20;364;14;20;252;multinomial
glass;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928214359336808;train;1.37720608333333;7;232;478;9;9;144;multinomial
glass;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.744746031746032;test;1.37720608333333;7;232;478;9;9;144;multinomial
653_fri_c0_250_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126101124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.441231518735832;train;2.05651631833333;8;50;360;22;25;175;continuous
653_fri_c0_250_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126101124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526344731251348;test;2.05651631833333;8;50;360;22;25;175;continuous
588_fri_c4_1000_100;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820699362617988;train;0.27189817;3;90;186;5;100;700;continuous
588_fri_c4_1000_100;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.911981423106648;test;0.27189817;3;90;186;5;100;700;continuous
ann_thyroid;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125151842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991158280458817;train;21.321894385;1;21;50;3;21;5040;multinomial
ann_thyroid;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125151842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993256241791844;test;21.321894385;1;21;50;3;21;5040;multinomial
624_fri_c0_100_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.596061400266103;train;1.40743436;6;220;452;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499972198708403;test;1.40743436;6;220;452;5;5;70;continuous
biomed;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945951417004049;train;0.134725073316667;3;32;154;3;8;147;binomial
biomed;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935340022296544;test;0.134725073316667;3;32;154;3;8;147;binomial
vowel;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124201112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96563421870667;train;0.337844616666667;6;13;160;9;13;693;multinomial
vowel;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124201112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965453996779649;test;0.337844616666667;6;13;160;9;13;693;multinomial
1089_USCrime;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.434976060125871;train;0.92824290835;6;220;452;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.400483177809933;test;0.92824290835;6;220;452;3;3;33;continuous
titanic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81678662593631;train;0.138221065;3;32;134;8;8;1545;binomial
titanic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799530341036452;test;0.138221065;3;32;134;8;8;1545;binomial
612_fri_c1_1000_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841355762134121;train;0.11663417;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862057675438081;test;0.11663417;3;25;156;5;5;700;continuous
616_fri_c4_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832975437318891;train;1.18868482333333;5;200;410;8;50;350;continuous
616_fri_c4_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827876676496179;test;1.18868482333333;5;200;410;8;50;350;continuous
595_fri_c0_1000_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480094564041355;train;0.643124368333333;6;20;252;10;10;700;continuous
595_fri_c0_1000_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.519767910148758;test;0.643124368333333;6;20;252;10;10;700;continuous
597_fri_c2_500_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182998278768118;train;1.32565541333333;6;220;452;5;5;350;continuous
597_fri_c2_500_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310378404540303;test;1.32565541333333;6;220;452;5;5;350;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270392304088046;train;1.79828987;7;240;494;3;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376246229427297;test;1.79828987;7;240;494;3;25;175;continuous
buggyCrx;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911097274110973;train;0.568949815;9;56;418;2;14;483;binomial
buggyCrx;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877626050420168;test;0.568949815;9;56;418;2;14;483;binomial
mnist;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991105861545;train;107.732696148333;0;100;200;519;523;49000;multinomial
mnist;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990147003624895;test;107.732696148333;0;100;200;519;523;49000;multinomial
segmentation;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997049293829029;train;0.331636026666667;5;14;146;8;14;1617;multinomial
segmentation;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997955593055936;test;0.331636026666667;5;14;146;8;14;1617;multinomial
analcatdata_lawsuit;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998329156223893;train;0.682405600016667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997297297297297;test;0.682405600016667;3;160;326;2;4;185;binomial
biomed;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966194331983806;train;0.160310573333333;3;32;158;5;8;147;binomial
biomed;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938684503901895;test;0.160310573333333;3;32;158;5;8;147;binomial
shuttle;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999797215845714;train;35.0217223383333;5;200;410;6;8;40600;multinomial
shuttle;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99877868733505;test;35.0217223383333;5;200;410;6;8;40600;multinomial
nikuradse_1;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.199527850749412;train;0.163906808333333;3;4;32;2;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.188678844522263;test;0.163906808333333;3;4;32;2;2;254;continuous
agaricus_lepiota;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.318657225;3;48;102;20;20;5702;binomial
agaricus_lepiota;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.318657225;3;48;102;20;20;5702;binomial
clean2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973790530563162;train;1.45612702666667;9;183;418;99;104;4619;binomial
clean2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967510271341565;test;1.45612702666667;9;183;418;99;104;4619;binomial
vehicle;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922805531367313;train;1.89095870333333;5;200;410;12;13;593;multinomial
vehicle;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933835613317402;test;1.89095870333333;5;200;410;12;13;593;multinomial
prnn_crabs;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999795876709532;train;0.0870521366666667;3;12;96;3;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994438264738598;test;0.0870521366666667;3;12;96;3;3;140;binomial
australian;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96103986618344;train;0.857036446666667;3;160;326;13;13;483;binomial
australian;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91920045045045;test;0.857036446666667;3;160;326;13;13;483;binomial
analcatdata_germangss;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81871301223107;train;1.260310515;10;5;106;3;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.710721090178991;test;1.260310515;10;5;106;3;5;280;multinomial
588_fri_c4_1000_100;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836486568997446;train;1.96999013;6;220;452;15;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825515575732465;test;1.96999013;6;220;452;15;100;700;continuous
phoneme;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80284286108067;train;0.461886626666667;3;5;36;5;5;3783;binomial
phoneme;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.800908335641097;test;0.461886626666667;3;5;36;5;5;3783;binomial
1199_BNG_echoMonths;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713158295022319;train;0.358191781666667;7;45;334;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713558037790166;test;0.358191781666667;7;45;334;7;9;12248;continuous
622_fri_c2_1000_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802208004320938;train;3.66897872501667;11;100;486;9;50;700;continuous
622_fri_c2_1000_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865581327903201;test;3.66897872501667;11;100;486;9;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850047237147394;train;0.849297698333333;5;98;234;4;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865998899297359;test;0.849297698333333;5;98;234;4;50;700;continuous
wine_quality_white;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.65015640500012;train;0.618036523316667;11;11;246;2;11;3429;multinomial
wine_quality_white;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.634053271566158;test;0.618036523316667;11;11;246;2;11;3429;multinomial
608_fri_c3_1000_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125132743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.887726318326085;train;1.872259705;5;200;410;3;10;700;continuous
608_fri_c3_1000_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125132743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.903256065468785;test;1.872259705;5;200;410;3;10;700;continuous
nikuradse_2;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783001156819466;train;0.680974971683333;3;160;326;0;1;254;continuous
nikuradse_2;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901141095722281;test;0.680974971683333;3;160;326;0;1;254;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.376977017221065;train;1.97224566166667;11;256;534;37;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.415899757697207;test;1.97224566166667;11;256;534;37;72;742;continuous
1089_USCrime;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408044146813394;train;0.163923176666667;7;15;206;3;3;33;continuous
1089_USCrime;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124154434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.370025611320922;test;0.163923176666667;7;15;206;3;3;33;continuous
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dermatology;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970434228418724;test;6.65953112666667;5;26;210;19;26;257;multinomial
coil2000;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722384721767296;train;12.56840482;0;5;10;5;59;6876;binomial
coil2000;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125090623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715137069274946;test;12.56840482;0;5;10;5;59;6876;binomial
penguins;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999351624351624;train;0.60308688;3;160;326;6;7;241;multinomial
penguins;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998217087434032;test;0.60308688;3;160;326;6;7;241;multinomial
heart_c;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941862535612536;train;0.649667261666667;3;160;326;10;13;213;binomial
heart_c;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906746031746032;test;0.649667261666667;3;160;326;10;13;213;binomial
mfeat_zernike;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989205450375892;train;2.22687564;3;160;326;29;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976557859545583;test;2.22687564;3;160;326;29;32;1400;multinomial
596_fri_c2_250_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125111000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799155637886473;train;1.63853089666667;6;220;452;5;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125111000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8595111760551;test;1.63853089666667;6;220;452;5;5;175;continuous
ring;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811291468765108;train;1.11849144166667;3;160;326;20;20;5180;binomial
ring;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824894622775133;test;1.11849144166667;3;160;326;20;20;5180;binomial
diabetes;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899370785163777;train;0.756041155;3;160;326;8;8;538;binomial
diabetes;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851161995898838;test;0.756041155;3;160;326;8;8;538;binomial
prnn_crabs;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0774362633333333;3;12;94;3;3;140;binomial
prnn_crabs;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995428571428571;test;0.0774362633333333;3;12;94;3;3;140;binomial
589_fri_c2_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802660052548871;train;0.164638213333333;3;85;176;15;25;700;continuous
589_fri_c2_1000_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808413076766212;test;0.164638213333333;3;85;176;15;25;700;continuous
hepatitis;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766774891774892;train;1.011266685;6;19;202;1;19;109;binomial
hepatitis;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.672727272727273;test;1.011266685;6;19;202;1;19;109;binomial
cars;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911886196973916;train;0.731090023333333;3;160;326;7;7;275;multinomial
cars;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.782216999608304;test;0.731090023333333;3;160;326;7;7;275;multinomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125094911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.637010399671472;train;3.21591834;16;420;872;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125094911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.513342440801457;test;3.21591834;16;420;872;1;1;849;binomial
344_mv;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452078223966306;train;0.583944878316667;8;45;376;6;9;28538;continuous
344_mv;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452771924951518;test;0.583944878316667;8;45;376;6;9;28538;continuous
satimage;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978631037963279;train;0.643622135;5;22;178;21;22;4505;multinomial
satimage;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974111680815958;test;0.643622135;5;22;178;21;22;4505;multinomial
allrep;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959472032124399;train;1.905175515;20;24;832;14;24;2641;multinomial
allrep;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935841134792821;test;1.905175515;20;24;832;14;24;2641;multinomial
227_cpu_small;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314466819932372;train;0.54716348;10;60;470;3;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.309067546445407;test;0.54716348;10;60;470;3;12;5735;continuous
mfeat_zernike;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124154816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989217941229041;train;5.39751291333333;7;240;494;28;32;1400;multinomial
mfeat_zernike;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124154816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98141310039497;test;5.39751291333333;7;240;494;28;32;1400;multinomial
604_fri_c4_500_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212225763983704;train;1.369320065;8;260;536;5;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360535872097867;test;1.369320065;8;260;536;5;10;350;continuous
heart_c;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94880698005698;train;0.177661053333333;3;49;166;10;13;213;binomial
heart_c;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872519841269841;test;0.177661053333333;3;49;166;10;13;213;binomial
crx;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935948031991059;train;1.76208599831667;12;310;644;13;14;483;binomial
crx;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940179741621419;test;1.76208599831667;12;310;644;13;14;483;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908;train;1.28663098666667;7;240;494;6;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978260869565217;test;1.28663098666667;7;240;494;6;6;65;binomial
519_vinnie;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475952480806286;train;0.566632635;3;160;326;1;2;266;continuous
519_vinnie;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457369301518661;test;0.566632635;3;160;326;1;2;266;continuous
heart_c;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952363960749331;train;1.31229131833333;17;52;754;13;13;213;binomial
heart_c;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845126175160812;test;1.31229131833333;17;52;754;13;13;213;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125131823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530971874129769;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125131823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456421595725078;test;;-Inf;-Inf;;1;1;849;binomial
analcatdata_authorship;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.05133712333333;3;63;138;70;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;4.05133712333333;3;63;138;70;70;589;multinomial
sleep;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.589950114297596;train;42.047614625;1;13;36;9;13;74136;multinomial
sleep;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.590547263116638;test;42.047614625;1;13;36;9;13;74136;multinomial
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mnist;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085356_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.669055652534405;test;33.12797261;6;125;262;103;647;49000;multinomial
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prnn_fglass;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843816237265286;train;2.06619015666667;10;9;184;2;9;144;multinomial
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678_visualizing_environmental;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.711297742188739;train;1.30678388166667;6;220;452;1;3;78;continuous
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calendarDOW;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125135327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818166071676169;train;0.784634815;3;160;326;10;13;280;multinomial
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602_fri_c3_250_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.908665836265201;test;1.50795575;6;220;452;5;9;175;continuous
allhyper;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926887190583613;train;30.898059145;10;25;366;21;25;2640;multinomial
allhyper;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857709407618664;test;30.898059145;10;25;366;21;25;2640;multinomial
601_fri_c1_250_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833525491639146;train;0.761608306666667;3;160;326;5;5;175;continuous
601_fri_c1_250_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783455684390671;test;0.761608306666667;3;160;326;5;5;175;continuous
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analcatdata_asbestos;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125205613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892857142857143;test;0.0952830316666667;5;3;36;3;3;59;binomial
analcatdata_cyyoung8092;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124161146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933894230769231;train;0.890593801666667;5;200;410;5;7;68;binomial
analcatdata_cyyoung8092;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124161146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892857142857143;test;0.890593801666667;5;200;410;5;7;68;binomial
574_house_16H;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126101941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396091714518045;train;34.171115865;8;260;536;14;15;15949;continuous
574_house_16H;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126101941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401922491835272;test;34.171115865;8;260;536;14;15;15949;continuous
lupus;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864219114219114;train;0.062902665;3;8;64;1;2;61;binomial
lupus;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85207100591716;test;0.062902665;3;8;64;1;2;61;binomial
bupa;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683504098360656;train;0.971215268333333;6;220;452;4;5;242;binomial
bupa;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124195408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691609977324263;test;0.971215268333333;6;220;452;4;5;242;binomial
pima;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859756842619746;train;1.17834579666667;5;200;410;3;8;538;binomial
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1096_FacultySalaries;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431900378209369;train;0.0810483233166667;6;4;56;2;2;35;continuous
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560_bodyfat;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.039233660439117;test;1.52164016333333;8;244;504;1;13;177;continuous
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690_visualizing_galaxy;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.243757742937443;test;1.281929705;5;200;410;4;4;227;continuous
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607_fri_c4_1000_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830381520869835;train;0.236999915;3;90;186;10;50;700;continuous
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598_fri_c0_1000_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517456466089989;train;0.16992672;3;85;176;24;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.550393658609626;test;0.16992672;3;85;176;24;25;700;continuous
optdigits;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999700449738318;train;3.34488218666667;3;160;326;52;61;3934;multinomial
optdigits;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998504919814692;test;3.34488218666667;3;160;326;52;61;3934;multinomial
687_sleuth_ex1605;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.620431693395237;train;0.821711621666667;3;160;326;4;4;44;continuous
687_sleuth_ex1605;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.565170403755347;test;0.821711621666667;3;160;326;4;4;44;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.8999695923208;train;30.1280605166667;0;100;200;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.903633894345672;test;30.1280605166667;0;100;200;9;9;81648;continuous
522_pm10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855191614704931;train;0.307014236666667;6;35;292;5;7;350;continuous
522_pm10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859639717533756;test;0.307014236666667;6;35;292;5;7;350;continuous
irish;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884697991012424;train;1.804374235;11;320;662;3;4;350;binomial
irish;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848935786435787;test;1.804374235;11;320;662;3;4;350;binomial
602_fri_c3_250_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817852811062042;train;0.270229816666667;6;45;292;7;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860442233107552;test;0.270229816666667;6;45;292;7;9;175;continuous
195_auto_price;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.387767069343063;train;0.444723508333333;9;49;428;3;10;112;continuous
195_auto_price;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.350993336414048;test;0.444723508333333;9;49;428;3;10;112;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.893488782563651;train;1.77455618833333;8;260;536;7;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.885081316713873;test;1.77455618833333;8;260;536;7;25;350;continuous
574_house_16H;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.529272519544871;train;3.06854167166667;6;220;452;14;15;15949;continuous
574_house_16H;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520291030244238;test;3.06854167166667;6;220;452;14;15;15949;continuous
heart_c;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946119536128457;train;1.29557933333333;8;260;536;13;13;213;binomial
heart_c;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882731321128154;test;1.29557933333333;8;260;536;13;13;213;binomial
589_fri_c2_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793729319823956;train;0.17607622;3;85;176;10;25;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853354933740317;test;0.17607622;3;85;176;10;25;700;continuous
breast_w;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997566775424432;train;0.763052568333333;3;9;62;9;9;490;binomial
breast_w;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981447688564477;test;0.763052568333333;3;9;62;9;9;490;binomial
505_tecator;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.140854231349631;train;0.56770238;3;38;150;19;19;168;continuous
505_tecator;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.135976940321066;test;0.56770238;3;38;150;19;19;168;continuous
auto;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953984201773836;train;0.400892641666667;8;21;306;15;21;142;multinomial
auto;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778499775078723;test;0.400892641666667;8;21;306;15;21;142;multinomial
spectf;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977498691784406;train;0.428496696666667;5;118;258;28;44;245;binomial
spectf;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834201388888889;test;0.428496696666667;5;118;258;28;44;245;binomial
analcatdata_creditscore;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.208872551666667;3;6;46;6;6;70;binomial
analcatdata_creditscore;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973684210526316;test;0.208872551666667;3;6;46;6;6;70;binomial
diabetes;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83863410152362;train;0.824328923333333;15;32;652;7;8;538;binomial
diabetes;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839111548233751;test;0.824328923333333;15;32;652;7;8;538;binomial
210_cloud;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125152135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.22803054745605;train;0.360558478316667;5;10;112;3;5;76;continuous
210_cloud;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125152135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.311225179370613;test;0.360558478316667;5;10;112;3;5;76;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399938662878168;train;0.551605656666667;3;160;326;4;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.674670178975351;test;0.551605656666667;3;160;326;4;5;70;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.223907432565217;train;1.084801895;3;160;326;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.550066680244587;test;1.084801895;3;160;326;3;3;333;continuous
vowel;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971290061932606;train;17.8980931116667;6;13;158;11;13;693;multinomial
vowel;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951773293041153;test;17.8980931116667;6;13;158;11;13;693;multinomial
228_elusage;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353506953917416;train;0.599335021683333;3;160;326;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.474897510263028;test;0.599335021683333;3;160;326;1;1;39;continuous
mfeat_morphological;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91669292959639;train;1.87073844666667;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917350678286935;test;1.87073844666667;3;160;326;2;2;1400;multinomial
new_thyroid;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99918665776271;train;0.727375845;3;160;326;2;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998423955870764;test;0.727375845;3;160;326;2;5;151;multinomial
657_fri_c2_250_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753490909459454;train;0.585944595;11;50;502;10;10;175;continuous
657_fri_c2_250_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.90623319913362;test;0.585944595;11;50;502;10;10;175;continuous
651_fri_c0_100_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.498501411834009;train;1.303709805;16;125;732;15;25;70;continuous
651_fri_c0_100_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.59050341826066;test;1.303709805;16;125;732;15;25;70;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840589438279059;train;1.02632627333333;7;18;268;4;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837151034993864;test;1.02632627333333;7;18;268;4;9;175;continuous
ring;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986540378343118;train;8.79529232333333;11;314;650;19;20;5180;binomial
ring;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981386236008632;test;8.79529232333333;11;314;650;19;20;5180;binomial
594_fri_c2_100_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125191227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355979085415412;train;1.51562771333333;9;280;578;2;5;70;continuous
594_fri_c2_100_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125191227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.55783111767023;test;1.51562771333333;9;280;578;2;5;70;continuous
197_cpu_act;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320661820774017;train;1.22373791;5;32;208;3;16;5735;continuous
197_cpu_act;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339392419592124;test;1.22373791;5;32;208;3;16;5735;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770613943658952;train;0.831648978333333;3;47;148;21;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.778334696673441;test;0.831648978333333;3;47;148;21;25;175;continuous
new_thyroid;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999746031746032;train;0.99251512;3;160;326;5;5;151;multinomial
new_thyroid;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997530864197531;test;0.99251512;3;160;326;5;5;151;multinomial
flags;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124201937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849576023391813;train;0.909865795;12;39;516;10;40;125;multinomial
flags;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124201937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.649214365881033;test;0.909865795;12;39;516;10;40;125;multinomial
611_fri_c3_100_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770565888274469;train;0.432837175;9;8;156;4;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151252_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.05817280952513;test;0.432837175;9;8;156;4;4;70;continuous
621_fri_c0_100_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439774688284188;train;0.366691425;7;50;344;9;10;70;continuous
621_fri_c0_100_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.622823894854616;test;0.366691425;7;50;344;9;10;70;continuous
620_fri_c1_1000_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.885027351707885;train;1.93409141833333;8;244;504;5;25;700;continuous
620_fri_c1_1000_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827114548070005;test;1.93409141833333;8;244;504;5;25;700;continuous
210_cloud;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.235323539565602;train;0.516829008333333;10;25;450;3;5;76;continuous
210_cloud;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.309023194842955;test;0.516829008333333;10;25;450;3;5;76;continuous
603_fri_c0_250_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280744289745352;train;2.83318034666667;7;240;494;44;50;175;continuous
603_fri_c0_250_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.618104437236405;test;2.83318034666667;7;240;494;44;50;175;continuous
coil2000;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.715148913859218;train;1.20872107666667;3;80;166;2;59;6876;binomial
coil2000;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700935675334467;test;1.20872107666667;3;80;166;2;59;6876;binomial
analcatdata_authorship;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.266491926666667;3;63;138;63;70;589;multinomial
analcatdata_authorship;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190457_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999318024446523;test;0.266491926666667;3;63;138;63;70;589;multinomial
mfeat_morphological;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947766467218544;train;2.902051095;5;200;410;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942925543982047;test;2.902051095;5;200;410;3;3;1400;multinomial
sleep;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892320461783973;train;9.717169555;13;13;310;13;13;74136;multinomial
sleep;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891061873009428;test;9.717169555;13;13;310;13;13;74136;multinomial
695_chatfield_4;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.372174415152946;train;0.275250356666667;6;50;292;1;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408788371793121;test;0.275250356666667;6;50;292;1;10;165;continuous
mfeat_fourier;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980741684795742;train;2.33226705498333;3;160;326;31;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974856245687096;test;2.33226705498333;3;160;326;31;76;1400;multinomial
603_fri_c0_250_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449620313645115;train;0.923515226666667;3;160;326;43;50;175;continuous
603_fri_c0_250_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.612421624125994;test;0.923515226666667;3;160;326;43;50;175;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.370477609519374;train;2.04604987165;20;276;592;65;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.406171701354541;test;2.04604987165;20;276;592;65;72;742;continuous
waveform_40;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969265090173272;train;16.3870562783333;5;40;220;18;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971480540038221;test;16.3870562783333;5;40;220;18;40;3500;multinomial
vowel;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125190616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970410075817776;train;0.436451418333333;7;13;194;12;13;693;multinomial
vowel;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125190616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968488522425707;test;0.436451418333333;7;13;194;12;13;693;multinomial
602_fri_c3_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834854773019421;train;0.697105676666667;5;18;192;8;9;175;continuous
602_fri_c3_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830789411863694;test;0.697105676666667;5;18;192;8;9;175;continuous
tokyo1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999306920352806;train;0.94976728;3;160;326;10;21;672;binomial
tokyo1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982854042322301;test;0.94976728;3;160;326;10;21;672;binomial
wdbc;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999678714859438;train;0.876834398333333;3;21;120;20;21;399;binomial
wdbc;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9834229390681;test;0.876834398333333;3;21;120;20;21;399;binomial
653_fri_c0_250_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.437347550954354;train;0.832912801666667;3;160;326;18;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5012400544372;test;0.832912801666667;3;160;326;18;25;175;continuous
prnn_synth;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125142205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94078431372549;train;1.23888052166667;8;242;500;2;2;175;binomial
prnn_synth;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125142205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921428571428571;test;1.23888052166667;8;242;500;2;2;175;binomial
542_pollution;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.599902122555108;train;0.687137321666667;10;65;470;6;13;42;continuous
542_pollution;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820501322665597;test;0.687137321666667;10;65;470;6;13;42;continuous
spambase;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987334900991099;train;3.80234271498333;3;160;326;54;54;3221;binomial
spambase;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979021224577582;test;3.80234271498333;3;160;326;54;54;3221;binomial
658_fri_c3_250_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810199922483933;train;0.173724995;3;90;186;21;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80965747437595;test;0.173724995;3;90;186;21;25;175;continuous
banana;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980792610586309;train;1.97976266666667;3;160;326;2;2;3710;binomial
banana;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959487836107554;test;1.97976266666667;3;160;326;2;2;3710;binomial
breast;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989302475821315;train;0.785739503333333;3;160;326;8;10;490;binomial
breast;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99404647589783;test;0.785739503333333;3;160;326;8;10;490;binomial
nikuradse_1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517330177605874;train;0.0805614633333333;3;4;32;2;2;254;continuous
nikuradse_1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474218277053583;test;0.0805614633333333;3;4;32;2;2;254;continuous
allrep;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981721300486006;train;4.463591825;16;340;712;5;24;2641;multinomial
allrep;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153230_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935910936551305;test;4.463591825;16;340;712;5;24;2641;multinomial
diabetes;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818415823699422;train;0.703376081666667;3;160;326;8;8;538;binomial
diabetes;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824675324675325;test;0.703376081666667;3;160;326;8;8;538;binomial
695_chatfield_4;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.377843432320382;train;0.42099685;8;50;376;3;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394604147722607;test;0.42099685;8;50;376;3;10;165;continuous
pendigits;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998110062938926;train;15.6360449966667;6;220;452;16;16;7695;multinomial
pendigits;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996978468114428;test;15.6360449966667;6;220;452;16;16;7695;multinomial
1191_BNG_pbc;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.790864144932889;train;460.93235777;0;100;200;18;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791367381887375;test;460.93235777;0;100;200;18;18;700000;continuous
227_cpu_small;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318224467323406;train;0.397081118333333;8;60;386;3;12;5735;continuous
227_cpu_small;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.343094436614897;test;0.397081118333333;8;60;386;3;12;5735;continuous
201_pol;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198913755662972;train;7.71166615333333;7;240;494;24;26;10500;continuous
201_pol;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217353721805673;test;7.71166615333333;7;240;494;24;26;10500;continuous
breast;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989492485131771;train;0.854662016666667;3;160;326;10;10;490;binomial
breast;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998175532936432;test;0.854662016666667;3;160;326;10;10;490;binomial
breast_w;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125190403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.535494736683333;8;36;368;8;9;490;binomial
breast_w;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125190403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985930735930736;test;0.535494736683333;8;36;368;8;9;490;binomial
auto;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961551383399209;train;0.31924299335;6;20;236;15;20;142;multinomial
auto;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.797369614512472;test;0.31924299335;6;20;236;15;20;142;multinomial
1030_ERA;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.717719680662409;train;0.729025365;3;160;326;4;4;700;continuous
1030_ERA;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.836135548371363;test;0.729025365;3;160;326;4;4;700;continuous
1595_poker;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.753251844592811;train;230.876211508333;0;100;200;5;10;717507;continuous
1595_poker;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.753764089048771;test;230.876211508333;0;100;200;5;10;717507;continuous
1096_FacultySalaries;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.281932974430977;train;0.144587721666667;7;10;160;1;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54917499793941;test;0.144587721666667;7;10;160;1;2;35;continuous
schizo;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.673998203054807;train;1.685634305;8;228;472;5;13;238;multinomial
schizo;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.619437908496732;test;1.685634305;8;228;472;5;13;238;multinomial
glass;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124212555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86586686561417;train;2.45849268668333;12;9;222;3;9;144;multinomial
glass;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124212555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835416872062835;test;2.45849268668333;12;9;222;3;9;144;multinomial
credit_g;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819999809180334;train;4.559120455;9;20;342;13;20;700;binomial
credit_g;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.77424907001277;test;4.559120455;9;20;342;13;20;700;binomial
phoneme;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.79196536603944;train;0.964420693333333;7;5;76;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.786158306117207;test;0.964420693333333;7;5;76;5;5;3783;binomial
574_house_16H;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125205130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482596191444477;train;1.27318801666667;16;75;722;14;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125205130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480293716354335;test;1.27318801666667;16;75;722;14;15;15949;continuous
allrep;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960796586782861;train;2.79218707;13;232;490;18;24;2641;multinomial
allrep;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950478669129056;test;2.79218707;13;232;490;18;24;2641;multinomial
pendigits;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999921385898215;train;5.27799128833333;3;160;326;16;16;7695;multinomial
pendigits;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999771320684101;test;5.27799128833333;3;160;326;16;16;7695;multinomial
churn;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980555430047655;train;10.6827501233333;20;319;678;13;15;3500;binomial
churn;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908997080704398;test;10.6827501233333;20;319;678;13;15;3500;binomial
prnn_synth;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988169934640523;train;1.14660620333333;5;200;410;2;2;175;binomial
prnn_synth;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898571428571429;test;1.14660620333333;5;200;410;2;2;175;binomial
calendarDOW;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913071286444268;train;12.2939137333333;12;14;300;12;14;280;multinomial
calendarDOW;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793844939543216;test;12.2939137333333;12;14;300;12;14;280;multinomial
allhyper;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990644484143493;train;0.538855523316667;6;24;254;18;24;2640;multinomial
allhyper;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988677156177156;test;0.538855523316667;6;24;254;18;24;2640;multinomial
agaricus_lepiota;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.387611705;3;48;102;20;20;5702;binomial
agaricus_lepiota;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.387611705;3;48;102;20;20;5702;binomial
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71152850133251;train;2.70552519833333;5;200;410;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.708365934727316;test;2.70552519833333;5;200;410;8;9;12248;continuous
651_fri_c0_100_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125195307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.556847778953706;train;4.289197815;20;500;1040;20;25;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125195307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.727738682038799;test;4.289197815;20;500;1040;20;25;70;continuous
heart_h;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954283887468031;train;1.52162074333333;10;12;224;10;12;206;binomial
heart_h;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881578947368421;test;1.52162074333333;10;12;224;10;12;206;binomial
201_pol;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.570892953482195;train;2.52746052;11;240;502;19;26;10500;continuous
201_pol;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125104813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.587341646846751;test;2.52746052;11;240;502;19;26;10500;continuous
lupus;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84945054945055;train;0.11861397;6;8;112;1;2;61;binomial
lupus;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875816993464052;test;0.11861397;6;8;112;1;2;61;binomial
612_fri_c1_1000_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840966724690542;train;0.106341950016667;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86170687070472;test;0.106341950016667;3;25;156;5;5;700;continuous
letter;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974200061949058;train;34.0678002066667;4;180;368;15;16;14000;multinomial
letter;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974201319969358;test;34.0678002066667;4;180;368;15;16;14000;multinomial
613_fri_c3_250_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783337070752173;train;0.759203805;3;160;326;5;5;175;continuous
613_fri_c3_250_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867644919655969;test;0.759203805;3;160;326;5;5;175;continuous
529_pollen;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430531501141978;train;1.45302258;5;200;410;4;4;2694;continuous
529_pollen;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444504137889834;test;1.45302258;5;200;410;4;4;2694;continuous
597_fri_c2_500_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819788474432239;train;0.378335653333333;3;10;72;5;5;350;continuous
597_fri_c2_500_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843965683287366;test;0.378335653333333;3;10;72;5;5;350;continuous
irish;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.756988396624473;train;0.12422409335;3;4;30;1;4;350;binomial
irish;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858829941860465;test;0.12422409335;3;4;30;1;4;350;binomial
230_machine_cpu;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.181766055257072;train;0.12047064;3;30;166;6;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318591730731935;test;0.12047064;3;30;166;6;6;147;continuous
sonar;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908169014084507;train;1.09901659333333;13;195;594;25;60;146;binomial
sonar;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895299145299145;test;1.09901659333333;13;195;594;25;60;146;binomial
spectf;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870407990519722;train;4.16072037333333;13;43;556;6;44;245;binomial
spectf;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084811_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775172413793103;test;4.16072037333333;13;43;556;6;44;245;binomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.61598440545809;train;0.202777355;7;3;48;1;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.579365079365079;test;0.202777355;7;3;48;1;3;84;binomial
banana;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.546742277140336;train;0.0705396083333333;3;8;64;2;2;3710;binomial
banana;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.533670033670034;test;0.0705396083333333;3;8;64;2;2;3710;binomial
twonorm;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999449165175909;train;4.606126925;3;160;326;20;20;5180;binomial
twonorm;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997133235555996;test;4.606126925;3;160;326;20;20;5180;binomial
560_bodyfat;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.679983225934369;train;2.61688751168333;10;300;620;13;14;177;continuous
560_bodyfat;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125143759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660441932294216;test;2.61688751168333;10;300;620;13;14;177;continuous
analcatdata_aids;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950657894736842;train;1.27759428;10;236;492;1;3;35;binomial
analcatdata_aids;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.564814814814815;test;1.27759428;10;236;492;1;3;35;binomial
1096_FacultySalaries;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.307557286537266;train;0.144428393333333;7;10;160;1;2;35;continuous
1096_FacultySalaries;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.638882962543679;test;0.144428393333333;7;10;160;1;2;35;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.89818030381824;train;30.9509270416667;0;100;200;5;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.900429185920605;test;30.9509270416667;0;100;200;5;9;81648;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223646680465824;train;1.10120526833333;5;200;410;4;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406760264974573;test;1.10120526833333;5;200;410;4;10;175;continuous
irish;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125202620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86629457670651;train;0.304224273333333;8;16;266;2;4;350;binomial
irish;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125202620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818737456668491;test;0.304224273333333;8;16;266;2;4;350;binomial
646_fri_c3_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799859119240399;train;0.847751781666667;3;160;326;9;9;350;continuous
646_fri_c3_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817363968803854;test;0.847751781666667;3;160;326;9;9;350;continuous
analcatdata_bankruptcy;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990196078431373;train;0.575858558333333;3;160;326;1;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875;test;0.575858558333333;3;160;326;1;3;35;binomial
analcatdata_asbestos;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858294930875576;train;0.173160293333333;6;3;42;2;3;59;binomial
analcatdata_asbestos;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125122945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874074074074074;test;0.173160293333333;6;3;42;2;3;59;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52730199256258;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.462968607131972;test;;-Inf;-Inf;;1;1;849;binomial
prnn_fglass;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88415576020618;train;0.108331711666667;5;9;96;4;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812063492063492;test;0.108331711666667;5;9;96;4;9;144;multinomial
ionosphere;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866595441595442;train;1.086473155;13;124;594;5;32;246;binomial
ionosphere;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789049919484702;test;1.086473155;13;124;594;5;32;246;binomial
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505312938135871;train;1.38674572333333;7;208;430;6;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498499994863496;test;1.38674572333333;7;208;430;6;25;700;continuous
analcatdata_bankruptcy;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947712418300654;train;0.173663678333333;7;12;168;2;3;35;binomial
analcatdata_bankruptcy;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982142857142857;test;0.173663678333333;7;12;168;2;3;35;binomial
analcatdata_authorship;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.75255074166667;3;61;138;70;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999942673698693;test;3.75255074166667;3;61;138;70;70;589;multinomial
analcatdata_bankruptcy;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962418300653595;train;0.612286463333333;3;160;326;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982142857142857;test;0.612286463333333;3;160;326;4;4;35;binomial
601_fri_c1_250_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806084221311997;train;0.46556784;5;10;112;5;5;175;continuous
601_fri_c1_250_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783854356714376;test;0.46556784;5;10;112;5;5;175;continuous
prnn_fglass;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934765052976139;train;0.549673561666667;18;9;330;7;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847413043478261;test;0.549673561666667;18;9;330;7;9;144;multinomial
617_fri_c3_500_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839109691459152;train;0.421892971666667;6;10;132;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826533130439134;test;0.421892971666667;6;10;132;5;5;350;continuous
ann_thyroid;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984177350321431;train;3.78248099333333;7;240;494;16;21;5040;multinomial
ann_thyroid;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963193201996004;test;3.78248099333333;7;240;494;16;21;5040;multinomial
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479610388733365;train;0.20386143;3;90;186;8;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482204799294681;test;0.20386143;3;90;186;8;50;700;continuous
heart_h;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923751619655138;train;0.484331506666667;8;48;376;4;12;206;binomial
heart_h;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.896782027929569;test;0.484331506666667;8;48;376;4;12;206;binomial
591_fri_c1_100_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897038916253709;train;0.640907266666667;12;50;554;1;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.903913829125438;test;0.640907266666667;12;50;554;1;10;70;continuous
optdigits;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998871553389589;train;36.6151112416833;3;55;138;39;59;3934;multinomial
optdigits;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997754425276996;test;36.6151112416833;3;55;138;39;59;3934;multinomial
547_no2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.644378123092241;train;0.156506806666667;3;35;156;7;7;350;continuous
547_no2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.69820565900573;test;0.156506806666667;3;35;156;7;7;350;continuous
pima;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839575155853152;train;0.448308595;8;32;364;7;8;538;binomial
pima;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821987829614604;test;0.448308595;8;32;364;7;8;538;binomial
612_fri_c1_1000_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830086964272692;train;0.96949286;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890215827600543;test;0.96949286;3;160;326;5;5;700;continuous
breast;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99908795530981;train;0.39669743;6;40;284;6;10;490;binomial
breast;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987996927213367;test;0.39669743;6;40;284;6;10;490;binomial
596_fri_c2_250_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794015124935967;train;0.664291948333333;7;10;152;5;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888345442355343;test;0.664291948333333;7;10;152;5;5;175;continuous
sonar;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124211907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.32446210333333;14;380;788;33;60;146;binomial
sonar;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124211907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883597883597884;test;3.32446210333333;14;380;788;33;60;146;binomial
589_fri_c2_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796932443438331;train;1.89714648333333;8;50;356;20;25;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859757990399658;test;1.89714648333333;8;50;356;20;25;700;continuous
294_satellite_image;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475155481433947;train;2.73114559668333;3;52;146;19;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484156223065459;test;2.73114559668333;3;52;146;19;26;4505;continuous
210_cloud;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25872842493818;train;1.02792251666667;5;200;410;2;5;76;continuous
210_cloud;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331745896252767;test;1.02792251666667;5;200;410;2;5;76;continuous
backache;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.741769547325103;train;4.94071721333333;14;31;600;25;31;126;binomial
backache;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66565349544073;test;4.94071721333333;14;31;600;25;31;126;binomial
527_analcatdata_election2000;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.174213534889391;train;0.656422223316667;3;160;326;1;2;47;continuous
527_analcatdata_election2000;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0795033213246131;test;0.656422223316667;3;160;326;1;2;47;continuous
agaricus_lepiota;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;4.52049584166667;3;160;326;20;20;5702;binomial
agaricus_lepiota;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;4.52049584166667;3;160;326;20;20;5702;binomial
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792435870723278;train;1.293117425;6;99;276;25;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846702382751267;test;1.293117425;6;99;276;25;50;700;continuous
credit_a;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944172912852751;train;0.900671788333333;3;160;326;13;14;483;binomial
credit_a;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931001345377667;test;0.900671788333333;3;160;326;13;14;483;binomial
tokyo1;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971634451531233;train;1.50818458666667;6;22;230;6;22;672;binomial
tokyo1;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967444717444718;test;1.50818458666667;6;22;230;6;22;672;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.344848085;3;48;102;10;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.344848085;3;48;102;10;20;5702;binomial
586_fri_c3_1000_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815919814494282;train;0.163907143333333;3;85;176;16;25;700;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791729797318756;test;0.163907143333333;3;85;176;16;25;700;continuous
segmentation;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997317569375445;train;0.36495608;6;14;176;6;14;1617;multinomial
segmentation;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996900260956936;test;0.36495608;6;14;176;6;14;1617;multinomial
phoneme;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805725180644041;train;2.81978601666667;20;260;560;5;5;3783;binomial
phoneme;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792428105299125;test;2.81978601666667;20;260;560;5;5;3783;binomial
glass2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.785095856524428;train;0.480589718333333;8;36;376;9;9;115;binomial
glass2;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.587301587301587;test;0.480589718333333;8;36;376;9;9;115;binomial
glass2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.631010346926354;train;1.59865864166667;9;280;578;7;9;115;binomial
glass2;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.754782608695652;test;1.59865864166667;9;280;578;7;9;115;binomial
allhypo;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843293884042912;train;31.2898245133333;12;25;486;15;25;2639;multinomial
allhypo;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870578676578823;test;31.2898245133333;12;25;486;15;25;2639;multinomial
dermatology;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999023695365159;train;1.55914520333333;6;220;452;20;25;257;multinomial
dermatology;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989919375644995;test;1.55914520333333;6;220;452;20;25;257;multinomial
228_elusage;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480182446526885;train;0.0618900816666667;6;2;28;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.519771110124889;test;0.0618900816666667;6;2;28;1;1;39;continuous
687_sleuth_ex1605;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.620059304441284;train;0.74134782;3;160;326;2;4;44;continuous
687_sleuth_ex1605;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.547158598886211;test;0.74134782;3;160;326;2;4;44;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840141599856763;train;0.11848646;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863365017092335;test;0.11848646;3;25;156;5;5;700;continuous
glass;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998222317412722;train;1.75434737;9;280;578;8;9;144;multinomial
glass;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902453703703704;test;1.75434737;9;280;578;8;9;144;multinomial
633_fri_c0_500_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467149657338823;train;2.113495795;9;50;402;19;25;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.58064202936709;test;2.113495795;9;50;402;19;25;350;continuous
allrep;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126093303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975599345796812;train;6.14065782168333;15;384;798;12;25;2641;multinomial
allrep;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126093303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939150408191504;test;6.14065782168333;15;384;798;12;25;2641;multinomial
592_fri_c4_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83410467863078;train;1.19297357;5;50;230;16;25;700;continuous
592_fri_c4_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852188972960049;test;1.19297357;5;50;230;16;25;700;continuous
cloud;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.197185661666667;3;6;42;0;6;76;multinomial
cloud;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125163530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.197185661666667;3;6;42;0;6;76;multinomial
626_fri_c2_500_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126093045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327273543366612;train;2.20444041833333;3;160;326;2;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126093045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.450655193007833;test;2.20444041833333;3;160;326;2;50;350;continuous
210_cloud;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.282363705478353;train;0.224263041666667;3;10;72;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.210805026524086;test;0.224263041666667;3;10;72;5;5;76;continuous
648_fri_c1_250_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.736588748392904;train;0.944598001666667;3;72;150;8;50;175;continuous
648_fri_c1_250_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811672622191038;test;0.944598001666667;3;72;150;8;50;175;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125141408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818452795969051;train;0.740921373333333;3;50;150;14;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125141408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837656537365579;test;0.740921373333333;3;50;150;14;25;350;continuous
635_fri_c0_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279290011436854;train;2.21220857666667;14;316;660;8;10;175;continuous
635_fri_c0_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441905444504362;test;2.21220857666667;14;316;660;8;10;175;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48312555745174;train;1.04855904666667;5;200;410;3;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.543649104493172;test;1.04855904666667;5;200;410;3;5;44;continuous
wdbc;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996635081296436;train;0.67083940165;3;160;326;18;21;399;binomial
wdbc;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988354952830189;test;0.67083940165;3;160;326;18;21;399;binomial
allbp;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996830139441823;train;2.77830211166667;5;200;410;3;25;2641;multinomial
allbp;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991750248689239;test;2.77830211166667;5;200;410;3;25;2641;multinomial
crx;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904934865365138;train;1.40681045168333;6;14;162;4;14;483;binomial
crx;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917009923235349;test;1.40681045168333;6;14;162;4;14;483;binomial
glass2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999395039322444;train;2.64263206333333;19;407;852;8;9;115;binomial
glass2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920145190562613;test;2.64263206333333;19;407;852;8;9;115;binomial
593_fri_c1_1000_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82596703647541;train;1.6285354;5;200;410;8;10;700;continuous
593_fri_c1_1000_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124200209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831073513493732;test;1.6285354;5;200;410;8;10;700;continuous
294_satellite_image;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287848670427764;train;3.42408799166667;3;160;326;24;24;4505;continuous
294_satellite_image;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345896108629914;test;3.42408799166667;3;160;326;24;24;4505;continuous
backache;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933962264150943;train;1.63287725;7;240;494;13;32;126;binomial
backache;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.559183673469388;test;1.63287725;7;240;494;13;32;126;binomial
195_auto_price;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.414943184705323;train;0.461188043316667;6;50;302;4;10;112;continuous
195_auto_price;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.387641039008767;test;0.461188043316667;6;50;302;4;10;112;continuous
glass;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91331024085889;train;0.139706621666667;5;9;94;3;9;144;multinomial
glass;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804996849401386;test;0.139706621666667;5;9;94;3;9;144;multinomial
spambase;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978078555494976;train;1.17287359166667;3;160;326;54;54;3221;binomial
spambase;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976095064407713;test;1.17287359166667;3;160;326;54;54;3221;binomial
583_fri_c1_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125143833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83869419842925;train;0.438215506666667;6;150;312;11;50;700;continuous
583_fri_c1_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125143833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819497686448943;test;0.438215506666667;6;150;312;11;50;700;continuous
prnn_crabs;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99979524979525;train;2.16221923;18;417;872;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971153846153846;test;2.16221923;18;417;872;3;3;140;binomial
651_fri_c0_100_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471721424302918;train;1.17330971333333;7;50;318;25;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.582800191640527;test;1.17330971333333;7;50;318;25;25;70;continuous
analcatdata_creditscore;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.086529975;3;24;70;4;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927083333333333;test;0.086529975;3;24;70;4;6;70;binomial
192_vineyard;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126094343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.623376630223206;train;0.126257863333333;7;10;152;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126094343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503758175786108;test;0.126257863333333;7;10;152;2;2;37;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506475631154331;train;0.847008243333333;3;72;150;10;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506299653636959;test;0.847008243333333;3;72;150;10;50;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82486140997417;train;0.18280766;3;85;176;11;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854103272363045;test;0.18280766;3;85;176;11;25;700;continuous
adult;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898118592711433;train;1.574250155;3;46;166;9;12;34190;binomial
adult;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894181958946272;test;1.574250155;3;46;166;9;12;34190;binomial
605_fri_c2_250_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329878753651772;train;0.693670438333333;3;160;326;6;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.542037900170707;test;0.693670438333333;3;160;326;6;25;175;continuous
597_fri_c2_500_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826765521319631;train;0.423727193333333;6;10;132;5;5;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852292052268367;test;0.423727193333333;6;10;132;5;5;350;continuous
breast;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982982954545455;train;0.907230915;5;9;98;2;9;490;binomial
breast;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980082947530864;test;0.907230915;5;9;98;2;9;490;binomial
649_fri_c0_500_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458957628405843;train;0.440027623333333;5;10;112;4;5;350;continuous
649_fri_c0_500_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465622020735606;test;0.440027623333333;5;10;112;4;5;350;continuous
562_cpu_small;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.320853510125493;train;0.54335593;9;60;428;3;12;5735;continuous
562_cpu_small;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.326210019580958;test;0.54335593;9;60;428;3;12;5735;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0962505474799853;train;2.61817231833333;20;408;856;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192386580890696;test;2.61817231833333;20;408;856;3;3;333;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812892581422848;train;1.29772714166667;6;220;452;14;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125182744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839397200162891;test;1.29772714166667;6;220;452;14;50;350;continuous
breast_w;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984967464838062;train;0.77079461835;3;160;326;2;8;490;binomial
breast_w;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977240470397405;test;0.77079461835;3;160;326;2;8;490;binomial
mfeat_fourier;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987960508219563;train;1.08560939833333;6;69;264;38;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966775395444809;test;1.08560939833333;6;69;264;38;76;1400;multinomial
602_fri_c3_250_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845926833599885;train;0.939091045;3;160;326;9;9;175;continuous
602_fri_c3_250_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847930881811949;test;0.939091045;3;160;326;9;9;175;continuous
hungarian;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899880394697498;train;1.91902299501667;10;12;234;11;12;206;binomial
hungarian;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916818457802064;test;1.91902299501667;10;12;234;11;12;206;binomial
agaricus_lepiota;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999716030940795;train;3.553634625;3;20;70;10;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999763225816837;test;3.553634625;3;20;70;10;20;5702;binomial
breast_cancer;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126115234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.743269900208865;train;1.10166191833333;12;9;222;4;9;201;binomial
breast_cancer;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126115234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.714586255259467;test;1.10166191833333;12;9;222;4;9;201;binomial
599_fri_c2_1000_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809737800778568;train;0.108895411666667;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807905233496059;test;0.108895411666667;3;25;156;5;5;700;continuous
665_sleuth_case2002;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.647552542614716;train;1.31635300833333;5;184;378;2;6;103;continuous
665_sleuth_case2002;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.775820071777811;test;1.31635300833333;5;184;378;2;6;103;continuous
buggyCrx;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936004269825419;train;0.222102478333333;3;50;166;5;13;483;binomial
buggyCrx;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854742308446012;test;0.222102478333333;3;50;166;5;13;483;binomial
glass;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869592835161367;train;1.53058155333333;8;253;522;4;9;144;multinomial
glass;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125142707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808240740740741;test;1.53058155333333;8;253;522;4;9;144;multinomial
clean1;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.271944133333333;3;84;174;2;92;334;binomial
clean1;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.271944133333333;3;84;174;2;92;334;binomial
waveform_21;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96757153809258;train;7.40829759668333;3;21;118;20;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965482480575128;test;7.40829759668333;3;21;118;20;21;3500;multinomial
344_mv;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143561268693757;train;5.330159355;5;200;410;10;10;28538;continuous
344_mv;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.141230262372328;test;5.330159355;5;200;410;10;10;28538;continuous
satimage;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998110514008205;train;8.49115127666667;13;360;746;18;24;4505;multinomial
satimage;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985785311398485;test;8.49115127666667;13;360;746;18;24;4505;multinomial
credit_g;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812767743843681;train;6.08742384333333;13;20;500;12;20;700;binomial
credit_g;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775581589028927;test;6.08742384333333;13;20;500;12;20;700;binomial
665_sleuth_case2002;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.665315296224626;train;0.603671211666667;3;160;326;2;6;103;continuous
665_sleuth_case2002;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.673449431449235;test;0.603671211666667;3;160;326;2;6;103;continuous
colic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88515406162465;train;0.718034891666667;3;160;326;10;22;258;binomial
colic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922417313189057;test;0.718034891666667;3;160;326;10;22;258;binomial
649_fri_c0_500_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465364483330879;train;0.324885675;3;10;72;5;5;350;continuous
649_fri_c0_500_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465214953117409;test;0.324885675;3;10;72;5;5;350;continuous
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970394736842105;train;0.164868459983333;6;12;168;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851851851851852;test;0.164868459983333;6;12;168;2;3;35;binomial
glass2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994854721549637;train;0.579660293333333;3;160;326;8;9;115;binomial
glass2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975;test;0.579660293333333;3;160;326;8;9;115;binomial
599_fri_c2_1000_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801668937365399;train;0.85771738;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834311547519159;test;0.85771738;3;160;326;5;5;700;continuous
505_tecator;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0486888335967624;train;1.27601648;6;220;452;5;17;168;continuous
505_tecator;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0778032767950078;test;1.27601648;6;220;452;5;17;168;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.111656805275524;train;0.190655783333333;8;10;180;2;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.347461862508244;test;0.190655783333333;8;10;180;2;2;47;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303586658547176;train;2.40281841835;9;280;578;7;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444956542365031;test;2.40281841835;9;280;578;7;25;350;continuous
228_elusage;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.388055952975598;train;0.0422924016666667;3;5;40;1;1;39;continuous
228_elusage;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125140445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.358885251569197;test;0.0422924016666667;3;5;40;1;1;39;continuous
horse_colic;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889089951964204;train;0.992673166666667;13;87;594;2;22;258;binomial
horse_colic;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855213675213675;test;0.992673166666667;13;87;594;2;22;258;binomial
591_fri_c1_100_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436119229912542;train;1.16692080166667;5;200;410;1;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.712891755117339;test;1.16692080166667;5;200;410;1;10;70;continuous
heart_statlog;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921573084791998;train;0.665187011666667;3;160;326;11;13;189;binomial
heart_statlog;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864864864864865;test;0.665187011666667;3;160;326;11;13;189;binomial
optdigits;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999442313922218;train;5.24007314666667;3;160;326;59;60;3934;multinomial
optdigits;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997855554753523;test;5.24007314666667;3;160;326;59;60;3934;multinomial
allhypo;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861634634193349;train;29.476115005;9;24;376;13;24;2639;multinomial
allhypo;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.794459660962619;test;29.476115005;9;24;376;13;24;2639;multinomial
656_fri_c1_100_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.973258982621103;train;0.1408816;3;10;76;0;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.07568396794315;test;0.1408816;3;10;76;0;5;70;continuous
prnn_crabs;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.569186908333333;3;160;326;2;3;140;binomial
prnn_crabs;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974416017797553;test;0.569186908333333;3;160;326;2;3;140;binomial
197_cpu_act;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.280094330056215;train;2.49496070333333;14;263;554;4;17;5735;continuous
197_cpu_act;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.28459811088114;test;2.49496070333333;14;263;554;4;17;5735;continuous
clean1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.463454158333333;3;112;230;1;91;334;binomial
clean1;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.463454158333333;3;112;230;1;91;334;binomial
712_chscase_geyser1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449669310629379;train;0.54040080335;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.464607722513745;test;0.54040080335;3;160;326;1;2;156;continuous
heart_statlog;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937344773086475;train;0.633341813333333;9;52;426;7;13;189;binomial
heart_statlog;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839799749687109;test;0.633341813333333;9;52;426;7;13;189;binomial
bupa;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.686851092896175;train;0.661906401666667;15;20;546;4;5;242;binomial
bupa;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.694255479969766;test;0.661906401666667;15;20;546;4;5;242;binomial
599_fri_c2_1000_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792738008420923;train;0.335585376666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839978833112384;test;0.335585376666667;3;10;72;5;5;700;continuous
cleveland;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821697869729114;train;0.277028741666667;9;13;230;13;13;213;multinomial
cleveland;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.664127935556507;test;0.277028741666667;9;13;230;13;13;213;multinomial
624_fri_c0_100_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.544150568133976;train;0.209797078333333;3;25;166;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535352112713061;test;0.209797078333333;3;25;166;5;5;70;continuous
1196_BNG_pharynx;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125132000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660974141672548;train;23.6278537483333;3;20;136;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125132000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661934190903188;test;23.6278537483333;3;20;136;10;10;700000;continuous
pendigits;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998395632398476;train;46.776890525;2;16;64;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998114893750382;test;46.776890525;2;16;64;16;16;7695;multinomial
wine_recognition;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0904549166666667;3;13;84;6;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994191919191919;test;0.0904549166666667;3;13;84;6;13;125;multinomial
allrep;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968302760420407;train;0.401192971666667;5;24;220;12;24;2641;multinomial
allrep;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90219739990714;test;0.401192971666667;5;24;220;12;24;2641;multinomial
german;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.785816350994965;train;0.18796735;3;66;166;4;20;700;binomial
german;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75124487004104;test;0.18796735;3;66;166;4;20;700;binomial
sleep;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.58912307818972;train;34.5963892083333;1;13;36;9;13;74136;multinomial
sleep;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.592281624920533;test;34.5963892083333;1;13;36;9;13;74136;multinomial
615_fri_c4_250_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796401770004995;train;1.663597455;10;18;374;9;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.912186376247069;test;1.663597455;10;18;374;9;9;175;continuous
yeast;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125154555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894421805140968;train;0.10640273665;3;8;56;8;8;1036;multinomial
yeast;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125154555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879151268030304;test;0.10640273665;3;8;56;8;8;1036;multinomial
flags;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878018193632229;train;1.794755275;6;220;452;30;40;125;multinomial
flags;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.765942760942761;test;1.794755275;6;220;452;30;40;125;multinomial
credit_g;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839516316115063;train;2.01235367;7;240;494;5;20;700;binomial
credit_g;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760506003430532;test;2.01235367;7;240;494;5;20;700;binomial
nikuradse_2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783001156819466;train;0.702226438333333;3;144;294;0;1;254;continuous
nikuradse_2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901141095722281;test;0.702226438333333;3;144;294;0;1;254;continuous
597_fri_c2_500_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826193971597311;train;0.385060516666667;3;10;72;5;5;350;continuous
597_fri_c2_500_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843214411998368;test;0.385060516666667;3;10;72;5;5;350;continuous
634_fri_c2_100_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125184203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791966520115689;train;0.849504876683333;3;160;326;2;9;70;continuous
634_fri_c2_100_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125184203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855555333553975;test;0.849504876683333;3;160;326;2;9;70;continuous
titanic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787283253588517;train;0.375918133333333;7;28;318;2;7;1545;binomial
titanic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.788779016613949;test;0.375918133333333;7;28;318;2;7;1545;binomial
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.399673316945488;train;1.86329857;9;248;514;64;71;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.369903709074116;test;1.86329857;9;248;514;64;71;742;continuous
clean2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999760606582648;train;13.9561786383333;10;300;620;4;105;4619;binomial
clean2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999032692809321;test;13.9561786383333;10;300;620;4;105;4619;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953125;train;2.05016901;20;350;740;5;7;68;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848214285714286;test;2.05016901;20;350;740;5;7;68;binomial
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607390099828299;train;3.00712563166667;3;18;96;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610966767217852;test;3.00712563166667;3;18;96;9;9;21773;continuous
645_fri_c3_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170622731876865;train;2.60707452333333;10;300;620;5;50;350;continuous
645_fri_c3_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317944858215723;test;2.60707452333333;10;300;620;5;50;350;continuous
637_fri_c1_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242643594765147;train;4.00030472833333;16;388;808;13;50;350;continuous
637_fri_c1_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397631119793665;test;4.00030472833333;16;388;808;13;50;350;continuous
calendarDOW;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823117534175886;train;3.07227886833333;5;14;134;3;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734297742774601;test;3.07227886833333;5;14;134;3;14;280;multinomial
192_vineyard;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566741190591031;train;0.107005258333333;5;4;48;2;2;37;continuous
192_vineyard;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.575392080098275;test;0.107005258333333;5;4;48;2;2;37;continuous
horse_colic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96110529072813;train;1.16441702166667;5;200;410;19;22;258;binomial
horse_colic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882575757575758;test;1.16441702166667;5;200;410;19;22;258;binomial
glass;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930930440494872;train;0.7449313;3;160;326;5;9;144;multinomial
glass;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819918084436043;test;0.7449313;3;160;326;5;9;144;multinomial
592_fri_c4_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854914514941102;train;0.772103683333333;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841091629902639;test;0.772103683333333;3;160;326;5;25;700;continuous
allrep;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72283657881484;train;0.18080995;3;25;108;1;25;2641;multinomial
allrep;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.728538812785388;test;0.18080995;3;25;108;1;25;2641;multinomial
nikuradse_1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.191452951281158;train;0.0656531833333333;3;10;80;2;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.180379727324104;test;0.0656531833333333;3;10;80;2;2;254;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124182435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223173636236752;train;2.69942799666667;17;402;838;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124182435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360928763612582;test;2.69942799666667;17;402;838;5;5;700;continuous
twonorm;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125181438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998261180447218;train;2.68665765166667;3;20;102;20;20;5180;binomial
twonorm;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125181438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997336734950725;test;2.68665765166667;3;20;102;20;20;5180;binomial
coil2000;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725381787330317;train;17.54167213;14;332;692;3;59;6876;binomial
coil2000;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.754748686218003;test;17.54167213;14;332;692;3;59;6876;binomial
calendarDOW;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987484440496306;train;2.04512667;10;284;588;11;14;280;multinomial
calendarDOW;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902233909495096;test;2.04512667;10;284;588;11;14;280;multinomial
phoneme;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975319208257627;train;5.82479176666667;10;300;620;5;5;3783;binomial
phoneme;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125203535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93900546936042;test;5.82479176666667;10;300;620;5;5;3783;binomial
561_cpu;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.144586406298032;train;0.367650118333333;3;14;100;7;7;147;continuous
561_cpu;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.193274428796844;test;0.367650118333333;3;14;100;7;7;147;continuous
mfeat_factors;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982541419830342;train;10.5746216566667;3;66;138;5;130;1400;multinomial
mfeat_factors;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97933380982754;test;10.5746216566667;3;66;138;5;130;1400;multinomial
wine_quality_white;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.624779288766166;train;6.45733628;11;320;662;3;11;3429;multinomial
wine_quality_white;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.647309588067474;test;6.45733628;11;320;662;3;11;3429;multinomial
597_fri_c2_500_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822298059897079;train;0.277515578333333;3;10;72;5;5;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888878683646939;test;0.277515578333333;3;10;72;5;5;350;continuous
hypothyroid;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125123042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945510054471386;train;1.32320565333333;7;192;398;7;20;2215;binomial
hypothyroid;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125123042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933554289346439;test;1.32320565333333;7;192;398;7;20;2215;binomial
611_fri_c3_100_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781752477549703;train;0.103929753333333;3;20;150;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.946124450656624;test;0.103929753333333;3;20;150;4;4;70;continuous
617_fri_c3_500_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836385734717188;train;0.76749697335;6;10;132;5;5;350;continuous
617_fri_c3_500_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897843456147873;test;0.76749697335;6;10;132;5;5;350;continuous
sonar;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983858858858859;train;0.693075726683333;8;184;384;29;60;146;binomial
sonar;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752432432432432;test;0.693075726683333;8;184;384;29;60;146;binomial
lupus;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880718954248366;train;0.0558930983333333;3;2;16;1;2;61;binomial
lupus;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124205207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8125;test;0.0558930983333333;3;2;16;1;2;61;binomial
654_fri_c0_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54757535787639;train;0.115372848333333;3;50;166;5;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522078793129866;test;0.115372848333333;3;50;166;5;10;350;continuous
breast_cancer_wisconsin;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977769679300292;train;0.602631026666667;3;160;326;3;23;399;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975384615384615;test;0.602631026666667;3;160;326;3;23;399;binomial
australian;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940173018795817;train;0.62863631;3;160;326;14;14;483;binomial
australian;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944633088096585;test;0.62863631;3;160;326;14;14;483;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904761904761905;train;0.320083675;11;12;276;3;3;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.685185185185185;test;0.320083675;11;12;276;3;3;37;binomial
591_fri_c1_100_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.733940319754724;train;0.338754021666667;3;20;136;8;10;70;continuous
591_fri_c1_100_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.00336957288211;test;0.338754021666667;3;20;136;8;10;70;continuous
656_fri_c1_100_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795076944203343;train;0.359189778333333;9;25;418;5;5;70;continuous
656_fri_c1_100_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835080404864338;test;0.359189778333333;9;25;418;5;5;70;continuous
shuttle;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997980131034363;train;32.466906225;6;220;452;5;8;40600;multinomial
shuttle;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999993002348738;test;32.466906225;6;220;452;5;8;40600;multinomial
ring;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772678392390579;train;1.39453272;3;160;326;20;20;5180;binomial
ring;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.758879412717262;test;1.39453272;3;160;326;20;20;5180;binomial
clean1;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.64170813;3;34;74;22;94;334;binomial
clean1;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.64170813;3;34;74;22;94;334;binomial
wdbc;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.222040213333333;3;76;166;17;21;399;binomial
wdbc;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987455197132616;test;0.222040213333333;3;76;166;17;21;399;binomial
637_fri_c1_500_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213492576414523;train;3.82833449833333;13;360;746;7;50;350;continuous
637_fri_c1_500_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39005500751004;test;3.82833449833333;13;360;746;7;50;350;continuous
analcatdata_japansolvent;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913690476190476;train;0.422667465;3;112;230;4;4;37;binomial
analcatdata_japansolvent;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124150259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851851851851852;test;0.422667465;3;112;230;4;4;37;binomial
644_fri_c4_250_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125195500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.947214610312247;train;0.935192918333333;3;160;326;0;25;175;continuous
644_fri_c4_250_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125195500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.991713333546423;test;0.935192918333333;3;160;326;0;25;175;continuous
294_satellite_image;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126094730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479023671407214;train;2.54267708;3;49;146;25;25;4505;continuous
294_satellite_image;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126094730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493922059779675;test;2.54267708;3;49;146;25;25;4505;continuous
contraceptive;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847134658068161;train;1.088141575;3;160;326;9;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737271494443626;test;1.088141575;3;160;326;9;9;1032;multinomial
analcatdata_creditscore;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.10254081;3;24;102;4;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.10254081;3;24;102;4;6;70;binomial
hypothyroid;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934870966843907;train;1.88929878166667;14;220;468;19;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.879684910671722;test;1.88929878166667;14;220;468;19;20;2215;binomial
1193_BNG_lowbwt;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.58582921840258;train;30.4294225233333;4;180;368;8;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.603254464713734;test;30.4294225233333;4;180;368;8;9;21773;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788713376595644;train;0.777326005;11;125;522;9;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.940061205201219;test;0.777326005;11;125;522;9;25;175;continuous
mfeat_morphological;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917149324211728;train;1.97341545;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91720370522651;test;1.97341545;3;160;326;2;2;1400;multinomial
new_thyroid;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125192557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996881967670011;train;1.25130910166667;5;200;410;3;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125192557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986542443064182;test;1.25130910166667;5;200;410;3;5;151;multinomial
cleve;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126093211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944664031620553;train;0.831958528333333;5;200;410;10;13;213;binomial
cleve;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126093211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901679841897233;test;0.831958528333333;5;200;410;10;13;213;binomial
687_sleuth_ex1605;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.612130381987626;train;0.267483383333333;6;10;132;4;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769390946845459;test;0.267483383333333;6;10;132;4;5;44;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840678518112162;train;0.86189884;3;72;150;7;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821753720637078;test;0.86189884;3;72;150;7;100;700;continuous
heart_c;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125201555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934433541480821;train;3.32411220166667;20;500;1040;11;13;213;binomial
heart_c;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125201555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878772884710539;test;3.32411220166667;20;500;1040;11;13;213;binomial
218_house_8L;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348704147735954;train;14.2106876866667;6;220;452;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372342547276873;test;14.2106876866667;6;220;452;8;8;15949;continuous
glass2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867211131276467;train;0.701980455;9;9;170;8;9;115;binomial
glass2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644283121597096;test;0.701980455;9;9;170;8;9;115;binomial
624_fri_c0_100_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394403293356354;train;0.670250775;3;160;326;4;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677130505857116;test;0.670250775;3;160;326;4;5;70;continuous
207_autoPrice;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.358091206953014;train;0.468967695;9;55;438;3;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.550626165089879;test;0.468967695;9;55;438;3;11;112;continuous
heart_c;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93505227715754;train;1.053262285;6;220;452;11;13;213;binomial
heart_c;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954751131221719;test;1.053262285;6;220;452;11;13;213;binomial
analcatdata_asbestos;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831597222222222;train;1.65949741166667;20;327;694;3;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;test;1.65949741166667;20;327;694;3;3;59;binomial
687_sleuth_ex1605;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.655421574218251;train;0.933830111666667;5;200;410;3;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.761203058960785;test;0.933830111666667;5;200;410;3;5;44;continuous
collins;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987179487179487;train;2.63414129665;9;232;482;1;20;340;multinomial
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nikuradse_1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.199559366585702;train;0.117439778333333;3;4;32;2;2;254;continuous
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207_autoPrice;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.351800459979415;train;0.409413388333333;7;50;344;4;10;112;continuous
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556_analcatdata_apnea2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.128712182201184;train;2.05470159333333;11;320;662;2;3;333;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177877222849366;test;2.05470159333333;11;320;662;2;3;333;continuous
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589_fri_c2_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808497973378407;train;1.14887481833333;6;50;272;10;25;700;continuous
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clean2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969624162084808;train;2.44282359333333;3;160;326;108;108;4619;binomial
clean2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967260568538954;test;2.44282359333333;3;160;326;108;108;4619;binomial
credit_a;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929724142723135;train;2.04878192666667;9;280;578;10;14;483;binomial
credit_a;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125113604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899641577060932;test;2.04878192666667;9;280;578;10;14;483;binomial
227_cpu_small;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314630371300261;train;1.94654319;5;24;190;3;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.308485775212204;test;1.94654319;5;24;190;3;12;5735;continuous
646_fri_c3_500_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163413712462377;train;2.70210909333333;13;344;714;3;9;350;continuous
646_fri_c3_500_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310175246757713;test;2.70210909333333;13;344;714;3;9;350;continuous
vehicle;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943786949634535;train;0.275811848333333;9;13;212;13;13;593;multinomial
vehicle;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933760755907596;test;0.275811848333333;9;13;212;13;13;593;multinomial
547_no2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.538611619093815;train;1.51675533166667;7;240;494;7;7;350;continuous
547_no2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125114504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.673612045473161;test;1.51675533166667;7;240;494;7;7;350;continuous
218_house_8L;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125112718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459331009412056;train;4.39237822;8;260;536;5;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125112718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44309356894392;test;4.39237822;8;260;536;5;8;15949;continuous
backache;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.832818930041152;train;1.90950945666667;7;240;494;29;31;126;binomial
backache;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811550151975684;test;1.90950945666667;7;240;494;29;31;126;binomial
650_fri_c0_500_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439903012028282;train;1.81823275333333;7;224;462;34;50;350;continuous
650_fri_c0_500_50;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524286485171121;test;1.81823275333333;7;224;462;34;50;350;continuous
horse_colic;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906986642221058;train;1.76548525;7;22;248;6;22;258;binomial
horse_colic;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841253443526171;test;1.76548525;7;22;248;6;22;258;binomial
fars;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869777276021177;train;39.7570240933333;0;100;200;5;21;70678;multinomial
fars;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845985665199527;test;39.7570240933333;0;100;200;5;21;70678;multinomial
592_fri_c4_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834687431774539;train;0.175918235016667;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81377467466367;test;0.175918235016667;3;85;176;5;25;700;continuous
waveform_40;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99008521991688;train;2.77678883165;3;160;326;40;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969926652117655;test;2.77678883165;3;160;326;40;40;3500;multinomial
allbp;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970386969527863;train;1.076063725;12;25;498;18;25;2641;multinomial
allbp;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966477438463437;test;1.076063725;12;25;498;18;25;2641;multinomial
wine_recognition;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999462943071966;train;0.622200793333333;3;13;88;8;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.622200793333333;3;13;88;8;13;125;multinomial
195_auto_price;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499211561412477;train;1.05149930333333;9;20;368;3;10;112;continuous
195_auto_price;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.383062632710153;test;1.05149930333333;9;20;368;3;10;112;continuous
analcatdata_creditscore;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0727865183166667;3;24;70;5;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0727865183166667;3;24;70;5;6;70;binomial
cleve;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126094916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970260901295384;train;0.597052106666667;3;160;326;10;13;213;binomial
cleve;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126094916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883861236802413;test;0.597052106666667;3;160;326;10;13;213;binomial
lupus;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864219114219114;train;0.0646927166666667;3;2;16;2;2;61;binomial
lupus;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85207100591716;test;0.0646927166666667;3;2;16;2;2;61;binomial
654_fri_c0_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126093603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.519342088683097;train;0.221643618333333;5;50;250;10;10;350;continuous
654_fri_c0_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126093603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.554663650665721;test;0.221643618333333;5;50;250;10;10;350;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.723246020649237;train;0.45014954165;7;125;354;14;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888195952737826;test;0.45014954165;7;125;354;14;25;175;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608133625667134;train;7.07835956;5;45;250;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602601313294751;test;7.07835956;5;45;250;9;9;21773;continuous
breast;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986672532952025;train;0.670411833333333;3;160;326;2;10;490;binomial
breast;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954830421377184;test;0.670411833333333;3;160;326;2;10;490;binomial
hypothyroid;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125132802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950590647996065;train;6.01376999;9;20;326;17;20;2215;binomial
hypothyroid;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125132802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.922067603459626;test;6.01376999;9;20;326;17;20;2215;binomial
crx;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969126162484647;train;0.798178153333333;3;160;326;9;13;483;binomial
crx;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93202614379085;test;0.798178153333333;3;160;326;9;13;483;binomial
195_auto_price;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.307923825452766;train;1.68086024333333;13;259;544;10;10;112;continuous
195_auto_price;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444094105323266;test;1.68086024333333;13;259;544;10;10;112;continuous
564_fried;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125135932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487411459135994;train;0.191719725;3;50;166;10;10;28538;continuous
564_fried;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125135932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489286515144108;test;0.191719725;3;50;166;10;10;28538;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874630320382273;train;0.832574631666667;3;160;326;2;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.939985428393193;test;0.832574631666667;3;160;326;2;10;70;continuous
hepatitis;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935064935064935;train;1.567896895;6;220;452;13;18;109;binomial
hepatitis;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.696103896103896;test;1.567896895;6;220;452;13;18;109;binomial
574_house_16H;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126101941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495747048303814;train;1.05828079;15;75;680;15;15;15949;continuous
574_house_16H;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126101941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48157358721713;test;1.05828079;15;75;680;15;15;15949;continuous
1196_BNG_pharynx;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.665116387160229;train;41.5593423216667;1;120;242;7;10;700000;continuous
1196_BNG_pharynx;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66548076311174;test;41.5593423216667;1;120;242;7;10;700000;continuous
crx;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124190418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901974993888171;train;2.11719479333333;10;14;270;5;14;483;binomial
crx;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124190418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92225238719341;test;2.11719479333333;10;14;270;5;14;483;binomial
spambase;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988103250843952;train;8.048095625;15;371;772;49;53;3221;binomial
spambase;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979811363924128;test;8.048095625;15;371;772;49;53;3221;binomial
666_rmftsa_ladata;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.608017544834452;train;1.92456563166667;11;288;598;9;10;356;continuous
666_rmftsa_ladata;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.464632575845179;test;1.92456563166667;11;288;598;9;10;356;continuous
dermatology;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.400654488333333;5;26;188;22;26;257;multinomial
dermatology;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976610065214716;test;0.400654488333333;5;26;188;22;26;257;multinomial
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811139286265735;train;0.11823683;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811788056379002;test;0.11823683;3;25;156;5;5;700;continuous
560_bodyfat;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0372557877958443;train;0.539206123333333;3;25;126;1;13;177;continuous
560_bodyfat;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0359534131470491;test;0.539206123333333;3;25;126;1;13;177;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821110522839689;train;1.56226784501667;7;240;494;26;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848752219415629;test;1.56226784501667;7;240;494;26;49;350;continuous
analcatdata_cyyoung9302;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932;train;0.323696905;6;7;94;6;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891304347826087;test;0.323696905;6;7;94;6;7;65;binomial
653_fri_c0_250_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4692577351431;train;0.212093215;3;90;186;10;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.440538476368349;test;0.212093215;3;90;186;10;25;175;continuous
cars;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835263211589471;train;2.20052235166667;9;7;132;4;7;275;multinomial
cars;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840413533834587;test;2.20052235166667;9;7;132;4;7;275;multinomial
230_machine_cpu;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.263952720793302;train;0.33692534;3;12;88;6;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.293639443265135;test;0.33692534;3;12;88;6;6;147;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837856295671934;train;1.35189787666667;5;200;410;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837226571671823;test;1.35189787666667;5;200;410;5;10;700;continuous
shuttle;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818621436623005;train;2.480652985;11;8;180;3;8;40600;multinomial
shuttle;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.800328942968592;test;2.480652985;11;8;180;3;8;40600;multinomial
glass2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.806451612903226;train;0.264436011666667;3;9;64;7;9;115;binomial
glass2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740869565217391;test;0.264436011666667;3;9;64;7;9;115;binomial
612_fri_c1_1000_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125154609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157511086666569;train;1.97218553333333;12;292;608;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125154609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290456856827628;test;1.97218553333333;12;292;608;5;5;700;continuous
saheart;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820944787379973;train;0.743122675016667;8;9;150;8;9;324;binomial
saheart;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735241502683363;test;0.743122675016667;8;9;150;8;9;324;binomial
601_fri_c1_250_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194766326429866;train;2.27289803;20;410;860;5;5;175;continuous
601_fri_c1_250_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355429206995874;test;2.27289803;20;410;860;5;5;175;continuous
635_fri_c0_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347309134422696;train;2.669261875;17;392;818;10;10;175;continuous
635_fri_c0_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524548645944545;test;2.669261875;17;392;818;10;10;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826730179819492;train;0.56698316;3;48;150;10;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846714962732723;test;0.56698316;3;48;150;10;24;175;continuous
heart_c;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125201555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943532560214095;train;0.783033941666667;7;13;186;9;13;213;binomial
heart_c;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125201555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89213260761999;test;0.783033941666667;7;13;186;9;13;213;binomial
twonorm;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997896064105867;train;1.11296645833333;3;160;326;20;20;5180;binomial
twonorm;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99790174994866;test;1.11296645833333;3;160;326;20;20;5180;binomial
tokyo1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.657079249483525;train;1.751198065;5;21;206;14;21;672;binomial
tokyo1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.654971732623878;test;1.751198065;5;21;206;14;21;672;binomial
227_cpu_small;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318898821254887;train;2.05117533166667;5;24;196;3;12;5735;continuous
227_cpu_small;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321514396416997;test;2.05117533166667;5;24;196;3;12;5735;continuous
564_fried;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486608827455728;train;4.70144301666667;9;216;450;9;10;28538;continuous
564_fried;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488611963006814;test;4.70144301666667;9;216;450;9;10;28538;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316858948080354;train;0.103198918333333;3;20;126;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.299579365183641;test;0.103198918333333;3;20;126;4;4;227;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478093896587809;train;1.04268666166667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496349043541389;test;1.04268666166667;3;160;326;5;5;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805990592424907;train;0.785541505;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833631083665193;test;0.785541505;3;160;326;5;25;700;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.618840656762491;train;24.0480124500167;20;435;912;8;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.687889835691247;test;24.0480124500167;20;435;912;8;9;12248;continuous
spambase;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988072332237906;train;2.65497503666667;3;160;326;55;55;3221;binomial
spambase;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96908085824042;test;2.65497503666667;3;160;326;55;55;3221;binomial
690_visualizing_galaxy;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318698540383353;train;0.262795205;3;6;48;3;3;227;continuous
690_visualizing_galaxy;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.341569708125933;test;0.262795205;3;6;48;3;3;227;continuous
1030_ERA;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126092526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.739842616368016;train;0.210589858333333;7;20;270;4;4;700;continuous
1030_ERA;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126092526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80071235779011;test;0.210589858333333;7;20;270;4;4;700;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862475814704057;train;0.684306226666667;3;72;150;27;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854453035947905;test;0.684306226666667;3;72;150;27;50;350;continuous
666_rmftsa_ladata;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498658108225713;train;2.03390061;18;268;572;7;10;356;continuous
666_rmftsa_ladata;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.598027854101645;test;2.03390061;18;268;572;7;10;356;continuous
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nikuradse_1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.238577366116909;test;0.838084898333333;5;184;378;2;2;254;continuous
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908333333333333;train;0.639285548333333;12;7;176;4;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92;test;0.639285548333333;12;7;176;4;7;68;binomial
505_tecator;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0915036723068224;train;0.184862308333333;3;83;186;13;18;168;continuous
505_tecator;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.086589197095112;test;0.184862308333333;3;83;186;13;18;168;continuous
vehicle;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945768644528864;train;1.90324640833333;8;222;460;13;13;593;multinomial
vehicle;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94555394423299;test;1.90324640833333;8;222;460;13;13;593;multinomial
695_chatfield_4;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.346086365688538;train;1.65014742001667;12;18;446;7;9;165;continuous
695_chatfield_4;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430084819047315;test;1.65014742001667;12;18;446;7;9;165;continuous
227_cpu_small;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.189034240717595;train;2.717555465;7;224;462;12;12;5735;continuous
227_cpu_small;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.184016682195313;test;2.717555465;7;224;462;12;12;5735;continuous
225_puma8NH;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743036296173791;train;1.974753325;5;200;410;7;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.754128075630319;test;1.974753325;5;200;410;7;8;5735;continuous
mfeat_morphological;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917580787661955;train;2.60775565833333;7;224;462;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916127830014833;test;2.60775565833333;7;224;462;2;2;1400;multinomial
603_fri_c0_250_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431651818895275;train;0.48008325;7;170;354;28;50;175;continuous
603_fri_c0_250_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200948_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.624488630657094;test;0.48008325;7;170;354;28;50;175;continuous
294_satellite_image;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463780994490696;train;5.36342349166667;5;52;230;26;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472590499630576;test;5.36342349166667;5;52;230;26;26;4505;continuous
analcatdata_cyyoung9302;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963010204081633;train;1.01294604833333;5;200;410;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.01294604833333;5;200;410;6;6;65;binomial
german;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881245214627007;train;0.90548731;3;160;326;20;20;700;binomial
german;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75392725917248;test;0.90548731;3;160;326;20;20;700;binomial
678_visualizing_environmental;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.766004664716367;train;0.231273895;7;15;188;3;3;78;continuous
678_visualizing_environmental;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604588576640794;test;0.231273895;7;15;188;3;3;78;continuous
phoneme;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804727286208768;train;0.762393941666667;6;5;66;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.797873472533118;test;0.762393941666667;6;5;66;5;5;3783;binomial
analcatdata_asbestos;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83041958041958;train;0.0848304533333333;3;12;80;2;3;59;binomial
analcatdata_asbestos;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937062937062937;test;0.0848304533333333;3;12;80;2;3;59;binomial
dermatology;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.05615360666667;3;160;326;23;25;257;multinomial
dermatology;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996998050682261;test;1.05615360666667;3;160;326;23;25;257;multinomial
wine_quality_red;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969453310947103;train;5.93067852;20;479;998;10;11;1120;multinomial
wine_quality_red;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846370166156253;test;5.93067852;20;479;998;10;11;1120;multinomial
588_fri_c4_1000_100;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855191072033589;train;0.2957898;3;90;186;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816100251803588;test;0.2957898;3;90;186;5;100;700;continuous
prnn_synth;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979084967320261;train;0.793399106666667;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94;test;0.793399106666667;3;160;326;2;2;175;binomial
210_cloud;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.277507981813803;train;0.381972685;8;25;366;3;5;76;continuous
210_cloud;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.283890583822137;test;0.381972685;8;25;366;3;5;76;continuous
profb;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125183037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648193289360482;train;0.68695766;12;36;536;4;9;471;binomial
profb;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125183037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.68576881134133;test;0.68695766;12;36;536;4;9;471;binomial
sleep;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886996837839546;train;34.744969375;2;140;284;13;13;74136;multinomial
sleep;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883577607518713;test;34.744969375;2;140;284;13;13;74136;multinomial
wine_recognition;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993886743886744;train;0.758220648333333;3;160;326;10;13;125;multinomial
wine_recognition;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.758220648333333;3;160;326;10;13;125;multinomial
collins;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125181250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;7.78212127165;3;20;90;1;20;340;multinomial
collins;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125181250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999946581196581;test;7.78212127165;3;20;90;1;20;340;multinomial
557_analcatdata_apnea1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.100896985634553;train;1.14367358833333;5;200;410;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186195552365818;test;1.14367358833333;5;200;410;3;3;333;continuous
flags;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856426521550791;train;11.0619348483333;12;40;516;24;40;125;multinomial
flags;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763984287317621;test;11.0619348483333;12;40;516;24;40;125;multinomial
appendicitis;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936666666666667;train;0.518596113333333;3;160;326;4;4;75;binomial
appendicitis;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78;test;0.518596113333333;3;160;326;4;4;75;binomial
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627_fri_c2_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822653419947602;train;1.536019545;5;200;410;3;10;350;continuous
627_fri_c2_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85491003149977;test;1.536019545;5;200;410;3;10;350;continuous
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cmc;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124181343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724863699681178;train;3.956797365;10;9;178;3;9;1032;multinomial
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glass;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903006723040951;train;0.36870866;14;9;244;3;9;144;multinomial
glass;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793894139886579;test;0.36870866;14;9;244;3;9;144;multinomial
607_fri_c4_1000_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196093716781371;train;3.913546875;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282522582630411;test;3.913546875;3;160;326;5;50;700;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853598459071195;train;0.826189881666667;3;160;326;5;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861602302306514;test;0.826189881666667;3;160;326;5;25;350;continuous
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592_fri_c4_1000_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125175345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864651735953305;test;1.27127578666667;8;50;356;6;25;700;continuous
horse_colic;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897130102040816;train;2.71827562333333;12;22;442;7;22;258;binomial
horse_colic;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876279239766082;test;2.71827562333333;12;22;442;7;22;258;binomial
analcatdata_japansolvent;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125204517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988095238095238;train;0.644188258333333;3;160;326;5;5;37;binomial
analcatdata_japansolvent;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125204517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740740740740741;test;0.644188258333333;3;160;326;5;5;37;binomial
621_fri_c0_100_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124171340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486714820178805;train;1.34642656333333;5;200;410;7;10;70;continuous
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663_rabe_266;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.109260905749565;train;0.0932127583333333;3;4;32;2;2;84;continuous
663_rabe_266;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126095658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.114569892294192;test;0.0932127583333333;3;4;32;2;2;84;continuous
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haberman;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.718714055670577;train;0.236117038333333;9;12;226;2;3;215;binomial
haberman;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.673611111111111;test;0.236117038333333;9;12;226;2;3;215;binomial
564_fried;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284938329412527;train;32.3591945816667;6;220;452;10;10;28538;continuous
564_fried;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309354755667401;test;32.3591945816667;6;220;452;10;10;28538;continuous
magic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85377164337338;train;0.937687968333333;10;36;446;8;9;13314;binomial
magic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.840607867846271;test;0.937687968333333;10;36;446;8;9;13314;binomial
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125135959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607378955231508;train;7.87931681001667;8;45;372;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125135959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.60454247258825;test;7.87931681001667;8;45;372;9;9;21773;continuous
695_chatfield_4;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125102458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316821220940616;train;0.452837753333333;10;30;460;2;6;165;continuous
695_chatfield_4;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125102458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.309450750565548;test;0.452837753333333;10;30;460;2;6;165;continuous
dis;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124190207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.532154274089758;train;2.64642125833333;7;24;228;21;24;2641;binomial
dis;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124190207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.537816387816388;test;2.64642125833333;7;24;228;21;24;2641;binomial
allrep;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897733366851014;train;30.5099610483333;7;24;304;18;24;2641;multinomial
allrep;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.839945455641273;test;30.5099610483333;7;24;304;18;24;2641;multinomial
vowel;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126103350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973505911506328;train;2.688219955;7;208;430;12;13;693;multinomial
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633_fri_c0_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451297270475843;train;0.192518173333333;3;90;186;17;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.588625278905905;test;0.192518173333333;3;90;186;17;25;350;continuous
hepatitis;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931556948798328;train;1.409802115;7;240;494;17;19;109;binomial
hepatitis;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836111111111111;test;1.409802115;7;240;494;17;19;109;binomial
591_fri_c1_100_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124211802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262734007369276;train;1.898237945;12;340;704;9;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124211802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.647448152017719;test;1.898237945;12;340;704;9;10;70;continuous
195_auto_price;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315608332509893;train;0.68945374;12;45;554;4;9;112;continuous
195_auto_price;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466697729016893;test;0.68945374;12;45;554;4;9;112;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820142036418278;train;0.260095325;7;25;324;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.895640629641188;test;0.260095325;7;25;324;5;5;700;continuous
irish;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125142009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871332275971451;train;1.83682474833333;20;368;776;3;4;350;binomial
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195_auto_price;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461322383624778;test;1.27736476;9;20;366;10;10;112;continuous
ionosphere;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987762112645817;train;0.86178124;3;160;326;24;32;246;binomial
ionosphere;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937798092209857;test;0.86178124;3;160;326;24;32;246;binomial
labor;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.610204238333333;3;160;326;15;15;40;binomial
labor;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980769230769231;test;0.610204238333333;3;160;326;15;15;40;binomial
597_fri_c2_500_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811740118027793;train;0.117977536666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.877215847689037;test;0.117977536666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838511475285335;train;0.107469408333333;3;25;156;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908315650895883;test;0.107469408333333;3;25;156;5;5;350;continuous
analcatdata_authorship;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.129863365;3;160;326;70;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999873088393934;test;1.129863365;3;160;326;70;70;589;multinomial
573_cpu_act;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.312230735077669;train;0.447392741666667;7;80;344;2;16;5735;continuous
573_cpu_act;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317806185348541;test;0.447392741666667;7;80;344;2;16;5735;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886904761904762;train;0.457533051666667;13;16;410;3;4;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.611111111111111;test;0.457533051666667;13;16;410;3;4;37;binomial
687_sleuth_ex1605;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.635414629903487;train;0.22831732;6;8;108;3;4;44;continuous
687_sleuth_ex1605;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.584264113377051;test;0.22831732;6;8;108;3;4;44;continuous
656_fri_c1_100_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422583276732578;train;1.41523607333333;7;240;494;1;5;70;continuous
656_fri_c1_100_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.841757666157247;test;1.41523607333333;7;240;494;1;5;70;continuous
allhypo;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835325067814601;train;1.30683188;15;24;634;7;24;2639;multinomial
allhypo;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.828242906629074;test;1.30683188;15;24;634;7;24;2639;multinomial
228_elusage;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46689918625768;train;0.0710042866666667;5;2;24;1;1;39;continuous
228_elusage;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.538228479466783;test;0.0710042866666667;5;2;24;1;1;39;continuous
561_cpu;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144004179733679;train;0.30383349;6;35;292;6;7;147;continuous
561_cpu;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197398061082143;test;0.30383349;6;35;292;6;7;147;continuous
590_fri_c0_1000_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486927814826304;train;2.00399712333333;6;99;276;17;50;700;continuous
590_fri_c0_1000_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486205480367688;test;2.00399712333333;6;99;276;17;50;700;continuous
1193_BNG_lowbwt;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.614201435962513;train;2.25209928;3;18;92;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.615209905504843;test;2.25209928;3;18;92;9;9;21773;continuous
665_sleuth_case2002;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.714514125598718;train;1.84420249166667;13;232;490;5;6;103;continuous
665_sleuth_case2002;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.70324262536358;test;1.84420249166667;13;232;490;5;6;103;continuous
643_fri_c2_500_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219800496669697;train;0.988283481666667;3;160;326;25;25;350;continuous
643_fri_c2_500_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422608193955288;test;0.988283481666667;3;160;326;25;25;350;continuous
505_tecator;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0486543695982606;train;0.418003021666667;3;32;150;16;16;168;continuous
505_tecator;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0501770672660251;test;0.418003021666667;3;32;150;16;16;168;continuous
294_satellite_image;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447491434745773;train;0.226149515;3;85;176;24;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.471528341545506;test;0.226149515;3;85;176;24;26;4505;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810061024050085;train;0.901732521666667;3;160;326;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869844758515446;test;0.901732521666667;3;160;326;5;5;350;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833175819148123;train;0.808578643333333;3;160;326;10;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849535190067095;test;0.808578643333333;3;160;326;10;10;700;continuous
641_fri_c1_500_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835903974427114;train;0.336583203333333;3;20;128;10;10;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835529863727115;test;0.336583203333333;3;20;128;10;10;350;continuous
651_fri_c0_100_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.644132591967584;train;0.452989428333333;7;124;354;13;25;70;continuous
651_fri_c0_100_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786022859929466;test;0.452989428333333;7;124;354;13;25;70;continuous
591_fri_c1_100_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419577076037179;train;0.646516808333333;3;160;326;1;10;70;continuous
591_fri_c1_100_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.730167955912323;test;0.646516808333333;3;160;326;1;10;70;continuous
192_vineyard;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.593634519020841;train;0.063946475;3;10;80;2;2;37;continuous
192_vineyard;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.717941775870625;test;0.063946475;3;10;80;2;2;37;continuous
biomed;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950645564348188;train;0.49322329;10;8;168;7;8;147;binomial
biomed;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973290598290598;test;0.49322329;10;8;168;7;8;147;binomial
breast;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125155551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.446687913333333;6;36;284;7;9;490;binomial
breast;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125155551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985600168173218;test;0.446687913333333;6;36;284;7;9;490;binomial
pendigits;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998071449276816;train;5.85528389333333;3;160;326;16;16;7695;multinomial
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601_fri_c1_250_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826151719158348;train;0.855456366666667;3;160;326;5;5;175;continuous
601_fri_c1_250_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805230839616398;test;0.855456366666667;3;160;326;5;5;175;continuous
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564_fried;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487334014096237;train;2.93754814;9;20;370;5;10;28538;continuous
564_fried;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490809545048114;test;2.93754814;9;20;370;5;10;28538;continuous
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iris;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999481999481999;train;0.61530002;3;160;326;3;3;105;multinomial
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529_pollen;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.432407434387239;train;2.26891963;10;252;524;4;4;2694;continuous
529_pollen;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446365720894406;test;2.26891963;10;252;524;4;4;2694;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41146184046126;train;0.579041916666667;3;160;326;4;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.640550459043801;test;0.579041916666667;3;160;326;4;5;70;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211399103903799;train;1.61299054333333;6;220;452;4;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373156309234584;test;1.61299054333333;6;220;452;4;10;350;continuous
phoneme;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.800185430800384;train;1.49187353666667;5;200;410;4;5;3783;binomial
phoneme;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80421713747857;test;1.49187353666667;5;200;410;4;5;3783;binomial
nikuradse_1;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.188931760426596;train;0.07998316;3;4;32;2;2;254;continuous
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texture;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125141027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999842121195323;test;24.0533304766667;3;12;80;12;12;3850;multinomial
1201_BNG_breastTumor;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125130614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917820750464212;train;2.60269392;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125130614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916806238363371;test;2.60269392;3;18;122;9;9;81648;continuous
561_cpu;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.116706051328556;train;0.383224605;8;35;376;6;7;147;continuous
561_cpu;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.186865381641751;test;0.383224605;8;35;376;6;7;147;continuous
1191_BNG_pbc;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795137324139159;train;2.203097435;3;78;176;16;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796245779324608;test;2.203097435;3;78;176;16;18;700000;continuous
648_fri_c1_250_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.656811673587688;train;3.79417486166667;12;100;528;43;50;175;continuous
648_fri_c1_250_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867903208458922;test;3.79417486166667;12;100;528;43;50;175;continuous
574_house_16H;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368073519552809;train;33.74353772;4;180;368;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388099825968534;test;33.74353772;4;180;368;15;15;15949;continuous
635_fri_c0_250_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539655778438892;train;0.446050431666667;9;50;418;9;10;175;continuous
635_fri_c0_250_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51803385079918;test;0.446050431666667;9;50;418;9;10;175;continuous
penguins;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0509851216666667;3;7;50;4;7;241;multinomial
penguins;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0509851216666667;3;7;50;4;7;241;multinomial
665_sleuth_case2002;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.595912661952724;train;0.682549958333333;3;160;326;2;6;103;continuous
665_sleuth_case2002;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.70514370436233;test;0.682549958333333;3;160;326;2;6;103;continuous
vowel;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125182935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99931824182375;train;1.27410700166667;3;160;326;10;13;693;multinomial
vowel;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125182935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992556363298689;test;1.27410700166667;3;160;326;10;13;693;multinomial
573_cpu_act;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339061575902316;train;3.999181235;10;34;436;4;17;5735;continuous
573_cpu_act;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.347702192487175;test;3.999181235;10;34;436;4;17;5735;continuous
analcatdata_japansolvent;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906432748538012;train;0.537271271666667;3;160;326;4;4;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925925925925926;test;0.537271271666667;3;160;326;4;4;37;binomial
650_fri_c0_500_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254669145162034;train;3.87337513;14;361;750;7;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429692535172619;test;3.87337513;14;361;750;7;50;350;continuous
197_cpu_act;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.327866362530326;train;1.03588496833333;15;85;680;4;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.346618188025048;test;1.03588496833333;15;85;680;4;17;5735;continuous
tae;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125185943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.723588217338217;train;0.38166407;7;5;78;4;5;106;multinomial
tae;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125185943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6260348583878;test;0.38166407;7;5;78;4;5;106;multinomial
texture;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126091228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999984021158155;train;0.518474185;3;15;96;14;15;3850;multinomial
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651_fri_c0_100_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444624258755345;train;2.02434796166667;8;260;536;25;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.735161708096667;test;2.02434796166667;8;260;536;25;25;70;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814246791780498;train;0.180501621666667;3;85;176;5;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810265657993134;test;0.180501621666667;3;85;176;5;25;700;continuous
620_fri_c1_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860499786022096;train;0.181732906666667;3;85;176;5;25;700;continuous
620_fri_c1_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808754868366632;test;0.181732906666667;3;85;176;5;25;700;continuous
633_fri_c0_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126105853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320430936822531;train;0.79588912;3;160;326;25;25;350;continuous
633_fri_c0_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126105853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497087860073385;test;0.79588912;3;160;326;25;25;350;continuous
movement_libras;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99562034009797;train;1.03857492666667;8;22;326;9;22;252;multinomial
movement_libras;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946938125177921;test;1.03857492666667;8;22;326;9;22;252;multinomial
prnn_crabs;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124190658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0530652583333333;3;12;54;3;3;140;binomial
prnn_crabs;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124190658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994438264738598;test;0.0530652583333333;3;12;54;3;3;140;binomial
vehicle;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949977090315255;train;1.69843431166667;3;13;80;13;13;593;multinomial
vehicle;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949062700779941;test;1.69843431166667;3;13;80;13;13;593;multinomial
641_fri_c1_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816057232834631;train;1.74705551166667;8;20;322;7;10;350;continuous
641_fri_c1_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872053805421245;test;1.74705551166667;8;20;322;7;10;350;continuous
608_fri_c3_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834154970488485;train;1.09191061833333;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867807072464542;test;1.09191061833333;3;160;326;5;10;700;continuous
analcatdata_boxing2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746530989824237;train;0.61330499;3;160;326;3;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.56;test;0.61330499;3;160;326;3;3;93;binomial
glass2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957699330493001;train;1.15120896;6;220;452;5;9;115;binomial
glass2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76;test;1.15120896;6;220;452;5;9;115;binomial
texture;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999538622886688;train;5.29415344333333;8;212;440;12;12;3850;multinomial
texture;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9996765131799;test;5.29415344333333;8;212;440;12;12;3850;multinomial
breast_cancer;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.772281323877069;train;0.66778889665;3;160;326;8;9;201;binomial
breast_cancer;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.668333333333333;test;0.66778889665;3;160;326;8;9;201;binomial
allbp;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966774071934407;train;1.14287974333333;12;25;502;7;25;2641;multinomial
allbp;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970399522957663;test;1.14287974333333;12;25;502;7;25;2641;multinomial
satimage;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994512379036828;train;2.94636822333333;3;160;326;13;24;4505;multinomial
satimage;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125153234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983219799032559;test;2.94636822333333;3;160;326;13;24;4505;multinomial
breast_w;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9962764290586;train;1.22543808166667;6;8;104;7;8;490;binomial
breast_w;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994525547445255;test;1.22543808166667;6;8;104;7;8;490;binomial
628_fri_c3_1000_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831787802807775;train;0.345499923333333;6;10;132;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849484059802637;test;0.345499923333333;6;10;132;5;5;700;continuous
analcatdata_lawsuit;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997549019607843;train;0.561048425;3;160;326;2;4;185;binomial
analcatdata_lawsuit;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.561048425;3;160;326;2;4;185;binomial
sleep;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88808084460638;train;32.2881281;1;120;242;11;13;74136;multinomial
sleep;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887585013760466;test;32.2881281;1;120;242;11;13;74136;multinomial
658_fri_c3_250_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.877988766994008;train;1.66027013166667;9;50;402;20;25;175;continuous
658_fri_c3_250_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125102254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835379768360517;test;1.66027013166667;9;50;402;20;25;175;continuous
tae;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972314331137861;train;1.88390269;9;280;578;4;4;106;multinomial
tae;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125110323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.765925925925926;test;1.88390269;9;280;578;4;4;106;multinomial
602_fri_c3_250_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795258875982667;train;0.96741224165;6;18;230;5;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.905111336248619;test;0.96741224165;6;18;230;5;9;175;continuous
heart_statlog;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961932983815819;train;1.44328511833333;7;240;494;9;13;189;binomial
heart_statlog;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.820073439412485;test;1.44328511833333;7;240;494;9;13;189;binomial
230_machine_cpu;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253891810369802;train;0.65013091;3;160;326;6;6;147;continuous
230_machine_cpu;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267569133978996;test;0.65013091;3;160;326;6;6;147;continuous
192_vineyard;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562921251235612;train;1.53097748;20;335;710;2;2;37;continuous
192_vineyard;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205019_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.745700082196242;test;1.53097748;20;335;710;2;2;37;continuous
optdigits;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999427688366351;train;5.72369544833333;3;160;326;55;61;3934;multinomial
optdigits;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998333890079547;test;5.72369544833333;3;160;326;55;61;3934;multinomial
credit_g;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805502285065499;train;6.06021687166667;16;20;552;14;20;700;binomial
credit_g;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780495252901005;test;6.06021687166667;16;20;552;14;20;700;binomial
582_fri_c1_500_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791705044517744;train;2.13967190166667;8;50;360;5;25;350;continuous
582_fri_c1_500_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861789035859346;test;2.13967190166667;8;50;360;5;25;350;continuous
analcatdata_boxing2;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861111111111111;train;0.61843152;3;160;326;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897058823529412;test;0.61843152;3;160;326;1;3;93;binomial
Hill_Valley_without_noise;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124190923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530971874129769;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124190923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456421595725078;test;;-Inf;-Inf;;1;1;849;binomial
537_houses;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125200906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606698149421926;train;0.203185331666667;3;25;156;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125200906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601083400763614;test;0.203185331666667;3;25;156;5;5;14448;continuous
599_fri_c2_1000_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809604795845464;train;1.23563514666667;5;200;410;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816063862098747;test;1.23563514666667;5;200;410;5;5;700;continuous
agaricus_lepiota;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.13038853;3;20;70;20;20;5702;binomial
agaricus_lepiota;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.13038853;3;20;70;20;20;5702;binomial
satimage;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981381720058781;train;1.07791629;7;27;286;22;27;4505;multinomial
satimage;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975854044375783;test;1.07791629;7;27;286;22;27;4505;multinomial
687_sleuth_ex1605;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.639444555228085;train;0.66713654;3;160;326;2;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.545413334496171;test;0.66713654;3;160;326;2;5;44;continuous
590_fri_c0_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467831121621663;train;1.960289505;9;232;482;20;50;700;continuous
590_fri_c0_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480206361667596;test;1.960289505;9;232;482;20;50;700;continuous
503_wind;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402986519760847;train;4.16756301168333;5;200;410;14;14;4602;continuous
503_wind;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456777434147817;test;4.16756301168333;5;200;410;14;14;4602;continuous
breast;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999101725054538;train;0.926844725;3;10;68;8;10;490;binomial
breast;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978006166495375;test;0.926844725;3;10;68;8;10;490;binomial
225_puma8NH;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.750386515922697;train;1.405596395;3;160;326;8;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.741618283569299;test;1.405596395;3;160;326;8;8;5735;continuous
1030_ERA;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.711023064476498;train;1.67110633666667;7;240;494;2;4;700;continuous
1030_ERA;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.773740907335323;test;1.67110633666667;7;240;494;2;4;700;continuous
nikuradse_2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124212033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.118501787233731;train;0.976296506666667;5;200;410;1;1;254;continuous
nikuradse_2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124212033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157096913479129;test;0.976296506666667;5;200;410;1;1;254;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271001937792053;train;1.50980345166667;7;240;494;3;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383155459293466;test;1.50980345166667;7;240;494;3;10;175;continuous
542_pollution;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.637732468627956;train;0.28915571665;3;20;118;10;10;42;continuous
542_pollution;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.621154025393837;test;0.28915571665;3;20;118;10;10;42;continuous
tae;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.732123778998779;train;0.669097603333333;10;5;108;5;5;106;multinomial
tae;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.657843137254902;test;0.669097603333333;10;5;108;5;5;106;multinomial
schizo;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.576809423979235;train;2.31805900666667;8;13;206;4;13;238;multinomial
schizo;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.564352941176471;test;2.31805900666667;8;13;206;4;13;238;multinomial
diabetes;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797995043928813;train;0.598208578333333;3;160;326;7;8;538;binomial
diabetes;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827010752688172;test;0.598208578333333;3;160;326;7;8;538;binomial
allhyper;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99400061454511;train;4.17144463;13;360;746;19;25;2640;multinomial
allhyper;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996378697198369;test;4.17144463;13;360;746;19;25;2640;multinomial
228_elusage;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.397719963944708;train;0.0569301783333333;5;5;60;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399833873793533;test;0.0569301783333333;5;5;60;1;1;39;continuous
analcatdata_creditscore;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990384615384615;train;0.163040911666667;3;24;150;1;6;70;binomial
analcatdata_creditscore;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.163040911666667;3;24;150;1;6;70;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976973684210526;train;0.0780068433333333;3;3;24;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125202223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.0780068433333333;3;3;24;2;3;35;binomial
fars;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704560337746013;train;56.8475459;0;100;200;10;21;70678;multinomial
fars;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724055733020437;test;56.8475459;0;100;200;10;21;70678;multinomial
624_fri_c0_100_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.702391386642054;train;1.52610886666667;6;220;452;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.642218873756509;test;1.52610886666667;6;220;452;5;5;70;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348683972821839;train;2.32369735166667;15;389;808;23;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.543472887468516;test;2.32369735166667;15;389;808;23;50;175;continuous
591_fri_c1_100_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125144322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.685051178580498;train;0.462582635;7;20;296;9;10;70;continuous
591_fri_c1_100_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125144322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.17717402092944;test;0.462582635;7;20;296;9;10;70;continuous
201_pol;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501580437533301;train;0.269777853333333;3;85;176;21;26;10500;continuous
201_pol;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.500838874569772;test;0.269777853333333;3;85;176;21;26;10500;continuous
credit_a;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923505194038148;train;0.972879831666667;14;52;628;4;13;483;binomial
credit_a;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893557819279381;test;0.972879831666667;14;52;628;4;13;483;binomial
shuttle;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.772132840580998;train;0.804297943333333;5;7;72;2;7;40600;multinomial
shuttle;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.745733158427254;test;0.804297943333333;5;7;72;2;7;40600;multinomial
diabetes;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824929178470255;train;0.217927566666667;3;8;56;5;8;538;binomial
diabetes;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831735103680026;test;0.217927566666667;3;8;56;5;8;538;binomial
cmc;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.730137156967909;train;0.197828391666667;7;9;132;8;9;1032;multinomial
cmc;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.717793083855741;test;0.197828391666667;7;9;132;8;9;1032;multinomial
analcatdata_asbestos;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66647465437788;train;0.0862481716666667;3;3;24;1;3;59;binomial
analcatdata_asbestos;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859259259259259;test;0.0862481716666667;3;3;24;1;3;59;binomial
712_chscase_geyser1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508340385886186;train;0.193118646666667;7;4;64;2;2;156;continuous
712_chscase_geyser1;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.378029320717635;test;0.193118646666667;7;4;64;2;2;156;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814246037179995;train;0.319508333333333;6;10;132;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867016372043387;test;0.319508333333333;6;10;132;5;5;350;continuous
227_cpu_small;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293691575751576;train;2.60442331998333;10;247;514;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.274958307748386;test;2.60442331998333;10;247;514;3;12;5735;continuous
allrep;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805609530292165;train;3.17920069166667;9;200;418;3;24;2641;multinomial
allrep;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826243572368646;test;3.17920069166667;9;200;418;3;24;2641;multinomial
satimage;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97902662749868;train;7.52582136833333;10;300;620;24;25;4505;multinomial
satimage;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979036587028788;test;7.52582136833333;10;300;620;24;25;4505;multinomial
sonar;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927978883861237;train;2.39262517166667;7;57;306;41;59;146;binomial
sonar;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886102403343783;test;2.39262517166667;7;57;306;41;59;146;binomial
527_analcatdata_election2000;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.33413929681592;train;0.115675511683333;6;4;56;1;2;47;continuous
527_analcatdata_election2000;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124203326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;11.6569591027484;test;0.115675511683333;6;4;56;1;2;47;continuous
new_thyroid;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996929883967674;train;0.06708091;5;5;56;3;5;151;multinomial
new_thyroid;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997785160575858;test;0.06708091;5;5;56;3;5;151;multinomial
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245866782312028;train;2.84630841;7;240;494;11;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201547_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.408245793333421;test;2.84630841;7;240;494;11;25;700;continuous
confidence;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944240019240019;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938888888888889;test;;-Inf;-Inf;;1;1;51;multinomial
hepatitis;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851097178683386;train;1.00755555166667;7;224;462;18;19;109;binomial
hepatitis;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816666666666667;test;1.00755555166667;7;224;462;18;19;109;binomial
mfeat_fourier;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992091195700001;train;3.53189828833333;3;160;326;18;76;1400;multinomial
mfeat_fourier;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976767845969125;test;3.53189828833333;3;160;326;18;76;1400;multinomial
breast_cancer_wisconsin;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999515451706687;train;1.03010625;3;22;124;16;22;399;binomial
breast_cancer_wisconsin;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979952830188679;test;1.03010625;3;22;124;16;22;399;binomial
609_fri_c0_1000_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125194902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4759332920194;train;0.120952968333333;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125194902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494055050705191;test;0.120952968333333;3;25;156;5;5;700;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406960632253387;train;1.827135535;9;258;534;24;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.713475243397312;test;1.827135535;9;258;534;24;25;70;continuous
nikuradse_2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840871117831297;train;0.0345629316666667;3;2;16;0;1;254;continuous
nikuradse_2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743468290883518;test;0.0345629316666667;3;2;16;0;1;254;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238277266048395;train;1.08277609833333;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318567683554859;test;1.08277609833333;3;160;326;5;10;700;continuous
1595_poker;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.756692747674801;train;251.156849015;0;100;200;5;10;717507;continuous
1595_poker;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.755841228709001;test;251.156849015;0;100;200;5;10;717507;continuous
562_cpu_small;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.316508007845632;train;4.02049476833333;18;348;732;3;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.314612092273408;test;4.02049476833333;18;348;732;3;12;5735;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473169048401165;train;0.218692241666667;3;90;186;23;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466670829582856;test;0.218692241666667;3;90;186;23;50;350;continuous
cmc;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712434967356071;train;1.18604306333333;3;160;326;9;9;1032;multinomial
cmc;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677551805276486;test;1.18604306333333;3;160;326;9;9;1032;multinomial
biomed;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893586005830904;train;1.251784435;14;8;222;1;8;147;binomial
biomed;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821581196581197;test;1.251784435;14;8;222;1;8;147;binomial
horse_colic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898861617424492;train;1.46788707998333;7;240;494;4;22;258;binomial
horse_colic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883076923076923;test;1.46788707998333;7;240;494;4;22;258;binomial
wine_recognition;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999849033816425;train;0.703042605;3;160;326;9;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.703042605;3;160;326;9;13;125;multinomial
612_fri_c1_1000_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831432026835835;train;0.870397005;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890859792785011;test;0.870397005;3;160;326;5;5;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197161896333638;train;1.35543183833333;5;200;410;10;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301510650328431;test;1.35543183833333;5;200;410;10;25;700;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.689555575146783;train;2.44499839833333;10;300;620;48;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125143300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841077122795303;test;2.44499839833333;10;300;620;48;50;175;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.648145760387046;train;0.498611425;9;10;190;5;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124212020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540507573862637;test;0.498611425;9;10;190;5;5;44;continuous
collins;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124202453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993785312548244;train;11.206132615;3;20;110;2;20;340;multinomial
collins;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124202453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988454462204462;test;11.206132615;3;20;110;2;20;340;multinomial
australian;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989782775186242;train;0.875041515;3;160;326;14;14;483;binomial
australian;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942857142857143;test;0.875041515;3;160;326;14;14;483;binomial
651_fri_c0_100_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.593561393968928;train;1.46862905666667;7;240;494;18;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520905987983179;test;1.46862905666667;7;240;494;18;25;70;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826323350379534;train;0.288697153333333;3;10;72;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794637025501059;test;0.288697153333333;3;10;72;5;5;175;continuous
adult;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909185524722614;train;26.9187800583333;3;160;326;12;12;34190;binomial
adult;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904298033275982;test;26.9187800583333;3;160;326;12;12;34190;binomial
saheart;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86766975308642;train;1.39864547333333;6;220;452;9;9;324;binomial
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712_chscase_geyser1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469341273795541;train;0.118561355;6;10;138;1;2;156;continuous
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wine_quality_red;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76320771079394;train;0.450550575;13;11;284;9;11;1120;multinomial
wine_quality_red;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798539096642973;test;0.450550575;13;11;284;9;11;1120;multinomial
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605_fri_c2_250_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.580769708122856;test;1.43405828166667;7;240;494;2;25;175;continuous
pima;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844362348957131;train;0.461337223333333;10;32;446;8;8;538;binomial
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hepatitis;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.631168831168831;test;0.829074626683333;5;200;410;3;18;109;binomial
628_fri_c3_1000_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85398417921048;train;1.06066905833333;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125145014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821022334003951;test;1.06066905833333;3;160;326;5;5;700;continuous
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582_fri_c1_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804829672415453;train;1.64864168;7;240;494;4;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.882885887495463;test;1.64864168;7;240;494;4;25;350;continuous
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adult;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905253646904005;test;21.94019522;5;200;410;10;12;34190;binomial
582_fri_c1_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217301203733124;train;1.09197805833333;3;160;326;5;25;350;continuous
582_fri_c1_500_25;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359370657650472;test;1.09197805833333;3;160;326;5;25;350;continuous
auto;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126111458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996716348265261;train;0.678105616666667;3;160;326;10;20;142;multinomial
auto;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126111458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940585789871504;test;0.678105616666667;3;160;326;10;20;142;multinomial
605_fri_c2_250_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77171740695807;train;1.95265710668333;7;50;318;25;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.7824532353535;test;1.95265710668333;7;50;318;25;25;175;continuous
vowel;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126093227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969786018143725;train;3.01808665833333;5;200;410;10;13;693;multinomial
vowel;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126093227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952358907109421;test;3.01808665833333;5;200;410;10;13;693;multinomial
678_visualizing_environmental;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836165602751005;train;0.305263006666667;8;6;106;1;3;78;continuous
678_visualizing_environmental;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78621585178076;test;0.305263006666667;8;6;106;1;3;78;continuous
labor;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.988543276666667;5;200;410;14;15;40;binomial
labor;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.988543276666667;5;200;410;14;15;40;binomial
663_rabe_266;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.13458061734907;train;0.0530656466666667;3;10;80;2;2;84;continuous
663_rabe_266;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.10483562646077;test;0.0530656466666667;3;10;80;2;2;84;continuous
analcatdata_boxing2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937796771130104;train;1.13202824;7;240;494;3;3;93;binomial
analcatdata_boxing2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.767379679144385;test;1.13202824;7;240;494;3;3;93;binomial
542_pollution;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.581344412065766;train;0.73950203;3;160;326;12;12;42;continuous
542_pollution;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.583392666108322;test;0.73950203;3;160;326;12;12;42;continuous
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591_fri_c1_100_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439392329013718;train;1.36273536498333;7;240;494;1;10;70;continuous
591_fri_c1_100_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.715449679974006;test;1.36273536498333;7;240;494;1;10;70;continuous
626_fri_c2_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301006516463783;train;2.73662405833333;7;240;494;3;50;350;continuous
626_fri_c2_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457117914873098;test;2.73662405833333;7;240;494;3;50;350;continuous
616_fri_c4_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824542711591893;train;0.322175033316667;5;130;270;6;49;350;continuous
616_fri_c4_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836463709319659;test;0.322175033316667;5;130;270;6;49;350;continuous
labor;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984;train;0.622588985;3;160;326;16;16;40;binomial
labor;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916666666666667;test;0.622588985;3;160;326;16;16;40;binomial
622_fri_c2_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.258718515373101;train;2.54146137833333;5;200;410;4;50;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345444858718745;test;2.54146137833333;5;200;410;4;50;700;continuous
ann_thyroid;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991425643522489;train;26.5716521216833;6;21;194;3;21;5040;multinomial
ann_thyroid;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989543647346442;test;26.5716521216833;6;21;194;3;21;5040;multinomial
breast_cancer;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.706382978723404;train;1.72367828333333;9;280;578;6;9;201;binomial
breast_cancer;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.662333333333333;test;1.72367828333333;9;280;578;6;9;201;binomial
cmc;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725050064313898;train;0.85348372835;3;160;326;9;9;1032;multinomial
cmc;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733619150663952;test;0.85348372835;3;160;326;9;9;1032;multinomial
1089_USCrime;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269781409926366;train;1.06758064666667;5;200;410;4;4;33;continuous
1089_USCrime;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.482863571571714;test;1.06758064666667;5;200;410;4;4;33;continuous
dermatology;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995442605726294;train;0.970235555;3;160;326;19;26;257;multinomial
dermatology;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114822_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9836860670194;test;0.970235555;3;160;326;19;26;257;multinomial
564_fried;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125135932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256653812277081;train;30.3366079966667;9;248;514;7;10;28538;continuous
564_fried;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125135932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287764543774645;test;30.3366079966667;9;248;514;7;10;28538;continuous
hungarian;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882039270407655;train;0.937986608333333;3;160;326;2;12;206;binomial
hungarian;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911657559198543;test;0.937986608333333;3;160;326;2;12;206;binomial
612_fri_c1_1000_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820584786020346;train;0.31743187;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.896181590971467;test;0.31743187;3;10;72;5;5;700;continuous
waveform_21;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96914237704892;train;6.40668277;3;21;118;19;21;3500;multinomial
waveform_21;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964929055142675;test;6.40668277;3;21;118;19;21;3500;multinomial
653_fri_c0_250_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289116031561317;train;2.522944115;11;304;630;8;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125154253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.551079179777634;test;2.522944115;11;304;630;8;25;175;continuous
heart_h;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929225812946743;train;0.980602983333333;5;200;410;9;12;206;binomial
heart_h;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931034482758621;test;0.980602983333333;5;200;410;9;12;206;binomial
spambase;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97990702228552;train;5.78645518166667;3;51;136;55;55;3221;binomial
spambase;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975889168942099;test;5.78645518166667;3;51;136;55;55;3221;binomial
waveform_21;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965663250345274;train;6.71629825833333;3;21;120;21;21;3500;multinomial
waveform_21;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973432549360394;test;6.71629825833333;3;21;120;21;21;3500;multinomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.738798512020432;train;1.39619045333333;5;200;410;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.53000303674461;test;1.39619045333333;5;200;410;1;1;849;binomial
592_fri_c4_1000_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257997989246957;train;1.70563781;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350993859739929;test;1.70563781;3;160;326;5;25;700;continuous
ann_thyroid;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989436672145988;train;0.393347605;5;21;180;6;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9852781147424;test;0.393347605;5;21;180;6;21;5040;multinomial
646_fri_c3_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289903997909877;train;0.789059463333333;3;160;326;5;10;350;continuous
646_fri_c3_500_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125114924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369942090454792;test;0.789059463333333;3;160;326;5;10;350;continuous
582_fri_c1_500_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810951518914416;train;1.85440708666667;7;50;318;11;25;350;continuous
582_fri_c1_500_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863133275808577;test;1.85440708666667;7;50;318;11;25;350;continuous
608_fri_c3_1000_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83151008211576;train;1.22764761666667;6;20;252;6;10;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864966470274816;test;1.22764761666667;6;20;252;6;10;700;continuous
analcatdata_aids;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894736842105263;train;2.38708309666667;14;380;788;2;3;35;binomial
analcatdata_aids;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.537037037037037;test;2.38708309666667;14;380;788;2;3;35;binomial
sonar;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926426426426426;train;1.21624329;7;56;306;20;59;146;binomial
sonar;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819459459459459;test;1.21624329;7;56;306;20;59;146;binomial
analcatdata_asbestos;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854838709677419;train;0.618958813333333;3;160;326;2;3;59;binomial
analcatdata_asbestos;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874074074074074;test;0.618958813333333;3;160;326;2;3;59;binomial
clean2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968380678788476;train;2.481470405;3;160;326;104;104;4619;binomial
clean2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963758586209895;test;2.481470405;3;160;326;104;104;4619;binomial
1193_BNG_lowbwt;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124205629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.609290957855781;train;4.37328274166667;3;43;166;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124205629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608129509470427;test;4.37328274166667;3;43;166;9;9;21773;continuous
ann_thyroid;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98451252287673;train;33.4388058883167;4;21;158;4;21;5040;multinomial
ann_thyroid;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976826095783231;test;33.4388058883167;4;21;158;4;21;5040;multinomial
210_cloud;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.254546058449023;train;0.69229972;12;25;526;3;5;76;continuous
210_cloud;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.39092627848898;test;0.69229972;12;25;526;3;5;76;continuous
page_blocks;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961507575499621;train;13.7239746083333;6;7;92;7;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97451142238957;test;13.7239746083333;6;7;92;7;7;3832;multinomial
Hill_Valley_without_noise;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52730199256258;train;0.0411433516666667;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124190654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.462968607131972;test;0.0411433516666667;3;4;32;1;1;849;binomial
596_fri_c2_250_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124181829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835665990500834;train;0.983366356666667;3;160;326;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124181829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814121326404789;test;0.983366356666667;3;160;326;5;5;175;continuous
heart_c;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125190742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932024977698483;train;0.600722666666667;3;160;326;13;13;213;binomial
heart_c;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125190742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898565066798615;test;0.600722666666667;3;160;326;13;13;213;binomial
crx;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929829167541833;train;1.43182106666667;7;240;494;8;14;483;binomial
crx;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896822429906542;test;1.43182106666667;7;240;494;8;14;483;binomial
pima;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845922377794154;train;1.548783145;7;240;494;7;8;538;binomial
pima;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821591650358774;test;1.548783145;7;240;494;7;8;538;binomial
spectf;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998604570033141;train;2.65270871333333;12;340;704;16;44;245;binomial
spectf;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956597222222222;test;2.65270871333333;12;340;704;16;44;245;binomial
603_fri_c0_250_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125194900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479176430448513;train;0.989621228333333;20;226;516;17;50;175;continuous
603_fri_c0_250_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125194900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504764306071547;test;0.989621228333333;20;226;516;17;50;175;continuous
confidence;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
644_fri_c4_250_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802497394451301;train;1.960987395;8;260;536;14;24;175;continuous
644_fri_c4_250_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883645038045942;test;1.960987395;8;260;536;14;24;175;continuous
labor;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981333333333333;train;0.661134718333333;3;160;326;15;15;40;binomial
labor;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966666666666667;test;0.661134718333333;3;160;326;15;15;40;binomial
ann_thyroid;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995773794102582;train;16.1241456533333;3;21;134;13;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993285182726176;test;16.1241456533333;3;21;134;13;21;5040;multinomial
new_thyroid;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999111111111111;train;0.0321347483333333;3;5;36;3;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983621399176955;test;0.0321347483333333;3;5;36;3;5;151;multinomial
page_blocks;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986317458960679;train;4.20666491666667;5;184;378;6;7;3832;multinomial
page_blocks;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99331235778602;test;4.20666491666667;5;184;378;6;7;3832;multinomial
iris;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993512110726644;train;0.159872355;3;3;24;2;3;105;multinomial
iris;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123023_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996744791666667;test;0.159872355;3;3;24;2;3;105;multinomial
527_analcatdata_election2000;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.359602854104837;train;0.407280628333333;10;6;132;2;3;47;continuous
527_analcatdata_election2000;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838017552174711;test;0.407280628333333;10;6;132;2;3;47;continuous
656_fri_c1_100_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786684806764079;train;0.416537945;9;25;418;5;5;70;continuous
656_fri_c1_100_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.901278121515022;test;0.416537945;9;25;418;5;5;70;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814977731597512;train;0.53018553;6;150;312;12;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845415120664282;test;0.53018553;6;150;312;12;50;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816030409829387;train;0.117836181666667;3;50;166;6;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.877122195854114;test;0.117836181666667;3;50;166;6;10;350;continuous
cars;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.994707291683333;5;200;410;1;6;275;multinomial
cars;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974901960784314;test;0.994707291683333;5;200;410;1;6;275;multinomial
197_cpu_act;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.183345325359543;train;0.202952335;3;82;176;17;17;5735;continuous
197_cpu_act;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125115704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182680925119632;test;0.202952335;3;82;176;17;17;5735;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528065582287617;train;0.527334955;10;50;460;10;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.589277818908801;test;0.527334955;10;50;460;10;10;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345792383575474;train;4.44492361833333;14;380;788;7;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449605267038661;test;4.44492361833333;14;380;788;7;50;350;continuous
contraceptive;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125191832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744857629760368;train;0.212169893333333;7;9;134;8;9;1032;multinomial
contraceptive;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125191832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710039815135298;test;0.212169893333333;7;9;134;8;9;1032;multinomial
648_fri_c1_250_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204779094594001;train;2.97248651166667;15;394;818;3;50;175;continuous
648_fri_c1_250_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.495391792635859;test;2.97248651166667;15;394;818;3;50;175;continuous
1191_BNG_pbc;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823468176691491;train;34.0120757233333;1;120;242;10;18;700000;continuous
1191_BNG_pbc;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822834875092567;test;34.0120757233333;1;120;242;10;18;700000;continuous
wdbc;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995338802471766;train;0.924798763333333;3;160;326;21;21;399;binomial
wdbc;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98969696969697;test;0.924798763333333;3;160;326;21;21;399;binomial
wine_recognition;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.608223708333333;3;160;326;13;13;125;multinomial
wine_recognition;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.608223708333333;3;160;326;13;13;125;multinomial
spectf;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973896574440053;train;4.27048513166667;20;500;1040;22;44;245;binomial
spectf;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938856015779093;test;4.27048513166667;20;500;1040;22;44;245;binomial
new_thyroid;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125112623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999619047619048;train;0.330072431666667;3;5;36;4;5;151;multinomial
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626_fri_c2_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125144439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791450859822214;train;2.62832499666667;11;288;598;24;50;350;continuous
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analcatdata_asbestos;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914351851851852;train;0.531164996666667;3;160;326;2;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867857142857143;test;0.531164996666667;3;160;326;2;3;59;binomial
678_visualizing_environmental;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750712035174392;train;0.3392108;11;15;332;3;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.759895902388653;test;0.3392108;11;15;332;3;3;78;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.285151041315014;train;0.157279988333333;5;4;48;2;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.537826657787768;test;0.157279988333333;5;4;48;2;2;35;continuous
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buggyCrx;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972386179282731;train;0.73667068;3;160;326;12;13;483;binomial
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analcatdata_asbestos;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874074074074074;test;0.0799843533333333;3;12;88;3;3;59;binomial
prnn_fglass;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91675774611105;train;1.55225788833333;7;240;494;4;9;144;multinomial
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1201_BNG_breastTumor;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.887111099509632;train;31.2503260983333;2;140;284;5;9;81648;continuous
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641_fri_c1_500_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125183629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863429343568455;train;0.64565165835;7;20;284;3;10;350;continuous
641_fri_c1_500_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125183629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825521770560414;test;0.64565165835;7;20;284;3;10;350;continuous
confidence;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955291005291005;train;;-Inf;-Inf;;1;1;51;multinomial
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657_fri_c2_250_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78053352695079;train;1.14587160166667;6;20;252;10;10;175;continuous
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spambase;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125092854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994422550939488;train;8.04323562333333;11;304;630;48;55;3221;binomial
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satimage;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975432755902969;train;5.91023242166667;8;212;440;23;25;4505;multinomial
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589_fri_c2_1000_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126100100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237739544019157;train;3.54725005833333;20;424;888;18;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126100100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339972429333701;test;3.54725005833333;20;424;888;18;25;700;continuous
547_no2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.655892825598202;train;1.318900445;6;220;452;6;7;350;continuous
547_no2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125133320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.697739662308828;test;1.318900445;6;220;452;6;7;350;continuous
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663_rabe_266;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125153706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.32612425902216;train;0.083076665;3;4;32;1;2;84;continuous
663_rabe_266;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125153706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.29953365376692;test;0.083076665;3;4;32;1;2;84;continuous
Hill_Valley_without_noise;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.307257965;3;112;230;1;1;849;binomial
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581_fri_c3_500_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831182655002582;train;0.919142743333333;3;50;150;6;25;350;continuous
581_fri_c3_500_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834153201285607;test;0.919142743333333;3;50;150;6;25;350;continuous
ionosphere;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950213675213675;train;1.932462895;8;260;536;30;32;246;binomial
ionosphere;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846618357487923;test;1.932462895;8;260;536;30;32;246;binomial
mfeat_morphological;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961106615024837;train;3.23665892833333;12;340;704;3;3;1400;multinomial
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dis;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971571218538874;train;2.50714528666667;3;160;326;2;25;2641;binomial
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556_analcatdata_apnea2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.208169787393368;train;0.216741948333333;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.22295012102099;test;0.216741948333333;3;6;48;3;3;333;continuous
calendarDOW;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901197717513855;train;15.6391618733333;8;13;212;12;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758529081632653;test;15.6391618733333;8;13;212;12;13;280;multinomial
613_fri_c3_250_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125180254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215692124737947;train;1.38832458333333;9;280;578;5;5;175;continuous
613_fri_c3_250_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125180254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444758624626184;test;1.38832458333333;9;280;578;5;5;175;continuous
allbp;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968060639881946;train;32.39152152;11;25;392;24;25;2641;multinomial
allbp;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96686387287056;test;32.39152152;11;25;392;24;25;2641;multinomial
flags;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124201937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951289257093351;train;3.2011334;14;380;788;22;40;125;multinomial
flags;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124201937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76834455667789;test;3.2011334;14;380;788;22;40;125;multinomial
633_fri_c0_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277526951867442;train;3.47192962833333;13;339;704;12;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48433628388003;test;3.47192962833333;13;339;704;12;25;350;continuous
confidence;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941309523809524;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
spambase;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980357923277946;train;4.584065705;9;232;482;46;54;3221;binomial
spambase;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125090210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967525095927781;test;4.584065705;9;232;482;46;54;3221;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.26537749333333;3;20;70;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.26537749333333;3;20;70;20;20;5702;binomial
ann_thyroid;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125205507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999978570585413;train;3.487246265;3;160;326;20;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125205507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999211411261186;test;3.487246265;3;160;326;20;21;5040;multinomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889273356401384;train;0.488678975;3;160;326;7;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896103896103896;test;0.488678975;3;160;326;7;7;68;binomial
coil2000;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125153723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725101539469374;train;1.382492705;3;76;166;3;59;6876;binomial
coil2000;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125153723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723925430725054;test;1.382492705;3;76;166;3;59;6876;binomial
646_fri_c3_500_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795643136960292;train;1.790165745;11;20;444;7;10;350;continuous
646_fri_c3_500_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809891109645496;test;1.790165745;11;20;444;7;10;350;continuous
heart_c;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923684210526316;train;1.76040208166667;9;13;242;5;13;213;binomial
heart_c;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890153389411183;test;1.76040208166667;9;13;242;5;13;213;binomial
analcatdata_aids;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949013157894737;train;3.74498915833333;20;500;1040;1;3;35;binomial
analcatdata_aids;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.509259259259259;test;3.74498915833333;20;500;1040;1;3;35;binomial
credit_a;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9467220234166;train;0.635583916666667;3;160;326;13;14;483;binomial
credit_a;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902565553669119;test;0.635583916666667;3;160;326;13;14;483;binomial
spectf;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934025879351194;train;3.61900093166667;20;433;906;44;44;245;binomial
spectf;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818218954248366;test;3.61900093166667;20;433;906;44;44;245;binomial
heart_statlog;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944078199590816;train;0.535478626666667;8;52;384;12;13;189;binomial
heart_statlog;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.856265356265356;test;0.535478626666667;8;52;384;12;13;189;binomial
611_fri_c3_100_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310712802439172;train;0.515421468333333;3;160;326;2;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.73969158735982;test;0.515421468333333;3;160;326;2;4;70;continuous
mfeat_karhunen;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999183060894698;train;21.80159715335;3;51;138;23;64;1400;multinomial
mfeat_karhunen;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995273880357203;test;21.80159715335;3;51;138;23;64;1400;multinomial
titanic;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785932619918057;train;0.353474681666667;3;8;56;2;8;1545;binomial
titanic;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788904306986177;test;0.353474681666667;3;8;56;2;8;1545;binomial
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488430862153055;train;0.119721868333333;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494358364239948;test;0.119721868333333;3;25;156;5;5;700;continuous
hepatitis;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936958874458874;train;3.46126174333333;19;18;636;5;18;109;binomial
hepatitis;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111323_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.553246753246753;test;3.46126174333333;19;18;636;5;18;109;binomial
glass2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86457699330493;train;0.2793487;5;36;250;8;9;115;binomial
glass2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124160534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.629565217391304;test;0.2793487;5;36;250;8;9;115;binomial
pima;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875169492816552;train;1.85910112831667;10;284;588;2;8;538;binomial
pima;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795840583312619;test;1.85910112831667;10;284;588;2;8;538;binomial
1199_BNG_echoMonths;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.718451527551942;train;1.37252762166667;5;18;194;8;9;12248;continuous
1199_BNG_echoMonths;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.702550631939568;test;1.37252762166667;5;18;194;8;9;12248;continuous
mfeat_fourier;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125093415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976218223946464;train;0.88563482;5;67;222;14;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125093415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963629875310614;test;0.88563482;5;67;222;14;76;1400;multinomial
557_analcatdata_apnea1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.235347160586559;train;0.196804413333333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.188053820926914;test;0.196804413333333;3;6;48;3;3;333;continuous
churn;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865895267764427;train;3.65093361335;8;15;232;12;15;3500;binomial
churn;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840818713894512;test;3.65093361335;8;15;232;12;15;3500;binomial
626_fri_c2_500_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.759064921249055;train;1.64379440001667;7;240;494;44;50;350;continuous
626_fri_c2_500_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.888920622378614;test;1.64379440001667;7;240;494;44;50;350;continuous
mfeat_zernike;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986038915750393;train;3.79441540666667;7;240;494;32;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980890165422056;test;3.79441540666667;7;240;494;32;33;1400;multinomial
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126092910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433256893393374;train;1.97945394833333;6;127;276;41;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126092910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.415850062586273;test;1.97945394833333;6;127;276;41;72;742;continuous
credit_g;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815439219165927;train;2.593830285;20;370;780;19;20;700;binomial
credit_g;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775859197157293;test;2.593830285;20;370;780;19;20;700;binomial
letter;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973302911642763;train;6.92360125333333;10;16;304;13;16;14000;multinomial
letter;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971893020179883;test;6.92360125333333;10;16;304;13;16;14000;multinomial
561_cpu;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0709803757274676;train;1.78581398833333;13;288;602;7;7;147;continuous
561_cpu;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.124246290368554;test;1.78581398833333;13;288;602;7;7;147;continuous
agaricus_lepiota;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999450351837662;train;1.83050883166667;3;160;326;9;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999304023108849;test;1.83050883166667;3;160;326;9;20;5702;binomial
230_machine_cpu;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150436305077597;train;1.27084854833333;6;220;452;5;6;147;continuous
230_machine_cpu;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263470772016431;test;1.27084854833333;6;220;452;5;6;147;continuous
mfeat_morphological;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920413325027113;train;1.87178676166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911555739730302;test;1.87178676166667;3;160;326;2;2;1400;multinomial
clean2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976091980767983;train;0.50028828;3;80;166;105;105;4619;binomial
clean2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967990102309944;test;0.50028828;3;80;166;105;105;4619;binomial
666_rmftsa_ladata;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491285807859428;train;1.08761503833333;5;200;410;1;10;356;continuous
666_rmftsa_ladata;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124155143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.765286086189016;test;1.08761503833333;5;200;410;1;10;356;continuous
mfeat_karhunen;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999796492921496;train;2.67886760833333;3;160;326;64;64;1400;multinomial
mfeat_karhunen;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997605891713346;test;2.67886760833333;3;160;326;64;64;1400;multinomial
analcatdata_aids;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618421052631579;train;0.15189046;7;3;48;1;3;35;binomial
analcatdata_aids;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796296296296296;test;0.15189046;7;3;48;1;3;35;binomial
560_bodyfat;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124182243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0385119621827829;train;0.176736885;3;68;186;1;14;177;continuous
560_bodyfat;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124182243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0356819638334555;test;0.176736885;3;68;186;1;14;177;continuous
twonorm;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998105948796663;train;0.296965636666667;3;54;166;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997654901126768;test;0.296965636666667;3;54;166;20;20;5180;binomial
mfeat_zernike;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990095658054609;train;0.412314416666667;3;32;130;27;32;1400;multinomial
mfeat_zernike;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96163654256696;test;0.412314416666667;3;32;130;27;32;1400;multinomial
yeast;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888452740706826;train;5.64927358833333;6;8;104;8;8;1036;multinomial
yeast;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878501945488946;test;5.64927358833333;6;8;104;8;8;1036;multinomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814413265306122;train;0.358835863333333;6;7;94;1;7;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986111111111111;test;0.358835863333333;6;7;94;1;7;65;binomial
profb;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666710478424394;train;1.18750822833333;10;9;188;8;9;471;binomial
profb;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643097643097643;test;1.18750822833333;10;9;188;8;9;471;binomial
optdigits;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9994247728535;train;1.722806195;5;55;222;39;60;3934;multinomial
optdigits;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995869095337929;test;1.722806195;5;55;222;39;60;3934;multinomial
confidence;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913095238095238;train;0.839678961666667;3;160;326;1;1;51;multinomial
confidence;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953333333333333;test;0.839678961666667;3;160;326;1;1;51;multinomial
coil2000;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704588704155751;train;4.82582673833333;3;160;326;2;59;6876;binomial
coil2000;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726594549923716;test;4.82582673833333;3;160;326;2;59;6876;binomial
712_chscase_geyser1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476846776135624;train;0.495812291666667;3;160;326;1;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35080355478311;test;0.495812291666667;3;160;326;1;2;156;continuous
201_pol;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125153810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83959091071317;train;5.63857718501667;6;52;272;26;26;10500;continuous
201_pol;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125153810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840548055479587;test;5.63857718501667;6;52;272;26;26;10500;continuous
644_fri_c4_250_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.951547299680926;train;0.158242613333333;3;90;186;2;24;175;continuous
644_fri_c4_250_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.971599620152753;test;0.158242613333333;3;90;186;2;24;175;continuous
547_no2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.626011226265738;train;0.137464531666667;3;35;144;7;7;350;continuous
547_no2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.654776590309326;test;0.137464531666667;3;35;144;7;7;350;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.62774743652939;train;4.31894774166667;7;208;430;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.621121795796308;test;4.31894774166667;7;208;430;8;9;21773;continuous
clean1;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.79392067;3;34;74;1;92;334;binomial
clean1;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.79392067;3;34;74;1;92;334;binomial
574_house_16H;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48882023756032;train;9.81425748166667;11;30;476;15;15;15949;continuous
574_house_16H;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50347281965209;test;9.81425748166667;11;30;476;15;15;15949;continuous
breast_cancer;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742316784869976;train;1.19251046333333;8;9;148;5;9;201;binomial
breast_cancer;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685;test;1.19251046333333;8;9;148;5;9;201;binomial
564_fried;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125184238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479517974527084;train;6.49631361666667;6;220;452;9;10;28538;continuous
564_fried;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125184238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482908138097497;test;6.49631361666667;6;220;452;9;10;28538;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860346623185417;train;0.402842348333333;7;10;152;4;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.764557876712846;test;0.402842348333333;7;10;152;4;5;350;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264087632793634;train;0.602303348333333;3;160;326;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.550452520318635;test;0.602303348333333;3;160;326;1;1;47;continuous
allhypo;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851144726997901;train;1.81811444;20;24;846;12;24;2639;multinomial
allhypo;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.790407010855722;test;1.81811444;20;24;846;12;24;2639;multinomial
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529_pollen;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375051473266266;train;5.69688342666667;7;240;494;4;4;2694;continuous
529_pollen;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.465042089297323;test;5.69688342666667;7;240;494;4;4;2694;continuous
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561_cpu;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.10434515331986;test;0.349212468333333;3;14;100;4;7;147;continuous
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690_visualizing_galaxy;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.350180758651623;test;0.219430385;3;6;48;3;3;227;continuous
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634_fri_c2_100_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77278833094206;train;0.604946506666667;11;45;512;3;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800420358157648;test;0.604946506666667;11;45;512;3;9;70;continuous
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1595_poker;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.759330891622199;train;195.0340715;0;100;200;5;10;717507;continuous
1595_poker;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.759780409042752;test;195.0340715;0;100;200;5;10;717507;continuous
analcatdata_lawsuit;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997198879551821;train;0.217816701666667;3;4;30;2;4;185;binomial
analcatdata_lawsuit;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.217816701666667;3;4;30;2;4;185;binomial
auto;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908776974288338;train;0.524866803333333;9;21;356;10;21;142;multinomial
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1191_BNG_pbc;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78265072059399;train;2.00268390166667;3;82;176;18;18;700000;continuous
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profb;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699182115594329;test;0.810220065;9;9;164;1;9;471;binomial
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adult;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904690960456323;test;15.7321549566667;5;200;410;11;12;34190;binomial
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584_fri_c4_500_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124163859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817768520436634;test;2.5118667;10;268;556;7;25;350;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.921756787214517;train;1.337383525;17;125;774;2;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.93067208008107;test;1.337383525;17;125;774;2;25;175;continuous
movement_libras;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991418174991953;train;9.90695429833333;3;20;112;20;20;252;multinomial
movement_libras;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96185299705963;test;9.90695429833333;3;20;112;20;20;252;multinomial
591_fri_c1_100_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.749295664406981;train;1.40443146333333;5;200;410;10;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00239251335545;test;1.40443146333333;5;200;410;10;10;70;continuous
heart_statlog;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970199443413729;train;1.00383384;6;13;154;13;13;189;binomial
heart_statlog;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856793145654835;test;1.00383384;6;13;154;13;13;189;binomial
australian;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932633846367647;train;1.35049596335;7;240;494;9;13;483;binomial
australian;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922373137143935;test;1.35049596335;7;240;494;9;13;483;binomial
654_fri_c0_500_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124185343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.509656746214738;train;2.13271472833333;8;244;504;7;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124185343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53549233352538;test;2.13271472833333;8;244;504;7;10;350;continuous
wine_quality_white;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937179547900302;train;16.81493005;20;500;1040;10;11;3429;multinomial
wine_quality_white;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.805861021695187;test;16.81493005;20;500;1040;10;11;3429;multinomial
hypothyroid;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998891889137966;train;1.536251705;3;160;326;10;20;2215;binomial
hypothyroid;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987250007051987;test;1.536251705;3;160;326;10;20;2215;binomial
profb;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.632070787320251;train;0.994661011666667;5;200;410;9;9;471;binomial
profb;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71903073286052;test;0.994661011666667;5;200;410;9;9;471;binomial
645_fri_c3_500_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798328308485704;train;0.77853078;3;160;326;10;50;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801720874184602;test;0.77853078;3;160;326;10;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245962990204397;train;3.43069476833333;11;320;662;15;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371104120551996;test;3.43069476833333;11;320;662;15;50;350;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271704862035434;train;2.57980828333333;12;340;704;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436325421205887;test;2.57980828333333;12;340;704;3;3;333;continuous
dermatology;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.218086623333333;3;25;126;24;25;257;multinomial
dermatology;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989278141314841;test;0.218086623333333;3;25;126;24;25;257;multinomial
608_fri_c3_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125092137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804346918958355;train;0.149322338333333;3;50;166;6;10;700;continuous
608_fri_c3_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125092137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860635609273234;test;0.149322338333333;3;50;166;6;10;700;continuous
analcatdata_cyyoung8092;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966702470461869;train;1.38717351833333;8;260;536;4;7;68;binomial
analcatdata_cyyoung8092;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125155618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.841666666666667;test;1.38717351833333;8;260;536;4;7;68;binomial
mfeat_factors;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999991139182182;train;30.7635670583333;3;66;138;95;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997368809416435;test;30.7635670583333;3;66;138;95;136;1400;multinomial
new_thyroid;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997352285395764;train;0.67877407;3;160;326;5;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998964803312629;test;0.67877407;3;160;326;5;5;151;multinomial
537_houses;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.600707942766249;train;0.30588324;3;25;152;5;5;14448;continuous
537_houses;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.60140767823443;test;0.30588324;3;25;152;5;5;14448;continuous
segmentation;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999129836106111;train;1.44883877;3;160;326;14;14;1617;multinomial
segmentation;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998197428264242;test;1.44883877;3;160;326;14;14;1617;multinomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995944871455075;train;2.88878628;5;22;188;16;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999692118226601;test;2.88878628;5;22;188;16;22;399;binomial
analcatdata_authorship;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.248603151666667;3;63;138;63;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125153655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999963689179376;test;0.248603151666667;3;63;138;63;70;589;multinomial
iris;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995085995085995;train;0.173683428333333;3;3;24;3;3;105;multinomial
iris;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997184514831574;test;0.173683428333333;3;3;24;3;3;105;multinomial
633_fri_c0_500_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124190055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503933867129655;train;0.854810261666667;3;160;326;10;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124190055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.538976555037785;test;0.854810261666667;3;160;326;10;25;350;continuous
analcatdata_creditscore;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.130296393333333;3;24;122;5;6;70;binomial
analcatdata_creditscore;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125175505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863354037267081;test;0.130296393333333;3;24;122;5;6;70;binomial
waveform_21;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986133233621663;train;3.88953826333333;3;160;326;21;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968533909199651;test;3.88953826333333;3;160;326;21;21;3500;multinomial
228_elusage;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.401623115457464;train;0.0544874216666667;5;5;60;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.396870054325579;test;0.0544874216666667;5;5;60;1;1;39;continuous
breast_w;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125182659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995428487161054;train;0.801521128333333;3;160;326;7;9;490;binomial
breast_w;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125182659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968268450932685;test;0.801521128333333;3;160;326;7;9;490;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99528911381501;train;0.187557151666667;3;60;166;9;22;399;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996314858490566;test;0.187557151666667;3;60;166;9;22;399;binomial
analcatdata_cyyoung9302;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948;train;0.79938156;5;200;410;7;7;65;binomial
analcatdata_cyyoung9302;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923913043478261;test;0.79938156;5;200;410;7;7;65;binomial
nikuradse_2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.118763209478835;train;0.531429223333333;3;160;326;1;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141927671881031;test;0.531429223333333;3;160;326;1;1;254;continuous
analcatdata_asbestos;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922988505747126;train;0.531903675016667;3;160;326;3;3;59;binomial
analcatdata_asbestos;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71875;test;0.531903675016667;3;160;326;3;3;59;binomial
allhyper;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125195828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995597555200977;train;5.40971227;20;260;560;23;24;2640;multinomial
allhyper;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125195828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839628870673953;test;5.40971227;20;260;560;23;24;2640;multinomial
1096_FacultySalaries;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.417335550590133;train;0.0635763516666667;3;10;80;2;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318602786084865;test;0.0635763516666667;3;10;80;2;2;35;continuous
564_fried;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480614908699212;train;1.29644617;3;20;136;8;10;28538;continuous
564_fried;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487948763424333;test;1.29644617;3;20;136;8;10;28538;continuous
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663_rabe_266;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.118933096847458;test;0.797739836666667;3;160;326;2;2;84;continuous
collins;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.316219235;3;160;326;10;20;340;multinomial
collins;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.316219235;3;160;326;10;20;340;multinomial
banana;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980559151253456;train;2.73488560666667;3;160;326;2;2;3710;binomial
banana;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95969990396927;test;2.73488560666667;3;160;326;2;2;3710;binomial
591_fri_c1_100_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778152936101267;train;0.664933375;12;50;554;3;10;70;continuous
591_fri_c1_100_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.05954530774607;test;0.664933375;12;50;554;3;10;70;continuous
movement_libras;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99107642959718;train;2.50091560333333;5;200;410;20;20;252;multinomial
movement_libras;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952190255731922;test;2.50091560333333;5;200;410;20;20;252;multinomial
pendigits;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999142493727329;train;4.667122925;3;160;326;16;16;7695;multinomial
pendigits;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998391456197458;test;4.667122925;3;160;326;16;16;7695;multinomial
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125094005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839259398011076;train;0.16539567835;3;85;176;10;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125094005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854943652979612;test;0.16539567835;3;85;176;10;25;700;continuous
197_cpu_act;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295481263461222;train;3.196424765;15;272;574;6;18;5735;continuous
197_cpu_act;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.304099909876792;test;3.196424765;15;272;574;6;18;5735;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242603702547967;train;0.636532168333333;3;160;326;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402840325865852;test;0.636532168333333;3;160;326;5;5;350;continuous
mfeat_karhunen;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999299236907682;train;2.74851713833333;3;160;326;64;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995128004215118;test;2.74851713833333;3;160;326;64;64;1400;multinomial
602_fri_c3_250_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802620767376791;train;0.647221333333333;13;45;586;6;9;175;continuous
602_fri_c3_250_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863549810904709;test;0.647221333333333;13;45;586;6;9;175;continuous
dis;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125101319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999673284744911;train;10.1379811483333;20;462;964;17;25;2641;binomial
dis;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125101319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973115877271373;test;10.1379811483333;20;462;964;17;25;2641;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980263157894737;train;0.0722786266666667;3;3;24;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;0.0722786266666667;3;3;24;3;3;35;binomial
1201_BNG_breastTumor;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.896621736684915;train;31.722213715;3;160;326;5;9;81648;continuous
1201_BNG_breastTumor;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.897379933351805;test;31.722213715;3;160;326;5;9;81648;continuous
horse_colic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944132653061225;train;1.64336974;8;260;536;15;22;258;binomial
horse_colic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904239766081871;test;1.64336974;8;260;536;15;22;258;binomial
651_fri_c0_100_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.989985718500108;train;0.166269201666667;3;90;186;0;25;70;continuous
651_fri_c0_100_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.968621388108826;test;0.166269201666667;3;90;186;0;25;70;continuous
spectf;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.957809367596136;train;1.88294931666667;20;175;888;30;44;245;binomial
spectf;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870915032679739;test;1.88294931666667;20;175;888;30;44;245;binomial
586_fri_c3_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797810569181725;train;1.76055326166667;8;50;356;6;25;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125091034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839370411870803;test;1.76055326166667;8;50;356;6;25;700;continuous
581_fri_c3_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819971201659325;train;1.30077427333333;5;200;410;13;25;350;continuous
581_fri_c3_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828936730529144;test;1.30077427333333;5;200;410;13;25;350;continuous
new_thyroid;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998142822909178;train;0.0379957433333333;3;5;36;2;5;151;multinomial
new_thyroid;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0379957433333333;3;5;36;2;5;151;multinomial
churn;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875733120350944;train;1.65662961;20;60;880;9;15;3500;binomial
churn;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843063378543133;test;1.65662961;20;60;880;9;15;3500;binomial
712_chscase_geyser1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547986478851828;train;0.0930203416666667;5;10;120;1;2;156;continuous
712_chscase_geyser1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.41305481618862;test;0.0930203416666667;5;10;120;1;2;156;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426724739356512;train;0.70686721;3;160;326;5;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559864704127991;test;0.70686721;3;160;326;5;10;356;continuous
auto;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83066507465964;train;0.407917996666667;9;20;284;4;20;142;multinomial
auto;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802089947089947;test;0.407917996666667;9;20;284;4;20;142;multinomial
dermatology;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994423598082135;train;0.213784946666667;3;25;128;10;25;257;multinomial
dermatology;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971702915376677;test;0.213784946666667;3;25;128;10;25;257;multinomial
crx;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125123913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971644148096157;train;0.80928898;3;160;326;10;13;483;binomial
crx;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125123913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92889822595705;test;0.80928898;3;160;326;10;13;483;binomial
687_sleuth_ex1605;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.639342300918011;train;0.656916628333333;11;10;232;3;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.59204535291293;test;0.656916628333333;11;10;232;3;5;44;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859503450262181;train;0.117412053333333;3;50;166;5;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831440181371431;test;0.117412053333333;3;50;166;5;10;350;continuous
nikuradse_2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833964122908949;train;0.983509668333333;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.718991473229899;test;0.983509668333333;3;160;326;1;1;254;continuous
analcatdata_asbestos;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851398601398601;train;0.573595936666667;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958041958041958;test;0.573595936666667;3;160;326;3;3;59;binomial
562_cpu_small;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.118585619723591;train;7.34766732;15;336;702;8;12;5735;continuous
562_cpu_small;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.148096990838094;test;7.34766732;15;336;702;8;12;5735;continuous
titanic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793038638730239;train;1.17618249833333;9;7;132;3;7;1545;binomial
titanic;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.800127834152529;test;1.17618249833333;9;7;132;3;7;1545;binomial
vehicle;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834150084884873;train;5.88205402833333;17;13;420;6;13;593;multinomial
vehicle;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820864644838075;test;5.88205402833333;17;13;420;6;13;593;multinomial
optdigits;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999863205919273;train;3.50097862166667;3;160;326;60;60;3934;multinomial
optdigits;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999330102607037;test;3.50097862166667;3;160;326;60;60;3934;multinomial
analcatdata_germangss;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.765564396296537;train;0.619404316666667;3;160;326;2;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125163210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.724740620436745;test;0.619404316666667;3;160;326;2;5;280;multinomial
crx;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915988544686201;train;0.78462896335;11;52;502;10;13;483;binomial
crx;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937839355925857;test;0.78462896335;11;52;502;10;13;483;binomial
617_fri_c3_500_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126105500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868207440600768;train;0.848105103333333;3;160;326;4;4;350;continuous
617_fri_c3_500_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126105500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.974310324152444;test;0.848105103333333;3;160;326;4;4;350;continuous
segmentation;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998066069337041;train;0.389273625;6;14;178;14;14;1617;multinomial
segmentation;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995378295972625;test;0.389273625;6;14;178;14;14;1617;multinomial
flags;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125181509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847140916808149;train;1.29823287333333;3;160;326;36;36;125;multinomial
flags;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125181509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.624083333333333;test;1.29823287333333;3;160;326;36;36;125;multinomial
spectf;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963348569493821;train;1.350017755;6;220;452;29;44;245;binomial
spectf;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817471264367816;test;1.350017755;6;220;452;29;44;245;binomial
620_fri_c1_1000_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216613840494624;train;4.64063164;10;252;524;10;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3128097309654;test;4.64063164;10;252;524;10;25;700;continuous
228_elusage;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480936857625116;train;0.0277753866666667;3;2;16;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475062858169201;test;0.0277753866666667;3;2;16;1;1;39;continuous
519_vinnie;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483780583592006;train;0.0669618233333333;3;10;80;2;2;266;continuous
519_vinnie;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458705783041946;test;0.0669618233333333;3;10;80;2;2;266;continuous
phoneme;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812544584363319;train;1.40684002333333;3;160;326;5;5;3783;binomial
phoneme;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814525135491486;test;1.40684002333333;3;160;326;5;5;3783;binomial
movement_libras;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126094247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995534629322223;train;1.23185751333333;10;20;384;11;20;252;multinomial
movement_libras;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126094247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89342013655279;test;1.23185751333333;10;20;384;11;20;252;multinomial
505_tecator;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.116481239237367;train;1.197638715;7;224;462;5;18;168;continuous
505_tecator;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144662198749782;test;1.197638715;7;224;462;5;18;168;continuous
596_fri_c2_250_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124212040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220803512223795;train;1.67073895833333;10;300;620;5;5;175;continuous
596_fri_c2_250_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124212040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471830345732318;test;1.67073895833333;10;300;620;5;5;175;continuous
breast_cancer_wisconsin;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996867469879518;train;0.183399501666667;3;73;166;12;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989097968936679;test;0.183399501666667;3;73;166;12;20;399;binomial
1030_ERA;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.715753471632372;train;1.99861105665;10;300;620;3;3;700;continuous
1030_ERA;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.826902786001327;test;1.99861105665;10;300;620;3;3;700;continuous
optdigits;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125192810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999717752645076;train;31.9215146633333;2;46;96;57;60;3934;multinomial
optdigits;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125192810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998795603941914;test;31.9215146633333;2;46;96;57;60;3934;multinomial
586_fri_c3_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170620591033578;train;2.73224648666667;5;200;410;13;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288560733210899;test;2.73224648666667;5;200;410;13;25;700;continuous
glass;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867524016054515;train;1.18773506165;6;220;452;3;9;144;multinomial
glass;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792734719596723;test;1.18773506165;6;220;452;3;9;144;multinomial
626_fri_c2_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801413493776485;train;0.548680598333333;3;72;150;20;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82739383355176;test;0.548680598333333;3;72;150;20;50;350;continuous
heart_statlog;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789383950897931;train;0.431559335;3;13;88;8;13;189;binomial
heart_statlog;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.652027027027027;test;0.431559335;3;13;88;8;13;189;binomial
595_fri_c0_1000_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485630195149197;train;1.02026736;3;160;326;7;10;700;continuous
595_fri_c0_1000_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511091609740961;test;1.02026736;3;160;326;7;10;700;continuous
analcatdata_bankruptcy;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976973684210526;train;0.0880172733333333;3;3;24;3;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.0880172733333333;3;3;24;3;3;35;binomial
584_fri_c4_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820652265539039;train;0.869115746666667;3;160;326;5;25;350;continuous
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579_fri_c0_250_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126093418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415142712539714;train;0.608634833333333;3;160;326;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126093418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559235068944583;test;0.608634833333333;3;160;326;5;5;175;continuous
confidence;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944276094276094;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96;test;;-Inf;-Inf;;1;1;51;multinomial
654_fri_c0_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282998932158533;train;1.593983595;7;240;494;6;10;350;continuous
654_fri_c0_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125184701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.43554572378722;test;1.593983595;7;240;494;6;10;350;continuous
page_blocks;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983583887880374;train;0.106216958333333;3;7;50;7;7;3832;multinomial
page_blocks;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986062982628222;test;0.106216958333333;3;7;50;7;7;3832;multinomial
satimage;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988227462249719;train;2.95712714833333;3;160;326;27;27;4505;multinomial
satimage;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984722485106779;test;2.95712714833333;3;160;326;27;27;4505;multinomial
credit_a;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912619516067792;train;0.835836693333333;3;160;326;5;13;483;binomial
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712_chscase_geyser1;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.542248712746001;train;0.668621813333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5026436701602;test;0.668621813333333;3;160;326;1;2;156;continuous
657_fri_c2_250_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311710302382432;train;0.532653506666667;3;160;326;8;10;175;continuous
657_fri_c2_250_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445760863651437;test;0.532653506666667;3;160;326;8;10;175;continuous
nikuradse_2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126095556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.122344647503596;train;0.602525203333333;3;160;326;1;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126095556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.145630507968411;test;0.602525203333333;3;160;326;1;1;254;continuous
228_elusage;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293943957561984;train;0.58467985;3;160;326;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419972045954378;test;0.58467985;3;160;326;1;1;39;continuous
schizo;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.66728441050475;train;0.631429638333333;3;160;326;1;13;238;multinomial
schizo;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.594666920925502;test;0.631429638333333;3;160;326;1;13;238;multinomial
yeast;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883852911962322;train;3.33515757166667;3;8;56;8;8;1036;multinomial
yeast;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882075456469589;test;3.33515757166667;3;8;56;8;8;1036;multinomial
collins;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989614943461097;train;3.12008078666667;6;204;420;12;20;340;multinomial
collins;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980695895120714;test;3.12008078666667;6;204;420;12;20;340;multinomial
201_pol;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.565852119394593;train;0.278302743316667;3;85;176;26;26;10500;continuous
201_pol;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.581483071617414;test;0.278302743316667;3;85;176;26;26;10500;continuous
banana;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.547434066541395;train;0.0744454483333333;3;8;64;2;2;3710;binomial
banana;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.541440354533157;test;0.0744454483333333;3;8;64;2;2;3710;binomial
645_fri_c3_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124213710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179268410080947;train;3.31252445833333;9;280;578;5;50;350;continuous
645_fri_c3_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124213710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322007864627685;test;3.31252445833333;9;280;578;5;50;350;continuous
appendicitis;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844262295081967;train;0.09048557;3;4;30;1;4;75;binomial
appendicitis;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845238095238095;test;0.09048557;3;4;30;1;4;75;binomial
banana;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.554141727077993;train;1.0196136;3;160;326;2;2;3710;binomial
banana;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.534473269377296;test;1.0196136;3;160;326;2;2;3710;binomial
1191_BNG_pbc;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803661410356797;train;35.2553814783333;3;36;146;15;18;700000;continuous
1191_BNG_pbc;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802917489345042;test;35.2553814783333;3;36;146;15;18;700000;continuous
tokyo1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977503363444167;train;0.232118296666667;3;71;166;20;23;672;binomial
tokyo1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978247162673392;test;0.232118296666667;3;71;166;20;23;672;binomial
titanic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.77880648291313;train;0.550553863333333;3;8;56;2;8;1545;binomial
titanic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798111225622324;test;0.550553863333333;3;8;56;2;8;1545;binomial
analcatdata_boxing2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752801120448179;train;0.0692250866666667;3;12;84;1;3;93;binomial
analcatdata_boxing2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542105263157895;test;0.0692250866666667;3;12;84;1;3;93;binomial
horse_colic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89655612244898;train;0.771433258333333;3;160;326;10;22;258;binomial
horse_colic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861476608187135;test;0.771433258333333;3;160;326;10;22;258;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915204678362573;train;0.19912500835;8;12;208;3;3;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777777777777778;test;0.19912500835;8;12;208;3;3;37;binomial
597_fri_c2_500_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822315605461961;train;0.33937552;3;10;72;5;5;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889082880067886;test;0.33937552;3;10;72;5;5;350;continuous
appendicitis;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125130548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823333333333333;train;0.276224068333333;9;16;274;1;4;75;binomial
appendicitis;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125130548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93;test;0.276224068333333;9;16;274;1;4;75;binomial
hypothyroid;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931782813098352;train;2.44586994333333;7;208;430;9;20;2215;binomial
hypothyroid;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890397734586176;test;2.44586994333333;7;208;430;9;20;2215;binomial
breast_w;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124213243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991847826086957;train;0.854675983333333;3;160;326;8;8;490;binomial
breast_w;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124213243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996172441579371;test;0.854675983333333;3;160;326;8;8;490;binomial
584_fri_c4_500_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847296116700861;train;0.720581993333333;3;160;326;25;25;350;continuous
584_fri_c4_500_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124185109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837066332123617;test;0.720581993333333;3;160;326;25;25;350;continuous
analcatdata_germangss;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830579036525487;train;0.944920583333333;8;5;86;4;5;280;multinomial
analcatdata_germangss;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7260434021103;test;0.944920583333333;8;5;86;4;5;280;multinomial
584_fri_c4_500_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173142946319807;train;2.59517155166667;20;396;832;4;25;350;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279201944417802;test;2.59517155166667;20;396;832;4;25;350;continuous
503_wind;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403772797512027;train;9.31824970666667;6;220;452;14;14;4602;continuous
503_wind;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124185824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45977896783254;test;9.31824970666667;6;220;452;14;14;4602;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.545208186983058;train;0.80474076335;10;12;260;1;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.671433598590792;test;0.80474076335;10;12;260;1;6;66;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784821543099759;train;0.124015108333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858562044102364;test;0.124015108333333;3;25;156;5;5;175;continuous
letter;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124155517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987839556645896;train;24.3409312483333;7;240;494;11;16;14000;multinomial
letter;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124155517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983356392785158;test;24.3409312483333;7;240;494;11;16;14000;multinomial
659_sleuth_ex1714;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.44645784456249;train;0.07329116165;6;5;70;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.233889300371392;test;0.07329116165;6;5;70;1;1;33;continuous
appendicitis;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922222222222222;train;1.209439705;6;220;452;2;4;75;binomial
appendicitis;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846666666666667;test;1.209439705;6;220;452;2;4;75;binomial
651_fri_c0_100_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125192609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345607798905149;train;2.15953855666667;8;260;536;15;25;70;continuous
651_fri_c0_100_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125192609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.641451705856871;test;2.15953855666667;8;260;536;15;25;70;continuous
627_fri_c2_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807085300422151;train;0.850943025;3;160;326;5;10;350;continuous
627_fri_c2_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163629_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815596564517284;test;0.850943025;3;160;326;5;10;350;continuous
tae;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.042314985;3;5;38;0;5;106;multinomial
tae;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125100506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.042314985;3;5;38;0;5;106;multinomial
phoneme;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125150052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816104319808024;train;0.433648793316667;3;5;36;5;5;3783;binomial
phoneme;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125150052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807012586694066;test;0.433648793316667;3;5;36;5;5;3783;binomial
228_elusage;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481725835349167;train;0.0325521016666667;3;2;16;1;1;39;continuous
228_elusage;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47976784250272;test;0.0325521016666667;3;2;16;1;1;39;continuous
fars;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900528704376324;train;61.9658566483333;0;5;10;21;21;70678;multinomial
fars;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882546130670646;test;61.9658566483333;0;5;10;21;21;70678;multinomial
calendarDOW;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946173244894164;train;0.32755336;8;14;224;8;14;280;multinomial
calendarDOW;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.758290080609046;test;0.32755336;8;14;224;8;14;280;multinomial
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60942716427452;train;7.57940987166667;8;18;236;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606468973005945;test;7.57940987166667;8;18;236;9;9;21773;continuous
magic;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935177417863159;train;10.7518137816667;3;160;326;9;9;13314;binomial
magic;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125133148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913685102452832;test;10.7518137816667;3;160;326;9;9;13314;binomial
503_wind;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401511075168927;train;4.182447235;3;160;326;14;14;4602;continuous
503_wind;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.448344020201235;test;4.182447235;3;160;326;14;14;4602;continuous
buggyCrx;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933933933933934;train;1.26847528833333;7;240;494;14;14;483;binomial
buggyCrx;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930858244937319;test;1.26847528833333;7;240;494;14;14;483;binomial
622_fri_c2_1000_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126102740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780688522530188;train;0.91353676;3;160;326;33;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126102740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847231099730182;test;0.91353676;3;160;326;33;50;700;continuous
1030_ERA;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.709772846071533;train;1.25024410166667;5;200;410;4;4;700;continuous
1030_ERA;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791426300326669;test;1.25024410166667;5;200;410;4;4;700;continuous
637_fri_c1_500_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868098182284516;train;0.612387608333333;3;72;150;26;50;350;continuous
637_fri_c1_500_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867486181732478;test;0.612387608333333;3;72;150;26;50;350;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251802929723128;train;4.75568070333333;20;500;1040;2;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476249972297878;test;4.75568070333333;20;500;1040;2;3;333;continuous
pima;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850095900263726;train;0.976013711666667;3;160;326;8;8;538;binomial
pima;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80466042966043;test;0.976013711666667;3;160;326;8;8;538;binomial
230_machine_cpu;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.283710450817808;train;0.838023463333333;3;160;326;5;6;147;continuous
230_machine_cpu;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.285687956436961;test;0.838023463333333;3;160;326;5;6;147;continuous
596_fri_c2_250_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821098510109448;train;1.57446036833333;6;220;452;3;5;175;continuous
596_fri_c2_250_5;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.921543095237852;test;1.57446036833333;6;220;452;3;5;175;continuous
analcatdata_aids;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124202559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.631578947368421;train;0.0330674133333333;3;2;16;1;2;35;binomial
analcatdata_aids;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124202559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777777777777778;test;0.0330674133333333;3;2;16;1;2;35;binomial
analcatdata_asbestos;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946180555555556;train;0.586256316666667;3;160;326;2;3;59;binomial
analcatdata_asbestos;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896428571428572;test;0.586256316666667;3;160;326;2;3;59;binomial
503_wind;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467848193820078;train;1.45537897333333;7;70;344;13;14;4602;continuous
503_wind;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468609396145102;test;1.45537897333333;7;70;344;13;14;4602;continuous
hungarian;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915701617110068;train;1.43835648;10;300;620;3;12;206;binomial
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iris;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125152017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996078431372549;train;0.15420198335;3;3;24;3;3;105;multinomial
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228_elusage;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.391044542246655;train;0.0395310383333333;3;5;40;1;1;39;continuous
228_elusage;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.376848199576809;test;0.0395310383333333;3;5;40;1;1;39;continuous
backache;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913679245283019;train;3.99174017001667;20;500;1040;12;32;126;binomial
backache;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.608163265306122;test;3.99174017001667;20;500;1040;12;32;126;binomial
583_fri_c1_1000_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813093725041172;train;0.341571175;5;130;270;17;50;700;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828973680713911;test;0.341571175;5;130;270;17;50;700;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813619682218649;train;1.37867177666667;7;50;318;5;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.781355804623551;test;1.37867177666667;7;50;318;5;25;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279986270526645;train;1.81889889666667;6;220;452;10;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481028890921689;test;1.81889889666667;6;220;452;10;10;350;continuous
spambase;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980550336763595;train;7.68544824166667;3;49;136;53;55;3221;binomial
spambase;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976721218651995;test;7.68544824166667;3;49;136;53;55;3221;binomial
analcatdata_boxing1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.614721485411141;train;0.189557786666667;7;12;176;1;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.6421875;test;0.189557786666667;7;12;176;1;3;84;binomial
flags;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.787638978516308;train;2.813850615;3;38;138;3;39;125;multinomial
flags;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618896604938272;test;2.813850615;3;38;138;3;39;125;multinomial
dis;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788288514702187;train;2.38518842;12;244;512;19;25;2641;binomial
dis;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683348227584153;test;2.38518842;12;244;512;19;25;2641;binomial
saheart;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.756923010973937;train;2.57214200666667;14;380;788;5;9;324;binomial
saheart;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.676207513416816;test;2.57214200666667;14;380;788;5;9;324;binomial
294_satellite_image;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452817176425956;train;0.220716653333333;3;82;176;25;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473321373708426;test;0.220716653333333;3;82;176;25;25;4505;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403304287148757;train;1.13116724;5;200;410;2;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429652854836265;test;1.13116724;5;200;410;2;3;333;continuous
iris;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995078995078995;train;0.172178531666667;3;3;24;1;3;105;multinomial
iris;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998217468805704;test;0.172178531666667;3;3;24;1;3;105;multinomial
519_vinnie;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.494226022836248;train;0.562700893333333;3;160;326;1;2;266;continuous
519_vinnie;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.509949447744479;test;0.562700893333333;3;160;326;1;2;266;continuous
564_fried;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488426568731404;train;4.42204141333333;5;184;378;7;10;28538;continuous
564_fried;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487731955779258;test;4.42204141333333;5;184;378;7;10;28538;continuous
mfeat_fourier;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125195300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975698872404335;train;0.52776401;3;60;138;14;76;1400;multinomial
mfeat_fourier;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125195300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963956448101359;test;0.52776401;3;60;138;14;76;1400;multinomial
586_fri_c3_1000_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125150821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815899126603622;train;0.737575868333333;3;160;326;9;25;700;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125150821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802391428001027;test;0.737575868333333;3;160;326;9;25;700;continuous
banana;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980596440809108;train;4.74120107666667;12;276;576;2;2;3710;binomial
banana;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964083330551621;test;4.74120107666667;12;276;576;2;2;3710;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929411764705882;train;0.0641233966666667;3;3;24;2;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.625;test;0.0641233966666667;3;3;24;2;3;37;binomial
analcatdata_asbestos;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855990783410138;train;0.0759178283333333;3;3;24;2;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874074074074074;test;0.0759178283333333;3;3;24;2;3;59;binomial
1199_BNG_echoMonths;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.645267046170103;train;15.85154014;7;240;494;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.694659423728847;test;15.85154014;7;240;494;9;9;12248;continuous
prnn_fglass;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912898968543789;train;1.32606552333333;7;240;494;7;9;144;multinomial
prnn_fglass;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867795414462081;test;1.32606552333333;7;240;494;7;9;144;multinomial
heart_c;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933789548524707;train;0.762591678333333;3;160;326;11;13;213;binomial
heart_c;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893977103036337;test;0.762591678333333;3;160;326;11;13;213;binomial
542_pollution;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416211678495596;train;1.89986658;9;280;578;9;12;42;continuous
542_pollution;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.685939719023713;test;1.89986658;9;280;578;9;12;42;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799991206918572;train;0.135354823333333;3;25;166;5;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838783254051979;test;0.135354823333333;3;25;166;5;5;70;continuous
tae;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958936202686203;train;0.847425811666667;5;200;410;4;4;106;multinomial
tae;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.74656862745098;test;0.847425811666667;5;200;410;4;4;106;multinomial
prnn_fglass;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901398405516053;train;1.03967323166667;5;200;410;8;9;144;multinomial
prnn_fglass;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124163510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88231746031746;test;1.03967323166667;5;200;410;8;9;144;multinomial
659_sleuth_ex1714;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.372700064808049;train;0.112189355;3;6;46;1;3;33;continuous
659_sleuth_ex1714;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.565686266936964;test;0.112189355;3;6;46;1;3;33;continuous
heart_c;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944355413105413;train;0.638258676666667;3;160;326;10;13;213;binomial
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622_fri_c2_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212557350920302;train;5.92230836833333;13;328;682;10;50;700;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125175301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326696698720265;test;5.92230836833333;13;328;682;10;50;700;continuous
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Hill_Valley_without_noise;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.462968607131972;test;;-Inf;-Inf;;1;1;849;binomial
529_pollen;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352022040751191;train;2.96248512166667;5;200;410;4;4;2694;continuous
529_pollen;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468950443780944;test;2.96248512166667;5;200;410;4;4;2694;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165807661434129;train;2.920222965;9;280;578;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26684696365444;test;2.920222965;9;280;578;5;5;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38891581718145;train;2.62462368333333;3;160;326;2;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437184051370163;test;2.62462368333333;3;160;326;2;50;700;continuous
230_machine_cpu;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125190423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293906442582005;train;1.63183966333333;8;260;536;5;6;147;continuous
230_machine_cpu;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125190423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.2533043950023;test;1.63183966333333;8;260;536;5;6;147;continuous
analcatdata_boxing2;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.752801120448179;train;0.106305005;3;3;24;1;3;93;binomial
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shuttle;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983851868156348;train;30.3446261066667;6;220;452;7;8;40600;multinomial
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flags;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858033509700176;train;3.30679034666667;12;340;704;24;39;125;multinomial
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609_fri_c0_1000_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462234798021256;train;0.272534183333333;6;10;132;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523847952725156;test;0.272534183333333;6;10;132;5;5;700;continuous
hungarian;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902920362802751;train;0.567328638333333;3;160;326;12;12;206;binomial
hungarian;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916211293260474;test;0.567328638333333;3;160;326;12;12;206;binomial
fars;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894293926800782;train;26.9165889266667;10;21;384;12;21;70678;multinomial
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1096_FacultySalaries;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366471307352102;train;0.925716208333333;5;200;410;1;2;35;continuous
1096_FacultySalaries;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378821509361172;test;0.925716208333333;5;200;410;1;2;35;continuous
saheart;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785978780944456;train;2.50015606833333;20;478;996;8;9;324;binomial
saheart;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.747909199522103;test;2.50015606833333;20;478;996;8;9;324;binomial
movement_libras;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125144041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996382999658914;train;3.34796608833333;8;244;504;19;21;252;multinomial
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backache;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852880658436214;train;2.68469028666667;14;348;724;29;31;126;binomial
backache;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.689969604863222;test;2.68469028666667;14;348;724;29;31;126;binomial
analcatdata_authorship;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.868745406666667;3;160;326;70;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999865156418555;test;0.868745406666667;3;160;326;70;70;589;multinomial
haberman;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712790430181735;train;0.126660623316667;3;3;24;1;3;215;binomial
haberman;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679108796296296;test;0.126660623316667;3;3;24;1;3;215;binomial
hepatitis;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939664502164502;train;0.55149712;8;72;384;5;18;109;binomial
hepatitis;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.574025974025974;test;0.55149712;8;72;384;5;18;109;binomial
564_fried;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252550338083151;train;18.0935222;13;248;522;9;10;28538;continuous
564_fried;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289641424541201;test;18.0935222;13;248;522;9;10;28538;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311432414010978;train;0.658064841666667;3;160;326;8;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490454522696312;test;0.658064841666667;3;160;326;8;10;350;continuous
657_fri_c2_250_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785277653359586;train;1.06573262168333;6;20;242;8;10;175;continuous
657_fri_c2_250_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.894324519419117;test;1.06573262168333;6;20;242;8;10;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79498217591978;train;0.933826853333333;3;160;326;5;5;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862602757187492;test;0.933826853333333;3;160;326;5;5;175;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835972537936473;train;1.49092171166667;6;220;452;6;25;350;continuous
581_fri_c3_500_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84395725928733;test;1.49092171166667;6;220;452;6;25;350;continuous
706_sleuth_case1202;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480462991081998;train;0.625752266666667;8;12;212;4;6;66;continuous
706_sleuth_case1202;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.611531587011711;test;0.625752266666667;8;12;212;4;6;66;continuous
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mfeat_fourier;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95447583008238;test;1.612941575;9;71;390;38;76;1400;multinomial
505_tecator;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0433291169178746;train;0.19969663;3;81;186;17;17;168;continuous
505_tecator;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0602842038507547;test;0.19969663;3;81;186;17;17;168;continuous
auto;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997481060606061;train;0.674563575;3;160;326;17;21;142;multinomial
auto;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960744534968138;test;0.674563575;3;160;326;17;21;142;multinomial
590_fri_c0_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490117612564858;train;0.89412584;3;72;150;47;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487060335110249;test;0.89412584;3;72;150;47;50;700;continuous
1196_BNG_pharynx;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658610571158979;train;286.098947453333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659851268999955;test;286.098947453333;0;100;200;5;10;700000;continuous
credit_g;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125104141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777337302382384;train;0.30183597;5;64;250;4;20;700;binomial
credit_g;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125104141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740491921603465;test;0.30183597;5;64;250;4;20;700;binomial
658_fri_c3_250_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864520052034635;train;0.771569341666667;3;50;150;4;25;175;continuous
658_fri_c3_250_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757093309603265;test;0.771569341666667;3;50;150;4;25;175;continuous
574_house_16H;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4816457565753;train;0.229554906666667;3;73;176;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468107811123429;test;0.229554906666667;3;73;176;15;15;15949;continuous
624_fri_c0_100_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332077160813768;train;1.412875645;6;220;452;5;5;70;continuous
624_fri_c0_100_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.612046737017387;test;1.412875645;6;220;452;5;5;70;continuous
saheart;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.797796639231824;train;0.6487099;11;36;454;9;9;324;binomial
saheart;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.788908765652952;test;0.6487099;11;36;454;9;9;324;binomial
230_machine_cpu;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.14777730165105;train;1.41697851666667;7;240;494;6;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183309269928987;test;1.41697851666667;7;240;494;6;6;147;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812773383250624;train;0.796874841666667;7;20;280;5;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840484072054616;test;0.796874841666667;7;20;280;5;10;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846777638069638;train;0.162693043333333;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864439573994112;test;0.162693043333333;3;85;176;5;25;700;continuous
pima;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846095061136418;train;0.453680188333333;8;32;368;6;8;538;binomial
pima;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811157311157311;test;0.453680188333333;8;32;368;6;8;538;binomial
659_sleuth_ex1714;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.387616985094147;train;0.101409338333333;5;10;120;1;2;33;continuous
659_sleuth_ex1714;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.555513531838452;test;0.101409338333333;5;10;120;1;2;33;continuous
heart_statlog;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969455208570777;train;1.29862926666667;16;52;720;11;13;189;binomial
heart_statlog;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834761321909425;test;1.29862926666667;16;52;720;11;13;189;binomial
643_fri_c2_500_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873054310746715;train;0.611994003333333;3;50;150;8;25;350;continuous
643_fri_c2_500_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859637600271968;test;0.611994003333333;3;50;150;8;25;350;continuous
649_fri_c0_500_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458441014561649;train;0.906253686666667;3;160;326;5;5;350;continuous
649_fri_c0_500_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477203214686946;test;0.906253686666667;3;160;326;5;5;350;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.305449827297845;train;0.442297126666667;9;45;418;4;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.380360220917363;test;0.442297126666667;9;45;418;4;9;165;continuous
segmentation;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99694615803129;train;3.092556945;8;260;536;13;14;1617;multinomial
segmentation;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998245729240629;test;3.092556945;8;260;536;13;14;1617;multinomial
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125101109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.634140744634837;train;4.91657838666667;10;236;492;7;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125101109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.628193831297475;test;4.91657838666667;10;236;492;7;9;21773;continuous
225_puma8NH;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485644406133995;train;2.89797929166667;3;160;326;5;8;5735;continuous
225_puma8NH;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.541009025325165;test;2.89797929166667;3;160;326;5;8;5735;continuous
analcatdata_boxing1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.717348927875244;train;1.04190820333333;5;200;410;3;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.666666666666667;test;1.04190820333333;5;200;410;3;3;84;binomial
titanic;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803944731942823;train;0.48888967;8;28;368;6;7;1545;binomial
titanic;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811489218328841;test;0.48888967;8;28;368;6;7;1545;binomial
678_visualizing_environmental;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.68597561382914;train;0.0733175983333333;3;15;98;3;3;78;continuous
678_visualizing_environmental;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.951182381264011;test;0.0733175983333333;3;15;98;3;3;78;continuous
dis;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957025573961058;train;2.41428290333333;6;220;452;1;24;2641;binomial
dis;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847361647361647;test;2.41428290333333;6;220;452;1;24;2641;binomial
663_rabe_266;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.11257567333736;train;0.0591306433333333;3;4;32;2;2;84;continuous
663_rabe_266;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.114200110511391;test;0.0591306433333333;3;4;32;2;2;84;continuous
agaricus_lepiota;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125144720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.41745329166667;3;160;326;19;20;5702;binomial
agaricus_lepiota;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125144720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.41745329166667;3;160;326;19;20;5702;binomial
mfeat_factors;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999599145158487;train;3.24779657;5;200;410;97;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997326980798111;test;3.24779657;5;200;410;97;136;1400;multinomial
profb;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679093776885575;train;1.37786234333333;9;280;578;9;9;471;binomial
profb;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.668375136314068;test;1.37786234333333;9;280;578;9;9;471;binomial
657_fri_c2_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125105314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831588391564259;train;0.127327423333333;3;50;166;3;10;175;continuous
657_fri_c2_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125105314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.923823587443832;test;0.127327423333333;3;50;166;3;10;175;continuous
542_pollution;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.570648595873387;train;0.177887841666667;3;50;166;8;10;42;continuous
542_pollution;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.568059477132526;test;0.177887841666667;3;50;166;8;10;42;continuous
segmentation;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995314818145777;train;2.05651257833333;7;208;430;13;14;1617;multinomial
segmentation;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996519288251312;test;2.05651257833333;7;208;430;13;14;1617;multinomial
hungarian;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928951486697965;train;0.994124855;5;200;410;9;12;206;binomial
hungarian;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8544474393531;test;0.994124855;5;200;410;9;12;206;binomial
218_house_8L;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362233995555238;train;31.5719292300167;11;320;662;8;8;15949;continuous
218_house_8L;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382707826288316;test;31.5719292300167;11;320;662;8;8;15949;continuous
503_wind;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448080434612944;train;1.84625578;3;28;144;14;14;4602;continuous
503_wind;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461255148932732;test;1.84625578;3;28;144;14;14;4602;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852832844330178;train;0.370660535;8;50;376;7;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.767916074376371;test;0.370660535;8;50;376;7;10;175;continuous
heart_c;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954504906333631;train;1.07272222833333;5;200;410;13;13;213;binomial
heart_c;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892627412172192;test;1.07272222833333;5;200;410;13;13;213;binomial
207_autoPrice;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.374961468496501;train;0.721681203333333;3;160;326;1;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.557813372090284;test;0.721681203333333;3;160;326;1;11;112;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.407932008732007;train;1.11492556333333;12;50;528;24;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.663920612300633;test;1.11492556333333;12;50;528;24;25;70;continuous
calendarDOW;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971923018603203;train;0.717221053333333;3;160;326;14;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83832662439114;test;0.717221053333333;3;160;326;14;14;280;multinomial
segmentation;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99538604702524;train;1.62508362333333;3;160;326;10;14;1617;multinomial
segmentation;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995995552442799;test;1.62508362333333;3;160;326;10;14;1617;multinomial
622_fri_c2_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25406487806884;train;1.28861065;3;160;326;5;50;700;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354421697294854;test;1.28861065;3;160;326;5;50;700;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126104736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48404212192245;train;0.133083023333333;3;50;176;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126104736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.678228718000967;test;0.133083023333333;3;50;176;10;10;70;continuous
glass2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126094237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999084249084249;train;1.90978460833333;12;340;704;3;8;115;binomial
glass2;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126094237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927083333333333;test;1.90978460833333;12;340;704;3;8;115;binomial
labor;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125131118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.461002126666667;6;15;176;2;15;40;binomial
labor;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125131118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783333333333333;test;0.461002126666667;6;15;176;2;15;40;binomial
churn;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970360290279807;train;2.15504544666667;3;160;326;15;15;3500;binomial
churn;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901495016611296;test;2.15504544666667;3;160;326;15;15;3500;binomial
503_wind;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125200516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465845063874983;train;5.16023606666667;9;28;398;13;14;4602;continuous
503_wind;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125200516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472287849871056;test;5.16023606666667;9;28;398;13;14;4602;continuous
503_wind;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468002708037966;train;1.268026005;3;160;326;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465803241985658;test;1.268026005;3;160;326;14;14;4602;continuous
626_fri_c2_500_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190320999665221;train;4.36757150833333;8;260;536;31;50;350;continuous
626_fri_c2_500_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384328125439248;test;4.36757150833333;8;260;536;31;50;350;continuous
fars;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811460837416543;train;9.94918069666667;6;21;200;2;21;70678;multinomial
fars;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825612806910005;test;9.94918069666667;6;21;200;2;21;70678;multinomial
651_fri_c0_100_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126103849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.689638466325653;train;1.03188173833333;14;125;648;9;25;70;continuous
651_fri_c0_100_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126103849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.883322206020658;test;1.03188173833333;14;125;648;9;25;70;continuous
waveform_21;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966575088307921;train;11.674260165;6;21;220;18;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965471608336125;test;11.674260165;6;21;220;18;21;3500;multinomial
appendicitis;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881666666666667;train;0.22243394835;13;4;110;3;4;75;binomial
appendicitis;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.656666666666667;test;0.22243394835;13;4;110;3;4;75;binomial
ring;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990347506464016;train;4.05027794666667;3;160;326;20;20;5180;binomial
ring;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984798021461235;test;4.05027794666667;3;160;326;20;20;5180;binomial
sonar;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993778280542987;train;0.986414165;3;160;326;60;60;146;binomial
sonar;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880877742946709;test;0.986414165;3;160;326;60;60;146;binomial
1030_ERA;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750011333914188;train;0.247603726666667;6;20;260;3;4;700;continuous
1030_ERA;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784439081414644;test;0.247603726666667;6;20;260;3;4;700;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830837118468979;train;0.85614353;13;125;606;6;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880737682493961;test;0.85614353;13;125;606;6;25;175;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504884930761043;train;1.49137617166667;5;200;410;8;25;700;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498693055859053;test;1.49137617166667;5;200;410;8;25;700;continuous
562_cpu_small;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31718136836339;train;0.28450389;6;60;302;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.335437788908111;test;0.28450389;6;60;302;3;12;5735;continuous
574_house_16H;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492161011072875;train;4.59993803335;9;280;578;14;15;15949;continuous
574_house_16H;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4776549032433;test;4.59993803335;9;280;578;14;15;15949;continuous
657_fri_c2_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86400028108294;train;0.589884598333333;12;50;544;1;10;175;continuous
657_fri_c2_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836040599342086;test;0.589884598333333;12;50;544;1;10;175;continuous
227_cpu_small;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318456491379077;train;1.63035134666667;5;24;194;3;12;5735;continuous
227_cpu_small;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125150435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343550785310388;test;1.63035134666667;5;24;194;3;12;5735;continuous
analcatdata_aids;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.730263157894737;train;0.118927011666667;5;12;126;2;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.388888888888889;test;0.118927011666667;5;12;126;2;3;35;binomial
529_pollen;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.429574833675439;train;1.02685897333333;3;160;326;4;4;2694;continuous
529_pollen;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446771391866994;test;1.02685897333333;3;160;326;4;4;2694;continuous
537_houses;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578301608856061;train;0.983642616683333;3;12;84;6;6;14448;continuous
537_houses;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.581813121543626;test;0.983642616683333;3;12;84;6;6;14448;continuous
615_fri_c4_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125105254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805101895516443;train;1.41567947333333;8;20;330;8;10;175;continuous
615_fri_c4_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125105254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739637878827303;test;1.41567947333333;8;20;330;8;10;175;continuous
auto;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936357628091038;train;1.14599129166667;5;200;410;19;21;142;multinomial
auto;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869331065759637;test;1.14599129166667;5;200;410;19;21;142;multinomial
australian;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.922011256644547;train;0.916288476666667;6;14;176;5;14;483;binomial
australian;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935719675532918;test;0.916288476666667;6;14;176;5;14;483;binomial
603_fri_c0_250_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482841661461103;train;0.972942545016667;20;231;516;23;50;175;continuous
603_fri_c0_250_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489992355205419;test;0.972942545016667;20;231;516;23;50;175;continuous
shuttle;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126104707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823932876071469;train;45.81015227;1;8;24;3;8;40600;multinomial
shuttle;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126104707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.781707722898903;test;45.81015227;1;8;24;3;8;40600;multinomial
529_pollen;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447466586065563;train;2.055401805;6;220;452;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438522718734542;test;2.055401805;6;220;452;4;4;2694;continuous
624_fri_c0_100_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50907856330089;train;0.357388968333333;8;25;376;5;5;70;continuous
624_fri_c0_100_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523173592646789;test;0.357388968333333;8;25;376;5;5;70;continuous
mfeat_fourier;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986623194149191;train;0.557083053333333;3;54;138;35;76;1400;multinomial
mfeat_fourier;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969987895835711;test;0.557083053333333;3;54;138;35;76;1400;multinomial
634_fri_c2_100_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363474465106577;train;1.37627918833333;6;220;452;2;10;70;continuous
634_fri_c2_100_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.575472387704075;test;1.37627918833333;6;220;452;2;10;70;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220068724574696;train;2.01516672833333;5;200;410;5;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.334038652464411;test;2.01516672833333;5;200;410;5;10;700;continuous
contraceptive;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.706210561630008;train;3.51686755331667;6;9;116;4;9;1032;multinomial
contraceptive;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.696636440415783;test;3.51686755331667;6;9;116;4;9;1032;multinomial
617_fri_c3_500_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825071304541136;train;0.112771601666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860387047884477;test;0.112771601666667;3;25;156;5;5;350;continuous
new_thyroid;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125112623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999492063492064;train;0.0378115183333333;3;5;36;3;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125112623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99917695473251;test;0.0378115183333333;3;5;36;3;5;151;multinomial
tae;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7341307997558;train;0.21071394;3;5;38;5;5;106;multinomial
tae;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.648692810457516;test;0.21071394;3;5;38;5;5;106;multinomial
nikuradse_1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.19211572807538;train;1.45610272166667;5;200;410;1;2;254;continuous
nikuradse_1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.247860764745845;test;1.45610272166667;5;200;410;1;2;254;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252164987792953;train;1.042969445;5;200;410;3;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.907818802042838;test;1.042969445;5;200;410;3;4;70;continuous
225_puma8NH;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.736138861525204;train;1.31743803666667;3;160;326;8;8;5735;continuous
225_puma8NH;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.747197884963442;test;1.31743803666667;3;160;326;8;8;5735;continuous
635_fri_c0_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.622527104596941;train;2.16711566;11;282;586;9;10;175;continuous
635_fri_c0_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.544244312900822;test;2.16711566;11;282;586;9;10;175;continuous
prnn_synth;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978181343088581;train;0.707368221666667;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936253561253561;test;0.707368221666667;3;160;326;2;2;175;binomial
analcatdata_boxing2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.752801120448179;train;0.638382371666667;3;160;326;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.542105263157895;test;0.638382371666667;3;160;326;1;3;93;binomial
579_fri_c0_250_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508849767323079;train;0.105880248333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49273068436581;test;0.105880248333333;3;25;156;5;5;175;continuous
574_house_16H;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482952267529062;train;0.926480431666667;12;75;554;14;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4691675273552;test;0.926480431666667;12;75;554;14;15;15949;continuous
1201_BNG_breastTumor;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915324332312085;train;1.10650982833333;8;45;376;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914008244686866;test;1.10650982833333;8;45;376;9;9;81648;continuous
heart_statlog;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909653465346535;train;1.17664307166667;6;220;452;8;13;189;binomial
heart_statlog;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89030612244898;test;1.17664307166667;6;220;452;8;13;189;binomial
banana;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.527756993208242;train;0.884369833333333;3;160;326;1;2;3710;binomial
banana;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.531506081946223;test;0.884369833333333;3;160;326;1;2;3710;binomial
schizo;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.655685943651889;train;0.881830371666667;3;160;326;10;13;238;multinomial
schizo;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.520895691609977;test;0.881830371666667;3;160;326;10;13;238;multinomial
620_fri_c1_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196423869430867;train;3.60912007;10;300;620;6;25;700;continuous
620_fri_c1_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319213329761678;test;3.60912007;10;300;620;6;25;700;continuous
bupa;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126094415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715418803418803;train;1.35192444666667;8;252;520;5;5;242;binomial
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657_fri_c2_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124201023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756421200238452;train;0.358787458333333;8;50;376;10;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124201023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.911521446706572;test;0.358787458333333;8;50;376;10;10;175;continuous
604_fri_c4_500_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842172367982279;train;1.11433695666667;6;20;248;6;10;350;continuous
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644_fri_c4_250_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125195500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826762147415992;test;0.442869246666667;3;48;150;10;25;175;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.189981606588494;train;1.50325501666667;7;240;494;5;5;350;continuous
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654_fri_c0_500_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50139500526828;train;0.81030751165;3;20;132;9;10;350;continuous
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537_houses;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60722538596551;train;0.915234428333333;3;10;72;5;5;14448;continuous
537_houses;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.594541614562041;test;0.915234428333333;3;10;72;5;5;14448;continuous
562_cpu_small;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.195633727566695;train;1.441842005;3;24;146;12;12;5735;continuous
562_cpu_small;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.209285550252372;test;1.441842005;3;24;146;12;12;5735;continuous
ann_thyroid;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999840639498546;train;3.99194225333333;3;160;326;14;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999063752623608;test;3.99194225333333;3;160;326;14;21;5040;multinomial
1096_FacultySalaries;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.429075543866851;train;0.0858672983333333;6;4;56;1;2;35;continuous
1096_FacultySalaries;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448710955648955;test;0.0858672983333333;6;4;56;1;2;35;continuous
analcatdata_japansolvent;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913690476190476;train;0.25976311;8;16;242;2;4;37;binomial
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605_fri_c2_250_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.749261918578947;train;2.10044270666667;14;375;780;20;25;175;continuous
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645_fri_c3_500_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161608789301406;train;2.870524745;14;361;750;4;50;350;continuous
645_fri_c3_500_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305948670097394;test;2.870524745;14;361;750;4;50;350;continuous
banana;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550040817601151;train;0.0724160183333333;3;8;64;2;2;3710;binomial
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1096_FacultySalaries;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.414342835693882;train;0.158664086666667;8;4;72;2;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.438066246580957;test;0.158664086666667;8;4;72;2;2;35;continuous
mnist;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126100431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.557239583933252;train;32.480853645;0;5;10;10;523;49000;multinomial
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592_fri_c4_1000_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815223980365259;train;2.498881575;10;284;588;9;25;700;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853891821323932;test;2.498881575;10;284;588;9;25;700;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85697660035515;train;0.321853198333333;7;50;334;7;10;350;continuous
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294_satellite_image;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466014602121319;train;4.88028976166667;6;52;272;20;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477403179660585;test;4.88028976166667;6;52;272;20;26;4505;continuous
192_vineyard;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.626643309728989;train;0.147399631666667;7;10;152;2;2;37;continuous
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647_fri_c1_250_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854756933419331;test;0.457369288333333;9;50;418;5;10;175;continuous
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analcatdata_bankruptcy;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970588235294118;train;0.47641847;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973214285714286;test;0.47641847;3;160;326;3;3;35;binomial
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593_fri_c1_1000_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83140656787761;train;0.674591836683333;6;20;252;6;10;700;continuous
593_fri_c1_1000_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125160753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815378290597787;test;0.674591836683333;6;20;252;6;10;700;continuous
mfeat_factors;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125203710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.29348404833333;3;66;138;113;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125203710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99400037485019;test;1.29348404833333;3;66;138;113;136;1400;multinomial
cmc;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.723426582301006;train;0.897925136666667;3;160;326;9;9;1032;multinomial
cmc;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.692492211094794;test;0.897925136666667;3;160;326;9;9;1032;multinomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913690476190476;train;0.13251398335;8;4;70;2;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;0.13251398335;8;4;70;2;4;37;binomial
645_fri_c3_500_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768135690777802;train;2.12675286666667;8;250;516;13;50;350;continuous
645_fri_c3_500_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812061134208992;test;2.12675286666667;8;250;516;13;50;350;continuous
agaricus_lepiota;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;5.67845350166667;3;160;326;20;20;5702;binomial
agaricus_lepiota;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;5.67845350166667;3;160;326;20;20;5702;binomial
auto;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904862552151954;train;9.18578424166667;12;20;412;15;20;142;multinomial
auto;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885736961451247;test;9.18578424166667;12;20;412;15;20;142;multinomial
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329396543008795;train;4.65120512666667;20;500;1040;2;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263906631636898;test;4.65120512666667;20;500;1040;2;3;333;continuous
666_rmftsa_ladata;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506315375683904;train;1.56230318666667;6;220;452;1;10;356;continuous
666_rmftsa_ladata;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.572561066511891;test;1.56230318666667;6;220;452;1;10;356;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80558487762662;train;31.4170373516667;0;100;200;10;18;700000;continuous
1191_BNG_pbc;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804738974672587;test;31.4170373516667;0;100;200;10;18;700000;continuous
bupa;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.689553870328619;train;0.611414068333333;13;5;136;3;5;242;binomial
bupa;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.632723112128146;test;0.611414068333333;13;5;136;3;5;242;binomial
breast;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997035501236723;train;0.66138046;3;9;62;7;9;490;binomial
breast;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991696447340761;test;0.66138046;3;9;62;7;9;490;binomial
560_bodyfat;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0664179116175854;train;0.363654458333333;3;26;150;13;13;177;continuous
560_bodyfat;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0579286208863984;test;0.363654458333333;3;26;150;13;13;177;continuous
prnn_crabs;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99979524979525;train;0.521296445016667;3;160;326;2;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97737556561086;test;0.521296445016667;3;160;326;2;3;140;binomial
mfeat_factors;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998067913905874;train;2.234782565;3;160;326;136;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997865516653636;test;2.234782565;3;160;326;136;136;1400;multinomial
601_fri_c1_250_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126095330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821889315419432;train;0.304298591666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126095330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763506137673563;test;0.304298591666667;3;10;72;5;5;175;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.717786791780844;train;0.174039195;3;45;166;7;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.702860642394294;test;0.174039195;3;45;166;7;9;12248;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.274009935942629;train;0.913505395;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318109044715868;test;0.913505395;3;160;326;5;10;700;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191097542105755;train;3.52248801835;17;408;850;5;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382283954159618;test;3.52248801835;17;408;850;5;25;350;continuous
vehicle;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997690422879051;train;0.912766248333333;3;160;326;13;13;593;multinomial
vehicle;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933436407977039;test;0.912766248333333;3;160;326;13;13;593;multinomial
irish;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874570446735395;train;0.420742946666667;6;4;54;3;4;350;binomial
irish;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858856421356421;test;0.420742946666667;6;4;54;3;4;350;binomial
602_fri_c3_250_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846598415308226;train;1.03537129333333;3;160;326;8;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839208031665958;test;1.03537129333333;3;160;326;8;10;175;continuous
591_fri_c1_100_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.887512252355119;train;0.50212556;9;50;428;2;10;70;continuous
591_fri_c1_100_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.900596741809408;test;0.50212556;9;50;428;2;10;70;continuous
allrep;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968585620915033;train;0.572606101683333;7;24;250;22;24;2641;multinomial
allrep;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952227956554004;test;0.572606101683333;7;24;250;22;24;2641;multinomial
optdigits;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999789648910635;train;4.02860925666667;3;160;326;61;61;3934;multinomial
optdigits;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999047084771581;test;4.02860925666667;3;160;326;61;61;3934;multinomial
631_fri_c1_500_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836766047108177;train;0.26477575835;8;25;366;4;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866544777296346;test;0.26477575835;8;25;366;4;5;350;continuous
page_blocks;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968571223255431;train;32.2938649033333;9;9;170;8;9;3832;multinomial
page_blocks;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970331876331012;test;32.2938649033333;9;9;170;8;9;3832;multinomial
diabetes;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875798816568047;train;0.897016648333333;3;160;326;8;8;538;binomial
diabetes;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817084241103849;test;0.897016648333333;3;160;326;8;8;538;binomial
pima;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884076040945124;train;1.045214105;3;160;326;2;8;538;binomial
pima;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.804178498985801;test;1.045214105;3;160;326;2;8;538;binomial
593_fri_c1_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.165009229467693;train;3.87709507166667;11;237;496;9;10;700;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.334049333433902;test;3.87709507166667;11;237;496;9;10;700;continuous
german;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.782076438292608;train;3.20763409333333;12;20;348;3;20;700;binomial
german;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.696907161234991;test;3.20763409333333;12;20;348;3;20;700;binomial
ionosphere;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9414172783738;train;0.643625598333333;3;160;326;32;32;246;binomial
ionosphere;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.83844241922121;test;0.643625598333333;3;160;326;32;32;246;binomial
626_fri_c2_500_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809354759653693;train;2.280831605;12;340;704;21;50;350;continuous
626_fri_c2_500_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124165046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.899167786191674;test;2.280831605;12;340;704;21;50;350;continuous
wine_quality_red;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.737910336892327;train;6.64527721166667;8;11;180;3;11;1120;multinomial
wine_quality_red;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717918622639497;test;6.64527721166667;8;11;180;3;11;1120;multinomial
breast_cancer_wisconsin;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998034887477118;train;0.922041653333333;3;160;326;21;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124185228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988649764150943;test;0.922041653333333;3;160;326;21;22;399;binomial
nikuradse_2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.133990475788824;train;0.537316011666667;3;160;326;1;1;254;continuous
nikuradse_2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167268755813091;test;0.537316011666667;3;160;326;1;1;254;continuous
movement_libras;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999561403508772;train;0.531888435;5;20;200;17;20;252;multinomial
movement_libras;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883746130727423;test;0.531888435;5;20;200;17;20;252;multinomial
678_visualizing_environmental;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508859445775523;train;0.66196424;3;160;326;3;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.711867364384233;test;0.66196424;3;160;326;3;3;78;continuous
analcatdata_japansolvent;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125195348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935294117647059;train;0.736795713333333;7;185;384;3;3;37;binomial
analcatdata_japansolvent;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125195348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642857142857143;test;0.736795713333333;7;185;384;3;3;37;binomial
adult;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922358307990607;train;30.1122743933333;10;300;620;8;12;34190;binomial
adult;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912153057416424;test;30.1122743933333;10;300;620;8;12;34190;binomial
591_fri_c1_100_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.680373504675241;train;1.369958935;5;200;410;8;10;70;continuous
591_fri_c1_100_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.12298242475977;test;1.369958935;5;200;410;8;10;70;continuous
579_fri_c0_250_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483708233315131;train;0.202266826666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.497417150479498;test;0.202266826666667;3;10;72;5;5;175;continuous
analcatdata_cyyoung9302;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126092153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899234693877551;train;0.479166815;9;6;118;5;6;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126092153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972222222222222;test;0.479166815;9;6;118;5;6;65;binomial
appendicitis;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989461358313817;train;0.636878675;3;160;326;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.845238095238095;test;0.636878675;3;160;326;4;4;75;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.0940644933333333;3;6;46;1;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973684210526316;test;0.0940644933333333;3;6;46;1;6;70;binomial
657_fri_c2_250_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.757432080016833;train;1.14942958833333;6;20;252;10;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.905331662955861;test;1.14942958833333;6;20;252;10;10;175;continuous
magic;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124201035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864046105850104;train;0.358464678333333;3;36;156;9;9;13314;binomial
magic;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124201035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869476801764426;test;0.358464678333333;3;36;156;9;9;13314;binomial
cleveland;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.647836111111111;train;0.30226883;9;13;216;2;13;213;multinomial
cleveland;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702759387351779;test;0.30226883;9;13;216;2;13;213;multinomial
ring;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812301294064138;train;2.11694561166667;3;20;108;20;20;5180;binomial
ring;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820634026746759;test;2.11694561166667;3;20;108;20;20;5180;binomial
596_fri_c2_250_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833362860161163;train;0.989403675;3;160;326;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894957931267456;test;0.989403675;3;160;326;5;5;175;continuous
vowel;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974563311602759;train;0.407140061666667;7;13;178;12;13;693;multinomial
vowel;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964278337890209;test;0.407140061666667;7;13;178;12;13;693;multinomial
banana;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125184116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984890608304779;train;2.28839755833333;3;160;326;2;2;3710;binomial
banana;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125184116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966932598325568;test;2.28839755833333;3;160;326;2;2;3710;binomial
582_fri_c1_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796907601779464;train;0.759507831666667;3;49;150;24;25;350;continuous
582_fri_c1_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878840881140661;test;0.759507831666667;3;49;150;24;25;350;continuous
agaricus_lepiota;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999684478823106;train;1.84437932666667;3;160;326;9;20;5702;binomial
agaricus_lepiota;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999796763236549;test;1.84437932666667;3;160;326;9;20;5702;binomial
666_rmftsa_ladata;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125120237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.535923054435869;train;2.10083833;9;20;362;10;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125120237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.645131420972824;test;2.10083833;9;20;362;10;10;356;continuous
magic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95389729065329;train;18.3764717766667;20;435;912;9;9;13314;binomial
magic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92238033402613;test;18.3764717766667;20;435;912;9;9;13314;binomial
analcatdata_boxing2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74213691026827;train;0.0665572866833333;3;3;24;3;3;93;binomial
analcatdata_boxing2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.508571428571429;test;0.0665572866833333;3;3;24;3;3;93;binomial
604_fri_c4_500_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860185664569815;train;0.89834462665;3;160;326;8;10;350;continuous
604_fri_c4_500_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831618684384921;test;0.89834462665;3;160;326;8;10;350;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814893906613377;train;0.219046931666667;6;20;268;4;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.701926634648114;test;0.219046931666667;6;20;268;4;4;70;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466153929879732;train;0.229707908333333;3;90;186;38;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.520464204414224;test;0.229707908333333;3;90;186;38;50;175;continuous
519_vinnie;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126091107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456582590832236;train;0.94051302835;5;200;410;2;2;266;continuous
519_vinnie;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126091107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458541043999974;test;0.94051302835;5;200;410;2;2;266;continuous
appendicitis;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860655737704918;train;0.26537708;7;16;236;2;4;75;binomial
appendicitis;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857142857142857;test;0.26537708;7;16;236;2;4;75;binomial
calendarDOW;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90959330251051;train;30.2052185233333;10;14;264;13;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812079284592609;test;30.2052185233333;10;14;264;13;14;280;multinomial
192_vineyard;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.623376630223205;train;0.168238398333333;7;10;148;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503758175786108;test;0.168238398333333;7;10;148;2;2;37;continuous
credit_g;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126091150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799248170516453;train;2.02707623333333;6;20;230;6;20;700;binomial
credit_g;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126091150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770334795402809;test;2.02707623333333;6;20;230;6;20;700;binomial
analcatdata_creditscore;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997084548104956;train;0.371662425;3;128;262;4;6;70;binomial
analcatdata_creditscore;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986111111111111;test;0.371662425;3;128;262;4;6;70;binomial
texture;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996596558967217;train;2.47176428666667;3;160;326;13;13;3850;multinomial
texture;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994258196702675;test;2.47176428666667;3;160;326;13;13;3850;multinomial
analcatdata_aids;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881578947368421;train;0.175108395;6;12;146;3;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.481481481481482;test;0.175108395;6;12;146;3;3;35;binomial
analcatdata_asbestos;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125190738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932183908045977;train;0.245936631666667;9;12;206;3;3;59;binomial
analcatdata_asbestos;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125190738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71875;test;0.245936631666667;9;12;206;3;3;59;binomial
wine_quality_white;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.656048037053485;train;12.1017762683333;9;11;170;1;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.582091425762001;test;12.1017762683333;9;11;170;1;11;3429;multinomial
560_bodyfat;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784817731014804;train;1.659933535;6;220;452;10;13;177;continuous
560_bodyfat;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.745752689499359;test;1.659933535;6;220;452;10;13;177;continuous
appendicitis;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932222222222222;train;1.41460899;7;240;494;4;4;75;binomial
appendicitis;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182145_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78;test;1.41460899;7;240;494;4;4;75;binomial
allhypo;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124172804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867293804467986;train;0.880128083333333;10;24;390;18;24;2639;multinomial
allhypo;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124172804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802467651781191;test;0.880128083333333;10;24;390;18;24;2639;multinomial
678_visualizing_environmental;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.696745597908857;train;0.331016168333333;9;15;278;3;3;78;continuous
678_visualizing_environmental;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.951469326386906;test;0.331016168333333;9;15;278;3;3;78;continuous
coil2000;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725681428701962;train;7.94142218833333;0;5;10;5;59;6876;binomial
coil2000;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.701560507876297;test;7.94142218833333;0;5;10;5;59;6876;binomial
optdigits;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997890743663313;train;1.595600275;5;54;222;31;59;3934;multinomial
optdigits;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99580426497566;test;1.595600275;5;54;222;31;59;3934;multinomial
615_fri_c4_250_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32686539710366;train;0.65211511;3;160;326;5;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.520918083767004;test;0.65211511;3;160;326;5;9;175;continuous
yeast;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883604994765984;train;6.58752924166667;5;8;88;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.878589984380182;test;6.58752924166667;5;8;88;7;8;1036;multinomial
waveform_40;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948676820348323;train;1.92740518333333;3;160;326;14;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952854296501599;test;1.92740518333333;3;160;326;14;40;3500;multinomial
609_fri_c0_1000_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459701362041905;train;1.39135195;6;204;420;4;5;700;continuous
609_fri_c0_1000_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524982567174875;test;1.39135195;6;204;420;4;5;700;continuous
shuttle;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124200826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999205572668216;train;34.7495774299833;4;180;368;7;8;40600;multinomial
shuttle;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124200826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998497840916952;test;34.7495774299833;4;180;368;7;8;40600;multinomial
613_fri_c3_250_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767182375466571;train;0.231080093333333;3;8;60;4;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.884334605703781;test;0.231080093333333;3;8;60;4;4;175;continuous
690_visualizing_galaxy;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.337250331775115;train;0.0749595999833333;3;15;102;3;3;227;continuous
690_visualizing_galaxy;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.301974364506154;test;0.0749595999833333;3;15;102;3;3;227;continuous
mfeat_zernike;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987257525575837;train;1.80526712333333;3;160;326;33;33;1400;multinomial
mfeat_zernike;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978669510145728;test;1.80526712333333;3;160;326;33;33;1400;multinomial
churn;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944434162459345;train;8.29435007333333;20;393;826;11;15;3500;binomial
churn;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905877435850883;test;8.29435007333333;20;393;826;11;15;3500;binomial
621_fri_c0_100_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493409143535351;train;0.175159845;3;20;136;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.676802512920735;test;0.175159845;3;20;136;10;10;70;continuous
analcatdata_lawsuit;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99921568627451;train;0.639888228333333;3;160;326;2;4;185;binomial
analcatdata_lawsuit;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99;test;0.639888228333333;3;160;326;2;4;185;binomial
analcatdata_germangss;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822368961771136;train;0.596246441666667;6;5;66;5;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.720230182643777;test;0.596246441666667;6;5;66;5;5;280;multinomial
confidence;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84462962962963;train;1.057421815;5;200;410;1;1;51;multinomial
confidence;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808888888888889;test;1.057421815;5;200;410;1;1;51;multinomial
fars;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89840366944116;train;53.16376734;0;5;10;21;21;70678;multinomial
fars;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905750395068052;test;53.16376734;0;5;10;21;21;70678;multinomial
saheart;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784314541293946;train;0.986457688333333;10;9;188;7;9;324;binomial
saheart;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.773476702508961;test;0.986457688333333;10;9;188;7;9;324;binomial
satimage;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99293808166324;train;2.91051664333333;3;160;326;21;25;4505;multinomial
satimage;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980890779036634;test;2.91051664333333;3;160;326;21;25;4505;multinomial
529_pollen;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439904411788426;train;1.668296805;5;200;410;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454489958142938;test;1.668296805;5;200;410;4;4;2694;continuous
582_fri_c1_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791732923750301;train;0.848688628333333;3;49;150;5;25;350;continuous
582_fri_c1_500_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86177683697146;test;0.848688628333333;3;49;150;5;25;350;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836427237478311;train;0.748664346666667;3;50;150;16;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840229562342067;test;0.748664346666667;3;50;150;16;25;175;continuous
waveform_40;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970140199297869;train;1.67578730333333;3;160;326;40;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971616558489154;test;1.67578730333333;3;160;326;40;40;3500;multinomial
credit_g;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819532300998941;train;4.05986559;13;20;466;13;20;700;binomial
credit_g;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.772638942868247;test;4.05986559;13;20;466;13;20;700;binomial
cars;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.57951147;3;160;326;1;7;275;multinomial
cars;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989661654135338;test;0.57951147;3;160;326;1;7;275;multinomial
584_fri_c4_500_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820941968857829;train;0.740186005;3;49;150;5;25;350;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799057266112824;test;0.740186005;3;49;150;5;25;350;continuous
haberman;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125152539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.653068181818182;train;1.70517399833333;8;260;536;3;3;215;binomial
haberman;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125152539_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.563609467455621;test;1.70517399833333;8;260;536;3;3;215;binomial
analcatdata_bankruptcy;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990196078431373;train;0.533077683333333;3;144;294;2;4;35;binomial
analcatdata_bankruptcy;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928571428571429;test;0.533077683333333;3;144;294;2;4;35;binomial
561_cpu;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0854986716608393;train;0.72916083;6;14;184;7;7;147;continuous
561_cpu;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.188205464972857;test;0.72916083;6;14;184;7;7;147;continuous
cloud;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.70042265918225;train;2.71031671;12;340;704;3;6;76;multinomial
cloud;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.44157848324515;test;2.71031671;12;340;704;3;6;76;multinomial
582_fri_c1_500_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788684070388906;train;0.171822053333333;3;90;186;13;25;350;continuous
582_fri_c1_500_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870986735927071;test;0.171822053333333;3;90;186;13;25;350;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817483215728736;train;0.33360498;5;122;260;13;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873953006540743;test;0.33360498;5;122;260;13;25;700;continuous
542_pollution;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.582549826908001;train;1.31797746333333;20;65;888;7;13;42;continuous
542_pollution;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.741734904974607;test;1.31797746333333;20;65;888;7;13;42;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125181844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784504799856376;train;0.683325985;7;10;152;4;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125181844_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823825828915065;test;0.683325985;7;10;152;4;5;175;continuous
695_chatfield_4;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3419000872314;train;1.04462564833333;6;220;452;4;5;165;continuous
695_chatfield_4;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322159400826991;test;1.04462564833333;6;220;452;4;5;165;continuous
637_fri_c1_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831170577326215;train;0.20222671;3;90;186;21;50;350;continuous
637_fri_c1_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124210328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83936582060982;test;0.20222671;3;90;186;21;50;350;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.308196592320173;train;0.0999583166666667;3;15;120;0;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144058436767099;test;0.0999583166666667;3;15;120;0;3;333;continuous
allhyper;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126094436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.661860756844789;train;2.47995023166667;6;220;452;2;25;2640;multinomial
allhyper;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126094436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781019935478534;test;2.47995023166667;6;220;452;2;25;2640;multinomial
hypothyroid;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951961275466259;train;2.16371480333333;7;240;494;16;20;2215;binomial
hypothyroid;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947411024026725;test;2.16371480333333;7;240;494;16;20;2215;binomial
clean2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971627032513504;train;3.70976497998333;6;204;420;105;105;4619;binomial
clean2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965100860794714;test;3.70976497998333;6;204;420;105;105;4619;binomial
german;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956387256418187;train;0.821148656666667;3;160;326;20;20;700;binomial
german;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125145039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.812124785591767;test;0.821148656666667;3;160;326;20;20;700;binomial
627_fri_c2_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83508270776975;train;1.15251908333333;7;20;288;6;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841007788373961;test;1.15251908333333;7;20;288;6;10;350;continuous
horse_colic;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905178653681648;train;1.33944079666667;7;240;494;9;22;258;binomial
horse_colic;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892649572649573;test;1.33944079666667;7;240;494;9;22;258;binomial
659_sleuth_ex1714;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125200056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.393930778343223;train;0.197600983333333;7;4;64;2;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125200056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516887229458674;test;0.197600983333333;7;4;64;2;2;33;continuous
analcatdata_creditscore;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.252478731666667;3;112;230;1;6;70;binomial
analcatdata_creditscore;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124151359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973684210526316;test;0.252478731666667;3;112;230;1;6;70;binomial
651_fri_c0_100_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533563076444542;train;0.291442516666667;5;123;270;13;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.613002686008219;test;0.291442516666667;5;123;270;13;25;70;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.720354245548228;train;0.873804128333333;3;72;150;27;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824734456013855;test;0.873804128333333;3;72;150;27;50;175;continuous
1196_BNG_pharynx;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660866007405835;train;23.48981113165;3;20;132;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662324745927217;test;23.48981113165;3;20;132;10;10;700000;continuous
522_pm10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.480331298783957;train;2.620456385;17;440;914;7;7;350;continuous
522_pm10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.723979762023346;test;2.620456385;17;440;914;7;7;350;continuous
218_house_8L;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457327449074865;train;1.88852928165;3;16;112;8;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445425759781682;test;1.88852928165;3;16;112;8;8;15949;continuous
sonar;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900657276995305;train;2.964322195;10;58;432;23;60;146;binomial
sonar;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920940170940171;test;2.964322195;10;58;432;23;60;146;binomial
603_fri_c0_250_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50622960163086;train;0.776556953333333;3;72;150;46;50;175;continuous
603_fri_c0_250_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50484956413595;test;0.776556953333333;3;72;150;46;50;175;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125101109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.620138487314564;train;6.47327422335;7;18;194;8;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125101109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.617853540407175;test;6.47327422335;7;18;194;8;9;21773;continuous
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ecoli;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974056318016845;train;0.497150686666667;3;5;36;4;5;229;multinomial
ecoli;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984488795518207;test;0.497150686666667;3;5;36;4;5;229;multinomial
646_fri_c3_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125124912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.152314955167583;train;3.11196491166667;20;348;736;4;10;350;continuous
646_fri_c3_500_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125124912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312561367554359;test;3.11196491166667;20;348;736;4;10;350;continuous
cleveland;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.696013960398576;train;4.73776076166667;7;13;182;6;13;213;multinomial
cleveland;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688876028806584;test;4.73776076166667;7;13;182;6;13;213;multinomial
heart_h;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952078705172961;train;0.674190633333333;3;160;326;10;12;206;binomial
heart_h;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905670376258612;test;0.674190633333333;3;160;326;10;12;206;binomial
595_fri_c0_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481709864556995;train;0.620817225;3;20;134;6;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50538684443277;test;0.620817225;3;20;134;6;10;700;continuous
backache;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928764166216945;train;2.35382910998333;10;300;620;11;32;126;binomial
backache;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.464673913043478;test;2.35382910998333;10;300;620;11;32;126;binomial
credit_g;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808833295338534;train;2.63202397;14;364;756;7;20;700;binomial
credit_g;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76253110558123;test;2.63202397;14;364;756;7;20;700;binomial
breast_w;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984746262603919;train;0.92090168;6;8;98;2;8;490;binomial
breast_w;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975719789132198;test;0.92090168;6;8;98;2;8;490;binomial
695_chatfield_4;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.326861305150548;train;0.978674471666667;3;160;326;2;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.33979269570839;test;0.978674471666667;3;160;326;2;9;165;continuous
643_fri_c2_500_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844449756102819;train;0.80543365;3;50;150;23;25;350;continuous
643_fri_c2_500_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873117558585116;test;0.80543365;3;50;150;23;25;350;continuous
adult;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90625767137783;train;3.538216905;8;48;376;9;12;34190;binomial
adult;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125095300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901939388179842;test;3.538216905;8;48;376;9;12;34190;binomial
687_sleuth_ex1605;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.510058768732166;train;1.13792580166667;5;200;410;5;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.707249929063762;test;1.13792580166667;5;200;410;5;5;44;continuous
197_cpu_act;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324869134148613;train;0.358384363333333;6;89;302;4;18;5735;continuous
197_cpu_act;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331285326275896;test;0.358384363333333;6;89;302;4;18;5735;continuous
645_fri_c3_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125155401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820945195086468;train;0.476538784983333;3;72;150;41;50;350;continuous
645_fri_c3_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125155401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856759708781085;test;0.476538784983333;3;72;150;41;50;350;continuous
texture;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994288444318662;train;6.087047075;8;228;472;7;12;3850;multinomial
texture;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994921503833287;test;6.087047075;8;228;472;7;12;3850;multinomial
flags;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887974207469549;train;1.31215590833333;5;200;410;34;39;125;multinomial
flags;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.720887345679012;test;1.31215590833333;5;200;410;34;39;125;multinomial
197_cpu_act;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.327187903472562;train;3.21868891833333;9;36;386;3;18;5735;continuous
197_cpu_act;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.328919238842162;test;3.21868891833333;9;36;386;3;18;5735;continuous
horse_colic;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947158198009429;train;0.806805303316667;3;160;326;10;22;258;binomial
horse_colic;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.852961432506887;test;0.806805303316667;3;160;326;10;22;258;binomial
analcatdata_asbestos;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848502304147466;train;0.0946002783333333;3;12;90;2;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918518518518519;test;0.0946002783333333;3;12;90;2;3;59;binomial
609_fri_c0_1000_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125141014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487722920664826;train;0.359089596666667;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125141014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49395992833284;test;0.359089596666667;3;10;72;5;5;700;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802098132763603;train;1.25755093333333;5;86;234;7;50;700;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84818328323488;test;1.25755093333333;5;86;234;7;50;700;continuous
shuttle;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125093431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828028333090282;train;30.322706355;3;160;326;7;8;40600;multinomial
shuttle;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125093431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829180632952772;test;30.322706355;3;160;326;7;8;40600;multinomial
heart_h;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931815840972294;train;0.619716708316667;3;160;326;10;12;206;binomial
heart_h;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954269972451791;test;0.619716708316667;3;160;326;10;12;206;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124212225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.10139871;3;16;116;3;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124212225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928571428571429;test;0.10139871;3;16;116;3;4;185;binomial
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labor;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.728140121666667;3;160;326;5;15;40;binomial
analcatdata_creditscore;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.729650998333333;3;160;326;5;6;70;binomial
analcatdata_creditscore;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.729650998333333;3;160;326;5;6;70;binomial
colic;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857078824358071;train;1.10521718333333;14;87;636;2;22;258;binomial
colic;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93011917659805;test;1.10521718333333;14;87;636;2;22;258;binomial
colic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872175536881419;train;0.638708885;10;81;468;2;22;258;binomial
colic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907717435688036;test;0.638708885;10;81;468;2;22;258;binomial
648_fri_c1_250_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320835790974574;train;1.40273812166667;5;200;410;23;50;175;continuous
648_fri_c1_250_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499750613181542;test;1.40273812166667;5;200;410;23;50;175;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821213910659726;train;0.210029973333333;5;50;250;3;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830746375170422;test;0.210029973333333;5;50;250;3;10;700;continuous
hungarian;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896691176470588;train;1.92390087;9;12;222;4;12;206;binomial
hungarian;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912660256410256;test;1.92390087;9;12;222;4;12;206;binomial
595_fri_c0_1000_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486299957620777;train;1.215461555;7;20;292;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505499361561424;test;1.215461555;7;20;292;6;10;700;continuous
561_cpu;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0622579514721127;train;1.92175464666667;11;304;630;7;7;147;continuous
561_cpu;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0505880699441601;test;1.92175464666667;11;304;630;7;7;147;continuous
687_sleuth_ex1605;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.670407400660863;train;0.348212538333333;6;10;128;3;5;44;continuous
687_sleuth_ex1605;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607842181038348;test;0.348212538333333;6;10;128;3;5;44;continuous
auto;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96041546866015;train;1.488866525;6;220;452;17;20;142;multinomial
auto;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902614845938375;test;1.488866525;6;220;452;17;20;142;multinomial
mfeat_factors;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;22.7029147566667;3;66;138;104;136;1400;multinomial
mfeat_factors;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145738_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998439419398657;test;22.7029147566667;3;66;138;104;136;1400;multinomial
spectf;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125124036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920809349380778;train;1.868539385;19;173;846;27;44;245;binomial
spectf;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125124036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890625;test;1.868539385;19;173;846;27;44;245;binomial
201_pol;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301876349527712;train;7.67681170166667;6;220;452;5;26;10500;continuous
201_pol;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316590378629893;test;7.67681170166667;6;220;452;5;26;10500;continuous
agaricus_lepiota;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.13073874166667;3;20;70;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.13073874166667;3;20;70;20;20;5702;binomial
537_houses;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.518259287057991;train;11.9006107683333;6;220;452;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.533777004676912;test;11.9006107683333;6;220;452;6;6;14448;continuous
contraceptive;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.805493828409479;train;1.89234826166667;6;220;452;6;9;1032;multinomial
contraceptive;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758502249073081;test;1.89234826166667;6;220;452;6;9;1032;multinomial
557_analcatdata_apnea1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495334924359592;train;4.25637128666667;17;440;914;2;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.999082178487263;test;4.25637128666667;17;440;914;2;3;333;continuous
shuttle;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994491974011007;train;19.3430055866667;3;160;326;5;7;40600;multinomial
shuttle;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991010569676347;test;19.3430055866667;3;160;326;5;7;40600;multinomial
657_fri_c2_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777385755708891;train;1.29508694833333;5;200;410;9;10;175;continuous
657_fri_c2_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826983465062926;test;1.29508694833333;5;200;410;9;10;175;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126095245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823982436367997;train;0.60955832835;6;10;132;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126095245_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838840592556866;test;0.60955832835;6;10;132;5;5;350;continuous
vehicle;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.791002276782826;train;2.50237049666667;12;292;608;12;13;593;multinomial
vehicle;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785215102357959;test;2.50237049666667;12;292;608;12;13;593;multinomial
bupa;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786650202373602;train;2.487127605;14;379;788;5;5;242;binomial
bupa;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.683130699088146;test;2.487127605;14;379;788;5;5;242;binomial
590_fri_c0_1000_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126103553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490580474544007;train;1.199629465;5;200;410;14;50;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126103553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499795692542263;test;1.199629465;5;200;410;14;50;700;continuous
adult;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125102223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897652555433896;train;14.39928808;9;216;450;9;12;34190;binomial
adult;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125102223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896230187008751;test;14.39928808;9;216;450;9;12;34190;binomial
prnn_fglass;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842028899307735;train;1.85146195166667;8;9;152;3;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.754934782608696;test;1.85146195166667;8;9;152;3;9;144;multinomial
592_fri_c4_1000_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81768799652879;train;0.184227185;3;85;176;15;25;700;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830066551622317;test;0.184227185;3;85;176;15;25;700;continuous
iris;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995078995078995;train;0.683576046666667;3;160;326;1;3;105;multinomial
iris;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998217468805704;test;0.683576046666667;3;160;326;1;3;105;multinomial
twonorm;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125184600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998583631484794;train;4.79636921833333;3;160;326;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125184600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997431924490139;test;4.79636921833333;3;160;326;20;20;5180;binomial
594_fri_c2_100_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279297257108276;train;1.10221598333333;6;220;452;2;5;70;continuous
594_fri_c2_100_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.554947290803291;test;1.10221598333333;6;220;452;2;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875543234835947;train;1.14836037166667;5;200;410;5;5;70;continuous
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bupa;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.619023118611511;train;0.59184451;3;160;326;3;5;242;binomial
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581_fri_c3_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125123959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175168453917316;train;2.80328536666667;12;335;694;5;25;350;continuous
581_fri_c3_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125123959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276241052271133;test;2.80328536666667;12;335;694;5;25;350;continuous
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mnist;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987952178916843;train;35.7139723183333;2;45;94;327;590;49000;multinomial
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648_fri_c1_250_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703209303418357;train;0.343610419983333;5;130;270;26;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.886851959939234;test;0.343610419983333;5;130;270;26;50;175;continuous
optdigits;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126094803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999470228854637;train;7.64239991666667;3;160;326;61;61;3934;multinomial
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ionosphere;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125101952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986467236467236;train;1.13577986666667;5;200;410;32;32;246;binomial
ionosphere;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125101952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944041867954911;test;1.13577986666667;5;200;410;32;32;246;binomial
1030_ERA;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.716500590836432;train;1.59769889501667;8;260;536;4;4;700;continuous
1030_ERA;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.781865458030434;test;1.59769889501667;8;260;536;4;4;700;continuous
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519_vinnie;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474028684961773;test;0.986295786666667;3;160;326;1;2;266;continuous
analcatdata_cyyoung9302;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927514792899408;train;2.18050448666667;13;360;746;5;6;65;binomial
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656_fri_c1_100_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806703939669215;train;0.303628433333333;7;25;334;5;5;70;continuous
656_fri_c1_100_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839756436229641;test;0.303628433333333;7;25;334;5;5;70;continuous
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1199_BNG_echoMonths;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.714842291196014;train;0.481898216666667;3;18;124;9;9;12248;continuous
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201_pol;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.69742894846839;train;5.936417135;20;308;656;26;26;10500;continuous
201_pol;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.721327204284141;test;5.936417135;20;308;656;26;26;10500;continuous
breast_cancer;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.769503546099291;train;1.017303875;5;200;410;3;9;201;binomial
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diabetes;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.869812172235104;train;2.73119448833333;10;300;620;8;8;538;binomial
diabetes;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840863813849709;test;2.73119448833333;10;300;620;8;8;538;binomial
flags;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88779960205426;train;0.633120845;9;39;390;13;39;125;multinomial
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cmc;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848334506251268;train;1.332220235;3;160;326;9;9;1032;multinomial
cmc;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747791540858768;test;1.332220235;3;160;326;9;9;1032;multinomial
new_thyroid;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992724392257102;train;0.0451929783333333;3;5;36;2;5;151;multinomial
new_thyroid;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194719_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985142118863049;test;0.0451929783333333;3;5;36;2;5;151;multinomial
617_fri_c3_500_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170831987036022;train;1.58925045166667;11;290;602;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35683390706955;test;1.58925045166667;11;290;602;5;5;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193240670116211;train;3.43401919833333;13;328;682;3;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.351349935367526;test;3.43401919833333;13;328;682;3;50;350;continuous
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294_satellite_image;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125195720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29641282442894;train;8.04306027;12;244;512;24;24;4505;continuous
294_satellite_image;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125195720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341963555878389;test;8.04306027;12;244;512;24;24;4505;continuous
227_cpu_small;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.185460059407556;train;3.67766442831667;20;292;624;12;12;5735;continuous
227_cpu_small;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.193591843700118;test;3.67766442831667;20;292;624;12;12;5735;continuous
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647_fri_c1_250_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125113504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821646754175604;train;1.632941115;6;220;452;8;10;175;continuous
647_fri_c1_250_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125113504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843334144315764;test;1.632941115;6;220;452;8;10;175;continuous
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644_fri_c4_250_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126093009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838584366445078;train;0.793762391666667;3;160;326;11;25;175;continuous
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584_fri_c4_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125103041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797756140229481;train;0.176844786666667;3;90;186;7;24;350;continuous
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593_fri_c1_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832449354355108;train;0.47393697;10;50;460;5;10;700;continuous
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breast_cancer_wisconsin;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999838483902229;train;0.848095148333333;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98997641509434;test;0.848095148333333;3;160;326;22;22;399;binomial
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809359495517851;train;0.368709935;5;130;270;12;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841806435648297;test;0.368709935;5;130;270;12;50;700;continuous
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titanic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878054545454545;train;3.90799189;9;280;578;8;8;1545;binomial
titanic;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83817425205704;test;3.90799189;9;280;578;8;8;1545;binomial
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1199_BNG_echoMonths;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.715728153904049;train;0.14988647335;3;45;166;9;9;12248;continuous
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527_analcatdata_election2000;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.105822931781863;test;0.097399765;7;5;80;1;1;47;continuous
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allbp;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974883471907281;test;3.0621856;6;188;388;19;25;2641;multinomial
hungarian;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907148007003811;train;2.53088711;11;12;262;3;12;206;binomial
hungarian;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874931129476584;test;2.53088711;11;12;262;3;12;206;binomial
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833428285693021;train;0.917437445;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816475777122909;test;0.917437445;3;160;326;5;10;700;continuous
analcatdata_cyyoung9302;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835333333333333;train;0.259602028333333;5;6;70;3;6;65;binomial
analcatdata_cyyoung9302;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934782608695652;test;0.259602028333333;5;6;70;3;6;65;binomial
clean1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.413241961666667;3;112;230;1;96;334;binomial
clean1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.413241961666667;3;112;230;1;96;334;binomial
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.256828330130107;train;1.96856424166667;15;256;542;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125200922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.211415957638285;test;1.96856424166667;15;256;542;3;3;333;continuous
buggyCrx;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908063235649443;train;0.748922526666667;11;56;502;5;14;483;binomial
buggyCrx;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910028929604629;test;0.748922526666667;11;56;502;5;14;483;binomial
192_vineyard;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.570168688358075;train;0.187354648333333;9;4;80;2;2;37;continuous
192_vineyard;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502315031827748;test;0.187354648333333;9;4;80;2;2;37;continuous
nikuradse_2;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141262184369152;train;0.591818748333333;3;160;326;1;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155142304329778;test;0.591818748333333;3;160;326;1;1;254;continuous
mfeat_morphological;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918069695657796;train;0.607694661666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912345801973288;test;0.607694661666667;3;2;16;2;2;1400;multinomial
561_cpu;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0743907040860499;train;1.28514385166667;6;220;452;7;7;147;continuous
561_cpu;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164150319906295;test;1.28514385166667;6;220;452;7;7;147;continuous
225_puma8NH;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497419981526765;train;3.68578306;3;160;326;2;8;5735;continuous
225_puma8NH;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.545695959130008;test;3.68578306;3;160;326;2;8;5735;continuous
201_pol;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439241340782427;train;4.90517918;11;288;598;26;26;10500;continuous
201_pol;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44970578159758;test;4.90517918;11;288;598;26;26;10500;continuous
breast_cancer_wisconsin;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.185173823333333;3;80;166;22;22;399;binomial
breast_cancer_wisconsin;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986143867924528;test;0.185173823333333;3;80;166;22;22;399;binomial
breast_cancer_wisconsin;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992765360112299;train;1.806733195;11;281;584;19;22;399;binomial
breast_cancer_wisconsin;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993846153846154;test;1.806733195;11;281;584;19;22;399;binomial
mfeat_morphological;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950065772763591;train;1.4312926;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944408772895689;test;1.4312926;3;160;326;3;3;1400;multinomial
593_fri_c1_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811676286671336;train;0.141994621666667;3;50;166;9;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872987428116093;test;0.141994621666667;3;50;166;9;10;700;continuous
australian;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917035475327572;train;0.199479781666667;3;51;166;3;13;483;binomial
australian;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126092710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893581081081081;test;0.199479781666667;3;51;166;3;13;483;binomial
adult;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882756042892548;train;13.1279373833333;3;12;78;5;12;34190;binomial
adult;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884877134651035;test;13.1279373833333;3;12;78;5;12;34190;binomial
596_fri_c2_250_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783791469630917;train;0.494358916666667;6;10;132;5;5;175;continuous
596_fri_c2_250_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867093252549115;test;0.494358916666667;6;10;132;5;5;175;continuous
695_chatfield_4;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331010840510934;train;0.75067563;7;10;152;1;5;165;continuous
695_chatfield_4;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316791396283915;test;0.75067563;7;10;152;1;5;165;continuous
horse_colic;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956313775510204;train;2.54873872333333;20;376;792;5;22;258;binomial
horse_colic;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885233918128655;test;2.54873872333333;20;376;792;5;22;258;binomial
344_mv;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124190942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455177064654031;train;1.05861035;3;18;122;9;9;28538;continuous
344_mv;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124190942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.451366914270449;test;1.05861035;3;18;122;9;9;28538;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83610117102557;train;0.413278088333333;9;50;418;10;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813814750880118;test;0.413278088333333;9;50;418;10;10;350;continuous
satimage;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990149526878171;train;2.90056631333333;3;160;326;25;25;4505;multinomial
satimage;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984922422325248;test;2.90056631333333;3;160;326;25;25;4505;multinomial
615_fri_c4_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757127771795882;train;0.827757828333333;15;50;670;10;10;175;continuous
615_fri_c4_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810333661291813;test;0.827757828333333;15;50;670;10;10;175;continuous
hepatitis;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962511291779584;train;2.75520769;14;380;788;7;19;109;binomial
hepatitis;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795121951219512;test;2.75520769;14;380;788;7;19;109;binomial
615_fri_c4_250_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126115324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807734123239453;train;0.401938946666667;9;45;418;5;9;175;continuous
615_fri_c4_250_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126115324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817399932697975;test;0.401938946666667;9;45;418;5;9;175;continuous
646_fri_c3_500_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.761562661815155;train;1.08599793666667;7;20;294;5;10;350;continuous
646_fri_c3_500_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891216788986386;test;1.08599793666667;7;20;294;5;10;350;continuous
allhyper;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993062543835575;train;2.750420415;6;220;452;25;25;2640;multinomial
allhyper;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997045493971724;test;2.750420415;6;220;452;25;25;2640;multinomial
spectf;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873154729360306;train;0.636213366666667;3;160;326;44;44;245;binomial
spectf;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858251633986928;test;0.636213366666667;3;160;326;44;44;245;binomial
624_fri_c0_100_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326208530806957;train;1.900280325;12;340;704;4;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594807163006655;test;1.900280325;12;340;704;4;5;70;continuous
633_fri_c0_500_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.554553477476414;train;0.716867103333333;3;160;326;23;25;350;continuous
633_fri_c0_500_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.590313749286466;test;0.716867103333333;3;160;326;23;25;350;continuous
ionosphere;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970013597652616;train;4.37623673166667;9;32;384;32;32;246;binomial
ionosphere;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822734499205087;test;4.37623673166667;9;32;384;32;32;246;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.546908990011099;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5135996600085;test;;-Inf;-Inf;;1;1;849;binomial
599_fri_c2_1000_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215749052201465;train;4.0541703;19;474;986;4;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125132024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344756584662934;test;4.0541703;19;474;986;4;5;700;continuous
207_autoPrice;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331099757181567;train;0.31619276;5;55;270;4;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.256965091435268;test;0.31619276;5;55;270;4;11;112;continuous
218_house_8L;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455418037632956;train;5.50510138666667;15;16;496;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445680785557812;test;5.50510138666667;15;16;496;8;8;15949;continuous
coil2000;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.700368577339843;train;7.17931448166667;0;5;10;2;59;6876;binomial
coil2000;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72545452619088;test;7.17931448166667;0;5;10;2;59;6876;binomial
horse_colic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874869041382923;train;0.764160906666667;3;160;326;2;22;258;binomial
horse_colic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855544077134986;test;0.764160906666667;3;160;326;2;22;258;binomial
1193_BNG_lowbwt;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598692013281528;train;16.5892491616667;10;300;620;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599869661145835;test;16.5892491616667;10;300;620;8;9;21773;continuous
backache;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.378539235;5;119;258;18;32;126;binomial
backache;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.485714285714286;test;0.378539235;5;119;258;18;32;126;binomial
1089_USCrime;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49464613613313;train;0.867922651666667;3;160;326;2;3;33;continuous
1089_USCrime;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.420365655216591;test;0.867922651666667;3;160;326;2;3;33;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197370232756163;train;3.63066438166667;7;240;494;16;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30467850708104;test;3.63066438166667;7;240;494;16;25;700;continuous
hypothyroid;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927749649754385;train;1.57835108;20;80;878;17;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905747184231697;test;1.57835108;20;80;878;17;20;2215;binomial
1089_USCrime;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.420824454912179;train;0.73623387835;3;160;326;2;2;33;continuous
1089_USCrime;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.30448352549111;test;0.73623387835;3;160;326;2;2;33;continuous
620_fri_c1_1000_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82942873435741;train;0.173247253333333;3;85;176;9;25;700;continuous
620_fri_c1_1000_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870594031605318;test;0.173247253333333;3;85;176;9;25;700;continuous
225_puma8NH;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742194327122744;train;1.11779091833333;3;160;326;7;8;5735;continuous
225_puma8NH;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7338462294923;test;1.11779091833333;3;160;326;7;8;5735;continuous
diabetes;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838006278232907;train;1.30230740166667;11;8;184;8;8;538;binomial
diabetes;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845176624866814;test;1.30230740166667;11;8;184;8;8;538;binomial
hypothyroid;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924034386139141;train;1.68041856333333;9;216;450;17;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145525_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912962590506838;test;1.68041856333333;9;216;450;17;20;2215;binomial
654_fri_c0_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496597039409437;train;1.10166192;3;160;326;9;10;350;continuous
654_fri_c0_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5595058651042;test;1.10166192;3;160;326;9;10;350;continuous
678_visualizing_environmental;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.924704112349525;train;0.322470391666667;7;6;96;0;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125185912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.921538532183647;test;0.322470391666667;7;6;96;0;3;78;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.538433216866513;train;0.376809013333333;7;50;334;8;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.565145167508419;test;0.376809013333333;7;50;334;8;10;350;continuous
colic;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915315256875973;train;0.603234508333333;3;160;326;5;22;258;binomial
colic;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84016106442577;test;0.603234508333333;3;160;326;5;22;258;binomial
breast_cancer;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749940898345154;train;0.619519378333333;10;36;452;3;9;201;binomial
breast_cancer;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616;test;0.619519378333333;10;36;452;3;9;201;binomial
712_chscase_geyser1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.541379820927829;train;0.646471051666667;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500084947893401;test;0.646471051666667;3;160;326;1;2;156;continuous
analcatdata_happiness;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882295482295482;train;1.21734791;5;200;410;2;3;42;multinomial
analcatdata_happiness;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125114006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.705555555555556;test;1.21734791;5;200;410;2;3;42;multinomial
allbp;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976841727700834;train;0.91873254;12;25;444;25;25;2641;multinomial
allbp;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970546218801655;test;0.91873254;12;25;444;25;25;2641;multinomial
sleep;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891528283781201;train;6.29286865666667;8;13;208;13;13;74136;multinomial
sleep;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895635619984851;test;6.29286865666667;8;13;208;13;13;74136;multinomial
574_house_16H;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483664258988981;train;0.649587686666667;8;75;386;15;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469010719876738;test;0.649587686666667;8;75;386;15;15;15949;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.241115281228286;train;0.0878792683333333;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197235543715678;test;0.0878792683333333;3;15;120;3;3;333;continuous
churn;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860961027296349;train;1.89100855666667;6;204;420;5;15;3500;binomial
churn;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853228637133866;test;1.89100855666667;6;204;420;5;15;3500;binomial
waveform_21;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968709435820211;train;1.43516380166667;3;160;326;19;21;3500;multinomial
waveform_21;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968455030839184;test;1.43516380166667;3;160;326;19;21;3500;multinomial
breast_cancer;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125113435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.750886524822695;train;1.383777455;7;240;494;5;9;201;binomial
breast_cancer;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125113435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.733;test;1.383777455;7;240;494;5;9;201;binomial
mfeat_fourier;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978233063344345;train;48.0234999466667;3;60;138;20;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965125972169562;test;48.0234999466667;3;60;138;20;76;1400;multinomial
604_fri_c4_500_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830241913888104;train;0.140250206666667;3;50;166;10;10;350;continuous
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1595_poker;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81631161165695;train;44.47670696335;2;18;84;7;10;717507;continuous
1595_poker;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81496203852776;test;44.47670696335;2;18;84;7;10;717507;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512409407051626;train;0.233878988333333;5;50;250;7;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51698476943322;test;0.233878988333333;5;50;250;7;10;175;continuous
allrep;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926677155861814;train;31.1837748333333;9;24;388;4;24;2641;multinomial
allrep;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945036158345183;test;31.1837748333333;9;24;388;4;24;2641;multinomial
wine_quality_white;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.608111867342517;train;3.62212661666667;6;11;134;1;11;3429;multinomial
wine_quality_white;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.557678877484927;test;3.62212661666667;6;11;134;1;11;3429;multinomial
heart_c;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93978590544157;train;2.70682857;11;13;280;9;13;213;binomial
heart_c;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90004948045522;test;2.70682857;11;13;280;9;13;213;binomial
294_satellite_image;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454252210661344;train;1.74520197833333;5;200;410;25;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456670417719103;test;1.74520197833333;5;200;410;25;26;4505;continuous
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562_cpu_small;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149678428719214;train;19.7704084716667;11;224;470;9;12;5735;continuous
562_cpu_small;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197130481603297;test;19.7704084716667;11;224;470;9;12;5735;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847502397179871;train;0.718345613333333;6;10;132;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126084051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842741611642034;test;0.718345613333333;6;10;132;5;5;700;continuous
645_fri_c3_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245480239151471;train;1.44641245;3;160;326;5;49;350;continuous
645_fri_c3_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388250403346458;test;1.44641245;3;160;326;5;49;350;continuous
633_fri_c0_500_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502345320311842;train;0.952060718333333;7;50;318;13;25;350;continuous
633_fri_c0_500_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520400127118617;test;0.952060718333333;7;50;318;13;25;350;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803296740988899;train;0.340235631666667;6;10;136;4;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124183127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881067845890567;test;0.340235631666667;6;10;136;4;5;70;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.714777792623683;train;2.74226960666667;6;188;388;6;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.714515988846517;test;2.74226960666667;6;188;388;6;9;12248;continuous
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australian;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903231832617224;test;0.66060957;3;160;326;12;13;483;binomial
vehicle;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995813844353676;train;2.48514917166667;12;340;704;11;13;593;multinomial
vehicle;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931407027704582;test;2.48514917166667;12;340;704;11;13;593;multinomial
527_analcatdata_election2000;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.187270901083863;train;1.46564059666667;10;268;556;1;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.177472885044095;test;1.46564059666667;10;268;556;1;2;47;continuous
analcatdata_cyyoung9302;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974666666666667;train;0.308614655;8;6;106;6;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902173913043478;test;0.308614655;8;6;106;6;6;65;binomial
mfeat_karhunen;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998831964130629;train;20.4956481016667;3;50;138;25;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210914_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998110023232885;test;20.4956481016667;3;50;138;25;64;1400;multinomial
spambase;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126101023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988885134480487;train;8.07478163;17;384;802;45;54;3221;binomial
spambase;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126101023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979948722910217;test;8.07478163;17;384;802;45;54;3221;binomial
690_visualizing_galaxy;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124211015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.235604281526839;train;0.624974091666667;3;160;326;2;4;227;continuous
690_visualizing_galaxy;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124211015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.258017828758276;test;0.624974091666667;3;160;326;2;4;227;continuous
bupa;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.663831967213115;train;0.371753336666667;8;5;86;5;5;242;binomial
bupa;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.624716553287982;test;0.371753336666667;8;5;86;5;5;242;binomial
648_fri_c1_250_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.711573616377524;train;2.11795622666667;8;100;360;30;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854934642159734;test;2.11795622666667;8;100;360;30;50;175;continuous
537_houses;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613399218341979;train;3.2593379;7;208;430;5;5;14448;continuous
537_houses;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.605178014650883;test;3.2593379;7;208;430;5;5;14448;continuous
594_fri_c2_100_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125154157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867344461932086;train;0.338184923333333;6;10;136;1;5;70;continuous
594_fri_c2_100_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125154157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.907434968486609;test;0.338184923333333;6;10;136;1;5;70;continuous
706_sleuth_case1202;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527800734096627;train;4.16349957333333;20;500;1040;6;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.678989565366065;test;4.16349957333333;20;500;1040;6;6;66;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.680291951534118;train;36.2092754183333;2;140;284;3;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.682417503348417;test;36.2092754183333;2;140;284;3;10;700000;continuous
schizo;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.689753937211564;train;3.8831856;17;13;402;2;13;238;multinomial
schizo;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.605186880244089;test;3.8831856;17;13;402;2;13;238;multinomial
663_rabe_266;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.109380306184174;train;0.0539919366666667;3;10;80;2;2;84;continuous
663_rabe_266;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.112717177075755;test;0.0539919366666667;3;10;80;2;2;84;continuous
635_fri_c0_250_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491381396562412;train;0.372147041666667;8;50;376;10;10;175;continuous
635_fri_c0_250_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.628221720990202;test;0.372147041666667;8;50;376;10;10;175;continuous
diabetes;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125102353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842174880565195;train;0.763793345;3;160;326;8;8;538;binomial
diabetes;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125102353_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834488803888756;test;0.763793345;3;160;326;8;8;538;binomial
592_fri_c4_1000_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125183216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838119493196501;train;0.433167358333333;3;50;146;13;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125183216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875210244877386;test;0.433167358333333;3;50;146;13;25;700;continuous
1196_BNG_pharynx;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.668663754923418;train;342.392956795;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.669285704255101;test;342.392956795;0;100;200;5;10;700000;continuous
sonar;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893521126760563;train;1.06364083833333;5;200;410;56;60;146;binomial
sonar;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941239316239316;test;1.06364083833333;5;200;410;56;60;146;binomial
analcatdata_boxing2;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.747863247863248;train;0.553310208333333;3;160;326;1;3;93;binomial
analcatdata_boxing2;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.585561497326203;test;0.553310208333333;3;160;326;1;3;93;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883040935672515;train;0.153187576666667;8;3;54;2;3;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.962962962962963;test;0.153187576666667;8;3;54;2;3;37;binomial
heart_statlog;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8996399639964;train;0.699140528333333;3;160;326;13;13;189;binomial
heart_statlog;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907525510204082;test;0.699140528333333;3;160;326;13;13;189;binomial
breast_cancer;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125190708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694534694824785;train;3.36724710666667;20;500;1040;3;9;201;binomial
breast_cancer;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125190708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.61851332398317;test;3.36724710666667;20;500;1040;3;9;201;binomial
profb;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.631892031461031;train;1.58281581666667;9;280;578;3;9;471;binomial
profb;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.690543735224586;test;1.58281581666667;9;280;578;3;9;471;binomial
601_fri_c1_250_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76996948856166;train;0.325491376666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126103206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853152044935147;test;0.325491376666667;3;10;72;5;5;175;continuous
banana;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125184116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.551068125713865;train;0.101400421666667;3;2;16;2;2;3710;binomial
banana;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125184116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.543927999758389;test;0.101400421666667;3;2;16;2;2;3710;binomial
profb;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.639344094391413;train;0.635391301666667;5;9;92;2;9;471;binomial
profb;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699182115594329;test;0.635391301666667;5;9;92;2;9;471;binomial
heart_c;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125132735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883838383838384;train;1.32335416;6;220;452;12;13;213;binomial
heart_c;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125132735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918552036199095;test;1.32335416;6;220;452;12;13;213;binomial
appendicitis;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867139959432049;train;0.627985981666667;3;160;326;2;4;75;binomial
appendicitis;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814814814814815;test;0.627985981666667;3;160;326;2;4;75;binomial
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801114301359937;train;1.94770036333333;10;20;414;9;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803825864471851;test;1.94770036333333;10;20;414;9;10;700;continuous
mfeat_fourier;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974012724431671;train;2.22750421;3;160;326;18;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967254435290426;test;2.22750421;3;160;326;18;76;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91786843728447;train;0.05454084;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911273242982692;test;0.05454084;3;2;16;2;2;1400;multinomial
wine_quality_white;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.737842051567923;train;0.4736653;8;11;180;11;11;3429;multinomial
wine_quality_white;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.688553906403732;test;0.4736653;8;11;180;11;11;3429;multinomial
waveform_40;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965898068964797;train;0.532339421666667;5;40;220;16;40;3500;multinomial
waveform_40;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965995111714694;test;0.532339421666667;5;40;220;16;40;3500;multinomial
201_pol;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.744305743695017;train;4.10480840833333;14;300;628;14;26;10500;continuous
201_pol;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.746531047981433;test;4.10480840833333;14;300;628;14;26;10500;continuous
557_analcatdata_apnea1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308196592320173;train;0.693861204983333;3;144;294;0;3;333;continuous
557_analcatdata_apnea1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144058436767099;test;0.693861204983333;3;144;294;0;3;333;continuous
heart_statlog;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932939304387361;train;4.150290855;18;13;470;7;13;189;binomial
heart_statlog;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860565110565111;test;4.150290855;18;13;470;7;13;189;binomial
605_fri_c2_250_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272195824752828;train;3.1184335;10;300;620;20;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194720_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.529282758036818;test;3.1184335;10;300;620;20;25;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886042466259449;train;0.829106491666667;3;160;326;9;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864532768241485;test;0.829106491666667;3;160;326;9;10;175;continuous
labor;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997333333333333;train;0.73013075;3;160;326;16;16;40;binomial
labor;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.73013075;3;160;326;16;16;40;binomial
604_fri_c4_500_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85655588785148;train;0.588804193333333;10;50;460;7;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821096911796089;test;0.588804193333333;10;50;460;7;10;350;continuous
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mfeat_zernike;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979467439941151;test;25.1724438966833;3;32;138;21;32;1400;multinomial
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791691543635615;train;0.40564484;5;130;270;27;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857843075439384;test;0.40564484;5;130;270;27;50;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125194226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826936920024099;train;0.879088725;3;72;150;80;99;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125194226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807502578642157;test;0.879088725;3;72;150;80;99;700;continuous
644_fri_c4_250_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795038417816538;train;0.421448558333333;7;125;354;11;25;175;continuous
644_fri_c4_250_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185336_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815607329716037;test;0.421448558333333;7;125;354;11;25;175;continuous
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626_fri_c2_500_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288896563240081;train;1.381483505;5;200;410;5;50;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403969026173289;test;1.381483505;5;200;410;5;50;350;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836990891294159;train;0.699863456666667;7;170;354;8;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846371938318001;test;0.699863456666667;7;170;354;8;100;700;continuous
profb;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.634662747278939;train;0.715714516666667;9;9;166;4;9;471;binomial
profb;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.71016548463357;test;0.715714516666667;9;9;166;4;9;471;binomial
prnn_fglass;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977155555555555;train;0.0759431716666667;3;9;64;9;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805016233766234;test;0.0759431716666667;3;9;64;9;9;144;multinomial
auto;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125142725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966157562244519;train;0.468791243333333;8;21;326;16;21;142;multinomial
auto;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125142725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841293461829176;test;0.468791243333333;8;21;326;16;21;142;multinomial
654_fri_c0_500_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527753965295298;train;0.41096415;9;50;418;8;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.590153321832651;test;0.41096415;9;50;418;8;10;350;continuous
magic;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841856625136971;train;3.96436173;7;240;494;9;9;13314;binomial
magic;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822867770683305;test;3.96436173;7;240;494;9;9;13314;binomial
analcatdata_creditscore;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125190857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993589743589744;train;0.237741173333333;3;112;230;4;6;70;binomial
analcatdata_creditscore;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125190857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.237741173333333;3;112;230;4;6;70;binomial
666_rmftsa_ladata;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.719542079021347;train;1.55664575335;20;50;880;6;10;356;continuous
666_rmftsa_ladata;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.639009498730267;test;1.55664575335;20;50;880;6;10;356;continuous
cmc;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.737656248838227;train;2.64025532833333;6;9;116;6;9;1032;multinomial
cmc;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7171617801307;test;2.64025532833333;6;9;116;6;9;1032;multinomial
1201_BNG_breastTumor;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.918210402940336;train;2.21320248166667;3;18;124;8;9;81648;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917898775465136;test;2.21320248166667;3;18;124;8;9;81648;continuous
analcatdata_boxing1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679376657824934;train;0.0916031633333333;3;3;24;3;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125172428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6609375;test;0.0916031633333333;3;3;24;3;3;84;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92;train;0.252417493333333;5;6;70;2;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945652173913043;test;0.252417493333333;5;6;70;2;6;65;binomial
saheart;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124212749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949825783972125;train;4.26995982833333;20;500;1040;8;9;324;binomial
saheart;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124212749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.780739250691476;test;4.26995982833333;20;500;1040;8;9;324;binomial
analcatdata_authorship;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.02531827998333;3;160;326;70;70;589;multinomial
analcatdata_authorship;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.02531827998333;3;160;326;70;70;589;multinomial
ecoli;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977454310298755;train;0.663889111666667;3;160;326;5;5;229;multinomial
ecoli;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954389483065954;test;0.663889111666667;3;160;326;5;5;229;multinomial
haberman;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.713825626869105;train;1.44058073833333;7;240;494;1;3;215;binomial
haberman;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.676793981481482;test;1.44058073833333;7;240;494;1;3;215;binomial
banana;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.547434066541395;train;0.27786300165;12;8;208;2;2;3710;binomial
banana;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.541440354533157;test;0.27786300165;12;8;208;2;2;3710;binomial
573_cpu_act;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287819335448035;train;4.07491442166667;20;331;702;6;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.280635010756709;test;4.07491442166667;20;331;702;6;17;5735;continuous
twonorm;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125181438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998066918089568;train;1.30497675333333;3;160;326;20;20;5180;binomial
twonorm;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125181438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997240922366636;test;1.30497675333333;3;160;326;20;20;5180;binomial
542_pollution;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.626340241396781;train;0.673403626666667;12;50;544;5;10;42;continuous
542_pollution;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.698264367336679;test;0.673403626666667;12;50;544;5;10;42;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522646324459671;train;1.28474823166667;6;220;452;7;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.543987513869616;test;1.28474823166667;6;220;452;7;25;700;continuous
credit_g;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.782618236635468;train;1.86351736833333;8;260;536;6;20;700;binomial
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cleve;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936964057653713;train;0.758280261666667;3;160;326;7;13;213;binomial
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mfeat_zernike;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988099651604188;train;0.688246415;5;32;216;23;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97659950661326;test;0.688246415;5;32;216;23;32;1400;multinomial
627_fri_c2_500_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228570701293457;train;2.13649886166667;11;320;662;5;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365407669659145;test;2.13649886166667;11;320;662;5;10;350;continuous
adult;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880221344292282;train;6.52168143833333;3;160;326;10;12;34190;binomial
adult;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881949724747171;test;6.52168143833333;3;160;326;10;12;34190;binomial
603_fri_c0_250_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513268468918676;train;0.774262853333333;3;72;150;32;50;175;continuous
603_fri_c0_250_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125200847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508515974297019;test;0.774262853333333;3;72;150;32;50;175;continuous
605_fri_c2_250_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.754901015247997;train;0.212404423333333;3;90;186;14;25;175;continuous
605_fri_c2_250_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80973979510487;test;0.212404423333333;3;90;186;14;25;175;continuous
197_cpu_act;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.160838559120466;train;3.07620414833333;20;276;592;17;17;5735;continuous
197_cpu_act;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.171927676108354;test;3.07620414833333;20;276;592;17;17;5735;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76468981696149;train;0.131966423333333;3;25;166;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00220561644807;test;0.131966423333333;3;25;166;5;5;70;continuous
cars;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999965190754664;train;1.00342404;5;200;410;1;7;275;multinomial
cars;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.00342404;5;200;410;1;7;275;multinomial
1196_BNG_pharynx;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.65058002783327;train;40.189541535;1;120;242;9;10;700000;continuous
1196_BNG_pharynx;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.652280495971319;test;40.189541535;1;120;242;9;10;700000;continuous
breast_cancer;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775662449271903;train;0.748224598333333;3;160;326;5;9;201;binomial
breast_cancer;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.65612777053455;test;0.748224598333333;3;160;326;5;9;201;binomial
626_fri_c2_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314324913222149;train;1.048046025;3;160;326;10;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432188674457716;test;1.048046025;3;160;326;10;50;350;continuous
spambase;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977991525238201;train;0.345853783333333;3;80;166;54;54;3221;binomial
spambase;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967910768097721;test;0.345853783333333;3;80;166;54;54;3221;binomial
prnn_fglass;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85535391209624;train;1.61978633;9;9;168;2;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82953125;test;1.61978633;9;9;168;2;9;144;multinomial
irish;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859857091112648;train;0.754476855;10;4;86;4;4;350;binomial
irish;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857234081372013;test;0.754476855;10;4;86;4;4;350;binomial
657_fri_c2_250_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125105314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754167843310608;train;0.588300656666667;3;20;134;10;10;175;continuous
657_fri_c2_250_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125105314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.940067769328125;test;0.588300656666667;3;20;134;10;10;175;continuous
analcatdata_lawsuit;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.75796462;3;160;326;4;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986666666666667;test;0.75796462;3;160;326;4;4;185;binomial
texture;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999889619222786;train;31.222413305;3;14;88;12;14;3850;multinomial
texture;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999857986748091;test;31.222413305;3;14;88;12;14;3850;multinomial
glass2;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708989104116223;train;0.152088413333333;3;9;62;2;9;115;binomial
glass2;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742857142857143;test;0.152088413333333;3;9;62;2;9;115;binomial
segmentation;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824897117269494;train;0.197256171666667;3;14;94;12;14;1617;multinomial
segmentation;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824972246911439;test;0.197256171666667;3;14;94;12;14;1617;multinomial
credit_g;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126105740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849728915364106;train;2.058602265;8;260;536;19;20;700;binomial
credit_g;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126105740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764308567365802;test;2.058602265;8;260;536;19;20;700;binomial
fars;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891508975270565;train;11.1037225816667;6;21;228;11;21;70678;multinomial
fars;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880550654526138;test;11.1037225816667;6;21;228;11;21;70678;multinomial
201_pol;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.682307013009639;train;3.09561814833333;5;45;228;4;26;10500;continuous
201_pol;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.684803596422792;test;3.09561814833333;5;45;228;4;26;10500;continuous
230_machine_cpu;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.223933479155891;train;1.97325405335;10;284;588;4;6;147;continuous
230_machine_cpu;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.228537919112886;test;1.97325405335;10;284;588;4;6;147;continuous
penguins;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.65719177;3;7;50;7;7;241;multinomial
penguins;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.65719177;3;7;50;7;7;241;multinomial
1595_poker;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125130851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814121734569281;train;31.5323460466667;3;160;326;6;10;717507;continuous
1595_poker;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125130851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813086280174869;test;31.5323460466667;3;160;326;6;10;717507;continuous
wdbc;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998821954484605;train;0.191356306666667;3;79;166;16;21;399;binomial
wdbc;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967592592592593;test;0.191356306666667;3;79;166;16;21;399;binomial
665_sleuth_case2002;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.746228380305011;train;0.683044503333333;3;160;326;5;6;103;continuous
665_sleuth_case2002;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.59525556255461;test;0.683044503333333;3;160;326;5;6;103;continuous
shuttle;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856533328704349;train;33.1677404533333;3;160;326;5;8;40600;multinomial
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695_chatfield_4;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.382297698072655;train;3.28070337833333;15;396;822;3;10;165;continuous
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analcatdata_japansolvent;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912280701754386;train;0.14267479;6;12;164;3;3;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759259259259259;test;0.14267479;6;12;164;3;3;37;binomial
haberman;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.706766917293233;train;0.681059865;3;160;326;2;3;215;binomial
haberman;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124185311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.768264840182648;test;0.681059865;3;160;326;2;3;215;binomial
appendicitis;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823333333333333;train;0.355883065;10;4;86;1;4;75;binomial
appendicitis;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93;test;0.355883065;10;4;86;1;4;75;binomial
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ecoli;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9757526884905;train;0.77732496665;3;160;326;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982913165266107;test;0.77732496665;3;160;326;5;5;229;multinomial
contraceptive;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.850006587255029;train;1.594865975;5;200;410;5;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134317_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.743478943244202;test;1.594865975;5;200;410;5;9;1032;multinomial
556_analcatdata_apnea2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.253357358246489;train;1.84105644668333;20;260;560;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.261278875001542;test;1.84105644668333;20;260;560;3;3;333;continuous
608_fri_c3_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124182635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839103315367;train;0.844316016666667;6;20;254;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124182635_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835997484959158;test;0.844316016666667;6;20;254;5;10;700;continuous
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credit_g;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779579146077397;test;1.85259678;20;80;880;8;20;700;binomial
clean2;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.531630603585865;train;30.2073765650167;8;101;346;92;103;4619;binomial
clean2;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.533771276889025;test;30.2073765650167;8;101;346;92;103;4619;binomial
wdbc;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999678714859438;train;1.36798435666667;3;21;114;21;21;399;binomial
wdbc;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984916367980884;test;1.36798435666667;3;21;114;21;21;399;binomial
ring;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822326243786435;train;1.19548919833333;3;160;326;20;20;5180;binomial
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527_analcatdata_election2000;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246220101308632;train;1.432201335;7;240;494;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350504165848647;test;1.432201335;7;240;494;1;1;47;continuous
mnist;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126105612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668467569087005;train;32.7862808383333;6;126;264;111;662;49000;multinomial
mnist;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126105612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.660857814842485;test;32.7862808383333;6;126;264;111;662;49000;multinomial
vowel;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970033274442864;train;2.7346947;10;236;492;12;13;693;multinomial
vowel;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965047496001588;test;2.7346947;10;236;492;12;13;693;multinomial
colic;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88082788671024;train;0.46782692;7;79;342;3;22;258;binomial
colic;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924254797876684;test;0.46782692;7;79;342;3;22;258;binomial
allhyper;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953268883559428;train;33.0633891183333;10;24;366;17;24;2640;multinomial
allhyper;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983761655011655;test;33.0633891183333;10;24;366;17;24;2640;multinomial
560_bodyfat;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528361623391981;train;1.71773938333333;6;220;452;6;12;177;continuous
560_bodyfat;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485408270916687;test;1.71773938333333;6;220;452;6;12;177;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329129425347581;train;0.91731278;3;160;326;15;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483215497534275;test;0.91731278;3;160;326;15;25;350;continuous
heart_statlog;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947166403251298;train;0.750733906666667;3;160;326;7;13;189;binomial
heart_statlog;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854192740926158;test;0.750733906666667;3;160;326;7;13;189;binomial
prnn_fglass;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884020199867387;train;1.41642112833333;10;9;182;4;9;144;multinomial
prnn_fglass;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8740625;test;1.41642112833333;10;9;182;4;9;144;multinomial
218_house_8L;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457640813164792;train;0.16405997;3;40;166;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.441793922933967;test;0.16405997;3;40;166;8;8;15949;continuous
611_fri_c3_100_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760679811186973;train;0.217085488333333;7;20;308;2;4;70;continuous
611_fri_c3_100_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.0841336785006;test;0.217085488333333;7;20;308;2;4;70;continuous
mfeat_morphological;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916976308052753;train;1.32750387666667;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913056872962638;test;1.32750387666667;3;160;326;2;2;1400;multinomial
labor;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124204011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994301994301994;train;0.575790621666667;3;160;326;5;15;40;binomial
labor;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124204011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921428571428571;test;0.575790621666667;3;160;326;5;15;40;binomial
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222030638586592;train;4.46239567666667;12;332;688;5;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356111612407224;test;4.46239567666667;12;332;688;5;50;700;continuous
560_bodyfat;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124213209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0684342886248427;train;0.186096756666667;3;65;186;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124213209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0631808961242043;test;0.186096756666667;3;65;186;1;13;177;continuous
623_fri_c4_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824369250505864;train;0.372676993333333;8;50;376;5;10;700;continuous
623_fri_c4_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813575876304047;test;0.372676993333333;8;50;376;5;10;700;continuous
crx;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900918520588133;train;0.653593291683333;3;160;326;5;13;483;binomial
crx;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89426137427448;test;0.653593291683333;3;160;326;5;13;483;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618421052631579;train;0.133758798333333;5;3;36;2;3;35;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125174251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851851851851852;test;0.133758798333333;5;3;36;2;3;35;binomial
banana;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.546767578699618;train;0.0975735566666667;3;2;16;2;2;3710;binomial
banana;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.533776846750332;test;0.0975735566666667;3;2;16;2;2;3710;binomial
560_bodyfat;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0271893410506542;train;0.570019683333333;3;160;326;11;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.050626073090756;test;0.570019683333333;3;160;326;11;13;177;continuous
573_cpu_act;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.326187121571025;train;0.41735792;8;80;386;3;16;5735;continuous
573_cpu_act;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321289086471456;test;0.41735792;8;80;386;3;16;5735;continuous
saheart;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.824513219922115;train;2.13340602833333;13;360;746;4;9;324;binomial
saheart;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.7948202162434;test;2.13340602833333;13;360;746;4;9;324;binomial
hypothyroid;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886473093733471;train;0.696198586666667;9;81;418;8;21;2215;binomial
hypothyroid;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816984858459513;test;0.696198586666667;9;81;418;8;21;2215;binomial
cars;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87140376984127;train;0.827829103333333;3;7;50;5;7;275;multinomial
cars;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766735213474344;test;0.827829103333333;3;7;50;5;7;275;multinomial
coil2000;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.827292019027977;train;29.8407464866667;20;430;900;59;59;6876;binomial
coil2000;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.679821927190348;test;29.8407464866667;20;430;900;59;59;6876;binomial
605_fri_c2_250_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.715980866798557;train;0.318274543333333;5;124;270;14;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874176882343088;test;0.318274543333333;5;124;270;14;25;175;continuous
665_sleuth_case2002;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.666558067521903;train;0.728880206666667;3;160;326;1;6;103;continuous
665_sleuth_case2002;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124180212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.660391414115269;test;0.728880206666667;3;160;326;1;6;103;continuous
clean1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.449419053333333;3;112;230;22;86;334;binomial
clean1;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.449419053333333;3;112;230;22;86;334;binomial
647_fri_c1_250_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798824548405167;train;0.316531413333333;7;50;334;6;10;175;continuous
647_fri_c1_250_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817843911229606;test;0.316531413333333;7;50;334;6;10;175;continuous
phoneme;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965450346575591;train;3.33095796;5;200;410;5;5;3783;binomial
phoneme;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940648019939075;test;3.33095796;5;200;410;5;5;3783;binomial
197_cpu_act;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247396354537723;train;7.45687690166667;3;160;326;10;17;5735;continuous
197_cpu_act;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.275891113859795;test;7.45687690166667;3;160;326;10;17;5735;continuous
letter;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972883796102545;train;6.17908409333333;9;16;252;13;16;14000;multinomial
letter;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972993485654334;test;6.17908409333333;9;16;252;13;16;14000;multinomial
621_fri_c0_100_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495169322837654;train;0.14950771;3;50;176;10;10;70;continuous
621_fri_c0_100_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.437789461477483;test;0.14950771;3;50;176;10;10;70;continuous
ring;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990005521844081;train;3.49354740333333;3;160;326;20;20;5180;binomial
ring;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126093715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9876958402619;test;3.49354740333333;3;160;326;20;20;5180;binomial
650_fri_c0_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472776497401409;train;0.207484705;3;90;186;23;50;350;continuous
650_fri_c0_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486015243794977;test;0.207484705;3;90;186;23;50;350;continuous
1595_poker;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764334571891407;train;210.83089511;0;100;200;5;10;717507;continuous
1595_poker;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.763756327665991;test;210.83089511;0;100;200;5;10;717507;continuous
695_chatfield_4;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263896929011285;train;0.592222896666667;3;160;326;8;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332845188894298;test;0.592222896666667;3;160;326;8;9;165;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272951143302665;train;1.17123314166667;6;220;452;4;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.648310092547045;test;1.17123314166667;6;220;452;4;10;70;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821641815118727;train;1.84892499833333;8;50;356;19;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876262050721924;test;1.84892499833333;8;50;356;19;25;700;continuous
shuttle;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.771029008630315;train;39.183977715;2;7;36;2;7;40600;multinomial
shuttle;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.752315598588903;test;39.183977715;2;7;36;2;7;40600;multinomial
228_elusage;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462378956724256;train;0.0465864133333333;6;2;28;1;1;39;continuous
228_elusage;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.392984324236793;test;0.0465864133333333;6;2;28;1;1;39;continuous
581_fri_c3_500_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260205855669826;train;2.26900045166667;14;346;720;7;25;350;continuous
581_fri_c3_500_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360018754977089;test;2.26900045166667;14;346;720;7;25;350;continuous
heart_statlog;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970663265306122;train;1.47514147;7;240;494;13;13;189;binomial
heart_statlog;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853733170134639;test;1.47514147;7;240;494;13;13;189;binomial
1199_BNG_echoMonths;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716082508260739;train;0.145371151666667;3;45;166;7;9;12248;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.709895085872085;test;0.145371151666667;3;45;166;7;9;12248;continuous
segmentation;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997577513776866;train;12.51004828;3;14;82;14;14;1617;multinomial
segmentation;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998226419872692;test;12.51004828;3;14;82;14;14;1617;multinomial
allbp;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969490370263566;train;31.1549136083167;12;25;454;20;25;2641;multinomial
allbp;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96502893271803;test;31.1549136083167;12;25;454;20;25;2641;multinomial
colic;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955305116219504;train;0.786715361666667;3;160;326;21;22;258;binomial
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599_fri_c2_1000_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183198702596533;train;1.22028056166667;3;160;326;5;5;700;continuous
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621_fri_c0_100_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520859659633929;train;0.592413436666667;6;20;258;10;10;70;continuous
621_fri_c0_100_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495508623130579;test;0.592413436666667;6;20;258;10;10;70;continuous
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prnn_fglass;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.717893660960888;train;1.66749005833333;7;240;494;4;9;144;multinomial
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527_analcatdata_election2000;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.150683450530903;train;0.10393903;3;4;32;2;2;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.230669235566014;test;0.10393903;3;4;32;2;2;47;continuous
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crx;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972960168450605;train;1.19546698166667;3;160;326;11;14;483;binomial
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4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276414754309791;train;3.72141262501667;3;160;326;36;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461714186468785;test;3.72141262501667;3;160;326;36;72;742;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820472419455438;train;0.542647406683333;7;170;354;7;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865877186035866;test;0.542647406683333;7;170;354;7;50;700;continuous
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clean2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962845022435505;test;6.76998560833333;17;344;722;106;109;4619;binomial
hypothyroid;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999580389952173;train;1.98858646333333;3;160;326;17;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972213283562878;test;1.98858646333333;3;160;326;17;20;2215;binomial
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227_cpu_small;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315555291339209;test;1.44404679;5;24;194;3;12;5735;continuous
analcatdata_asbestos;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932183908045977;train;0.161010461666667;7;12;140;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.7265625;test;0.161010461666667;7;12;140;3;3;59;binomial
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haberman;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.691879866518354;test;0.41395446;16;12;370;2;3;215;binomial
648_fri_c1_250_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748449770058342;train;0.915342495;5;200;410;20;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820717939946004;test;0.915342495;5;200;410;20;50;175;continuous
allbp;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997578313782347;train;1.93903130833333;3;160;326;25;25;2641;multinomial
allbp;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988725119677501;test;1.93903130833333;3;160;326;25;25;2641;multinomial
dis;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714294465642175;train;1.47297316;3;160;326;5;25;2641;binomial
dis;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693694845888221;test;1.47297316;3;160;326;5;25;2641;binomial
schizo;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.753332919434614;train;1.73852269331667;8;260;536;2;13;238;multinomial
schizo;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.641158148995678;test;1.73852269331667;8;260;536;2;13;238;multinomial
cmc;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125163349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725216115257815;train;0.24788413;10;9;182;8;9;1032;multinomial
cmc;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125163349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.732338563093707;test;0.24788413;10;9;182;8;9;1032;multinomial
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830547421900424;train;0.31305608;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889997215162284;test;0.31305608;3;10;72;5;5;700;continuous
analcatdata_cyyoung9302;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845663265306122;train;0.779944816666667;3;160;326;4;6;65;binomial
analcatdata_cyyoung9302;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972222222222222;test;0.779944816666667;3;160;326;4;6;65;binomial
sonar;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.67178491833333;11;320;662;59;60;146;binomial
sonar;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923243243243243;test;2.67178491833333;11;320;662;59;60;146;binomial
599_fri_c2_1000_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186002379904625;train;1.10825384165;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284810320818238;test;1.10825384165;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841151284381687;train;0.751126063333333;7;10;152;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874983469105846;test;0.751126063333333;7;10;152;5;5;700;continuous
561_cpu;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.170086848331761;train;1.35134486831667;11;14;322;7;7;147;continuous
561_cpu;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.219264343392992;test;1.35134486831667;11;14;322;7;7;147;continuous
optdigits;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998827207143467;train;6.438193645;3;160;326;56;61;3934;multinomial
optdigits;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99798491938685;test;6.438193645;3;160;326;56;61;3934;multinomial
shuttle;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.500034976754392;train;30.0441255349833;2;160;284;7;7;40600;multinomial
shuttle;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;30.0441255349833;2;160;284;7;7;40600;multinomial
666_rmftsa_ladata;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.559022052262914;train;3.21315695166667;12;20;486;3;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125190206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.598306375228705;test;3.21315695166667;12;20;486;3;10;356;continuous
segmentation;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999505370299861;train;1.71322795335;3;160;326;12;14;1617;multinomial
segmentation;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999155832500824;test;1.71322795335;3;160;326;12;14;1617;multinomial
603_fri_c0_250_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522603611788097;train;3.52266446166667;11;100;486;50;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508559639299987;test;3.52266446166667;11;100;486;50;50;175;continuous
653_fri_c0_250_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.420811585871962;train;0.9989533;13;125;606;25;25;175;continuous
653_fri_c0_250_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.546132465733705;test;0.9989533;13;125;606;25;25;175;continuous
crx;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996507526280865;train;4.80275880166667;20;478;996;9;13;483;binomial
crx;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124180933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936435124508519;test;4.80275880166667;20;478;996;9;13;483;binomial
hypothyroid;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995249516749721;train;1.45386016;3;160;326;16;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994192477876106;test;1.45386016;3;160;326;16;20;2215;binomial
634_fri_c2_100_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.736329389557232;train;1.53254878331667;6;220;452;6;9;70;continuous
634_fri_c2_100_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.769017738376939;test;1.53254878331667;6;220;452;6;9;70;continuous
225_puma8NH;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763270373872721;train;1.48097102833333;8;16;272;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753369255962695;test;1.48097102833333;8;16;272;2;8;5735;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916329284034944;train;1.973418275;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.919582962806996;test;1.973418275;3;18;122;9;9;81648;continuous
579_fri_c0_250_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284400277065531;train;1.25654363666667;7;240;494;5;5;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499140390275218;test;1.25654363666667;7;240;494;5;5;175;continuous
wine_quality_white;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924432323389853;train;18.1344257499833;20;500;1040;11;11;3429;multinomial
wine_quality_white;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.774946285943276;test;18.1344257499833;20;500;1040;11;11;3429;multinomial
cleve;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933809099018733;train;2.27935443166667;10;13;244;12;13;213;binomial
cleve;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917367639782286;test;2.27935443166667;10;13;244;12;13;213;binomial
197_cpu_act;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195217999933373;train;4.88426530166667;3;160;326;10;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115430_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214240720228687;test;4.88426530166667;3;160;326;10;17;5735;continuous
waveform_21;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979498809199303;train;3.33947081;3;160;326;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963494880702203;test;3.33947081;3;160;326;21;21;3500;multinomial
credit_a;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944027125717266;train;0.869566753333333;3;160;326;10;13;483;binomial
credit_a;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954104688382602;test;0.869566753333333;3;160;326;10;13;483;binomial
657_fri_c2_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.774358376893126;train;1.096031695;3;160;326;10;10;175;continuous
657_fri_c2_250_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809771013671629;test;1.096031695;3;160;326;10;10;175;continuous
analcatdata_cyyoung8092;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898500576701269;train;0.235445508333333;8;7;116;2;7;68;binomial
analcatdata_cyyoung8092;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915584415584416;test;0.235445508333333;8;7;116;2;7;68;binomial
579_fri_c0_250_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124184644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505521835524362;train;0.904259235;3;160;326;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124184644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490889510913196;test;0.904259235;3;160;326;5;5;175;continuous
texture;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995589527307501;train;2.88505585666667;3;160;326;12;12;3850;multinomial
texture;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992568126146451;test;2.88505585666667;3;160;326;12;12;3850;multinomial
627_fri_c2_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125105235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805312637880143;train;0.390283886666667;7;50;334;10;10;350;continuous
627_fri_c2_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125105235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.887896394091394;test;0.390283886666667;7;50;334;10;10;350;continuous
547_no2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125100308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.649296788484443;train;1.28806712166667;8;222;460;7;7;350;continuous
547_no2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125100308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.675269171928679;test;1.28806712166667;8;222;460;7;7;350;continuous
659_sleuth_ex1714;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.378456611947311;train;0.084903165;3;15;112;2;3;33;continuous
659_sleuth_ex1714;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.586170811089506;test;0.084903165;3;15;112;2;3;33;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173755661511007;train;2.86513085166667;15;347;724;6;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30896787094376;test;2.86513085166667;15;347;724;6;25;700;continuous
analcatdata_asbestos;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918202764976959;train;2.97061754;18;460;956;2;3;59;binomial
analcatdata_asbestos;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914814814814815;test;2.97061754;18;460;956;2;3;59;binomial
coil2000;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717250754076592;train;5.08669691833333;0;5;10;2;59;6876;binomial
coil2000;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658109957739303;test;5.08669691833333;0;5;10;2;59;6876;binomial
573_cpu_act;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336863002913075;train;0.155142058333333;3;65;176;1;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.351006994345518;test;0.155142058333333;3;65;176;1;17;5735;continuous
analcatdata_japansolvent;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994117647058824;train;0.202070173333333;3;112;230;3;3;37;binomial
analcatdata_japansolvent;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857142857142857;test;0.202070173333333;3;112;230;3;3;37;binomial
519_vinnie;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479535407711811;train;0.835909736666667;3;160;326;1;2;266;continuous
519_vinnie;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458801865800224;test;0.835909736666667;3;160;326;1;2;266;continuous
556_analcatdata_apnea2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490646858080745;train;1.49064658666667;6;220;452;2;3;333;continuous
556_analcatdata_apnea2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392480592264479;test;1.49064658666667;6;220;452;2;3;333;continuous
haberman;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125142130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.655231829573935;train;1.37967749333333;5;200;410;2;3;215;binomial
haberman;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125142130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.751141552511416;test;1.37967749333333;5;200;410;2;3;215;binomial
wine_quality_white;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642824929086773;train;2.364914305;3;160;326;2;11;3429;multinomial
wine_quality_white;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.604278705969032;test;2.364914305;3;160;326;2;11;3429;multinomial
564_fried;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481344936122703;train;4.02735612835;3;20;134;5;10;28538;continuous
564_fried;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483405283662593;test;4.02735612835;3;20;134;5;10;28538;continuous
allhypo;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84264767556002;train;0.677913751666667;8;24;336;9;24;2639;multinomial
allhypo;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.775441159775349;test;0.677913751666667;8;24;336;9;24;2639;multinomial
586_fri_c3_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125132014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817795388369911;train;1.48635367666667;6;220;452;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125132014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789877369987116;test;1.48635367666667;6;220;452;5;25;700;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8050043149439;train;1.41639125833333;5;200;410;2;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786999012535971;test;1.41639125833333;5;200;410;2;10;70;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268163781336432;train;4.04502209;20;332;704;34;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.503993677785052;test;4.04502209;20;332;704;34;50;350;continuous
598_fri_c0_1000_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511121052161765;train;1.55206964833333;5;50;230;10;25;700;continuous
598_fri_c0_1000_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504227697406099;test;1.55206964833333;5;50;230;10;25;700;continuous
waveform_21;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981590697506533;train;2.74697119333333;3;160;326;21;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969517106867547;test;2.74697119333333;3;160;326;21;21;3500;multinomial
breast_cancer_wisconsin;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995275888133031;train;0.176459873333333;3;77;166;9;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984029304029304;test;0.176459873333333;3;77;166;9;21;399;binomial
agaricus_lepiota;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999999630109665;train;4.52881513666667;3;160;326;10;20;5702;binomial
agaricus_lepiota;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999997988677596;test;4.52881513666667;3;160;326;10;20;5702;binomial
192_vineyard;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479270544534366;train;0.637847068333333;3;160;326;1;2;37;continuous
192_vineyard;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.64170396393655;test;0.637847068333333;3;160;326;1;2;37;continuous
663_rabe_266;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.126629780617194;train;0.0551125866666667;3;10;80;2;2;84;continuous
663_rabe_266;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0953157637311954;test;0.0551125866666667;3;10;80;2;2;84;continuous
iris;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995658263305322;train;0.783268715;3;160;326;2;3;105;multinomial
iris;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998611111111111;test;0.783268715;3;160;326;2;3;105;multinomial
527_analcatdata_election2000;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.136256952572079;train;0.17409593;8;10;180;2;2;47;continuous
527_analcatdata_election2000;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.406558496393908;test;0.17409593;8;10;180;2;2;47;continuous
Hill_Valley_with_noise;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.663873618746182;train;4.45584167333333;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.475389863547758;test;4.45584167333333;20;500;1040;1;1;849;binomial
analcatdata_authorship;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.242441168316667;3;62;138;23;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992879548823275;test;0.242441168316667;3;62;138;23;70;589;multinomial
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breast;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990014715156611;test;0.329020156666667;5;36;242;7;9;490;binomial
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589_fri_c2_1000_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810466681124476;train;0.717247061666667;10;125;470;6;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807694539245793;test;0.717247061666667;10;125;470;6;25;700;continuous
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227_cpu_small;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.275769712772409;test;2.41791102333333;6;220;452;3;12;5735;continuous
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627_fri_c2_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812132407363049;train;0.383312823333333;8;50;376;8;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872191107985308;test;0.383312823333333;8;50;376;8;10;350;continuous
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644_fri_c4_250_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.934638891764268;train;0.168771053333333;3;90;186;8;24;175;continuous
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segmentation;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999493416822341;train;1.38011459833333;3;160;326;14;14;1617;multinomial
segmentation;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996694423889276;test;1.38011459833333;3;160;326;14;14;1617;multinomial
mfeat_morphological;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916236873546254;train;0.53969766;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911752680735574;test;0.53969766;3;2;16;2;2;1400;multinomial
analcatdata_japansolvent;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125195348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932352941176471;train;0.0646657983333333;3;12;82;2;3;37;binomial
analcatdata_japansolvent;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125195348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678571428571429;test;0.0646657983333333;3;12;82;2;3;37;binomial
nikuradse_2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.115238697307246;train;0.597293681666667;3;160;326;1;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.162004235855015;test;0.597293681666667;3;160;326;1;1;254;continuous
segmentation;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995596119365097;train;0.19300773;3;14;94;6;14;1617;multinomial
segmentation;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994544870321266;test;0.19300773;3;14;94;6;14;1617;multinomial
analcatdata_boxing1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.649038461538462;train;0.787876563333333;3;160;326;2;3;84;binomial
analcatdata_boxing1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.619230769230769;test;0.787876563333333;3;160;326;2;3;84;binomial
twonorm;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125093127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999652194706561;train;3.3763857;3;160;326;20;20;5180;binomial
twonorm;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125093127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996885501587696;test;3.3763857;3;160;326;20;20;5180;binomial
banana;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.54735201321233;train;0.14394778;7;8;128;2;2;3710;binomial
banana;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204539_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535126440460948;test;0.14394778;7;8;128;2;2;3710;binomial
624_fri_c0_100_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.608233547170217;train;1.64244412166667;6;220;452;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.571021804010417;test;1.64244412166667;6;220;452;5;5;70;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484036731305242;train;0.919234246666667;3;72;150;8;50;700;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484884725802389;test;0.919234246666667;3;72;150;8;50;700;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.730066690287494;train;0.836184765;3;160;326;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860009042829739;test;0.836184765;3;160;326;9;9;70;continuous
new_thyroid;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124180927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996450491307634;train;0.802514923333333;6;188;388;4;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124180927_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958353909465021;test;0.802514923333333;6;188;388;4;5;151;multinomial
lupus;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880718954248366;train;3.04848144833333;20;420;880;1;2;61;binomial
lupus;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8125;test;3.04848144833333;20;420;880;1;2;61;binomial
appendicitis;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126103626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860655737704918;train;0.34487129;10;16;310;2;4;75;binomial
appendicitis;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126103626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857142857142857;test;0.34487129;10;16;310;2;4;75;binomial
analcatdata_germangss;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688739378236154;train;0.792306728333333;6;5;66;1;5;280;multinomial
analcatdata_germangss;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.727146132376396;test;0.792306728333333;6;5;66;1;5;280;multinomial
195_auto_price;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.385355440575419;train;0.889842438333333;7;20;292;3;10;112;continuous
195_auto_price;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.351034871653612;test;0.889842438333333;7;20;292;3;10;112;continuous
vowel;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971588267199591;train;2.78310745666667;9;216;450;12;13;693;multinomial
vowel;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965489955494559;test;2.78310745666667;9;216;450;12;13;693;multinomial
pima;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126091344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846095061136418;train;1.15613071;10;8;168;7;8;538;binomial
pima;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126091344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.811936936936937;test;1.15613071;10;8;168;7;8;538;binomial
ionosphere;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970920383963862;train;3.60438301666667;10;32;402;30;32;246;binomial
ionosphere;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857083678541839;test;3.60438301666667;10;32;402;30;32;246;binomial
1193_BNG_lowbwt;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613606985740381;train;2.87267026166667;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.610691999097377;test;2.87267026166667;3;160;326;9;9;21773;continuous
nikuradse_1;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.200045060509448;train;0.638040651666667;3;160;326;1;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.185908022677878;test;0.638040651666667;3;160;326;1;2;254;continuous
haberman;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731931818181818;train;0.680457200016667;3;160;326;2;3;215;binomial
haberman;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.632544378698225;test;0.680457200016667;3;160;326;2;3;215;binomial
616_fri_c4_500_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806462761093509;train;0.705092311666667;9;194;406;5;49;350;continuous
616_fri_c4_500_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.900006129155601;test;0.705092311666667;9;194;406;5;49;350;continuous
prnn_synth;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945322707081265;train;1.41073171833333;8;260;536;2;2;175;binomial
prnn_synth;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933048433048433;test;1.41073171833333;8;260;536;2;2;175;binomial
1096_FacultySalaries;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.327309107199003;train;0.0743674583333333;3;4;32;2;2;35;continuous
1096_FacultySalaries;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.701638475015711;test;0.0743674583333333;3;4;32;2;2;35;continuous
breast_cancer;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742515664887445;train;1.67738398166667;8;260;536;4;9;201;binomial
breast_cancer;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.69109396914446;test;1.67738398166667;8;260;536;4;9;201;binomial
analcatdata_germangss;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.734337434563884;train;1.009311845;5;200;410;4;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722921203220742;test;1.009311845;5;200;410;4;5;280;multinomial
waveform_40;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992507566721042;train;3.78227443666667;5;200;410;40;40;3500;multinomial
waveform_40;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967510465519206;test;3.78227443666667;5;200;410;40;40;3500;multinomial
621_fri_c0_100_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505385252997845;train;1.58306865001667;14;236;500;9;10;70;continuous
621_fri_c0_100_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.568245507554821;test;1.58306865001667;14;236;500;9;10;70;continuous
547_no2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124213115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.619076527239072;train;0.18053199;3;34;166;7;7;350;continuous
547_no2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124213115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.673116401036545;test;0.18053199;3;34;166;7;7;350;continuous
601_fri_c1_250_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79710592156694;train;0.745252676666667;9;10;192;5;5;175;continuous
601_fri_c1_250_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811277536518317;test;0.745252676666667;9;10;192;5;5;175;continuous
saheart;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.757645100894529;train;0.712164166666667;3;160;326;9;9;324;binomial
saheart;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737753882915173;test;0.712164166666667;3;160;326;9;9;324;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99671052631579;train;0.605689131666667;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907407407407407;test;0.605689131666667;3;160;326;3;3;35;binomial
sleep;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898914240979063;train;34.3159027666667;0;100;200;13;13;74136;multinomial
sleep;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894436631650529;test;34.3159027666667;0;100;200;13;13;74136;multinomial
505_tecator;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.050508961808969;train;1.19069100833333;5;200;410;5;19;168;continuous
505_tecator;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0935532739850749;test;1.19069100833333;5;200;410;5;19;168;continuous
phoneme;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125202331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815106352143389;train;1.24049685331667;3;160;326;5;5;3783;binomial
phoneme;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125202331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806133719863491;test;1.24049685331667;3;160;326;5;5;3783;binomial
665_sleuth_case2002;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806131814511726;train;0.281836616666667;3;12;82;1;6;103;continuous
665_sleuth_case2002;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803709900992129;test;0.281836616666667;3;12;82;1;6;103;continuous
542_pollution;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468395246549327;train;0.423773423333333;7;60;344;7;12;42;continuous
542_pollution;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874867154105811;test;0.423773423333333;7;60;344;7;12;42;continuous
twonorm;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997928842710117;train;1.23617436166667;3;160;326;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997618373106935;test;1.23617436166667;3;160;326;20;20;5180;binomial
hungarian;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928984351639589;train;1.37979228168333;7;240;494;7;12;206;binomial
hungarian;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894656952034001;test;1.37979228168333;7;240;494;7;12;206;binomial
pendigits;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997945493085024;train;32.0468149233333;2;16;68;16;16;7695;multinomial
pendigits;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996628901470351;test;32.0468149233333;2;16;68;16;16;7695;multinomial
mfeat_factors;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998857704214;train;20.9835090416667;3;66;138;110;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998794969089253;test;20.9835090416667;3;66;138;110;136;1400;multinomial
522_pm10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845033677510494;train;1.56179931666667;7;235;484;4;7;350;continuous
522_pm10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831537303656708;test;1.56179931666667;7;235;484;4;7;350;continuous
519_vinnie;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485256332688162;train;0.632851363316667;3;160;326;1;2;266;continuous
519_vinnie;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.477512905501086;test;0.632851363316667;3;160;326;1;2;266;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49504928005063;train;0.884303635;3;160;326;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.514699445006944;test;0.884303635;3;160;326;5;5;175;continuous
1089_USCrime;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125205001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45096739140609;train;0.68032578;3;160;326;1;3;33;continuous
1089_USCrime;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125205001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.529393463456598;test;0.68032578;3;160;326;1;3;33;continuous
612_fri_c1_1000_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178034556826574;train;1.87494053833333;8;260;536;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297863673233103;test;1.87494053833333;8;260;536;5;5;700;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.773574637074156;train;0.45153137;6;18;234;5;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850261150095904;test;0.45153137;6;18;234;5;9;70;continuous
613_fri_c3_250_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.772269929129735;train;0.19289364;6;25;282;3;5;175;continuous
613_fri_c3_250_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864016350271933;test;0.19289364;6;25;282;3;5;175;continuous
cleve;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995778528261642;train;0.637517533333333;3;160;326;13;13;213;binomial
cleve;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912394225983076;test;0.637517533333333;3;160;326;13;13;213;binomial
banana;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550040817601151;train;0.109615468333333;5;8;96;2;2;3710;binomial
banana;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.525641005247661;test;0.109615468333333;5;8;96;2;2;3710;binomial
australian;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939532131170368;train;1.363247815;7;240;494;12;13;483;binomial
australian;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932800751879699;test;1.363247815;7;240;494;12;13;483;binomial
1089_USCrime;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.428828018163422;train;0.335997718333333;8;35;376;2;7;33;continuous
1089_USCrime;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525233752437762;test;0.335997718333333;8;35;376;2;7;33;continuous
678_visualizing_environmental;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.696410187105452;train;0.246456506666667;9;15;282;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.936511822399866;test;0.246456506666667;9;15;282;3;3;78;continuous
appendicitis;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124191239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868661257606491;train;0.220595695;6;4;54;1;4;75;binomial
appendicitis;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124191239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814814814814815;test;0.220595695;6;4;54;1;4;75;binomial
646_fri_c3_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797707074461556;train;0.286017053333333;6;50;292;5;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.924995936278531;test;0.286017053333333;6;50;292;5;10;350;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865587362031768;train;0.33820858;7;8;124;4;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.958332476657102;test;0.33820858;7;8;124;4;4;70;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434007392535129;train;1.070943415;5;50;234;22;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499066845222981;test;1.070943415;5;50;234;22;25;175;continuous
583_fri_c1_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852509718160429;train;0.866714488333333;3;160;326;46;50;700;continuous
583_fri_c1_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861216406220127;test;0.866714488333333;3;160;326;46;50;700;continuous
527_analcatdata_election2000;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.157000540254387;train;0.493292025;3;160;326;1;1;47;continuous
527_analcatdata_election2000;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293116651405038;test;0.493292025;3;160;326;1;1;47;continuous
optdigits;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999680562278378;train;35.88482558;2;45;96;60;61;3934;multinomial
optdigits;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999056751648092;test;35.88482558;2;45;96;60;61;3934;multinomial
690_visualizing_galaxy;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125203239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.326616483254903;train;0.0663271400166667;3;15;98;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125203239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.344136961260231;test;0.0663271400166667;3;15;98;3;3;227;continuous
656_fri_c1_100_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79692254927548;train;0.334542656683333;6;10;136;5;5;70;continuous
656_fri_c1_100_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828044210690243;test;0.334542656683333;6;10;136;5;5;70;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834801285385234;train;0.125387981666667;3;50;166;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857644479266951;test;0.125387981666667;3;50;166;5;10;700;continuous
225_puma8NH;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499714671393335;train;3.61379871166667;3;160;326;6;8;5735;continuous
225_puma8NH;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528674755636786;test;3.61379871166667;3;160;326;6;8;5735;continuous
557_analcatdata_apnea1;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.220092994630326;train;0.0970782333333333;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197042665000791;test;0.0970782333333333;3;15;120;3;3;333;continuous
1191_BNG_pbc;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785723966234003;train;37.2503476616667;3;36;146;16;18;700000;continuous
1191_BNG_pbc;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785121585084569;test;37.2503476616667;3;36;146;16;18;700000;continuous
581_fri_c3_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125123959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824270010329146;train;1.46282423833333;5;200;410;7;25;350;continuous
581_fri_c3_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125123959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821516947991896;test;1.46282423833333;5;200;410;7;25;350;continuous
598_fri_c0_1000_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501005931830504;train;2.6916314;9;50;398;6;25;700;continuous
598_fri_c0_1000_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520809605489173;test;2.6916314;9;50;398;6;25;700;continuous
706_sleuth_case1202;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.591468704782412;train;0.651440593333333;12;30;554;4;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504375575246182;test;0.651440593333333;12;30;554;4;6;66;continuous
confidence;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942716049382716;train;0.672408905;3;160;326;1;1;51;multinomial
confidence;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935185185185185;test;0.672408905;3;160;326;1;1;51;multinomial
haberman;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.729589428975932;train;0.14536245;3;3;24;2;3;215;binomial
haberman;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.691323692992214;test;0.14536245;3;3;24;2;3;215;binomial
churn;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857871169742397;train;11.6905821133333;18;15;528;13;15;3500;binomial
churn;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851077888519749;test;11.6905821133333;18;15;528;13;15;3500;binomial
clean2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966891904008723;train;2.427421;3;160;326;105;105;4619;binomial
clean2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964350134297439;test;2.427421;3;160;326;105;105;4619;binomial
ann_thyroid;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994313994157376;train;2.38195242333333;3;160;326;5;21;5040;multinomial
ann_thyroid;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992300724637681;test;2.38195242333333;3;160;326;5;21;5040;multinomial
633_fri_c0_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487278666050491;train;0.189769568333333;3;90;186;9;25;350;continuous
633_fri_c0_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125175638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522471275273441;test;0.189769568333333;3;90;186;9;25;350;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124184838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493632432155339;train;1.730052405;9;259;536;20;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124184838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.570117065130207;test;1.730052405;9;259;536;20;50;175;continuous
allhyper;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125190808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93593522897091;train;14.38324312;5;25;194;23;25;2640;multinomial
allhyper;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125190808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95543411825259;test;14.38324312;5;25;194;23;25;2640;multinomial
623_fri_c4_1000_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822109575971205;train;0.133233463333333;3;50;166;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807183234326711;test;0.133233463333333;3;50;166;5;10;700;continuous
hepatitis;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883920505871726;train;1.266605665;18;76;804;8;19;109;binomial
hepatitis;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804878048780488;test;1.266605665;18;76;804;8;19;109;binomial
breast;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998936735778841;train;1.32309012166667;6;10;128;9;10;490;binomial
breast;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975436793422405;test;1.32309012166667;6;10;128;9;10;490;binomial
1089_USCrime;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.355046424668231;train;1.11211944;6;220;452;2;2;33;continuous
1089_USCrime;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.550991034539557;test;1.11211944;6;220;452;2;2;33;continuous
analcatdata_bankruptcy;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980392156862745;train;0.134452795;5;4;46;3;4;35;binomial
analcatdata_bankruptcy;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892857142857143;test;0.134452795;5;4;46;3;4;35;binomial
594_fri_c2_100_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872595848997682;train;0.459981841666667;9;10;196;4;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.886676237896259;test;0.459981841666667;9;10;196;4;5;70;continuous
iris;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995078995078995;train;0.0359107483333333;3;3;24;1;3;105;multinomial
iris;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998217468805704;test;0.0359107483333333;3;3;24;1;3;105;multinomial
609_fri_c0_1000_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478102427599783;train;0.143675795;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496344828504624;test;0.143675795;3;25;156;5;5;700;continuous
colic;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126104521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908536585365854;train;0.215211708333333;3;70;174;4;22;258;binomial
colic;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126104521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84156162464986;test;0.215211708333333;3;70;174;4;22;258;binomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829254079254079;train;0.412820835;14;12;348;2;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93006993006993;test;0.412820835;14;12;348;2;3;59;binomial
wine_quality_white;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876277676540459;train;7.764682635;20;372;784;11;11;3429;multinomial
wine_quality_white;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.69259053315632;test;7.764682635;20;372;784;11;11;3429;multinomial
ring;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98917752306402;train;12.3926256316667;10;268;556;18;20;5180;binomial
ring;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978074813793372;test;12.3926256316667;10;268;556;18;20;5180;binomial
prnn_fglass;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899115108759553;train;0.23684233;11;9;196;3;9;144;multinomial
prnn_fglass;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872540584415584;test;0.23684233;11;9;196;3;9;144;multinomial
auto;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125191241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891857193266768;train;3.43284372;7;22;298;10;22;142;multinomial
auto;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125191241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826231092436975;test;3.43284372;7;22;298;10;22;142;multinomial
clean1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885724637681159;train;1.92078778666667;16;270;720;20;95;334;binomial
clean1;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80577915376677;test;1.92078778666667;16;270;720;20;95;334;binomial
579_fri_c0_250_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477676250525006;train;0.940442665;3;160;326;5;5;175;continuous
579_fri_c0_250_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520557905022244;test;0.940442665;3;160;326;5;5;175;continuous
glass;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866230295091036;train;0.747182986666667;3;160;326;8;9;144;multinomial
glass;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.768938248267171;test;0.747182986666667;3;160;326;8;9;144;multinomial
vowel;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970432866365536;train;6.74706711166667;3;13;88;10;13;693;multinomial
vowel;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956993693514397;test;6.74706711166667;3;13;88;10;13;693;multinomial
glass2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853123067408782;train;0.706292373333333;13;36;584;8;9;115;binomial
glass2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802469135802469;test;0.706292373333333;13;36;584;8;9;115;binomial
calendarDOW;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945164693331639;train;0.365995873333333;9;13;224;7;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.756985204081633;test;0.365995873333333;9;13;224;7;13;280;multinomial
breast_w;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125190403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996502319317672;train;1.34620855835;6;9;116;8;9;490;binomial
breast_w;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125190403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993112947658402;test;1.34620855835;6;9;116;8;9;490;binomial
192_vineyard;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.6234071121474;train;0.05729795165;3;4;32;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504668891359163;test;0.05729795165;3;4;32;2;2;37;continuous
hypothyroid;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913279232154351;train;0.24051996;3;76;166;20;20;2215;binomial
hypothyroid;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859071309048784;test;0.24051996;3;76;166;20;20;2215;binomial
contraceptive;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124184720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726307461946749;train;1.73153658;10;268;556;8;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124184720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.711080060610577;test;1.73153658;10;268;556;8;9;1032;multinomial
biomed;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126095834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952569169960474;train;0.468783255;10;32;452;4;8;147;binomial
biomed;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126095834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948809523809524;test;0.468783255;10;32;452;4;8;147;binomial
pima;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125193450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845624567074579;train;3.255729915;20;392;824;7;8;538;binomial
pima;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125193450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834077079107505;test;3.255729915;20;392;824;7;8;538;binomial
659_sleuth_ex1714;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.383521642260451;train;0.332068498333333;11;6;144;3;3;33;continuous
659_sleuth_ex1714;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53743745497661;test;0.332068498333333;11;6;144;3;3;33;continuous
618_fri_c3_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247692224709162;train;1.10994897835;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331111384885359;test;1.10994897835;3;160;326;5;50;700;continuous
contraceptive;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724745935716918;train;2.18125353666667;20;299;638;5;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730118364951486;test;2.18125353666667;20;299;638;5;9;1032;multinomial
agaricus_lepiota;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999175958998046;train;1.535462635;3;160;326;9;20;5702;binomial
agaricus_lepiota;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998875161745835;test;1.535462635;3;160;326;9;20;5702;binomial
1030_ERA;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.728279269792628;train;3.100378455;20;500;1040;2;4;700;continuous
1030_ERA;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.796477284779563;test;3.100378455;20;500;1040;2;4;700;continuous
analcatdata_happiness;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.646703296703297;train;0.557865395;3;160;326;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124175949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683333333333333;test;0.557865395;3;160;326;1;3;42;multinomial
heart_statlog;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92276102610261;train;0.608582621666667;3;160;326;10;13;189;binomial
heart_statlog;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892857142857143;test;0.608582621666667;3;160;326;10;13;189;binomial
561_cpu;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.175688878212122;train;2.71077058166667;20;394;828;6;7;147;continuous
561_cpu;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.24941673479123;test;2.71077058166667;20;394;828;6;7;147;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874723538098975;train;0.806982383333333;3;160;326;7;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850826441125311;test;0.806982383333333;3;160;326;7;10;70;continuous
ring;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818984715621777;train;0.996336948333333;10;79;460;20;20;5180;binomial
ring;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.809426560769969;test;0.996336948333333;10;79;460;20;20;5180;binomial
calendarDOW;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801864518078621;train;0.191813948333333;5;15;146;3;15;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703720741901776;test;0.191813948333333;5;15;146;3;15;280;multinomial
texture;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996747573987936;train;2.43843652666667;3;160;326;13;13;3850;multinomial
texture;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995604412597223;test;2.43843652666667;3;160;326;13;13;3850;multinomial
560_bodyfat;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0618872864195051;train;0.186852498333333;3;63;186;6;13;177;continuous
560_bodyfat;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0555439339968665;test;0.186852498333333;3;63;186;6;13;177;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.633806510967076;train;1.22284426333333;7;224;462;5;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792390413792765;test;1.22284426333333;7;224;462;5;5;44;continuous
haberman;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124162324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732289690069576;train;0.617150018333333;3;160;326;3;3;215;binomial
haberman;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124162324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633771929824562;test;0.617150018333333;3;160;326;3;3;215;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.79871215333333;3;20;70;20;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.79871215333333;3;20;70;20;20;5702;binomial
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24555083951583;train;4.91774171333333;20;500;1040;1;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.562793192173656;test;4.91774171333333;20;500;1040;1;3;333;continuous
breast_w;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.532959071666667;7;36;326;8;9;490;binomial
breast_w;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980839416058394;test;0.532959071666667;7;36;326;8;9;490;binomial
ionosphere;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125101952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811538461538462;train;1.34331238166667;7;240;494;9;32;246;binomial
ionosphere;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125101952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.756843800322061;test;1.34331238166667;7;240;494;9;32;246;binomial
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20468092254068;train;1.70230219833333;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270456878243845;test;1.70230219833333;3;160;326;5;25;700;continuous
saheart;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804035781152486;train;0.698106361683333;7;9;130;9;9;324;binomial
saheart;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.762485065710872;test;0.698106361683333;7;9;130;9;9;324;binomial
207_autoPrice;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125150149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369275643165688;train;1.065039295;6;20;258;2;10;112;continuous
207_autoPrice;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125150149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460100690635152;test;1.065039295;6;20;258;2;10;112;continuous
analcatdata_aids;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786184210526316;train;0.156167585;6;12;140;2;3;35;binomial
analcatdata_aids;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666666666666667;test;0.156167585;6;12;140;2;3;35;binomial
cleveland;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.690927732523886;train;1.55082155833333;6;220;452;3;13;213;multinomial
cleveland;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.66112879372428;test;1.55082155833333;6;220;452;3;13;213;multinomial
churn;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979153643137547;train;4.809048755;6;220;452;15;15;3500;binomial
churn;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90218899963086;test;4.809048755;6;220;452;15;15;3500;binomial
mfeat_fourier;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977080157433161;train;6.28521144166667;10;300;620;20;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96432043213211;test;6.28521144166667;10;300;620;20;76;1400;multinomial
movement_libras;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125153534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995977390612248;train;0.652860965;6;22;242;9;22;252;multinomial
movement_libras;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125153534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907395045981355;test;0.652860965;6;22;242;9;22;252;multinomial
allrep;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983746840958606;train;5.15292961666667;20;494;1028;5;24;2641;multinomial
allrep;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988835972812521;test;5.15292961666667;20;494;1028;5;24;2641;multinomial
706_sleuth_case1202;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.585923369345036;train;0.492627956666667;3;160;326;2;6;66;continuous
706_sleuth_case1202;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791307675051816;test;0.492627956666667;3;160;326;2;6;66;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125142832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732173305856482;train;1.83889512333333;9;280;578;23;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125142832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.752538883775228;test;1.83889512333333;9;280;578;23;25;175;continuous
nikuradse_2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125145140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830311401387479;train;0.0387673583166667;3;5;40;0;1;254;continuous
nikuradse_2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125145140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770478644796743;test;0.0387673583166667;3;5;40;0;1;254;continuous
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706_sleuth_case1202;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657991055958703;test;0.433999576666667;8;30;386;4;6;66;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224724916578603;train;0.985124263333333;3;160;326;10;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400495935400009;test;0.985124263333333;3;160;326;10;25;350;continuous
profb;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.641527039636496;train;0.958646995;15;36;662;2;9;471;binomial
profb;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.689240365337492;test;0.958646995;15;36;662;2;9;471;binomial
haberman;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.695906432748538;train;0.0900188483333333;3;3;24;3;3;215;binomial
haberman;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.764840182648402;test;0.0900188483333333;3;3;24;3;3;215;binomial
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175543_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808182881627693;train;1.66523874166667;6;50;272;7;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175543_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811442902870628;test;1.66523874166667;6;50;272;7;25;700;continuous
diabetes;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.83993568639461;train;1.29741825333333;6;220;452;6;8;538;binomial
diabetes;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125164053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835997049422179;test;1.29741825333333;6;220;452;6;8;538;binomial
601_fri_c1_250_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858908465751576;train;0.303241348333333;5;10;112;4;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822123538676621;test;0.303241348333333;5;10;112;4;5;175;continuous
604_fri_c4_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.220391560175272;train;1.94794823333333;9;280;578;4;10;350;continuous
604_fri_c4_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125185414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359635984679496;test;1.94794823333333;9;280;578;4;10;350;continuous
635_fri_c0_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.593661236582567;train;1.35267406;8;20;330;10;10;175;continuous
635_fri_c0_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494828242953955;test;1.35267406;8;20;330;10;10;175;continuous
coil2000;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722384721767296;train;13.216944455;0;5;10;5;59;6876;binomial
coil2000;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125125821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715137069274946;test;13.216944455;0;5;10;5;59;6876;binomial
heart_statlog;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935981098109811;train;0.655053988333333;9;52;426;13;13;189;binomial
heart_statlog;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904336734693878;test;0.655053988333333;9;52;426;13;13;189;binomial
627_fri_c2_500_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181099441512995;train;2.83838307666667;16;372;776;6;10;350;continuous
627_fri_c2_500_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321095395758168;test;2.83838307666667;16;372;776;6;10;350;continuous
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126094941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994293097878755;train;1.08898056333333;3;160;326;12;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126094941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983195754716981;test;1.08898056333333;3;160;326;12;22;399;binomial
666_rmftsa_ladata;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.451510924177316;train;0.842604388333333;3;160;326;5;10;356;continuous
666_rmftsa_ladata;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496115304844041;test;0.842604388333333;3;160;326;5;10;356;continuous
heart_h;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932011935208866;train;2.15513957;14;380;788;10;12;206;binomial
heart_h;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861842105263158;test;2.15513957;14;380;788;10;12;206;binomial
analcatdata_authorship;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.04483964333333;3;50;106;27;70;589;multinomial
analcatdata_authorship;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999922946524888;test;2.04483964333333;3;50;106;27;70;589;multinomial
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620_fri_c1_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851594389656357;train;0.304816081666667;5;119;260;14;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801217614880848;test;0.304816081666667;5;119;260;14;25;700;continuous
522_pm10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125194647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855237893342461;train;0.449577286666667;8;35;376;6;7;350;continuous
522_pm10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125194647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.881144101067653;test;0.449577286666667;8;35;376;6;7;350;continuous
magic;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958281070267007;train;16.8322412883333;17;408;850;9;9;13314;binomial
magic;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923599442974612;test;16.8322412883333;17;408;850;9;9;13314;binomial
shuttle;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789484122946826;train;47.50837012;1;8;24;3;8;40600;multinomial
shuttle;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770235872194881;test;47.50837012;1;8;24;3;8;40600;multinomial
allhyper;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949959344445687;train;3.65694799166667;10;230;480;14;25;2640;multinomial
allhyper;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976426294561541;test;3.65694799166667;10;230;480;14;25;2640;multinomial
621_fri_c0_100_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307408547441339;train;2.33230845666667;15;338;706;9;10;70;continuous
621_fri_c0_100_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.663898742002125;test;2.33230845666667;15;338;706;9;10;70;continuous
movement_libras;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997711468488324;train;2.83351609666667;8;254;524;20;23;252;multinomial
movement_libras;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181414_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959786353165605;test;2.83351609666667;8;254;524;20;23;252;multinomial
344_mv;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432691746054012;train;0.35178626;5;50;250;7;10;28538;continuous
344_mv;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.426571846619879;test;0.35178626;5;50;250;7;10;28538;continuous
604_fri_c4_500_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166913056872823;train;3.18246677;13;360;746;5;10;350;continuous
604_fri_c4_500_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330093837900296;test;3.18246677;13;360;746;5;10;350;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.674572129582061;train;7.4961542;5;200;410;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.693627567401276;test;7.4961542;5;200;410;9;9;12248;continuous
597_fri_c2_500_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83431571420675;train;0.753139390016667;8;10;172;5;5;350;continuous
597_fri_c2_500_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820517464456121;test;0.753139390016667;8;10;172;5;5;350;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915825825605927;train;16.694961595;8;244;504;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914203447554214;test;16.694961595;8;244;504;9;9;81648;continuous
heart_h;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918632196930683;train;1.15376891833333;6;220;452;4;12;206;binomial
heart_h;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92396694214876;test;1.15376891833333;6;220;452;4;12;206;binomial
712_chscase_geyser1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.547986478851828;train;0.1147112;3;4;32;1;2;156;continuous
712_chscase_geyser1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.41305481618862;test;0.1147112;3;4;32;1;2;156;continuous
602_fri_c3_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785503318023285;train;0.974474828333333;6;18;230;8;9;175;continuous
602_fri_c3_250_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883221281897095;test;0.974474828333333;6;18;230;8;9;175;continuous
584_fri_c4_500_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829194605364077;train;0.81549468;3;160;326;18;25;350;continuous
584_fri_c4_500_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791537900107049;test;0.81549468;3;160;326;18;25;350;continuous
allbp;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945273679165432;train;0.631679;7;25;286;1;25;2641;multinomial
allbp;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949304792035961;test;0.631679;7;25;286;1;25;2641;multinomial
641_fri_c1_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231897447308615;train;1.76672925333333;8;244;504;4;10;350;continuous
641_fri_c1_500_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352664466843479;test;1.76672925333333;8;244;504;4;10;350;continuous
spambase;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125195204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98995453532535;train;7.98321177;11;288;598;44;54;3221;binomial
spambase;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125195204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969427244582043;test;7.98321177;11;288;598;44;54;3221;binomial
clean1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.74091519;3;52;138;10;89;334;binomial
clean1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.74091519;3;52;138;10;89;334;binomial
649_fri_c0_500_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469240151354475;train;0.101117441666667;3;25;156;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.44596254397566;test;0.101117441666667;3;25;156;5;5;350;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835430503191303;train;0.756706403333333;3;72;150;31;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125150019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84981763892704;test;0.756706403333333;3;72;150;31;50;700;continuous
satimage;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980953259339709;train;0.939253154983333;7;24;276;20;24;4505;multinomial
satimage;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977428696987971;test;0.939253154983333;7;24;276;20;24;4505;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746292470156107;train;0.653241575;3;160;326;1;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679199666794823;test;0.653241575;3;160;326;1;5;280;multinomial
595_fri_c0_1000_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207621187388891;train;2.03085167666667;9;264;546;7;10;700;continuous
595_fri_c0_1000_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418937866152666;test;2.03085167666667;9;264;546;7;10;700;continuous
segmentation;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997828340041414;train;28.0612587150167;5;14;148;14;14;1617;multinomial
segmentation;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997092281728859;test;28.0612587150167;5;14;148;14;14;1617;multinomial
583_fri_c1_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826222352016631;train;1.40827357;8;228;472;15;50;700;continuous
583_fri_c1_1000_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832674283971126;test;1.40827357;8;228;472;15;50;700;continuous
wdbc;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995423710563153;train;0.395021353333333;6;88;292;13;22;399;binomial
wdbc;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979952830188679;test;0.395021353333333;6;88;292;13;22;399;binomial
nikuradse_1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.498730208706821;train;0.170479111666667;3;4;32;2;2;254;continuous
nikuradse_1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490601073179016;test;0.170479111666667;3;4;32;2;2;254;continuous
heart_h;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936708860759494;train;2.726933175;20;456;952;11;12;206;binomial
heart_h;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915604128718883;test;2.726933175;20;456;952;11;12;206;binomial
608_fri_c3_1000_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124170739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191672241638475;train;1.44717520666667;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124170739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294408309869049;test;1.44717520666667;3;160;326;5;10;700;continuous
penguins;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0606122783333333;3;7;50;5;7;241;multinomial
penguins;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124172855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0606122783333333;3;7;50;5;7;241;multinomial
197_cpu_act;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.312918254863047;train;0.169448708333333;3;77;176;2;16;5735;continuous
197_cpu_act;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315860150782105;test;0.169448708333333;3;77;176;2;16;5735;continuous
pendigits;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999288185119588;train;5.83647942166667;3;160;326;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998453511177809;test;5.83647942166667;3;160;326;16;16;7695;multinomial
649_fri_c0_500_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463636408175012;train;0.947093683333333;3;160;326;5;5;350;continuous
649_fri_c0_500_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085848_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44828535101436;test;0.947093683333333;3;160;326;5;5;350;continuous
banana;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.55058310305442;train;1.03430378;5;168;346;2;2;3710;binomial
banana;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.543904951288251;test;1.03430378;5;168;346;2;2;3710;binomial
594_fri_c2_100_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8285751381375;train;0.552074675;8;10;176;4;5;70;continuous
594_fri_c2_100_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.08682186444871;test;0.552074675;8;10;176;4;5;70;continuous
hungarian;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897899159663866;train;1.266770615;19;48;838;3;12;206;binomial
hungarian;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886485042735043;test;1.266770615;19;48;838;3;12;206;binomial
collins;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999656824656825;train;4.18953612168333;12;324;672;1;20;340;multinomial
collins;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999525166191833;test;4.18953612168333;12;324;672;1;20;340;multinomial
537_houses;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60234119801503;train;0.698471796666667;3;10;72;5;5;14448;continuous
537_houses;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606543503901842;test;0.698471796666667;3;10;72;5;5;14448;continuous
churn;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848301922397136;train;14.7432377833333;19;15;550;10;15;3500;binomial
churn;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850863546473303;test;14.7432377833333;19;15;550;10;15;3500;binomial
192_vineyard;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.581307575810368;train;0.99860800665;6;220;452;1;2;37;continuous
192_vineyard;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.651057951835976;test;0.99860800665;6;220;452;1;2;37;continuous
vowel;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126103350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971722417424371;train;7.36854986166667;3;13;90;10;13;693;multinomial
vowel;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126103350_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955189868106112;test;7.36854986166667;3;13;90;10;13;693;multinomial
labor;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.22984611833333;7;240;494;5;15;40;binomial
labor;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985714285714286;test;1.22984611833333;7;240;494;5;15;40;binomial
589_fri_c2_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808306581994799;train;0.775607666666667;12;125;554;6;25;700;continuous
589_fri_c2_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807276708292741;test;0.775607666666667;12;125;554;6;25;700;continuous
mfeat_zernike;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990858461239485;train;0.614029333333333;5;32;210;29;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125120209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956702273034151;test;0.614029333333333;5;32;210;29;32;1400;multinomial
230_machine_cpu;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125190423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.219051480521251;train;0.379888693316667;6;12;160;6;6;147;continuous
230_machine_cpu;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125190423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.293575276579966;test;0.379888693316667;6;12;160;6;6;147;continuous
mfeat_factors;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.13667927833333;3;66;138;125;135;1400;multinomial
mfeat_factors;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995920045254305;test;1.13667927833333;3;66;138;125;135;1400;multinomial
537_houses;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.611424770527445;train;4.12179108333333;8;244;504;4;5;14448;continuous
537_houses;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124180317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.602613235486091;test;4.12179108333333;8;244;504;4;5;14448;continuous
analcatdata_aids;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618421052631579;train;0.0686781616666667;3;3;24;3;3;35;binomial
analcatdata_aids;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796296296296296;test;0.0686781616666667;3;3;24;3;3;35;binomial
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20826430148376;train;4.92016799;15;400;830;5;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386336763480032;test;4.92016799;15;400;830;5;10;700;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805227512874533;train;1.20025429833333;8;20;328;10;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805945690539055;test;1.20025429833333;8;20;328;10;10;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.392473781654484;train;0.783517011666667;15;228;498;39;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.65397513729703;test;0.783517011666667;15;228;498;39;50;175;continuous
627_fri_c2_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819790250160054;train;0.30793706835;5;50;250;7;10;350;continuous
627_fri_c2_500_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811872282467333;test;0.30793706835;5;50;250;7;10;350;continuous
586_fri_c3_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810822729410779;train;0.186664271666667;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798318175142934;test;0.186664271666667;3;85;176;5;25;700;continuous
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993029419560032;train;0.288508583333333;5;75;250;11;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991841133004926;test;0.288508583333333;5;75;250;11;22;399;binomial
horse_colic;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875139830229651;train;1.06690846168333;5;200;410;2;22;258;binomial
horse_colic;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858290598290598;test;1.06690846168333;5;200;410;2;22;258;binomial
616_fri_c4_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798064686414774;train;0.737976556666667;3;160;326;23;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872203894633998;test;0.737976556666667;3;160;326;23;50;350;continuous
635_fri_c0_250_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527251266391426;train;0.307367628333333;6;50;292;8;10;175;continuous
635_fri_c0_250_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522140806331905;test;0.307367628333333;6;50;292;8;10;175;continuous
603_fri_c0_250_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125194900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358687826023346;train;2.68078082331667;10;300;620;24;50;175;continuous
603_fri_c0_250_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125194900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.602557652598744;test;2.68078082331667;10;300;620;24;50;175;continuous
breast_cancer_wisconsin;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124180507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995653326265571;train;0.582624953333333;3;160;326;22;22;399;binomial
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waveform_40;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969478743026276;train;3.63156878;8;260;536;22;40;3500;multinomial
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666_rmftsa_ladata;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.51324243320829;train;1.22108646;16;50;712;4;10;356;continuous
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627_fri_c2_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816230947895608;train;0.454379373333333;9;50;418;5;10;350;continuous
627_fri_c2_500_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812810123214668;test;0.454379373333333;9;50;418;5;10;350;continuous
page_blocks;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987616288445062;train;7.36630064665;3;7;50;7;7;3832;multinomial
page_blocks;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970941271962478;test;7.36630064665;3;7;50;7;7;3832;multinomial
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phoneme;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125152139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.782468544308313;test;0.537811791666667;12;20;402;5;5;3783;binomial
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601_fri_c1_250_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225980401804518;train;0.616388345;3;160;326;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404746710802098;test;0.616388345;3;160;326;5;5;175;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124201136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824684899707874;train;0.383312158333333;6;125;302;8;25;700;continuous
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twonorm;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125102808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998079561778718;train;0.242331163333333;3;60;166;20;20;5180;binomial
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628_fri_c3_1000_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853354120295868;train;0.0963820833333333;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820105051685107;test;0.0963820833333333;3;25;156;5;5;700;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19714853852836;train;4.87245253833333;14;364;756;5;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298203716685204;test;4.87245253833333;14;364;756;5;25;350;continuous
biomed;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958300395256917;train;1.02022538333333;10;8;168;8;8;147;binomial
biomed;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963095238095238;test;1.02022538333333;10;8;168;8;8;147;binomial
twonorm;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999015568420902;train;4.34916110666667;3;160;326;20;20;5180;binomial
twonorm;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996249505712622;test;4.34916110666667;3;160;326;20;20;5180;binomial
breast_cancer;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.752029123895918;train;1.27708555166667;11;9;206;6;9;201;binomial
breast_cancer;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.67470664928292;test;1.27708555166667;11;9;206;6;9;201;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935849056603774;train;0.58830304665;3;160;326;5;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861111111111111;test;0.58830304665;3;160;326;5;7;68;binomial
bupa;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.705162393162393;train;0.457280051666667;11;20;392;4;5;242;binomial
bupa;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.608220211161388;test;0.457280051666667;11;20;392;4;5;242;binomial
biomed;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992292490118577;train;0.674918026666667;3;160;326;6;8;147;binomial
biomed;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953571428571429;test;0.674918026666667;3;160;326;6;8;147;binomial
621_fri_c0_100_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49200554055433;train;0.162203898333333;3;50;176;10;10;70;continuous
621_fri_c0_100_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48510526230868;test;0.162203898333333;3;50;176;10;10;70;continuous
591_fri_c1_100_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74121704831952;train;0.468546711666667;9;50;428;6;10;70;continuous
591_fri_c1_100_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.975057137398798;test;0.468546711666667;9;50;428;6;10;70;continuous
iris;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125152017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99593837535014;train;0.5659928;3;160;326;2;3;105;multinomial
iris;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125152017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988888888888889;test;0.5659928;3;160;326;2;3;105;multinomial
591_fri_c1_100_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825440778194619;train;0.568384781666667;6;20;254;1;10;70;continuous
591_fri_c1_100_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.09235564993853;test;0.568384781666667;6;20;254;1;10;70;continuous
Hill_Valley_without_noise;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126095328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.636108767098952;train;1.94303140333333;10;300;620;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126095328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.502778115132378;test;1.94303140333333;10;300;620;1;1;849;binomial
643_fri_c2_500_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869719085715287;train;0.752874431666667;3;50;150;24;25;350;continuous
643_fri_c2_500_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.9091999077785;test;0.752874431666667;3;50;150;24;25;350;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21631767544714;train;2.01966571333333;7;240;494;5;25;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282208048456268;test;2.01966571333333;7;240;494;5;25;700;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404278629148697;train;1.30514184166667;8;241;498;5;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125124834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.733222941165053;test;1.30514184166667;8;241;498;5;5;44;continuous
cars;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87848962684489;train;0.757646451666667;3;160;326;7;7;275;multinomial
cars;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778965922444183;test;0.757646451666667;3;160;326;7;7;275;multinomial
texture;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999927735661107;train;30.6926514783333;3;14;86;14;14;3850;multinomial
texture;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999927011814154;test;30.6926514783333;3;14;86;14;14;3850;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124173109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697938355733077;train;2.00023937666667;5;200;410;2;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124173109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724292566564332;test;2.00023937666667;5;200;410;2;11;1120;multinomial
616_fri_c4_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254408226726514;train;1.73491200333333;6;220;452;5;50;350;continuous
616_fri_c4_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378914263122795;test;1.73491200333333;6;220;452;5;50;350;continuous
557_analcatdata_apnea1;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.125886954240343;train;5.07458857;20;500;1040;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23941726903023;test;5.07458857;20;500;1040;3;3;333;continuous
210_cloud;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.26512403513228;train;0.256711926666667;6;25;282;3;5;76;continuous
210_cloud;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.270138830241791;test;0.256711926666667;6;25;282;3;5;76;continuous
207_autoPrice;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176037048834975;train;1.66095602;9;264;546;8;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401651245039231;test;1.66095602;9;264;546;8;10;112;continuous
prnn_crabs;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125113020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.641148615;3;160;326;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125113020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943080357142857;test;0.641148615;3;160;326;4;4;140;binomial
mfeat_karhunen;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126102349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995890859540491;train;3.23110015666667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126102349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995803239023195;test;3.23110015666667;3;160;326;64;64;1400;multinomial
218_house_8L;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456784682597931;train;3.71251333666667;10;236;492;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446072800444142;test;3.71251333666667;10;236;492;8;8;15949;continuous
656_fri_c1_100_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783166998931248;train;0.230816098333333;3;10;76;5;5;70;continuous
656_fri_c1_100_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888814291825889;test;0.230816098333333;3;10;76;5;5;70;continuous
analcatdata_lawsuit;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995974955277281;train;0.150712015;3;4;30;2;4;185;binomial
analcatdata_lawsuit;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.150712015;3;4;30;2;4;185;binomial
607_fri_c4_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83803449852017;train;0.779749264983333;3;160;326;10;49;700;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86138589446613;test;0.779749264983333;3;160;326;10;49;700;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827300169398538;train;0.777185456666667;3;160;326;16;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807495740757207;test;0.777185456666667;3;160;326;16;24;175;continuous
tae;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.669177427068388;train;0.721968128333333;3;160;326;5;5;106;multinomial
tae;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125112452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.649654439128123;test;0.721968128333333;3;160;326;5;5;106;multinomial
appendicitis;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866666666666667;train;0.576280701666667;3;160;326;2;4;75;binomial
appendicitis;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773333333333333;test;0.576280701666667;3;160;326;2;4;75;binomial
cmc;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74168712154187;train;3.43387637;9;9;166;6;9;1032;multinomial
cmc;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.70186897602864;test;3.43387637;9;9;166;6;9;1032;multinomial
diabetes;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837366365291545;train;1.05177481;6;220;452;8;8;538;binomial
diabetes;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841899752968364;test;1.05177481;6;220;452;8;8;538;binomial
haberman;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.709454796411318;train;0.540903685;3;160;326;3;3;215;binomial
haberman;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677662037037037;test;0.540903685;3;160;326;3;3;215;binomial
glass;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831994832565061;train;1.19985946;6;9;112;2;9;144;multinomial
glass;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819468253968254;test;1.19985946;6;9;112;2;9;144;multinomial
sonar;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124211907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815225563909774;train;0.854965158333333;3;49;138;4;60;146;binomial
sonar;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124211907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780952380952381;test;0.854965158333333;3;49;138;4;60;146;binomial
225_puma8NH;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125142438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.752148862785779;train;2.37546450833333;7;224;462;8;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125142438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.741075860011176;test;2.37546450833333;7;224;462;8;8;5735;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268778585262722;train;1.928599785;11;304;630;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090820_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.517648691382044;test;1.928599785;11;304;630;5;5;175;continuous
titanic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.756059488498312;train;2.65043103333333;8;260;536;3;7;1545;binomial
titanic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.789960559695576;test;2.65043103333333;8;260;536;3;7;1545;binomial
pendigits;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999224031030141;train;5.41500827833333;3;160;326;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999108753952052;test;5.41500827833333;3;160;326;16;16;7695;multinomial
618_fri_c3_1000_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826771642431908;train;1.72938016666667;7;240;494;17;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.882722837770973;test;1.72938016666667;7;240;494;17;50;700;continuous
nikuradse_2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.121065628571318;train;0.51583417;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159247416538337;test;0.51583417;3;160;326;1;1;254;continuous
crx;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911771382670345;train;0.482503661666667;6;52;292;4;13;483;binomial
crx;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919958809211758;test;0.482503661666667;6;52;292;4;13;483;binomial
582_fri_c1_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797815135812971;train;1.51916518833333;7;50;318;9;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85557493527326;test;1.51916518833333;7;50;318;9;25;350;continuous
653_fri_c0_250_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126105657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.401720158182525;train;0.179759546666667;3;90;186;9;25;175;continuous
653_fri_c0_250_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126105657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.59239287848036;test;0.179759546666667;3;90;186;9;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.427784201985121;train;0.200419291666667;3;90;186;25;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.560546023950997;test;0.200419291666667;3;90;186;25;25;175;continuous
503_wind;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453869288176433;train;2.149270375;8;228;472;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453604733404577;test;2.149270375;8;228;472;14;14;4602;continuous
heart_c;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918536324786325;train;0.659473503333333;3;160;326;13;13;213;binomial
heart_c;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124194558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876984126984127;test;0.659473503333333;3;160;326;13;13;213;binomial
588_fri_c4_1000_100;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83814284294566;train;3.97572353333333;14;186;612;9;99;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801843508669942;test;3.97572353333333;14;186;612;9;99;700;continuous
218_house_8L;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125112718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388528495915873;train;12.7828685466667;3;160;326;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125112718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39612453136234;test;12.7828685466667;3;160;326;8;8;15949;continuous
mfeat_karhunen;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126102349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999903627264128;train;2.59341464333333;3;160;326;64;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126102349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99812386328096;test;2.59341464333333;3;160;326;64;64;1400;multinomial
192_vineyard;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.563966431791897;train;0.64107529;3;160;326;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498919384860313;test;0.64107529;3;160;326;1;1;37;continuous
coil2000;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.698249955346511;train;23.8412343416833;20;500;1040;56;59;6876;binomial
coil2000;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727600016952026;test;23.8412343416833;20;500;1040;56;59;6876;binomial
pendigits;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997830076492394;train;16.2320930566667;8;228;472;16;16;7695;multinomial
pendigits;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997484438468708;test;16.2320930566667;8;228;472;16;16;7695;multinomial
665_sleuth_case2002;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.735772726532506;train;1.47466080666667;6;220;452;6;6;103;continuous
665_sleuth_case2002;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.906464496371888;test;1.47466080666667;6;220;452;6;6;103;continuous
breast;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.489082545;7;40;326;8;10;490;binomial
breast;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971634121274409;test;0.489082545;7;40;326;8;10;490;binomial
633_fri_c0_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236293951319875;train;3.52915426;16;382;796;6;25;350;continuous
633_fri_c0_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.464698260417173;test;3.52915426;16;382;796;6;25;350;continuous
584_fri_c4_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80246218848982;train;3.134668585;11;50;486;5;25;350;continuous
584_fri_c4_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808871309220877;test;3.134668585;11;50;486;5;25;350;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805898893651904;train;0.0976633466666667;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828286796558751;test;0.0976633466666667;3;25;156;5;5;700;continuous
653_fri_c0_250_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124163714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480937118575589;train;1.27987949166667;5;200;410;6;25;175;continuous
653_fri_c0_250_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124163714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440369487509921;test;1.27987949166667;5;200;410;6;25;175;continuous
645_fri_c3_500_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790589889025058;train;0.811999943333333;3;72;150;5;49;350;continuous
645_fri_c3_500_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124201126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.887864163609149;test;0.811999943333333;3;72;150;5;49;350;continuous
596_fri_c2_250_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835944791086559;train;2.64677116;15;342;714;3;5;175;continuous
596_fri_c2_250_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865869840159621;test;2.64677116;15;342;714;3;5;175;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825153685419003;train;1.03033752833333;3;72;150;6;50;700;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833895970499638;test;1.03033752833333;3;72;150;6;50;700;continuous
602_fri_c3_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842896664112491;train;0.355387323333333;8;45;376;4;9;175;continuous
602_fri_c3_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848473261347518;test;0.355387323333333;8;45;376;4;9;175;continuous
228_elusage;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528009796024426;train;0.0345747416666667;3;2;16;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125083101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.363319012679749;test;0.0345747416666667;3;2;16;1;1;39;continuous
595_fri_c0_1000_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.498113266834637;train;0.116584465016667;3;50;166;10;10;700;continuous
595_fri_c0_1000_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491652886885303;test;0.116584465016667;3;50;166;10;10;700;continuous
colic;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126100552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869530034235917;train;0.97485964;3;160;326;5;22;258;binomial
colic;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126100552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922213148223765;test;0.97485964;3;160;326;5;22;258;binomial
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316307970652763;train;4.70895182833333;3;160;326;63;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.447015047447904;test;4.70895182833333;3;160;326;63;72;742;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550893997445722;train;0.0356199983333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.498492324561404;test;0.0356199983333333;3;4;32;1;1;849;binomial
mfeat_karhunen;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.606952543333333;3;58;138;24;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975056352600392;test;0.606952543333333;3;58;138;24;64;1400;multinomial
cleve;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930323498044792;train;1.21464001;7;240;494;10;13;213;binomial
cleve;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888003982080637;test;1.21464001;7;240;494;10;13;213;binomial
654_fri_c0_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.537195198053724;train;1.54259700833333;7;20;294;9;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.555221285181528;test;1.54259700833333;7;20;294;9;10;350;continuous
1196_BNG_pharynx;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661839826145033;train;313.576413996667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662546320318341;test;313.576413996667;0;100;200;5;10;700000;continuous
vowel;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972336092503995;train;15.9428352166667;6;13;162;12;13;693;multinomial
vowel;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952196555323792;test;15.9428352166667;6;13;162;12;13;693;multinomial
573_cpu_act;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.280512227436004;train;0.692776575;3;29;116;2;16;5735;continuous
573_cpu_act;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.289954063097918;test;0.692776575;3;29;116;2;16;5735;continuous
wine_recognition;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.068610735;3;13;70;7;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997326203208556;test;0.068610735;3;13;70;7;13;125;multinomial
643_fri_c2_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853377416285201;train;1.02266337333333;5;50;234;23;25;350;continuous
643_fri_c2_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.903489377215377;test;1.02266337333333;5;50;234;23;25;350;continuous
spectf;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840920983778127;train;3.03491079666667;10;41;416;6;44;245;binomial
spectf;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895399305555556;test;3.03491079666667;10;41;416;6;44;245;binomial
579_fri_c0_250_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44476207631027;train;1.29467187666667;5;200;410;5;5;175;continuous
579_fri_c0_250_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.608531545135852;test;1.29467187666667;5;200;410;5;5;175;continuous
collins;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;6.41249979333333;3;20;86;1;20;340;multinomial
collins;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;6.41249979333333;3;20;86;1;20;340;multinomial
633_fri_c0_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510105377496648;train;1.43869551666667;10;232;484;25;25;350;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537753734427322;test;1.43869551666667;10;232;484;25;25;350;continuous
collins;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995549362814129;train;12.02688113;5;20;148;2;20;340;multinomial
collins;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992826788990091;test;12.02688113;5;20;148;2;20;340;multinomial
coil2000;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735400152855115;train;8.31559408166667;14;230;488;10;59;6876;binomial
coil2000;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.70808170315865;test;8.31559408166667;14;230;488;10;59;6876;binomial
analcatdata_creditscore;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.146750658333333;3;24;164;5;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.146750658333333;3;24;164;5;6;70;binomial
clean2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999878341637839;train;6.14917790333333;9;280;578;1;107;4619;binomial
clean2;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999045190222748;test;6.14917790333333;9;280;578;1;107;4619;binomial
crx;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952671007491423;train;1.48947286835;5;200;410;11;14;483;binomial
crx;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914392523364486;test;1.48947286835;5;200;410;11;14;483;binomial
201_pol;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.653140543992498;train;4.51718808998333;6;46;272;6;26;10500;continuous
201_pol;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.670768069113878;test;4.51718808998333;6;46;272;6;26;10500;continuous
656_fri_c1_100_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858228516135016;train;0.361377493333333;8;25;376;3;5;70;continuous
656_fri_c1_100_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835971590247944;test;0.361377493333333;8;25;376;3;5;70;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.428554019580245;train;0.575326808333333;3;50;150;15;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486079028709092;test;0.575326808333333;3;50;150;15;25;175;continuous
calendarDOW;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963770801739963;train;2.91152467833333;20;450;940;12;14;280;multinomial
calendarDOW;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787018367346939;test;2.91152467833333;20;450;940;12;14;280;multinomial
clean2;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975054982179733;train;13.8359540583333;3;65;136;105;105;4619;binomial
clean2;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967848810248384;test;13.8359540583333;3;65;136;105;105;4619;binomial
608_fri_c3_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159116281910765;train;5.485829785;17;403;840;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.295927669998776;test;5.485829785;17;403;840;5;10;700;continuous
690_visualizing_galaxy;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.126779160717104;train;0.511647961666667;3;160;326;3;3;227;continuous
690_visualizing_galaxy;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190477799637497;test;0.511647961666667;3;160;326;3;3;227;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820089861434205;train;0.810824848333333;3;49;146;9;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126114750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799956537360808;test;0.810824848333333;3;49;146;9;25;700;continuous
movement_libras;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981479503176113;train;25.80879786;7;22;270;11;22;252;multinomial
movement_libras;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941377820969658;test;25.80879786;7;22;270;11;22;252;multinomial
653_fri_c0_250_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452319740157242;train;1.04439015166667;13;125;606;17;25;175;continuous
653_fri_c0_250_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456753840143236;test;1.04439015166667;13;125;606;17;25;175;continuous
hepatitis;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86525974025974;train;2.32538545666667;10;18;356;3;18;109;binomial
hepatitis;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.512987012987013;test;2.32538545666667;10;18;356;3;18;109;binomial
617_fri_c3_500_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917517055767382;train;0.865634416666667;3;160;326;2;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.911938549673458;test;0.865634416666667;3;160;326;2;5;350;continuous
pendigits;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997507353602911;train;8.286765325;3;160;326;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997381066485836;test;8.286765325;3;160;326;16;16;7695;multinomial
597_fri_c2_500_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823260735126633;train;0.356780743333333;3;10;72;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812692913099378;test;0.356780743333333;3;10;72;5;5;350;continuous
analcatdata_germangss;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8169151026137;train;0.121339396666667;8;5;86;4;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.73511585149743;test;0.121339396666667;8;5;86;4;5;280;multinomial
561_cpu;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.160321996035729;train;0.31272435;3;14;100;6;7;147;continuous
561_cpu;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110709_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.176456643422431;test;0.31272435;3;14;100;6;7;147;continuous
658_fri_c3_250_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917704525698919;train;1.02655102498333;13;125;606;2;25;175;continuous
658_fri_c3_250_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.928946453119271;test;1.02655102498333;13;125;606;2;25;175;continuous
auto;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881404493831356;train;0.751612458333333;3;160;326;22;22;142;multinomial
auto;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845761904761905;test;0.751612458333333;3;160;326;22;22;142;multinomial
crx;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931409019126163;train;1.724244215;7;13;176;10;13;483;binomial
crx;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901307189542484;test;1.724244215;7;13;176;10;13;483;binomial
656_fri_c1_100_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.759417840709248;train;1.37342115;5;200;410;5;5;70;continuous
656_fri_c1_100_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00294509024489;test;1.37342115;5;200;410;5;5;70;continuous
buggyCrx;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937063117661238;train;2.533855725;11;13;284;4;13;483;binomial
buggyCrx;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854546345287086;test;2.533855725;11;13;284;4;13;483;binomial
666_rmftsa_ladata;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124211742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.59946064739442;train;3.68759308;14;20;564;5;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124211742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53822593492492;test;3.68759308;14;20;564;5;10;356;continuous
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biomed;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956140350877193;test;0.597096731666667;3;160;326;8;8;147;binomial
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843042061825754;train;0.469312768333333;6;150;312;6;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848655140889679;test;0.469312768333333;6;150;312;6;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83515210145881;train;0.752382318333333;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857093132830885;test;0.752382318333333;3;160;326;5;50;700;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34780199324905;train;1.55923426166667;9;280;578;2;2;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.50927289531612;test;1.55923426166667;9;280;578;2;2;47;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834189935440934;train;0.726164623333333;3;160;326;19;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124165029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.909072747028581;test;0.726164623333333;3;160;326;19;25;350;continuous
628_fri_c3_1000_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851800071925302;train;0.246076268333333;7;25;324;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816752104714994;test;0.246076268333333;7;25;324;5;5;700;continuous
labor;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968;train;0.728373408333333;7;16;224;14;16;40;binomial
labor;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.728373408333333;7;16;224;14;16;40;binomial
coil2000;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.729783653034159;train;12.393988235;11;320;662;5;59;6876;binomial
coil2000;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.719730278269713;test;12.393988235;11;320;662;5;59;6876;binomial
665_sleuth_case2002;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.719203829163428;train;0.129489478333333;3;30;166;2;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822794667190722;test;0.129489478333333;3;30;166;2;6;103;continuous
breast_w;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996857438627625;train;0.817442411666667;6;8;104;8;8;490;binomial
breast_w;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990531829170024;test;0.817442411666667;6;8;104;8;8;490;binomial
cleve;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92435325602141;train;0.51264967;8;52;376;7;13;213;binomial
cleve;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895596239485403;test;0.51264967;8;52;376;7;13;213;binomial
contraceptive;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746458356205602;train;0.22023441835;9;9;170;8;9;1032;multinomial
contraceptive;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.716334343674472;test;0.22023441835;9;9;170;8;9;1032;multinomial
605_fri_c2_250_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864340943617501;train;0.448396005;7;125;354;1;25;175;continuous
605_fri_c2_250_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914555932744383;test;0.448396005;7;125;354;1;25;175;continuous
texture;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999958298338903;train;0.367772113333333;3;12;82;10;12;3850;multinomial
texture;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999241342429302;test;0.367772113333333;3;12;82;10;12;3850;multinomial
519_vinnie;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446429015082175;train;0.0596972283333333;3;10;80;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.548099835134694;test;0.0596972283333333;3;10;80;1;2;266;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813701598720322;train;1.04611265666667;3;160;326;6;10;700;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833191008638966;test;1.04611265666667;3;160;326;6;10;700;continuous
228_elusage;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444901660643949;train;0.056437715;5;2;24;1;1;39;continuous
228_elusage;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458717716287845;test;0.056437715;5;2;24;1;1;39;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814246037179995;train;0.560508581666667;7;10;152;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867016372043387;test;0.560508581666667;7;10;152;5;5;350;continuous
adult;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908897559640995;train;18.0641639833333;3;160;326;12;12;34190;binomial
adult;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90639658768078;test;18.0641639833333;3;160;326;12;12;34190;binomial
ecoli;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989284815917428;train;0.749387231666667;3;160;326;5;6;229;multinomial
ecoli;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975671101774043;test;0.749387231666667;3;160;326;5;6;229;multinomial
522_pm10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856311835626953;train;0.320367943333333;6;35;292;5;7;350;continuous
522_pm10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854780319549649;test;0.320367943333333;6;35;292;5;7;350;continuous
biomed;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996668054977093;train;1.87382835833333;11;320;662;4;8;147;binomial
biomed;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978632478632479;test;1.87382835833333;11;320;662;4;8;147;binomial
596_fri_c2_250_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792311319683384;train;2.80536451166667;19;320;680;5;5;175;continuous
596_fri_c2_250_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847683563292534;test;2.80536451166667;19;320;680;5;5;175;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836911303291444;train;0.685814958333333;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850249165905955;test;0.685814958333333;3;160;326;5;50;700;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995664739884393;train;0.11080621;3;16;120;2;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.11080621;3;16;120;2;4;185;binomial
645_fri_c3_500_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843075649018398;train;0.95597263;6;100;276;33;50;350;continuous
645_fri_c3_500_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825154023031044;test;0.95597263;6;100;276;33;50;350;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824424719657213;train;0.614475841666667;3;72;150;10;50;700;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83780100715504;test;0.614475841666667;3;72;150;10;50;700;continuous
542_pollution;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349742419878794;train;2.644493415;13;360;746;10;11;42;continuous
542_pollution;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.617325698952171;test;2.644493415;13;360;746;10;11;42;continuous
547_no2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125100308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.649591565211218;train;0.419100466666667;3;14;92;7;7;350;continuous
547_no2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125100308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.681754579515558;test;0.419100466666667;3;14;92;7;7;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321344232721531;train;2.72428708166667;12;308;640;7;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.554754735108529;test;2.72428708166667;12;308;640;7;50;350;continuous
banana;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.553261547513975;train;0.12931615;3;2;16;2;2;3710;binomial
banana;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.538444737781859;test;0.12931615;3;2;16;2;2;3710;binomial
schizo;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.657789303915052;train;3.84293746833333;16;13;380;2;13;238;multinomial
schizo;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.625238095238095;test;3.84293746833333;16;13;380;2;13;238;multinomial
599_fri_c2_1000_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799852786176552;train;1.69741019833333;6;220;452;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824286698196085;test;1.69741019833333;6;220;452;5;5;700;continuous
646_fri_c3_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197061079619432;train;0.767758146666667;3;160;326;5;10;350;continuous
646_fri_c3_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321642639127321;test;0.767758146666667;3;160;326;5;10;350;continuous
596_fri_c2_250_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266033983540753;train;1.77397401333333;11;304;630;5;5;175;continuous
596_fri_c2_250_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.500125920936748;test;1.77397401333333;11;304;630;5;5;175;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.201659095115622;train;1.03126083665;5;200;410;1;3;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.31530291751632;test;1.03126083665;5;200;410;1;3;47;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53604400905707;train;1.93625142833333;9;280;578;20;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612920346670022;test;1.93625142833333;9;280;578;20;25;70;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865375282707839;train;0.759880278333333;3;160;326;5;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806530719875401;test;0.759880278333333;3;160;326;5;50;350;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278694551630959;train;1.07743093833333;5;200;410;5;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496477726904358;test;1.07743093833333;5;200;410;5;10;175;continuous
analcatdata_bankruptcy;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980392156862745;train;0.0804574933166667;3;3;24;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928571428571429;test;0.0804574933166667;3;3;24;3;3;35;binomial
calendarDOW;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89381615282796;train;17.9856760366667;15;14;428;9;14;280;multinomial
calendarDOW;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740341326530612;test;17.9856760366667;15;14;428;9;14;280;multinomial
cmc;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.740676414407092;train;1.39844291498333;6;204;420;9;9;1032;multinomial
cmc;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714272874077352;test;1.39844291498333;6;204;420;9;9;1032;multinomial
analcatdata_happiness;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835367357001972;train;0.195540245;7;3;48;3;3;42;multinomial
analcatdata_happiness;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.576530612244898;test;0.195540245;7;3;48;3;3;42;multinomial
analcatdata_cyyoung9302;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933333333333333;train;0.604179089983333;3;160;326;4;7;65;binomial
analcatdata_cyyoung9302;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858695652173913;test;0.604179089983333;3;160;326;4;7;65;binomial
611_fri_c3_100_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836366474862528;train;0.534261233333333;15;20;622;3;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.738395544705997;test;0.534261233333333;15;20;622;3;4;70;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805354173078504;train;0.428675595;7;125;354;4;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.884563551217882;test;0.428675595;7;125;354;4;25;350;continuous
waveform_40;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990870366270548;train;7.19378942833333;5;200;410;36;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971328119543297;test;7.19378942833333;5;200;410;36;40;3500;multinomial
bupa;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.652672017561913;train;0.627118938333333;3;160;326;5;5;242;binomial
bupa;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.782294832826748;test;0.627118938333333;3;160;326;5;5;242;binomial
564_fried;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488561783833023;train;2.299894635;9;50;418;7;10;28538;continuous
564_fried;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490337461182707;test;2.299894635;9;50;418;7;10;28538;continuous
nikuradse_1;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0662215097757757;train;0.56461774;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.105106901219779;test;0.56461774;3;160;326;2;2;254;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777100342038278;train;1.238808775;5;200;410;4;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.05446357928388;test;1.238808775;5;200;410;4;4;70;continuous
vehicle;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918310024836975;train;1.91925087666667;6;220;452;12;13;593;multinomial
vehicle;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905759616648592;test;1.91925087666667;6;220;452;12;13;593;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996893405535925;train;2.46152901998333;6;172;356;6;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993838082591273;test;2.46152901998333;6;172;356;6;21;5040;multinomial
611_fri_c3_100_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.726499081345621;train;1.658582475;7;224;462;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.932763589105001;test;1.658582475;7;224;462;4;4;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541206197469935;train;0.128499698333333;3;50;176;10;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124194954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.551434450811047;test;0.128499698333333;3;50;176;10;10;70;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125210002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858234479064521;train;1.75146842833333;7;240;494;5;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125210002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823555933957962;test;1.75146842833333;7;240;494;5;10;350;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.676942098512488;train;0.263351491666667;6;45;302;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.934821450938452;test;0.263351491666667;6;45;302;9;9;70;continuous
650_fri_c0_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456760536212904;train;1.30261862168333;5;200;410;29;50;350;continuous
650_fri_c0_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47526576243182;test;1.30261862168333;5;200;410;29;50;350;continuous
649_fri_c0_500_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462038183939161;train;0.52758584;9;10;192;5;5;350;continuous
649_fri_c0_500_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125110638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465500372455885;test;0.52758584;9;10;192;5;5;350;continuous
228_elusage;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446407384919411;train;0.037684325;6;2;28;1;1;39;continuous
228_elusage;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.394201628505965;test;0.037684325;6;2;28;1;1;39;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289560602577511;train;0.599281598333333;3;160;326;2;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.725642805785759;test;0.599281598333333;3;160;326;2;4;70;continuous
saheart;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88907842729353;train;3.56874156331667;20;500;1040;8;9;324;binomial
saheart;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.717562724014337;test;3.56874156331667;20;500;1040;8;9;324;binomial
621_fri_c0_100_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126092417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508714732195452;train;0.453803213333333;9;50;428;9;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126092417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433496993996483;test;0.453803213333333;9;50;428;9;10;70;continuous
hepatitis;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885822510822511;train;0.65577494;3;160;326;2;18;109;binomial
hepatitis;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.576623376623377;test;0.65577494;3;160;326;2;18;109;binomial
503_wind;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453430058113557;train;0.646283463333333;3;61;176;14;14;4602;continuous
503_wind;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449023983762643;test;0.646283463333333;3;61;176;14;14;4602;continuous
coil2000;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708114115648479;train;9.75294392166667;20;229;880;2;59;6876;binomial
coil2000;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.696805226278911;test;9.75294392166667;20;229;880;2;59;6876;binomial
644_fri_c4_250_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126093009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780320496463759;train;1.01946232;14;125;648;12;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126093009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.886537732549768;test;1.01946232;14;125;648;12;25;175;continuous
analcatdata_authorship;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.31073084;3;65;138;50;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992430009760107;test;0.31073084;3;65;138;50;70;589;multinomial
allbp;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996365273933483;train;3.88116921666667;10;300;620;3;25;2641;multinomial
allbp;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992172146636432;test;3.88116921666667;10;300;620;3;25;2641;multinomial
611_fri_c3_100_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.773333988317259;train;0.817613946666667;3;160;326;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.926267809806527;test;0.817613946666667;3;160;326;4;4;70;continuous
calendarDOW;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994242906809398;train;2.01692032833333;10;284;588;13;14;280;multinomial
calendarDOW;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.858414987311539;test;2.01692032833333;10;284;588;13;14;280;multinomial
647_fri_c1_250_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125181312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823797427567877;train;0.567078821666667;3;20;134;8;10;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125181312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857282887135831;test;0.567078821666667;3;20;134;8;10;175;continuous
churn;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963221044068236;train;7.48639329166667;9;280;578;12;15;3500;binomial
churn;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908438830830947;test;7.48639329166667;9;280;578;12;15;3500;binomial
522_pm10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125182430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84721095108413;train;0.330271908333333;3;14;94;5;7;350;continuous
522_pm10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125182430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825351864240342;test;0.330271908333333;3;14;94;5;7;350;continuous
allhypo;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955721291247064;train;5.07555092666667;15;352;734;2;25;2639;multinomial
allhypo;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946163019079686;test;5.07555092666667;15;352;734;2;25;2639;multinomial
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713948467725919;train;1.29403798665;7;18;268;7;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.71172577410433;test;1.29403798665;7;18;268;7;9;12248;continuous
haberman;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686351294903926;train;0.184821491666667;6;3;42;3;3;215;binomial
haberman;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770547945205479;test;0.184821491666667;6;3;42;3;3;215;binomial
522_pm10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833822513351149;train;0.709072236666667;3;160;326;5;7;350;continuous
522_pm10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840242691187951;test;0.709072236666667;3;160;326;5;7;350;continuous
prnn_fglass;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895385289381453;train;2.98091451;10;9;186;6;9;144;multinomial
prnn_fglass;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81390625;test;2.98091451;10;9;186;6;9;144;multinomial
583_fri_c1_1000_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196602849666385;train;4.98532898835;11;256;534;12;50;700;continuous
583_fri_c1_1000_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349699203767065;test;4.98532898835;11;256;534;12;50;700;continuous
saheart;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784480965258997;train;0.692735965;12;36;536;6;9;324;binomial
saheart;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768936678614098;test;0.692735965;12;36;536;6;9;324;binomial
movement_libras;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998613520534476;train;1.53138839666667;3;160;326;20;20;252;multinomial
movement_libras;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966127818893125;test;1.53138839666667;3;160;326;20;20;252;multinomial
654_fri_c0_500_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.53387980728367;train;0.265787553333333;6;50;292;6;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.554568415054675;test;0.265787553333333;6;50;292;6;10;350;continuous
649_fri_c0_500_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.464273425450292;train;1.16285209666667;5;184;378;4;5;350;continuous
649_fri_c0_500_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463026398017239;test;1.16285209666667;5;184;378;4;5;350;continuous
spambase;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986726967856393;train;3.81083582333333;3;52;136;53;54;3221;binomial
spambase;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978707409917222;test;3.81083582333333;3;52;136;53;54;3221;binomial
cleveland;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.757762396955945;train;1.51418083666667;6;220;452;10;13;213;multinomial
cleveland;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.677133872416891;test;1.51418083666667;6;220;452;10;13;213;multinomial
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1199_BNG_echoMonths;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.717819464758601;train;1.147469;7;18;268;6;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.702823635498703;test;1.147469;7;18;268;6;9;12248;continuous
620_fri_c1_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208928788061378;train;3.80714982666667;13;344;714;4;25;700;continuous
620_fri_c1_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125134034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341871282607361;test;3.80714982666667;13;344;714;4;25;700;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241490566983008;train;1.74119392;11;296;614;5;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457647581306314;test;1.74119392;11;296;614;5;10;175;continuous
654_fri_c0_500_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222225887919597;train;2.82352443166667;13;344;714;8;10;350;continuous
654_fri_c0_500_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422702572087283;test;2.82352443166667;13;344;714;8;10;350;continuous
ann_thyroid;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991364207670367;train;25.437393805;5;20;174;3;20;5040;multinomial
ann_thyroid;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992839921547508;test;25.437393805;5;20;174;3;20;5040;multinomial
analcatdata_boxing2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876543209876543;train;0.453710753333333;3;160;326;1;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848930481283422;test;0.453710753333333;3;160;326;1;3;93;binomial
650_fri_c0_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36079778363089;train;2.81438902;5;200;410;42;50;350;continuous
650_fri_c0_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.494771305336585;test;2.81438902;5;200;410;42;50;350;continuous
227_cpu_small;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.294194846250523;train;2.02634847333333;8;228;472;3;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296621362418308;test;2.02634847333333;8;228;472;3;12;5735;continuous
analcatdata_japansolvent;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922619047619048;train;0.211144198333333;5;16;174;3;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898148148148148;test;0.211144198333333;5;16;174;3;4;37;binomial
596_fri_c2_250_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209762866051506;train;2.44519992333333;14;374;776;5;5;175;continuous
596_fri_c2_250_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.480090382502417;test;2.44519992333333;14;374;776;5;5;175;continuous
movement_libras;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988905115327482;train;0.783570341666667;8;20;312;10;20;252;multinomial
movement_libras;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937806122448979;test;0.783570341666667;8;20;312;10;20;252;multinomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917708333333333;train;0.41782194;9;28;416;4;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97;test;0.41782194;9;28;416;4;7;68;binomial
heart_h;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938613657431249;train;1.47045648333333;9;12;226;11;12;206;binomial
heart_h;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948760330578512;test;1.47045648333333;9;12;226;11;12;206;binomial
201_pol;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159281255149777;train;31.1175052183333;11;320;662;22;26;10500;continuous
201_pol;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173478492701521;test;31.1175052183333;11;320;662;22;26;10500;continuous
breast_cancer;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76199570303175;train;0.410163245;7;36;326;3;9;201;binomial
breast_cancer;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640156453715776;test;0.410163245;7;36;326;3;9;201;binomial
credit_a;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126103115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935708577980058;train;0.640235231666667;3;160;326;12;14;483;binomial
credit_a;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126103115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91294095453688;test;0.640235231666667;3;160;326;12;14;483;binomial
ionosphere;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990527065527066;train;0.88399474;3;160;326;16;32;246;binomial
ionosphere;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948470209339775;test;0.88399474;3;160;326;16;32;246;binomial
666_rmftsa_ladata;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460509366613611;train;0.596328606666667;3;160;326;1;10;356;continuous
666_rmftsa_ladata;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.75432931324029;test;0.596328606666667;3;160;326;1;10;356;continuous
503_wind;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124213132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461229357677296;train;0.863560155;3;27;114;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124213132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455115476380019;test;0.863560155;3;27;114;14;14;4602;continuous
calendarDOW;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916723451229336;train;16.5370697083333;12;16;384;10;16;280;multinomial
calendarDOW;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842762744501875;test;16.5370697083333;12;16;384;10;16;280;multinomial
fars;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.610888038348303;train;12.7591329233333;7;21;260;11;21;70678;multinomial
fars;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.62385773279122;test;12.7591329233333;7;21;260;11;21;70678;multinomial
225_puma8NH;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.484381182185936;train;6.858493685;10;236;492;6;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125193927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.549492666320747;test;6.858493685;10;236;492;6;8;5735;continuous
iris;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998704998704999;train;0.697441071666667;3;160;326;2;3;105;multinomial
iris;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980392156862745;test;0.697441071666667;3;160;326;2;3;105;multinomial
flags;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125102003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845814780457638;train;4.01670397333333;6;39;264;14;39;125;multinomial
flags;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125102003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688078703703704;test;4.01670397333333;6;39;264;14;39;125;multinomial
207_autoPrice;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124155346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432090173778504;train;0.348508436666667;6;45;302;4;9;112;continuous
207_autoPrice;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124155346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525662147053362;test;0.348508436666667;6;45;302;4;9;112;continuous
contraceptive;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725026634213014;train;6.048717435;15;9;264;3;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.70025093852339;test;6.048717435;15;9;264;3;9;1032;multinomial
616_fri_c4_500_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230331174667268;train;2.9894199;12;308;640;4;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373982293137767;test;2.9894199;12;308;640;4;49;350;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501313794065636;train;0.261512686666667;6;25;282;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513005451497472;test;0.261512686666667;6;25;282;5;5;175;continuous
591_fri_c1_100_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.73557812642681;train;0.912505601666667;9;20;374;6;10;70;continuous
591_fri_c1_100_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.979702882817685;test;0.912505601666667;9;20;374;6;10;70;continuous
712_chscase_geyser1;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449315065844498;train;0.59782634;3;160;326;1;2;156;continuous
712_chscase_geyser1;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.565730772349032;test;0.59782634;3;160;326;1;2;156;continuous
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658_fri_c3_250_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293265663761486;train;1.73363431666667;8;260;536;6;24;175;continuous
658_fri_c3_250_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434281887212326;test;1.73363431666667;8;260;536;6;24;175;continuous
618_fri_c3_1000_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81280863323519;train;1.56382448333333;7;240;494;21;50;700;continuous
618_fri_c3_1000_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172653_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854745827460656;test;1.56382448333333;7;240;494;21;50;700;continuous
calendarDOW;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801864518078621;train;0.311197423333333;9;14;230;3;14;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703720741901776;test;0.311197423333333;9;14;230;3;14;280;multinomial
analcatdata_authorship;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.990078840016667;3;160;326;70;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.990078840016667;3;160;326;70;70;589;multinomial
yeast;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878138556676983;train;0.350584626666667;8;8;136;6;8;1036;multinomial
yeast;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859741697500294;test;0.350584626666667;8;8;136;6;8;1036;multinomial
analcatdata_creditscore;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990384615384615;train;0.197848488333333;3;6;46;1;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.197848488333333;3;6;46;1;6;70;binomial
pima;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844832350773766;train;0.785535918333333;14;32;612;6;8;538;binomial
pima;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824119373776908;test;0.785535918333333;14;32;612;6;8;538;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.754856614246068;train;2.63395558998333;20;436;912;3;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.525714285714286;test;2.63395558998333;20;436;912;3;3;93;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979289940828402;train;0.56863885335;3;160;326;4;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124181246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.833333333333333;test;0.56863885335;3;160;326;4;6;65;binomial
588_fri_c4_1000_100;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795540553146755;train;1.14372491333333;3;160;326;46;99;700;continuous
588_fri_c4_1000_100;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.907730700825774;test;1.14372491333333;3;160;326;46;99;700;continuous
hypothyroid;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846969267055632;train;6.97220054831667;15;20;582;17;20;2215;binomial
hypothyroid;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831003620273532;test;6.97220054831667;15;20;582;17;20;2215;binomial
616_fri_c4_500_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783770264987151;train;0.384183345;5;130;270;12;50;350;continuous
616_fri_c4_500_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908701823281263;test;0.384183345;5;130;270;12;50;350;continuous
wdbc;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995302883057985;train;0.209774265;3;60;166;8;22;399;binomial
wdbc;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987692307692308;test;0.209774265;3;60;166;8;22;399;binomial
colic;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943587116603701;train;0.904032203333333;3;160;326;22;22;258;binomial
colic;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950162513542795;test;0.904032203333333;3;160;326;22;22;258;binomial
mfeat_factors;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;20.3873567316667;3;66;138;130;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995760446210877;test;20.3873567316667;3;66;138;130;133;1400;multinomial
cars;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867468149540518;train;0.098909195;5;7;78;3;7;275;multinomial
cars;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.755052878965922;test;0.098909195;5;7;78;3;7;275;multinomial
637_fri_c1_500_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125101750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270921592693565;train;1.49481099166667;6;220;452;5;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125101750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.406557160688093;test;1.49481099166667;6;220;452;5;50;350;continuous
615_fri_c4_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813969536026023;train;0.256660940016667;6;50;292;4;10;175;continuous
615_fri_c4_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.741267462071766;test;0.256660940016667;6;50;292;4;10;175;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.596218733183562;train;15.10567332;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.603817528932772;test;15.10567332;3;160;326;9;9;21773;continuous
analcatdata_creditscore;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99732905982906;train;0.249640185;3;112;230;2;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.249640185;3;112;230;2;6;70;binomial
colic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927066658128962;train;0.757604796666667;3;160;326;22;22;258;binomial
colic;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946551101480679;test;0.757604796666667;3;160;326;22;22;258;binomial
wdbc;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125152847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992968250585979;train;1.127196835;3;160;326;21;22;399;binomial
wdbc;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125152847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992878787878788;test;1.127196835;3;160;326;21;22;399;binomial
pima;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846214075165807;train;0.633204815;9;8;152;8;8;538;binomial
pima;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819634703196347;test;0.633204815;9;8;152;8;8;538;binomial
602_fri_c3_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817129623626758;train;0.92422722835;3;160;326;9;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83493766026436;test;0.92422722835;3;160;326;9;9;175;continuous
segmentation;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996972959251853;train;13.573507605;3;14;88;7;14;1617;multinomial
segmentation;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997240171359574;test;13.573507605;3;14;88;7;14;1617;multinomial
712_chscase_geyser1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537102086467511;train;1.35635551166667;20;262;564;1;2;156;continuous
712_chscase_geyser1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.414558042087487;test;1.35635551166667;20;262;564;1;2;156;continuous
page_blocks;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968353715125688;train;3.71907482333333;20;244;528;6;8;3832;multinomial
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allbp;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972439142996081;test;33.3392813583333;8;25;334;21;25;2641;multinomial
656_fri_c1_100_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.747740358359978;train;1.71935591666667;5;200;410;4;5;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.982094707653873;test;1.71935591666667;5;200;410;4;5;70;continuous
649_fri_c0_500_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469407450645497;train;1.36271017166667;7;208;430;5;5;350;continuous
649_fri_c0_500_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.461098590996432;test;1.36271017166667;7;208;430;5;5;350;continuous
562_cpu_small;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185117642546794;train;6.89015331;3;160;326;10;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207918285953888;test;6.89015331;3;160;326;10;12;5735;continuous
haberman;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125142130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.696532999164578;train;0.06948004;3;12;90;3;3;215;binomial
haberman;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125142130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767123287671233;test;0.06948004;3;12;90;3;3;215;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99843137254902;train;0.702423616683333;3;160;326;4;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983333333333333;test;0.702423616683333;3;160;326;4;4;185;binomial
581_fri_c3_500_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161463600265759;train;3.114750995;12;340;704;5;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370021974984915;test;3.114750995;12;340;704;5;25;350;continuous
analcatdata_aids;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5;train;0.62221793;3;160;326;3;3;35;binomial
analcatdata_aids;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5;test;0.62221793;3;160;326;3;3;35;binomial
ann_thyroid;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98904551099883;train;39.4243300333333;3;21;126;3;21;5040;multinomial
ann_thyroid;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985134146036635;test;39.4243300333333;3;21;126;3;21;5040;multinomial
satimage;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98129541984617;train;0.408562566683333;3;27;128;20;27;4505;multinomial
satimage;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97591788912103;test;0.408562566683333;3;27;128;20;27;4505;multinomial
allrep;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909629218484075;train;35.7437215783333;5;24;218;12;24;2641;multinomial
allrep;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902916717638687;test;35.7437215783333;5;24;218;12;24;2641;multinomial
fars;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914429431262129;train;37.600746955;1;120;242;21;21;70678;multinomial
fars;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892400272882396;test;37.600746955;1;120;242;21;21;70678;multinomial
608_fri_c3_1000_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831489292567383;train;1.22967694668333;6;20;250;6;10;700;continuous
608_fri_c3_1000_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864968881955511;test;1.22967694668333;6;20;250;6;10;700;continuous
agaricus_lepiota;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.345089733333333;3;48;102;20;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.345089733333333;3;48;102;20;20;5702;binomial
schizo;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.687401440367542;train;0.21386559;7;13;168;3;13;238;multinomial
schizo;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.612579455886092;test;0.21386559;7;13;168;3;13;238;multinomial
contraceptive;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724890476372722;train;2.02245002666667;5;9;94;3;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699968604950434;test;2.02245002666667;5;9;94;3;9;1032;multinomial
allrep;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124200823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943328460591755;train;2.07344344833333;20;24;768;9;24;2641;multinomial
allrep;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124200823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937675579425807;test;2.07344344833333;20;24;768;9;24;2641;multinomial
prnn_fglass;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951674779541446;train;0.752774981666667;3;160;326;9;9;144;multinomial
prnn_fglass;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114324_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830284090909091;test;0.752774981666667;3;160;326;9;9;144;multinomial
628_fri_c3_1000_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125190659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820793953251125;train;0.746474108333333;6;10;132;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125190659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893026122194765;test;0.746474108333333;6;10;132;5;5;700;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874982404288482;train;2.15062923;9;280;578;10;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831760895391914;test;2.15062923;9;280;578;10;10;350;continuous
218_house_8L;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380448495262881;train;13.3575393516667;5;200;410;8;8;15949;continuous
218_house_8L;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38632380982502;test;13.3575393516667;5;200;410;8;8;15949;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503455870314116;train;0.18910768;3;90;186;8;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.524313826883981;test;0.18910768;3;90;186;8;25;350;continuous
titanic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125202135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820423642299018;train;1.723233545;11;272;566;8;8;1545;binomial
titanic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125202135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795116805283757;test;1.723233545;11;272;566;8;8;1545;binomial
582_fri_c1_500_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207525776134829;train;0.9393162;3;160;326;5;25;350;continuous
582_fri_c1_500_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401088152420579;test;0.9393162;3;160;326;5;25;350;continuous
607_fri_c4_1000_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124184938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820575054648839;train;0.48204315;3;72;150;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124184938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87008228761194;test;0.48204315;3;72;150;5;50;700;continuous
hypothyroid;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868014307480466;train;2.09896565;20;244;528;8;20;2215;binomial
hypothyroid;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785300553481787;test;2.09896565;20;244;528;8;20;2215;binomial
glass2;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708989104116223;train;0.617685165;10;9;184;3;9;115;binomial
glass2;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742857142857143;test;0.617685165;10;9;184;3;9;115;binomial
horse_colic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854181465934776;train;0.27807499;3;65;174;2;22;258;binomial
horse_colic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81954754330152;test;0.27807499;3;65;174;2;22;258;binomial
210_cloud;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.340435856618729;train;0.978640023333333;3;160;326;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.375642946217199;test;0.978640023333333;3;160;326;5;5;76;continuous
contraceptive;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.723223671097802;train;1.54812054666667;3;9;62;9;9;1032;multinomial
contraceptive;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678864054888645;test;1.54812054666667;3;9;62;9;9;1032;multinomial
heart_c;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946476360392507;train;0.88471129;3;160;326;12;13;213;binomial
heart_c;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909450766947056;test;0.88471129;3;160;326;12;13;213;binomial
227_cpu_small;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125110137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.184895446941081;train;1.47854978835;5;184;378;12;12;5735;continuous
227_cpu_small;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125110137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.192005289217481;test;1.47854978835;5;184;378;12;12;5735;continuous
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294_satellite_image;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294275647349654;test;5.165333555;15;272;574;15;25;4505;continuous
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624_fri_c0_100_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.507792014010263;train;0.167223613333333;3;10;76;5;5;70;continuous
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659_sleuth_ex1714;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.383952277420035;train;0.594626858333333;3;160;326;1;1;33;continuous
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218_house_8L;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318249222985429;train;24.604801015;14;371;770;8;8;15949;continuous
218_house_8L;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365329015285295;test;24.604801015;14;371;770;8;8;15949;continuous
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analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92;test;1.41635259;8;260;536;6;7;68;binomial
glass2;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839622641509434;train;1.03562785;18;36;786;9;9;115;binomial
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596_fri_c2_250_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794275308707332;test;1.70937315666667;6;220;452;5;5;175;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812343543803193;train;1.97196336666667;7;240;494;6;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79278588157086;test;1.97196336666667;7;240;494;6;10;350;continuous
604_fri_c4_500_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863836605985076;train;1.07390039166667;6;20;248;5;10;350;continuous
604_fri_c4_500_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818671909741006;test;1.07390039166667;6;20;248;5;10;350;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126091133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996628131021195;train;0.147147726666667;3;4;30;4;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126091133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.147147726666667;3;4;30;4;4;185;binomial
606_fri_c2_1000_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804857031169013;train;0.42233665;9;50;418;7;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789998516329176;test;0.42233665;9;50;418;7;10;700;continuous
analcatdata_boxing1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.61598440545809;train;0.148817883333333;6;3;42;1;3;84;binomial
analcatdata_boxing1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.579365079365079;test;0.148817883333333;6;3;42;1;3;84;binomial
602_fri_c3_250_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.329300759506618;train;2.63549215831667;15;368;766;3;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466600791563813;test;2.63549215831667;15;368;766;3;9;175;continuous
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645_fri_c3_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125143456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807725611355811;train;3.582046485;11;100;486;42;50;350;continuous
645_fri_c3_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125143456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839501148467024;test;3.582046485;11;100;486;42;50;350;continuous
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623_fri_c4_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829856046191649;test;0.120290535;3;50;166;4;10;700;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917343888437695;train;3.01115051331667;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917483903192372;test;3.01115051331667;3;18;122;9;9;81648;continuous
192_vineyard;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.586122152257792;train;0.100888878333333;5;4;48;1;2;37;continuous
192_vineyard;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.640800904244956;test;0.100888878333333;5;4;48;1;2;37;continuous
562_cpu_small;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.187264874006439;train;1.91492059498333;6;204;420;12;12;5735;continuous
562_cpu_small;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.187508225958957;test;1.91492059498333;6;204;420;12;12;5735;continuous
586_fri_c3_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793814438162307;train;0.176106828333333;3;85;176;10;25;700;continuous
586_fri_c3_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872542977631968;test;0.176106828333333;3;85;176;10;25;700;continuous
wine_quality_white;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.734233790007105;train;4.83775165;9;216;450;11;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638129356391979;test;4.83775165;9;216;450;11;11;3429;multinomial
653_fri_c0_250_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373681915804127;train;1.44693316166667;6;220;452;20;25;175;continuous
653_fri_c0_250_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.583957983146611;test;1.44693316166667;6;220;452;20;25;175;continuous
contraceptive;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124191525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.807755686918471;train;3.03804165166667;12;340;704;4;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124191525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.7292477558871;test;3.03804165166667;12;340;704;4;9;1032;multinomial
pima;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124204025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946144916911046;train;0.685072;3;160;326;5;8;538;binomial
pima;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124204025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840886618325643;test;0.685072;3;160;326;5;8;538;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.588115118138213;train;3.84453801333333;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.510435047155461;test;3.84453801333333;20;500;1040;1;1;849;binomial
621_fri_c0_100_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481365126611915;train;1.51964205666667;6;204;420;7;10;70;continuous
621_fri_c0_100_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125185756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516643524506353;test;1.51964205666667;6;204;420;7;10;70;continuous
analcatdata_lawsuit;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0923135833333333;3;16;104;2;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99;test;0.0923135833333333;3;16;104;2;4;185;binomial
666_rmftsa_ladata;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.546522893721405;train;4.32374147;20;20;780;7;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.648716985435201;test;4.32374147;20;20;780;7;10;356;continuous
penguins;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125131518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.286583676666667;3;7;46;6;7;241;multinomial
penguins;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125131518_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.286583676666667;3;7;46;6;7;241;multinomial
dermatology;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999765138521918;train;0.753583893333333;3;160;326;26;26;257;multinomial
dermatology;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997989417989418;test;0.753583893333333;3;160;326;26;26;257;multinomial
tae;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860254372019078;train;3.15823737833333;20;443;926;4;4;106;multinomial
tae;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.776296296296296;test;3.15823737833333;20;443;926;4;4;106;multinomial
573_cpu_act;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.102534995303385;train;10.33239840165;13;312;650;8;17;5735;continuous
573_cpu_act;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125115408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.134452855437821;test;10.33239840165;13;312;650;8;17;5735;continuous
cleve;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933719892952721;train;2.339403865;10;13;242;12;13;213;binomial
cleve;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927263730826324;test;2.339403865;10;13;242;12;13;213;binomial
344_mv;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0154200479510635;train;31.1267287016667;4;180;368;5;9;28538;continuous
344_mv;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0171832771215418;test;31.1267287016667;4;180;368;5;9;28538;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.92682055466684;train;0.14968205;3;25;166;2;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.952493408087765;test;0.14968205;3;25;166;2;5;70;continuous
diabetes;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125102353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842672849784473;train;1.417253965;15;8;246;8;8;538;binomial
diabetes;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125102353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832496613275958;test;1.417253965;15;8;246;8;8;538;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967105263157895;train;0.069706975;3;3;24;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851851851851852;test;0.069706975;3;3;24;2;3;35;binomial
heart_h;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937377690802348;train;1.66545870333333;11;12;268;11;12;206;binomial
heart_h;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948760330578512;test;1.66545870333333;11;12;268;11;12;206;binomial
mnist;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984208674489073;train;42.5386900516667;2;45;94;246;525;49000;multinomial
mnist;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981856977788464;test;42.5386900516667;2;45;94;246;525;49000;multinomial
218_house_8L;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.449232767666677;train;4.39191698;7;16;232;8;8;15949;continuous
218_house_8L;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439323973023658;test;4.39191698;7;16;232;8;8;15949;continuous
573_cpu_act;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.183166740063042;train;0.179874583333333;3;79;176;16;16;5735;continuous
573_cpu_act;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.187480534089689;test;0.179874583333333;3;79;176;16;16;5735;continuous
waveform_21;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969456698644255;train;0.49698583;7;21;250;21;21;3500;multinomial
waveform_21;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968176260991795;test;0.49698583;7;21;250;21;21;3500;multinomial
texture;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999734600553119;train;3.35219813333333;5;200;410;10;14;3850;multinomial
texture;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998250652177831;test;3.35219813333333;5;200;410;10;14;3850;multinomial
503_wind;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457132884125486;train;2.42245158333333;12;70;554;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453951206380209;test;2.42245158333333;12;70;554;14;14;4602;continuous
optdigits;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999766906993357;train;3.40400601833333;3;160;326;52;62;3934;multinomial
optdigits;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999310747680993;test;3.40400601833333;3;160;326;52;62;3934;multinomial
tokyo1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956582832512081;train;2.66228931166667;12;24;486;24;24;672;binomial
tokyo1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125121552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957026587086272;test;2.66228931166667;12;24;486;24;24;672;binomial
horse_colic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.896295321445022;train;0.841297236666667;13;88;594;3;22;258;binomial
horse_colic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874871794871795;test;0.841297236666667;13;88;594;3;22;258;binomial
617_fri_c3_500_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124201001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816597567285661;train;0.666818525;8;10;172;5;5;350;continuous
617_fri_c3_500_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124201001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849556262287102;test;0.666818525;8;10;172;5;5;350;continuous
bupa;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.648322743731639;train;0.661293605016667;3;160;326;1;5;242;binomial
bupa;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.586384439359268;test;0.661293605016667;3;160;326;1;5;242;binomial
shuttle;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856752175562684;train;34.60849369;3;160;326;7;8;40600;multinomial
shuttle;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851142380722589;test;34.60849369;3;160;326;7;8;40600;multinomial
allhypo;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124191433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976925539678117;train;6.90989285166667;20;385;812;9;25;2639;multinomial
allhypo;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124191433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949644427074983;test;6.90989285166667;20;385;812;9;25;2639;multinomial
658_fri_c3_250_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859615099679264;train;1.20507355833333;5;50;234;20;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793202580802895;test;1.20507355833333;5;50;234;20;25;175;continuous
654_fri_c0_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126093603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.52539903378883;train;0.990646783333333;6;20;256;7;10;350;continuous
654_fri_c0_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126093603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.54173193621224;test;0.990646783333333;6;20;256;7;10;350;continuous
glass;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886586845933124;train;2.62868007501667;10;9;184;5;9;144;multinomial
glass;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.752208569628229;test;2.62868007501667;10;9;184;5;9;144;multinomial
tokyo1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974432006987762;train;1.34631804666667;3;160;326;22;22;672;binomial
tokyo1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960227889310906;test;1.34631804666667;3;160;326;22;22;672;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997011952191235;train;0.576984238316667;3;160;326;14;22;399;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998083726415094;test;0.576984238316667;3;160;326;14;22;399;binomial
583_fri_c1_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124202723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211379123537898;train;1.51446598333333;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124202723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333630022816531;test;1.51446598333333;3;160;326;5;50;700;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126103130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.762719499713927;train;1.032193725;9;20;368;7;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126103130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897265745392847;test;1.032193725;9;20;368;7;10;70;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125152326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661112425076254;train;25.7267259066833;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125152326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.66174540793245;test;25.7267259066833;3;20;134;10;10;700000;continuous
collins;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126112021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997862553348545;train;8.94681328833333;3;20;110;2;20;340;multinomial
collins;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126112021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999010545484904;test;8.94681328833333;3;20;110;2;20;340;multinomial
waveform_21;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956784078160325;train;0.4512095;7;21;262;15;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954235709537965;test;0.4512095;7;21;262;15;21;3500;multinomial
616_fri_c4_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876473873136234;train;0.626807133333333;3;72;150;3;50;350;continuous
616_fri_c4_500_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.933785861222223;test;0.626807133333333;3;72;150;3;50;350;continuous
mfeat_karhunen;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998777595848417;train;2.15661571166667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996205063930305;test;2.15661571166667;3;160;326;64;64;1400;multinomial
heart_c;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924754683318466;train;0.928700748333333;12;52;544;5;13;213;binomial
heart_c;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890153389411183;test;0.928700748333333;12;52;544;5;13;213;binomial
647_fri_c1_250_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301279258931611;train;1.363477645;6;220;452;3;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397557338937804;test;1.363477645;6;220;452;3;10;175;continuous
sleep;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.590571926034915;train;38.69198919;1;13;36;9;13;74136;multinomial
sleep;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082407_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.588739232459467;test;38.69198919;1;13;36;9;13;74136;multinomial
615_fri_c4_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.254434090018243;train;1.51710073166667;7;240;494;5;9;175;continuous
615_fri_c4_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463522069575051;test;1.51710073166667;7;240;494;5;9;175;continuous
1089_USCrime;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48152196245355;train;0.5937897;3;160;326;1;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466261424978019;test;0.5937897;3;160;326;1;3;33;continuous
analcatdata_creditscore;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997084548104956;train;0.206275885;5;6;70;3;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.206275885;5;6;70;3;6;70;binomial
satimage;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125182818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97254394173599;train;6.14310791333333;6;220;452;21;24;4505;multinomial
satimage;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125182818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973890067669262;test;6.14310791333333;6;220;452;21;24;4505;multinomial
665_sleuth_case2002;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125131058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.551484937016562;train;1.05664871833333;5;200;410;3;6;103;continuous
665_sleuth_case2002;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125131058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786677004075675;test;1.05664871833333;5;200;410;3;6;103;continuous
631_fri_c1_500_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858608204005668;train;0.829205616666667;8;10;172;5;5;350;continuous
631_fri_c1_500_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753152567374772;test;0.829205616666667;8;10;172;5;5;350;continuous
magic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834575858658995;train;2.66621055833333;3;160;326;9;9;13314;binomial
magic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.838266917554857;test;2.66621055833333;3;160;326;9;9;13314;binomial
pendigits;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998010065362285;train;0.679518701666667;3;16;92;16;16;7695;multinomial
pendigits;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161557_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998094922648485;test;0.679518701666667;3;16;92;16;16;7695;multinomial
648_fri_c1_250_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.735356251646666;train;1.62770242835;7;100;318;18;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851786865008373;test;1.62770242835;7;100;318;18;50;175;continuous
allbp;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124173616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979541093372708;train;1.85115910166667;6;188;388;11;25;2641;multinomial
allbp;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124173616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974253495984822;test;1.85115910166667;6;188;388;11;25;2641;multinomial
Hill_Valley_with_noise;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.538510857980282;train;1.81076148166667;8;260;536;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113857_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.527291248555616;test;1.81076148166667;8;260;536;1;1;849;binomial
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653_fri_c0_250_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418202542169395;train;0.451476058333333;7;124;354;17;25;175;continuous
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analcatdata_japansolvent;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866071428571429;train;0.0698383900166667;3;3;24;3;3;37;binomial
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satimage;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978604568533855;train;27.877643685;3;27;118;27;27;4505;multinomial
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201_pol;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163981045473789;train;7.97391907833333;7;240;494;6;26;10500;continuous
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1089_USCrime;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125152714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.413826865284815;train;0.619554576666667;3;160;326;2;2;33;continuous
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225_puma8NH;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.75664327397679;train;2.07133694;10;16;336;4;8;5735;continuous
225_puma8NH;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125201737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743576314549476;test;2.07133694;10;16;336;4;8;5735;continuous
218_house_8L;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393801553977847;train;21.1958445666667;20;384;808;8;8;15949;continuous
218_house_8L;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398481948793034;test;21.1958445666667;20;384;808;8;8;15949;continuous
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segmentation;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125183254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997213125784493;test;9.28066895833333;3;14;92;10;14;1617;multinomial
505_tecator;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0723830859766462;train;0.195815543333333;3;90;186;16;19;168;continuous
505_tecator;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0915428134571982;test;0.195815543333333;3;90;186;16;19;168;continuous
623_fri_c4_1000_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820902462688048;train;0.830520368333333;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815895622124658;test;0.830520368333333;3;160;326;5;10;700;continuous
601_fri_c1_250_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125202022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821492914591576;train;0.38457212;5;10;112;4;5;175;continuous
601_fri_c1_250_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125202022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76743548649385;test;0.38457212;5;10;112;4;5;175;continuous
218_house_8L;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457038395684107;train;0.392187663333333;7;40;334;8;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446090190274752;test;0.392187663333333;7;40;334;8;8;15949;continuous
294_satellite_image;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32091160937283;train;4.42009842;3;160;326;26;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350797261012279;test;4.42009842;3;160;326;26;26;4505;continuous
522_pm10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829247229414269;train;0.41795673;7;35;334;7;7;350;continuous
522_pm10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858428376520581;test;0.41795673;7;35;334;7;7;350;continuous
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crx;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906213704994193;test;2.93803636668333;12;13;318;8;13;483;binomial
598_fri_c0_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125152209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505722692932796;train;1.388051575;10;220;460;13;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125152209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564160685374099;test;1.388051575;10;220;460;13;25;700;continuous
cleveland;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666426145297113;train;4.40334783666667;7;13;176;5;13;213;multinomial
cleveland;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.588572551662174;test;4.40334783666667;7;13;176;5;13;213;multinomial
597_fri_c2_500_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81132424635449;train;0.335287735;3;10;72;5;5;350;continuous
597_fri_c2_500_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881794766889422;test;0.335287735;3;10;72;5;5;350;continuous
mfeat_karhunen;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99900605420968;train;18.213791975;3;57;138;24;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996506241001545;test;18.213791975;3;57;138;24;64;1400;multinomial
643_fri_c2_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857338725961791;train;0.609964745;3;50;150;17;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881501428465474;test;0.609964745;3;50;150;17;25;350;continuous
analcatdata_cyyoung8092;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919441460794844;train;0.20111372;3;7;52;3;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933333333333333;test;0.20111372;3;7;52;3;7;68;binomial
574_house_16H;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350220363022197;train;30.2347729016667;8;260;536;14;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396051526060444;test;30.2347729016667;8;260;536;14;15;15949;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125143611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769184468489025;train;0.399213055;6;10;136;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125143611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.996124253642448;test;0.399213055;6;10;136;5;5;70;continuous
537_houses;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.637256194035342;train;1.943149645;3;160;326;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.634434525221703;test;1.943149645;3;160;326;5;5;14448;continuous
192_vineyard;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126105419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.584805466381747;train;0.0819541866666667;3;4;32;2;2;37;continuous
192_vineyard;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126105419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.65101479949447;test;0.0819541866666667;3;4;32;2;2;37;continuous
analcatdata_germangss;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731156028036935;train;2.193758495;8;260;536;3;5;280;multinomial
analcatdata_germangss;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.707431333389348;test;2.193758495;8;260;536;3;5;280;multinomial
695_chatfield_4;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331010840510934;train;0.390165558333333;3;10;72;1;5;165;continuous
695_chatfield_4;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125171141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316791396283915;test;0.390165558333333;3;10;72;1;5;165;continuous
537_houses;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.526820151085252;train;6.26732566833333;3;160;326;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.546106560307551;test;6.26732566833333;3;160;326;5;5;14448;continuous
crx;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918333908244222;train;0.156882433333333;3;46;166;5;13;483;binomial
crx;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908246225319396;test;0.156882433333333;3;46;166;5;13;483;binomial
vowel;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946593479784825;train;0.162444311666667;3;13;90;5;13;693;multinomial
vowel;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943610942020963;test;0.162444311666667;3;13;90;5;13;693;multinomial
breast_cancer_wisconsin;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990605146979649;train;0.199550695;3;60;166;2;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981132075471698;test;0.199550695;3;60;166;2;22;399;binomial
glass;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935431908612502;train;1.87642331666667;6;9;118;6;9;144;multinomial
glass;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867100463373755;test;1.87642331666667;6;9;118;6;9;144;multinomial
prnn_crabs;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996323529411765;train;0.574914333316667;3;160;326;2;3;140;binomial
prnn_crabs;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922991071428571;test;0.574914333316667;3;160;326;2;3;140;binomial
634_fri_c2_100_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77278833094206;train;0.866594861666667;14;45;638;3;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800420358157648;test;0.866594861666667;14;45;638;3;9;70;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852056991498946;train;0.739518236666667;11;125;522;8;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.737760045496081;test;0.739518236666667;11;125;522;8;25;175;continuous
waveform_21;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125110526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969818006428727;train;2.50821151668333;5;200;410;20;21;3500;multinomial
waveform_21;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125110526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969071407678035;test;2.50821151668333;5;200;410;20;21;3500;multinomial
561_cpu;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.150391116244273;train;0.657091931666667;12;35;544;5;7;147;continuous
561_cpu;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.129558876648755;test;0.657091931666667;12;35;544;5;7;147;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810310802109291;train;0.863747015;3;160;326;10;10;700;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839259458801477;test;0.863747015;3;160;326;10;10;700;continuous
695_chatfield_4;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.354627449352115;train;1.567419295;6;220;452;3;10;165;continuous
695_chatfield_4;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.358628236199638;test;1.567419295;6;220;452;3;10;165;continuous
574_house_16H;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494693654763523;train;0.629505048333333;8;75;386;14;15;15949;continuous
574_house_16H;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485767057849875;test;0.629505048333333;8;75;386;14;15;15949;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837627049637483;train;1.02858102333333;3;72;150;6;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846759319693034;test;1.02858102333333;3;72;150;6;100;700;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125104347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337327875816728;train;0.99159759;5;200;410;6;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125104347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410659341049449;test;0.99159759;5;200;410;6;10;175;continuous
hepatitis;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975108225108225;train;0.640289591666667;3;160;326;7;19;109;binomial
hepatitis;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.807792207792208;test;0.640289591666667;3;160;326;7;19;109;binomial
706_sleuth_case1202;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476911178434827;train;0.621725933316667;8;12;212;4;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603709830228809;test;0.621725933316667;8;12;212;4;6;66;continuous
allbp;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980906296198392;train;2.94203605333333;9;232;482;17;25;2641;multinomial
allbp;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973996704088476;test;2.94203605333333;9;232;482;17;25;2641;multinomial
603_fri_c0_250_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.384575241392142;train;1.70003351833333;7;240;494;44;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.676974268681464;test;1.70003351833333;7;240;494;44;50;175;continuous
adult;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898065949893624;train;3.32336453;9;48;418;9;12;34190;binomial
adult;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894060767511481;test;3.32336453;9;48;418;9;12;34190;binomial
waveform_40;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969787808313567;train;1.15936489333333;11;40;472;29;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971638875983274;test;1.15936489333333;11;40;472;29;40;3500;multinomial
saheart;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775240828038533;train;1.38537757666667;10;9;186;8;9;324;binomial
saheart;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845109378928841;test;1.38537757666667;10;9;186;8;9;324;binomial
601_fri_c1_250_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815550081079503;train;0.215884516666667;5;25;240;4;5;175;continuous
601_fri_c1_250_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.751764370179223;test;0.215884516666667;5;25;240;4;5;175;continuous
collins;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997276786491698;train;15.1464521983333;5;20;176;2;20;340;multinomial
collins;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126093136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998081990473295;test;15.1464521983333;5;20;176;2;20;340;multinomial
658_fri_c3_250_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827891777127992;train;0.152912753333333;3;90;186;13;24;175;continuous
658_fri_c3_250_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838682973028618;test;0.152912753333333;3;90;186;13;24;175;continuous
mfeat_factors;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998462447167538;train;3.18104473166667;3;160;326;134;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998121879937741;test;3.18104473166667;3;160;326;134;135;1400;multinomial
562_cpu_small;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.399990764072349;train;2.15943715333333;5;200;410;10;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.419724428130148;test;2.15943715333333;5;200;410;10;12;5735;continuous
mfeat_morphological;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917444557436633;train;0.685578594983333;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911639030779876;test;0.685578594983333;3;2;16;2;2;1400;multinomial
602_fri_c3_250_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814356355433722;train;0.271950528333333;6;45;292;6;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83044882425861;test;0.271950528333333;6;45;292;6;9;175;continuous
547_no2;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126102858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.619841259172154;train;0.893841065;7;14;178;7;7;350;continuous
547_no2;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126102858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.707061705165727;test;0.893841065;7;14;178;7;7;350;continuous
analcatdata_creditscore;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989795918367347;train;0.156150578333333;3;6;42;6;6;70;binomial
analcatdata_creditscore;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.156150578333333;3;6;42;6;6;70;binomial
ring;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818990976717519;train;1.75128291833333;3;20;104;20;20;5180;binomial
ring;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.809413563323155;test;1.75128291833333;3;20;104;20;20;5180;binomial
satimage;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989710463826111;train;3.61624547333333;3;160;326;25;25;4505;multinomial
satimage;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9853840126075;test;3.61624547333333;3;160;326;25;25;4505;multinomial
analcatdata_boxing2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901727357609711;train;0.597534955;3;160;326;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855263157894737;test;0.597534955;3;160;326;1;3;93;binomial
iris;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992901992901993;train;0.127414926666667;3;3;24;1;3;105;multinomial
iris;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993966817496229;test;0.127414926666667;3;3;24;1;3;105;multinomial
cloud;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.27770338;6;220;452;1;7;76;multinomial
cloud;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939674523007856;test;1.27770338;6;220;452;1;7;76;multinomial
581_fri_c3_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836596311115313;train;0.209271875;3;90;186;5;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835383217322047;test;0.209271875;3;90;186;5;25;350;continuous
Hill_Valley_without_noise;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.386399973333333;3;128;262;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.386399973333333;3;128;262;1;1;849;binomial
590_fri_c0_1000_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482160941959637;train;0.832977696666667;3;72;150;44;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487729061125396;test;0.832977696666667;3;72;150;44;50;700;continuous
iris;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992901992901993;train;0.0297321933333333;3;3;24;1;3;105;multinomial
iris;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993966817496229;test;0.0297321933333333;3;3;24;1;3;105;multinomial
603_fri_c0_250_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452543882793493;train;0.449361876666667;6;150;312;19;50;175;continuous
603_fri_c0_250_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514718923711789;test;0.449361876666667;6;150;312;19;50;175;continuous
allhyper;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990973316865352;train;33.41186098835;6;25;242;24;25;2640;multinomial
allhyper;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924337207378609;test;33.41186098835;6;25;242;24;25;2640;multinomial
twonorm;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997989535926573;train;3.20681660665;3;20;104;20;20;5180;binomial
twonorm;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99789850314007;test;3.20681660665;3;20;104;20;20;5180;binomial
574_house_16H;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487270439620874;train;0.400810213333333;3;74;176;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468245556296457;test;0.400810213333333;3;74;176;15;15;15949;continuous
mfeat_karhunen;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.530114926666667;3;60;138;60;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984530051166808;test;0.530114926666667;3;60;138;60;64;1400;multinomial
analcatdata_creditscore;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.175573771666667;3;6;46;4;6;70;binomial
analcatdata_creditscore;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.175573771666667;3;6;46;4;6;70;binomial
195_auto_price;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.431052984455046;train;2.57187422666667;20;368;776;5;10;112;continuous
195_auto_price;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488653210167252;test;2.57187422666667;20;368;776;5;10;112;continuous
wine_recognition;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995530686936937;train;0.69968114;3;160;326;5;13;125;multinomial
wine_recognition;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987878787878788;test;0.69968114;3;160;326;5;13;125;multinomial
colic;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901530877010898;train;1.66034170833333;20;88;888;2;22;258;binomial
colic;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826155462184874;test;1.66034170833333;20;88;888;2;22;258;binomial
nikuradse_1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.193268096660366;train;0.0705015533333333;3;10;80;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.180485467715623;test;0.0705015533333333;3;10;80;2;2;254;continuous
titanic;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82023771337587;train;0.602209308333333;10;32;418;8;8;1545;binomial
titanic;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126090249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791757507198684;test;0.602209308333333;10;32;418;8;8;1545;binomial
coil2000;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747174054521755;train;15.7164815333333;20;234;880;14;59;6876;binomial
coil2000;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.646787840472051;test;15.7164815333333;20;234;880;14;59;6876;binomial
credit_a;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930401625959768;train;1.87248719833333;7;14;196;11;14;483;binomial
credit_a;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897142048670062;test;1.87248719833333;7;14;196;11;14;483;binomial
mnist;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99171259514514;train;30.4197356933333;1;26;54;653;658;49000;multinomial
mnist;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987703338161629;test;30.4197356933333;1;26;54;653;658;49000;multinomial
522_pm10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826764875243042;train;0.540312451683333;9;35;402;7;7;350;continuous
522_pm10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125095944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857298543447578;test;0.540312451683333;9;35;402;7;7;350;continuous
695_chatfield_4;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236084413882609;train;0.59206764;3;160;326;5;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382143491503828;test;0.59206764;3;160;326;5;10;165;continuous
659_sleuth_ex1714;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.405627121651747;train;0.98793391;6;204;420;2;2;33;continuous
659_sleuth_ex1714;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.356539861762165;test;0.98793391;6;204;420;2;2;33;continuous
spectf;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937903366474795;train;5.936205455;9;44;390;44;44;245;binomial
spectf;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84765625;test;5.936205455;9;44;390;44;44;245;binomial
penguins;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.676253896666667;3;160;326;7;7;241;multinomial
penguins;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.676253896666667;3;160;326;7;7;241;multinomial
allrep;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125152410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950427651703922;train;2.179718015;3;160;326;5;24;2641;multinomial
allrep;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125152410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925617403245088;test;2.179718015;3;160;326;5;24;2641;multinomial
churn;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85744679720079;train;1.33663535;0;5;10;5;15;3500;binomial
churn;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868823806384782;test;1.33663535;0;5;10;5;15;3500;binomial
agaricus_lepiota;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.741314625;3;160;326;20;20;5702;binomial
agaricus_lepiota;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125203950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.741314625;3;160;326;20;20;5702;binomial
584_fri_c4_500_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213462510138071;train;3.74711133333333;13;356;738;5;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299177800592458;test;3.74711133333333;13;356;738;5;24;350;continuous
cloud;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.129567845;6;220;452;2;5;76;multinomial
cloud;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748622134038801;test;1.129567845;6;220;452;2;5;76;multinomial
breast_cancer;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.743375507280974;train;0.538811323333333;3;9;62;9;9;201;binomial
breast_cancer;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126090924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686766623207301;test;0.538811323333333;3;9;62;9;9;201;binomial
228_elusage;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.392798840541182;train;0.881322263333333;6;188;388;1;1;39;continuous
228_elusage;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.438097443780285;test;0.881322263333333;6;188;388;1;1;39;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81756588456733;train;0.215945088333333;6;25;282;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848530143722755;test;0.215945088333333;6;25;282;5;5;350;continuous
vowel;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99936090939244;train;1.98261728;6;220;452;9;13;693;multinomial
vowel;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991072361443258;test;1.98261728;6;220;452;9;13;693;multinomial
allhyper;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942600894821002;train;2.69578672666667;11;288;598;18;25;2640;multinomial
allhyper;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889504117609213;test;2.69578672666667;11;288;598;18;25;2640;multinomial
analcatdata_authorship;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124190457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999992401793177;train;3.050981385;3;66;138;37;70;589;multinomial
analcatdata_authorship;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124190457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998248540142968;test;3.050981385;3;66;138;37;70;589;multinomial
574_house_16H;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475225381318318;train;7.54012033666667;13;344;714;14;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483669430326953;test;7.54012033666667;13;344;714;14;15;15949;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753515243210607;train;0.338672326666667;8;20;328;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00150602619686;test;0.338672326666667;8;20;328;4;4;70;continuous
601_fri_c1_250_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822929361215618;train;0.341295336666667;8;25;366;5;5;175;continuous
601_fri_c1_250_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756161649670663;test;0.341295336666667;8;25;366;5;5;175;continuous
cars;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.21244122333333;6;220;452;1;6;275;multinomial
cars;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989870509607352;test;1.21244122333333;6;220;452;1;6;275;multinomial
hepatitis;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887533875338754;train;1.18197514666667;14;76;636;10;19;109;binomial
hepatitis;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824390243902439;test;1.18197514666667;14;76;636;10;19;109;binomial
695_chatfield_4;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.316118851218652;train;0.906761503333333;3;160;326;5;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.368234961717454;test;0.906761503333333;3;160;326;5;9;165;continuous
706_sleuth_case1202;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.602246891680171;train;0.614363023333333;7;12;188;4;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.557305539330717;test;0.614363023333333;7;12;188;4;6;66;continuous
294_satellite_image;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450701202104722;train;1.22542263833333;3;160;326;21;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465180674872137;test;1.22542263833333;3;160;326;21;26;4505;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875042290764782;train;1.32816300333333;6;220;452;38;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847276957480044;test;1.32816300333333;6;220;452;38;50;350;continuous
prnn_fglass;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870674779541446;train;3.15864472333333;20;493;1026;3;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840357142857143;test;3.15864472333333;20;493;1026;3;9;144;multinomial
612_fri_c1_1000_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830375096746056;train;0.340446981683333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095956_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.890729152961806;test;0.340446981683333;3;10;72;5;5;700;continuous
breast;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989660672056316;train;0.845299558333333;3;160;326;2;10;490;binomial
breast;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953956834532374;test;0.845299558333333;3;160;326;2;10;490;binomial
lupus;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124183343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875;train;0.041982505;3;2;16;1;2;61;binomial
lupus;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124183343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793939393939394;test;0.041982505;3;2;16;1;2;61;binomial
irish;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90667957088022;train;0.619404351666667;11;4;94;3;4;350;binomial
irish;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805084745762712;test;0.619404351666667;11;4;94;3;4;350;binomial
230_machine_cpu;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.262304460997859;train;0.334743961666667;8;30;376;6;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.295383768066724;test;0.334743961666667;8;30;376;6;6;147;continuous
617_fri_c3_500_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126105500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834628997267537;train;0.259339228333333;8;20;350;4;4;350;continuous
617_fri_c3_500_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126105500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.905486070869163;test;0.259339228333333;8;20;350;4;4;350;continuous
saheart;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.769624923139988;train;1.13025646666667;6;212;436;9;9;324;binomial
saheart;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832285642444053;test;1.13025646666667;6;212;436;9;9;324;binomial
654_fri_c0_500_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524670570949781;train;1.64044046833333;8;20;330;10;10;350;continuous
654_fri_c0_500_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.546942951933607;test;1.64044046833333;8;20;330;10;10;350;continuous
haberman;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690841687552214;train;0.100968061666667;5;3;36;2;3;215;binomial
haberman;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.756468797564688;test;0.100968061666667;5;3;36;2;3;215;binomial
cars;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861022158481933;train;2.19463152166667;11;7;162;7;7;275;multinomial
cars;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863626613626614;test;2.19463152166667;11;7;162;7;7;275;multinomial
593_fri_c1_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141431924916665;train;4.15018007168333;13;280;586;6;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3028758350887;test;4.15018007168333;13;280;586;6;10;700;continuous
appendicitis;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858313817330211;train;0.463268933333333;12;16;392;2;4;75;binomial
appendicitis;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857142857142857;test;0.463268933333333;12;16;392;2;4;75;binomial
credit_a;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916885427100964;train;0.399870768333333;6;52;292;5;13;483;binomial
credit_a;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124193312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913078992888718;test;0.399870768333333;6;52;292;5;13;483;binomial
695_chatfield_4;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.37164176173288;train;1.38401803333333;5;200;410;6;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.339568583056992;test;1.38401803333333;5;200;410;6;10;165;continuous
mfeat_morphological;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916269181278958;train;2.01070239666667;6;204;420;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915800859900631;test;2.01070239666667;6;204;420;2;2;1400;multinomial
560_bodyfat;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0241095972017455;train;0.755270503333333;3;160;326;11;13;177;continuous
560_bodyfat;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0625660932982994;test;0.755270503333333;3;160;326;11;13;177;continuous
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545205327413984;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.514631777062716;test;;-Inf;-Inf;;1;1;849;binomial
192_vineyard;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457617761101312;train;0.59322016;3;160;326;2;2;37;continuous
192_vineyard;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.98052902235272;test;0.59322016;3;160;326;2;2;37;continuous
pendigits;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997535771564482;train;558.412553028333;1;16;42;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163701_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997704444717061;test;558.412553028333;1;16;42;16;16;7695;multinomial
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825748375737485;train;0.672242178333333;12;201;436;8;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862165117127599;test;0.672242178333333;12;201;436;8;50;700;continuous
505_tecator;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0597395252813001;train;1.60855027501667;8;260;536;8;18;168;continuous
505_tecator;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0925976650294411;test;1.60855027501667;8;260;536;8;18;168;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24373960906653;train;1.51526435833333;11;288;598;4;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202529_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369482502001304;test;1.51526435833333;11;288;598;4;4;175;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.284921413307427;train;0.976038431666667;3;160;326;2;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.124037096271004;test;0.976038431666667;3;160;326;2;3;333;continuous
glass2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997252747252747;train;1.435763775;9;280;578;8;9;115;binomial
glass2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946180555555556;test;1.435763775;9;280;578;8;9;115;binomial
192_vineyard;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.57865333296918;train;0.064670405;3;10;80;1;2;37;continuous
192_vineyard;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512584928892808;test;0.064670405;3;10;80;1;2;37;continuous
analcatdata_asbestos;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92183908045977;train;0.147746226666667;7;3;48;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7265625;test;0.147746226666667;7;3;48;3;3;59;binomial
627_fri_c2_500_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822082394045893;train;1.45030986666667;7;20;286;10;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831352075013186;test;1.45030986666667;7;20;286;10;10;350;continuous
sonar;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984037558685446;train;0.912568145;3;160;326;60;60;146;binomial
sonar;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947649572649573;test;0.912568145;3;160;326;60;60;146;binomial
prnn_synth;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953333333333333;train;0.0609692416666667;3;8;64;2;2;175;binomial
prnn_synth;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898571428571429;test;0.0609692416666667;3;8;64;2;2;175;binomial
1191_BNG_pbc;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782650720593989;train;2.10497633166667;3;81;176;18;18;700000;continuous
1191_BNG_pbc;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781925669658658;test;2.10497633166667;3;81;176;18;18;700000;continuous
tae;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.697285941403588;train;0.131261126666667;9;5;98;4;5;106;multinomial
tae;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742962962962963;test;0.131261126666667;9;5;98;4;5;106;multinomial
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608687392595282;train;5.89886873166667;6;18;174;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608833878153707;test;5.89886873166667;6;18;174;9;9;21773;continuous
609_fri_c0_1000_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459203482933184;train;0.289756686666667;8;25;366;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.524936741237643;test;0.289756686666667;8;25;366;5;5;700;continuous
profb;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.659442183582028;train;0.334356556666667;7;36;326;1;9;471;binomial
profb;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648049837486457;test;0.334356556666667;7;36;326;1;9;471;binomial
560_bodyfat;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124182243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0695537669469825;train;0.714968721666667;3;160;326;10;14;177;continuous
560_bodyfat;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124182243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0669817055746516;test;0.714968721666667;3;160;326;10;14;177;continuous
sonar;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125133418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941032863849765;train;0.76458046665;3;160;326;60;60;146;binomial
sonar;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125133418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936965811965812;test;0.76458046665;3;160;326;60;60;146;binomial
analcatdata_boxing2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.745143385753932;train;0.520871075;3;160;326;3;3;93;binomial
analcatdata_boxing2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.522857142857143;test;0.520871075;3;160;326;3;3;93;binomial
344_mv;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124182536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.395466745470077;train;2.53657722833333;5;20;214;6;10;28538;continuous
344_mv;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124182536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.39441904030661;test;2.53657722833333;5;20;214;6;10;28538;continuous
sleep;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124180902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902695282164014;train;30.0125120366667;0;100;200;13;13;74136;multinomial
sleep;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124180902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896547511115887;test;30.0125120366667;0;100;200;13;13;74136;multinomial
623_fri_c4_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83455505068626;train;0.5455873;10;50;460;6;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799473527949243;test;0.5455873;10;50;460;6;10;700;continuous
segmentation;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997574074143658;train;3.76989797833333;7;224;462;9;13;1617;multinomial
segmentation;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997058348730432;test;3.76989797833333;7;224;462;9;13;1617;multinomial
allhyper;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98103585751628;train;2.09286088;20;25;782;17;25;2640;multinomial
allhyper;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805137364484007;test;2.09286088;20;25;782;17;25;2640;multinomial
spambase;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125181022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983941589991267;train;0.306624448333333;3;80;166;48;54;3221;binomial
spambase;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125181022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979790261207209;test;0.306624448333333;3;80;166;48;54;3221;binomial
nikuradse_2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814182405333279;train;0.726234856666667;3;160;326;1;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770765602742906;test;0.726234856666667;3;160;326;1;1;254;continuous
hungarian;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928012519561815;train;0.757390096666667;3;160;326;10;12;206;binomial
hungarian;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.850134770889488;test;0.757390096666667;3;160;326;10;12;206;binomial
heart_c;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947293447293447;train;0.840963613333333;12;52;544;10;13;213;binomial
heart_c;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87202380952381;test;0.840963613333333;12;52;544;10;13;213;binomial
glass;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996215238245539;train;0.649009396666667;3;160;326;8;9;144;multinomial
glass;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140711_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909861111111111;test;0.649009396666667;3;160;326;8;9;144;multinomial
analcatdata_germangss;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.79907736322641;train;0.838709696666667;8;5;84;3;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763467928614098;test;0.838709696666667;8;5;84;3;5;280;multinomial
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255663048234067;train;1.70594823833333;5;200;410;5;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313846421930012;test;1.70594823833333;5;200;410;5;50;700;continuous
colic;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964452516865594;train;2.18616000666667;9;280;578;19;22;258;binomial
colic;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.838935574229692;test;2.18616000666667;9;280;578;19;22;258;binomial
227_cpu_small;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315042299020731;train;0.452474381666667;7;60;344;3;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318121724018366;test;0.452474381666667;7;60;344;3;12;5735;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413459124234145;train;0.584040116666667;3;160;326;5;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125092434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.780775979281979;test;0.584040116666667;3;160;326;5;5;44;continuous
prnn_crabs;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996325780771586;train;0.121361476666667;3;4;30;4;4;140;binomial
prnn_crabs;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997775305895439;test;0.121361476666667;3;4;30;4;4;140;binomial
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849196151697119;train;0.209024961666667;3;90;186;5;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820027243428612;test;0.209024961666667;3;90;186;5;50;700;continuous
228_elusage;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288232762867172;train;0.600517466666667;3;160;326;1;1;39;continuous
228_elusage;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524802894594715;test;0.600517466666667;3;160;326;1;1;39;continuous
dermatology;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126105340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.60015216666667;3;25;124;24;25;257;multinomial
dermatology;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126105340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997745614035088;test;3.60015216666667;3;25;124;24;25;257;multinomial
582_fri_c1_500_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822380964402098;train;1.89764713;9;50;402;4;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849252455635881;test;1.89764713;9;50;402;4;25;350;continuous
analcatdata_germangss;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825767772371033;train;0.856935305;7;5;76;4;5;280;multinomial
analcatdata_germangss;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.732179993585524;test;0.856935305;7;5;76;4;5;280;multinomial
heart_statlog;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949791280148423;train;0.650483875;3;160;326;11;13;189;binomial
heart_statlog;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826805385556916;test;0.650483875;3;160;326;11;13;189;binomial
606_fri_c2_1000_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805942553311794;train;0.743166341666667;3;20;134;10;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805635329636373;test;0.743166341666667;3;20;134;10;10;700;continuous
movement_libras;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976456353777608;train;10.9190898166667;3;21;112;19;21;252;multinomial
movement_libras;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920304817694274;test;10.9190898166667;3;21;112;19;21;252;multinomial
597_fri_c2_500_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228650423936334;train;0.717758245;3;160;326;5;5;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350386319067401;test;0.717758245;3;160;326;5;5;350;continuous
Hill_Valley_with_noise;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.54365704772475;train;1.49204063;7;240;494;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.514738024406533;test;1.49204063;7;240;494;1;1;849;binomial
621_fri_c0_100_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388033668273011;train;1.06055442166667;5;200;410;9;10;70;continuous
621_fri_c0_100_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.647403197429656;test;1.06055442166667;5;200;410;9;10;70;continuous
lupus;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84945054945055;train;0.0507704133333333;3;2;16;1;2;61;binomial
lupus;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875816993464052;test;0.0507704133333333;3;2;16;1;2;61;binomial
texture;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999984006945555;train;0.331795868333333;3;12;82;11;12;3850;multinomial
texture;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995535182968947;test;0.331795868333333;3;12;82;11;12;3850;multinomial
644_fri_c4_250_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809080635362597;train;0.885432521666667;3;160;326;9;25;175;continuous
644_fri_c4_250_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.87912286300269;test;0.885432521666667;3;160;326;9;25;175;continuous
601_fri_c1_250_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806326550811893;train;0.86908775;9;10;192;5;5;175;continuous
601_fri_c1_250_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786927031220027;test;0.86908775;9;10;192;5;5;175;continuous
sonar;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96509009009009;train;2.33699283;20;338;716;40;60;146;binomial
sonar;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832432432432433;test;2.33699283;20;338;716;40;60;146;binomial
backache;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.763649778652238;train;4.784208315;20;500;1040;18;31;126;binomial
backache;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741319444444445;test;4.784208315;20;500;1040;18;31;126;binomial
606_fri_c2_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793597408866404;train;1.55122994;7;20;288;6;10;700;continuous
606_fri_c2_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801441686642096;test;1.55122994;7;20;288;6;10;700;continuous
wine_recognition;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0687663983333333;3;13;86;6;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996212121212121;test;0.0687663983333333;3;13;86;6;13;125;multinomial
allhyper;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99569057605605;train;1.087034265;12;24;414;19;24;2640;multinomial
allhyper;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882035519125683;test;1.087034265;12;24;414;19;24;2640;multinomial
appendicitis;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868661257606491;train;0.47426852;14;16;400;1;4;75;binomial
appendicitis;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814814814814815;test;0.47426852;14;16;400;1;4;75;binomial
641_fri_c1_500_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833296096807935;train;0.621565093333333;5;20;208;3;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893402791911511;test;0.621565093333333;5;20;208;3;10;350;continuous
haberman;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.806748466257669;train;3.51792195333333;20;500;1040;2;3;215;binomial
haberman;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.649332591768632;test;3.51792195333333;20;500;1040;2;3;215;binomial
australian;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947065793141901;train;3.14902641835;12;14;332;13;14;483;binomial
australian;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917792792792793;test;3.14902641835;12;14;332;13;14;483;binomial
waveform_21;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969183670808343;train;3.90522005498333;8;260;536;19;21;3500;multinomial
waveform_21;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968711725914801;test;3.90522005498333;8;260;536;19;21;3500;multinomial
598_fri_c0_1000_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490819634935472;train;0.564943376666667;8;125;386;23;25;700;continuous
598_fri_c0_1000_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547576435410851;test;0.564943376666667;8;125;386;23;25;700;continuous
1191_BNG_pbc;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124201211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779563025505522;train;5.5648851;8;90;386;18;18;700000;continuous
1191_BNG_pbc;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124201211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780454521754802;test;5.5648851;8;90;386;18;18;700000;continuous
706_sleuth_case1202;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.586201436064945;train;0.287433885;6;30;302;2;6;66;continuous
706_sleuth_case1202;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494608677463327;test;0.287433885;6;30;302;2;6;66;continuous
spambase;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783062612228552;train;6.99527787;11;54;472;1;54;3221;binomial
spambase;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.773514459611596;test;6.99527787;11;54;472;1;54;3221;binomial
haberman;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124162324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977598566308244;train;3.30957773833333;18;460;956;3;3;215;binomial
haberman;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124162324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.630116959064328;test;3.30957773833333;18;460;956;3;3;215;binomial
coil2000;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.730749354005168;train;23.3783366116667;20;500;1040;7;59;6876;binomial
coil2000;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200131_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.723109969490309;test;23.3783366116667;20;500;1040;7;59;6876;binomial
651_fri_c0_100_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481959990009869;train;2.97342250333333;20;376;792;22;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492375521752443;test;2.97342250333333;20;376;792;22;25;70;continuous
621_fri_c0_100_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490043937552137;train;0.502277476666667;11;50;512;9;10;70;continuous
621_fri_c0_100_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.518978824238225;test;0.502277476666667;11;50;512;9;10;70;continuous
sonar;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970211161387632;train;0.276107435;3;84;174;34;60;146;binomial
sonar;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878787878787879;test;0.276107435;3;84;174;34;60;146;binomial
yeast;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878749942589017;train;0.411115721666667;11;8;184;7;8;1036;multinomial
yeast;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124193203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859835611876865;test;0.411115721666667;11;8;184;7;8;1036;multinomial
allbp;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980229678426703;train;3.09111772665;15;266;562;15;25;2641;multinomial
allbp;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984948350292939;test;3.09111772665;15;266;562;15;25;2641;multinomial
spambase;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974919293907549;train;2.079297095;9;216;450;51;53;3221;binomial
spambase;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972520635310797;test;2.079297095;9;216;450;51;53;3221;binomial
597_fri_c2_500_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191716688718167;train;0.635885233333333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335109763392585;test;0.635885233333333;3;160;326;5;5;350;continuous
churn;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86619148792187;train;1.477231295;16;60;712;9;15;3500;binomial
churn;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8584311554079;test;1.477231295;16;60;712;9;15;3500;binomial
clean2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999753960483041;train;7.640793945;8;260;536;2;105;4619;binomial
clean2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999163102467765;test;7.640793945;8;260;536;2;105;4619;binomial
604_fri_c4_500_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845637221291384;train;1.26892305166667;7;20;294;7;10;350;continuous
604_fri_c4_500_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797462718517591;test;1.26892305166667;7;20;294;7;10;350;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897038916253709;train;0.397795401666667;8;50;386;1;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.903913829125438;test;0.397795401666667;8;50;386;1;10;70;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80210496507115;train;0.73435264;10;214;448;5;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875002148450542;test;0.73435264;10;214;448;5;50;350;continuous
tae;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746913156288156;train;0.0719678466666667;5;5;58;5;5;106;multinomial
tae;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.665661136249372;test;0.0719678466666667;5;5;58;5;5;106;multinomial
prnn_synth;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932156862745098;train;0.12038932;6;8;112;2;2;175;binomial
prnn_synth;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951428571428571;test;0.12038932;6;8;112;2;2;175;binomial
ionosphere;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933013669219208;train;1.71719032833333;20;128;888;17;32;246;binomial
ionosphere;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708267090620032;test;1.71719032833333;20;128;888;17;32;246;binomial
597_fri_c2_500_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229010102283303;train;1.290696625;7;240;494;5;5;350;continuous
597_fri_c2_500_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327386367256315;test;1.290696625;7;240;494;5;5;350;continuous
1196_BNG_pharynx;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662994021040204;train;239.137317818333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124154221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.66391054150296;test;239.137317818333;0;100;200;5;10;700000;continuous
659_sleuth_ex1714;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.37991888838873;train;0.139186353333333;7;10;158;1;2;33;continuous
659_sleuth_ex1714;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486212682579166;test;0.139186353333333;7;10;158;1;2;33;continuous
breast_w;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.299539673333333;5;32;242;7;8;490;binomial
breast_w;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982562854825628;test;0.299539673333333;5;32;242;7;8;490;binomial
584_fri_c4_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813332228773039;train;0.190626626666667;3;90;186;4;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804043511228028;test;0.190626626666667;3;90;186;4;25;350;continuous
new_thyroid;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998590713543985;train;0.0406344550166667;3;5;36;2;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0406344550166667;3;5;36;2;5;151;multinomial
tokyo1;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975675752656014;train;1.06796063666667;3;160;326;20;20;672;binomial
tokyo1;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968475311991319;test;1.06796063666667;3;160;326;20;20;672;binomial
auto;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881004048458317;train;6.531461045;14;21;472;20;21;142;multinomial
auto;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846591193082421;test;6.531461045;14;21;472;20;21;142;multinomial
movement_libras;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984446011715086;train;10.2308048616667;3;19;114;13;19;252;multinomial
movement_libras;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931157722348198;test;10.2308048616667;3;19;114;13;19;252;multinomial
228_elusage;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.413892589049441;train;0.683033991666667;3;160;326;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.398902028864523;test;0.683033991666667;3;160;326;1;1;39;continuous
197_cpu_act;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19212849825254;train;8.47419406666667;5;200;410;8;17;5735;continuous
197_cpu_act;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217264792939579;test;8.47419406666667;5;200;410;8;17;5735;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215747599096978;train;2.75871325166667;5;200;410;6;99;700;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125103542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291607762642587;test;2.75871325166667;5;200;410;6;99;700;continuous
nikuradse_1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.201089390815794;train;0.14381536;3;4;32;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.191185867521157;test;0.14381536;3;4;32;2;2;254;continuous
tokyo1;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976417451470306;train;0.718686231666667;3;160;326;14;21;672;binomial
tokyo1;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983974358974359;test;0.718686231666667;3;160;326;14;21;672;binomial
spectf;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125124036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88949938949939;train;1.620251685;3;43;138;28;44;245;binomial
spectf;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125124036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932725694444444;test;1.620251685;3;43;138;28;44;245;binomial
calendarDOW;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988312724563047;train;2.68819503333333;20;346;732;11;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.799705612244898;test;2.68819503333333;20;346;732;11;13;280;multinomial
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813827158952472;train;1.03930576166667;10;230;480;37;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874079194466256;test;1.03930576166667;10;230;480;37;100;700;continuous
confidence;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962968073593074;train;0.893627175016667;5;200;410;1;1;51;multinomial
confidence;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924166666666667;test;0.893627175016667;5;200;410;1;1;51;multinomial
602_fri_c3_250_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842896664112491;train;0.402256403333333;9;45;418;4;9;175;continuous
602_fri_c3_250_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848473261347518;test;0.402256403333333;9;45;418;4;9;175;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.716172489983478;train;3.172074305;9;18;336;7;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.70730909057558;test;3.172074305;9;18;336;7;9;12248;continuous
contraceptive;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719466991177589;train;2.67645429666667;11;320;662;3;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125165657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710529732830202;test;2.67645429666667;11;320;662;3;9;1032;multinomial
analcatdata_boxing2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.752801120448179;train;0.594181504983333;3;160;326;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.542105263157895;test;0.594181504983333;3;160;326;1;3;93;binomial
649_fri_c0_500_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266490259104251;train;0.857184243333333;3;160;326;5;5;350;continuous
649_fri_c0_500_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387185615950499;test;0.857184243333333;3;160;326;5;5;350;continuous
mfeat_zernike;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987327071357283;train;2.20331862666667;3;160;326;32;32;1400;multinomial
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collins;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99747996394631;train;10.5789339716667;3;20;112;3;20;340;multinomial
collins;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992428244058679;test;10.5789339716667;3;20;112;3;20;340;multinomial
651_fri_c0_100_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357048453799498;train;1.59560556666667;5;200;410;21;25;70;continuous
651_fri_c0_100_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.714183802014901;test;1.59560556666667;5;200;410;21;25;70;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323835075334813;train;2.38857002666667;14;332;692;5;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.407881143417137;test;2.38857002666667;14;332;692;5;50;350;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197553327652242;train;4.631911755;13;290;606;5;25;700;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286663086747115;test;4.631911755;13;290;606;5;25;700;continuous
564_fried;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31311190250677;train;30.3022986116667;2;140;284;9;10;28538;continuous
564_fried;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328622879282515;test;30.3022986116667;2;140;284;9;10;28538;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823920155297752;train;1.07793623666667;7;20;292;5;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.748545344223183;test;1.07793623666667;7;20;292;5;10;175;continuous
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562_cpu_small;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.317505895764891;train;1.68530593166667;5;24;188;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336526469749447;test;1.68530593166667;5;24;188;3;12;5735;continuous
colic;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888259559979047;train;3.35888695333333;10;22;366;2;22;258;binomial
colic;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854511019283746;test;3.35888695333333;10;22;366;2;22;258;binomial
clean1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.881341158333333;3;50;106;10;88;334;binomial
clean1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.881341158333333;3;50;106;10;88;334;binomial
207_autoPrice;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.433365996234311;train;0.981873328333333;5;200;410;6;9;112;continuous
207_autoPrice;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.375830372601824;test;0.981873328333333;5;200;410;6;9;112;continuous
588_fri_c4_1000_100;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31529645868793;train;7.11566545166667;8;260;536;20;100;700;continuous
588_fri_c4_1000_100;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362092332269289;test;7.11566545166667;8;260;536;20;100;700;continuous
analcatdata_boxing1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638521634615385;train;0.0687116783333333;3;12;76;1;3;84;binomial
analcatdata_boxing1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.588461538461539;test;0.0687116783333333;3;12;76;1;3;84;binomial
591_fri_c1_100_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125183737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.767913014637004;train;0.265597313333333;5;45;260;6;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125183737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.95634847962879;test;0.265597313333333;5;45;260;6;9;70;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83173647575403;train;0.857329125;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802746355935548;test;0.857329125;3;160;326;5;25;700;continuous
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596_fri_c2_250_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79245662631139;train;0.108455761666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88175194955136;test;0.108455761666667;3;25;156;5;5;175;continuous
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230_machine_cpu;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.307283881010151;test;0.348389321683333;3;12;88;6;6;147;continuous
560_bodyfat;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0771108091910705;train;0.808598638333333;3;160;326;11;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.111674672293366;test;0.808598638333333;3;160;326;11;13;177;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376995210514924;train;8.47612329833333;13;360;746;36;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.494191304491793;test;8.47612329833333;13;360;746;36;71;742;continuous
616_fri_c4_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229433201872432;train;2.30902288333333;9;280;578;4;49;350;continuous
616_fri_c4_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342172839671201;test;2.30902288333333;9;280;578;4;49;350;continuous
analcatdata_boxing2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680436847103514;train;0.696821898333333;3;160;326;1;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.717914438502674;test;0.696821898333333;3;160;326;1;3;93;binomial
695_chatfield_4;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313149679846977;train;0.260018898333333;6;45;292;2;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.37435974857724;test;0.260018898333333;6;45;292;2;9;165;continuous
new_thyroid;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124180927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999111111111111;train;0.0377023466666667;3;5;36;3;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124180927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995061728395062;test;0.0377023466666667;3;5;36;3;5;151;multinomial
spambase;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977683411051083;train;1.94324349;5;200;410;53;54;3221;binomial
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irish;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.776219170865027;train;0.205901366666667;3;4;30;1;4;350;binomial
irish;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816091954022989;test;0.205901366666667;3;4;30;1;4;350;binomial
magic;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937107054105925;train;12.4344843883333;3;160;326;9;9;13314;binomial
magic;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124201035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91716714934985;test;12.4344843883333;3;160;326;9;9;13314;binomial
608_fri_c3_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832496180230096;train;0.119532223333333;3;50;166;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853789999461416;test;0.119532223333333;3;50;166;5;10;700;continuous
mfeat_karhunen;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124204532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99964901967261;train;2.09014006166667;3;160;326;18;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124204532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994376856099008;test;2.09014006166667;3;160;326;18;64;1400;multinomial
631_fri_c1_500_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802445803398435;train;0.390804413333333;3;10;72;5;5;350;continuous
631_fri_c1_500_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.877055822768551;test;0.390804413333333;3;10;72;5;5;350;continuous
195_auto_price;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.377486014892876;train;2.08392150166667;11;20;442;7;10;112;continuous
195_auto_price;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.415451586151496;test;2.08392150166667;11;20;442;7;10;112;continuous
fars;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880438593354847;train;63.3294067850167;0;100;200;10;21;70678;multinomial
fars;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125184431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898789450269704;test;63.3294067850167;0;100;200;10;21;70678;multinomial
621_fri_c0_100_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.549619999740996;train;0.421635818333333;7;20;296;9;10;70;continuous
621_fri_c0_100_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517310276128118;test;0.421635818333333;7;20;296;9;10;70;continuous
522_pm10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830006942842677;train;1.62443491833333;7;240;494;2;7;350;continuous
522_pm10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859248479964506;test;1.62443491833333;7;240;494;2;7;350;continuous
heart_statlog;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967035448182434;train;1.21099550166667;6;220;452;13;13;189;binomial
heart_statlog;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855444305381727;test;1.21099550166667;6;220;452;13;13;189;binomial
641_fri_c1_500_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847620445666193;train;1.04140564666667;3;160;326;5;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856094698917522;test;1.04140564666667;3;160;326;5;10;350;continuous
wdbc;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997682718943107;train;1.065016625;3;160;326;21;21;399;binomial
wdbc;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999393939393939;test;1.065016625;3;160;326;21;21;399;binomial
594_fri_c2_100_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471940206257357;train;0.522048678333333;3;160;326;2;5;70;continuous
594_fri_c2_100_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.86752594296046;test;0.522048678333333;3;160;326;2;5;70;continuous
texture;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125104938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999971243966577;train;37.13147719335;3;15;88;15;15;3850;multinomial
texture;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125104938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999813960793192;test;37.13147719335;3;15;88;15;15;3850;multinomial
dis;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685857516502678;train;3.69533951333333;5;24;186;3;24;2641;binomial
dis;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.707335907335907;test;3.69533951333333;5;24;186;3;24;2641;binomial
analcatdata_cyyoung9302;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968195266272189;train;3.63578806333333;20;500;1040;3;7;65;binomial
analcatdata_cyyoung9302;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.757936507936508;test;3.63578806333333;20;500;1040;3;7;65;binomial
nikuradse_2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124191843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.109415352308696;train;0.505201923333333;3;160;326;1;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124191843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159322402250212;test;0.505201923333333;3;160;326;1;1;254;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223012895290485;train;5.41785879166667;8;260;536;10;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300623109427195;test;5.41785879166667;8;260;536;10;50;700;continuous
profb;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.66776626793275;train;0.389458283333333;7;36;326;2;9;471;binomial
profb;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.646045503791983;test;0.389458283333333;7;36;326;2;9;471;binomial
allbp;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981668568360001;train;2.50695484166667;7;208;430;23;25;2641;multinomial
allbp;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989085466132182;test;2.50695484166667;7;208;430;23;25;2641;multinomial
australian;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921873912135348;train;0.988369576666667;8;14;212;5;14;483;binomial
australian;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144900_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933176691729323;test;0.988369576666667;8;14;212;5;14;483;binomial
analcatdata_authorship;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999910755417068;train;1.01093724166667;3;160;326;70;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999865156418555;test;1.01093724166667;3;160;326;70;70;589;multinomial
vowel;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969134854560762;train;0.649945471666667;9;13;234;11;13;693;multinomial
vowel;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967066437786573;test;0.649945471666667;9;13;234;11;13;693;multinomial
210_cloud;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160117004462075;train;1.30862216166667;6;220;452;4;5;76;continuous
210_cloud;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342310383241781;test;1.30862216166667;6;220;452;4;5;76;continuous
228_elusage;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357844076516941;train;0.0419236616666667;3;5;40;1;1;39;continuous
228_elusage;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.442596465417875;test;0.0419236616666667;3;5;40;1;1;39;continuous
phoneme;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803897042510135;train;1.17659347;12;5;126;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799370442167451;test;1.17659347;12;5;126;5;5;3783;binomial
651_fri_c0_100_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126103849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.467203649862593;train;2.38702004998333;12;340;704;16;25;70;continuous
651_fri_c0_100_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126103849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.850450904475922;test;2.38702004998333;12;340;704;16;25;70;continuous
pendigits;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998997249780292;train;5.35141314333333;3;160;326;14;16;7695;multinomial
pendigits;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998500751645947;test;5.35141314333333;3;160;326;14;16;7695;multinomial
tokyo1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974754811207003;train;0.791664951666667;3;160;326;21;21;672;binomial
tokyo1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95604991861096;test;0.791664951666667;3;160;326;21;21;672;binomial
633_fri_c0_500_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457829658737146;train;0.530017081666667;8;125;396;13;25;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.596959966450985;test;0.530017081666667;8;125;396;13;25;350;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219830016517157;train;2.699358165;14;348;724;5;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372752351568652;test;2.699358165;14;348;724;5;10;175;continuous
cleveland;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.671824088920863;train;5.87546797;12;13;294;6;13;213;multinomial
cleveland;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.61881457771788;test;5.87546797;12;13;294;6;13;213;multinomial
603_fri_c0_250_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493932582266484;train;1.82726795166667;10;284;588;46;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.571670233236739;test;1.82726795166667;10;284;588;46;50;175;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824973167787008;train;0.225680588333333;5;50;250;5;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826506445382425;test;0.225680588333333;5;50;250;5;10;700;continuous
ecoli;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983637468748652;train;0.0431449833333333;3;6;44;6;6;229;multinomial
ecoli;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954235471406234;test;0.0431449833333333;3;6;44;6;6;229;multinomial
mnist;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668894910872351;train;35.596423465;6;126;264;110;656;49000;multinomial
mnist;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126113103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670896107197916;test;35.596423465;6;126;264;110;656;49000;multinomial
churn;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8575145714673;train;1.41921320666667;15;60;670;7;15;3500;binomial
churn;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862182879743855;test;1.41921320666667;15;60;670;7;15;3500;binomial
197_cpu_act;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182951978550717;train;0.509028768333333;8;80;386;15;16;5735;continuous
197_cpu_act;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.19178247242736;test;0.509028768333333;8;80;386;15;16;5735;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207589830865503;train;1.97804534833333;11;320;662;3;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372062265976934;test;1.97804534833333;11;320;662;3;9;175;continuous
657_fri_c2_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.741387286973815;train;0.832792748333333;3;160;326;10;10;175;continuous
657_fri_c2_250_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.961861146820455;test;0.832792748333333;3;160;326;10;10;175;continuous
602_fri_c3_250_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222640444776919;train;1.61279675335;7;240;494;4;9;175;continuous
602_fri_c3_250_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397960600913938;test;1.61279675335;7;240;494;4;9;175;continuous
564_fried;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471955954052504;train;6.06045766;6;204;420;6;10;28538;continuous
564_fried;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474775472081639;test;6.06045766;6;204;420;6;10;28538;continuous
prnn_fglass;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124182442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843015561954532;train;3.85101496333333;16;9;284;2;9;144;multinomial
prnn_fglass;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124182442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766456521739131;test;3.85101496333333;16;9;284;2;9;144;multinomial
690_visualizing_galaxy;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125152210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.126856403535012;train;0.617702525;3;160;326;4;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125152210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163627105784858;test;0.617702525;3;160;326;4;4;227;continuous
vowel;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950218095888074;train;0.332993075;6;13;162;6;13;693;multinomial
vowel;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936197386264146;test;0.332993075;6;13;162;6;13;693;multinomial
allhyper;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972756719760653;train;33.7562778866833;11;25;404;24;25;2640;multinomial
allhyper;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989729703356753;test;33.7562778866833;11;25;404;24;25;2640;multinomial
654_fri_c0_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248441678080221;train;1.26426352166667;5;200;410;9;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422826214256728;test;1.26426352166667;5;200;410;9;10;350;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829908440131265;train;1.40213128333333;5;200;410;22;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831801541267199;test;1.40213128333333;5;200;410;22;25;700;continuous
heart_c;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926583407671722;train;0.867520181666667;3;160;326;8;13;213;binomial
heart_c;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889163780306779;test;0.867520181666667;3;160;326;8;13;213;binomial
spambase;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987020487160963;train;0.440100303333333;3;80;166;54;54;3221;binomial
spambase;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977299815443883;test;0.440100303333333;3;80;166;54;54;3221;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124190654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871904312593662;train;2.603146155;10;300;620;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124190654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.550167631819567;test;2.603146155;10;300;620;1;1;849;binomial
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847122309537659;train;0.789528968316667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843473267015362;test;0.789528968316667;3;160;326;5;5;700;continuous
712_chscase_geyser1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.436520741208169;train;0.574036938316667;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443783911815453;test;0.574036938316667;3;160;326;1;2;156;continuous
diabetes;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843731034375438;train;0.700549758333333;3;160;326;8;8;538;binomial
diabetes;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820463781974659;test;0.700549758333333;3;160;326;8;8;538;binomial
613_fri_c3_250_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124204020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76763289916022;train;0.21275798;7;20;308;4;4;175;continuous
613_fri_c3_250_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124204020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880265316909777;test;0.21275798;7;20;308;4;4;175;continuous
dis;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767923263801625;train;2.31881253835;9;280;578;13;25;2641;binomial
dis;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.662272862675007;test;2.31881253835;9;280;578;13;25;2641;binomial
saheart;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799459122113584;train;1.142057905;8;9;150;8;9;324;binomial
saheart;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.754121863799283;test;1.142057905;8;9;150;8;9;324;binomial
cleveland;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125154753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731218402777778;train;4.95829087833333;8;13;204;7;13;213;multinomial
cleveland;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125154753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.714436758893281;test;4.95829087833333;8;13;204;7;13;213;multinomial
633_fri_c0_500_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480833771136881;train;1.19130568333333;5;200;410;9;25;350;continuous
633_fri_c0_500_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.521487475122273;test;1.19130568333333;5;200;410;9;25;350;continuous
wdbc;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999440656296612;train;0.907777591666667;3;160;326;19;21;399;binomial
wdbc;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991060606060606;test;0.907777591666667;3;160;326;19;21;399;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.68524432166667;3;20;70;20;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.68524432166667;3;20;70;20;20;5702;binomial
635_fri_c0_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320309982168501;train;1.96556765;13;360;746;8;10;175;continuous
635_fri_c0_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.513264257397275;test;1.96556765;13;360;746;8;10;175;continuous
hungarian;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921961398017736;train;0.331408808333333;6;48;292;3;12;206;binomial
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603_fri_c0_250_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150005_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452401786227434;train;0.884241928333333;3;72;150;25;50;175;continuous
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225_puma8NH;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74738041788517;train;0.29963444;6;40;292;5;8;5735;continuous
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650_fri_c0_500_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125143910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461168018248056;train;2.52461883;8;97;360;40;50;350;continuous
650_fri_c0_500_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125143910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46301748064774;test;2.52461883;8;97;360;40;50;350;continuous
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analcatdata_asbestos;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896296296296296;test;0.629245478333333;3;160;326;3;3;59;binomial
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503_wind;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452336245559224;test;1.899141845;13;226;478;14;14;4602;continuous
564_fried;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481967966916967;train;4.10742254333333;6;20;252;5;10;28538;continuous
564_fried;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483834362007193;test;4.10742254333333;6;20;252;5;10;28538;continuous
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analcatdata_cyyoung9302;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.626984126984127;test;1.035764445;7;240;494;4;6;65;binomial
556_analcatdata_apnea2;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.23127112528641;train;0.0822315016666667;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.17662302743864;test;0.0822315016666667;3;15;120;3;3;333;continuous
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560_bodyfat;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124213209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0862976465099008;train;0.64512253;3;160;326;13;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124213209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0822168906985962;test;0.64512253;3;160;326;13;13;177;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25246421703048;train;1.64915359333333;10;300;620;3;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164132_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49861040172457;test;1.64915359333333;10;300;620;3;4;70;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206943558312709;train;1.52007047166667;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302551042165256;test;1.52007047166667;3;160;326;5;50;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804615313610231;train;0.957217826666667;5;20;210;5;10;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772508819515172;test;0.957217826666667;5;20;210;5;10;700;continuous
mnist;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995234259328032;train;137.606857088317;0;100;200;660;662;49000;multinomial
mnist;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993780013568221;test;137.606857088317;0;100;200;660;662;49000;multinomial
605_fri_c2_250_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352099921539756;train;0.679186675;3;160;326;5;25;175;continuous
605_fri_c2_250_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.583214895337407;test;0.679186675;3;160;326;5;25;175;continuous
wine_recognition;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.63450964;3;160;326;13;13;125;multinomial
wine_recognition;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.63450964;3;160;326;13;13;125;multinomial
buggyCrx;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988722840122585;train;0.863719533333333;3;160;326;10;13;483;binomial
buggyCrx;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909954928473447;test;0.863719533333333;3;160;326;10;13;483;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.533884711779449;train;0.629816243333333;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.468675142804496;test;0.629816243333333;3;160;326;1;1;849;binomial
594_fri_c2_100_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865489413807545;train;0.789841665;3;160;326;4;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88182136908379;test;0.789841665;3;160;326;4;5;70;continuous
658_fri_c3_250_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386397814423677;train;1.81590445333333;8;260;536;2;24;175;continuous
658_fri_c3_250_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.502427651808468;test;1.81590445333333;8;260;536;2;24;175;continuous
adult;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904204731304231;train;23.4479777466667;7;208;430;10;12;34190;binomial
adult;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901449900957076;test;23.4479777466667;7;208;430;10;12;34190;binomial
nikuradse_2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827468869984876;train;0.624928598333333;3;144;294;1;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786411609480482;test;0.624928598333333;3;144;294;1;1;254;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471994628403887;train;2.33533109;10;50;444;24;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477357607197744;test;2.33533109;10;50;444;24;25;175;continuous
movement_libras;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979778919517966;train;4.17805831335;9;280;578;12;22;252;multinomial
movement_libras;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935905904689918;test;4.17805831335;9;280;578;12;22;252;multinomial
hepatitis;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946969696969697;train;0.65574249;3;160;326;12;18;109;binomial
hepatitis;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125100439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.735064935064935;test;0.65574249;3;160;326;12;18;109;binomial
529_pollen;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397826668922156;train;3.91628538666667;11;320;662;3;4;2694;continuous
529_pollen;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478508086404699;test;3.91628538666667;11;320;662;3;4;2694;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845005907968071;train;0.33107751;7;50;334;5;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831835713857724;test;0.33107751;7;50;334;5;10;175;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814448599763958;train;1.44705763166667;6;220;452;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801884940815178;test;1.44705763166667;6;220;452;5;5;700;continuous
coil2000;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742995636638141;train;3.795397145;3;160;326;5;59;6876;binomial
coil2000;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733675544879101;test;3.795397145;3;160;326;5;59;6876;binomial
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839022777690912;train;0.618552375;3;72;150;83;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834458088327808;test;0.618552375;3;72;150;83;100;700;continuous
allbp;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978039189842274;train;4.12633780666667;20;260;560;24;25;2641;multinomial
allbp;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958386873267826;test;4.12633780666667;20;260;560;24;25;2641;multinomial
mfeat_fourier;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991772047781542;train;2.77737116333333;3;160;326;15;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977419831514213;test;2.77737116333333;3;160;326;15;76;1400;multinomial
597_fri_c2_500_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191154571940484;train;2.88247876833333;13;344;714;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297272569659062;test;2.88247876833333;13;344;714;5;5;350;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818419158591612;train;0.354863143333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8095145226568;test;0.354863143333333;3;10;72;5;5;700;continuous
contraceptive;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73816649981642;train;3.57375731;7;9;134;9;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124191525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.69869497533432;test;3.57375731;7;9;134;9;9;1032;multinomial
breast_cancer_wisconsin;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998500669344043;train;0.929227888333333;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973864994026284;test;0.929227888333333;3;160;326;22;22;399;binomial
712_chscase_geyser1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433538129376835;train;0.613748673333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.44646260630757;test;0.613748673333333;3;160;326;1;2;156;continuous
satimage;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981012947420625;train;31.1625690099833;3;24;112;24;24;4505;multinomial
satimage;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977522892164617;test;31.1625690099833;3;24;112;24;24;4505;multinomial
595_fri_c0_1000_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.477195323104122;train;0.260895993333333;6;50;292;7;10;700;continuous
595_fri_c0_1000_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516250254062012;test;0.260895993333333;6;50;292;7;10;700;continuous
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analcatdata_bankruptcy;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980392156862745;train;0.0615365366666667;3;3;24;2;3;35;binomial
analcatdata_bankruptcy;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928571428571429;test;0.0615365366666667;3;3;24;2;3;35;binomial
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599_fri_c2_1000_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271195403636298;test;1.57373950166667;5;200;410;5;5;700;continuous
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633_fri_c0_500_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126113456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505264732488396;test;1.31169210666667;5;200;410;22;25;350;continuous
617_fri_c3_500_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27972054596886;train;2.55705201833333;17;385;804;4;5;350;continuous
617_fri_c3_500_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458516235703702;test;2.55705201833333;17;385;804;4;5;350;continuous
586_fri_c3_1000_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812281275653632;train;0.380461931666667;7;125;344;3;25;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796036566657811;test;0.380461931666667;7;125;344;3;25;700;continuous
prnn_crabs;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999591503267974;train;0.187240798333333;3;4;30;3;4;140;binomial
prnn_crabs;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998883928571429;test;0.187240798333333;3;4;30;3;4;140;binomial
602_fri_c3_250_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827707508507336;train;0.600389698333333;13;45;586;5;9;175;continuous
602_fri_c3_250_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125114610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831423527117493;test;0.600389698333333;13;45;586;5;9;175;continuous
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527_analcatdata_election2000;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234586144241311;test;3.15287172666667;16;420;872;3;3;47;continuous
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584_fri_c4_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787023400587917;train;0.228866066666667;3;90;186;12;25;350;continuous
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653_fri_c0_250_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456083538818756;train;1.15772466833333;15;125;690;18;25;175;continuous
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609_fri_c0_1000_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124182955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281541370255675;train;0.894507268333333;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124182955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390228821432191;test;0.894507268333333;3;160;326;5;5;700;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811199424891775;train;2.21606726166667;20;284;608;8;10;350;continuous
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654_fri_c0_500_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513170588972304;train;0.423569111666667;9;50;418;7;10;350;continuous
654_fri_c0_500_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.529812858569377;test;0.423569111666667;9;50;418;7;10;350;continuous
analcatdata_germangss;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731156028036935;train;0.152083491666667;9;5;96;1;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707431333389348;test;0.152083491666667;9;5;96;1;5;280;multinomial
waveform_21;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969710528928992;train;9.528121695;3;21;116;20;21;3500;multinomial
waveform_21;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9668716189331;test;9.528121695;3;21;116;20;21;3500;multinomial
colic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857078824358071;train;0.478337918333333;7;77;342;2;22;258;binomial
colic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93011917659805;test;0.478337918333333;7;77;342;2;22;258;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940880503144654;train;0.328792406666667;7;28;332;5;7;68;binomial
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schizo;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125132110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.643823716145966;train;0.87033643;3;160;326;1;13;238;multinomial
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666_rmftsa_ladata;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578822664146305;train;1.57153920833333;9;20;260;1;10;356;continuous
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sonar;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856711915535445;train;1.94480444166667;7;59;306;9;60;146;binomial
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608_fri_c3_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857644479266951;test;0.626958926666667;12;50;544;5;10;700;continuous
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sonar;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;test;1.42427065166667;8;260;536;36;60;146;binomial
contraceptive;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742614721654086;train;0.279351953333333;10;9;184;9;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702293809278535;test;0.279351953333333;10;9;184;9;9;1032;multinomial
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125094716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515894933233801;train;0.317269628333333;5;118;260;7;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125094716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.560763165570235;test;0.317269628333333;5;118;260;7;25;700;continuous
hungarian;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921231090245175;train;1.48957474831667;8;12;196;3;12;206;binomial
hungarian;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844474393530997;test;1.48957474831667;8;12;196;3;12;206;binomial
confidence;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938703703703704;train;0.780027035;3;160;326;1;1;51;multinomial
confidence;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983333333333333;test;0.780027035;3;160;326;1;1;51;multinomial
527_analcatdata_election2000;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.14416823655044;train;0.1196673;6;4;56;2;2;47;continuous
527_analcatdata_election2000;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0601711427963113;test;0.1196673;6;4;56;2;2;47;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833854048796288;train;1.506120825;6;220;452;25;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859038948114047;test;1.506120825;6;220;452;25;25;700;continuous
heart_c;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990633363068689;train;0.599320723333333;3;160;326;13;13;213;binomial
heart_c;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901286491835725;test;0.599320723333333;3;160;326;13;13;213;binomial
592_fri_c4_1000_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200445762664084;train;2.03136036833333;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307621529980656;test;2.03136036833333;3;160;326;5;25;700;continuous
glass2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999690785405071;train;2.31041586833333;12;340;704;8;9;115;binomial
glass2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950617283950617;test;2.31041586833333;12;340;704;8;9;115;binomial
sleep;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902543714635059;train;32.3119563966667;0;100;200;13;13;74136;multinomial
sleep;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896518941012577;test;32.3119563966667;0;100;200;13;13;74136;multinomial
201_pol;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522654421493592;train;3.70341847333333;11;256;534;26;26;10500;continuous
201_pol;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524960979759596;test;3.70341847333333;11;256;534;26;26;10500;continuous
690_visualizing_galaxy;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.309447088820835;train;0.19834037;6;20;230;4;4;227;continuous
690_visualizing_galaxy;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.306402849898317;test;0.19834037;6;20;230;4;4;227;continuous
analcatdata_boxing2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.752801120448179;train;0.64243002;3;160;326;1;3;93;binomial
analcatdata_boxing2;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.542105263157895;test;0.64243002;3;160;326;1;3;93;binomial
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analcatdata_happiness;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124165448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.636507936507937;test;0.701134416666667;3;160;326;1;3;42;multinomial
auto;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125121533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932828052302786;train;2.40947496833333;3;20;124;20;20;142;multinomial
auto;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125121533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875605042016807;test;2.40947496833333;3;20;124;20;20;142;multinomial
562_cpu_small;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321029742673326;train;1.42695901666667;5;24;200;3;12;5735;continuous
562_cpu_small;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326581685718508;test;1.42695901666667;5;24;200;3;12;5735;continuous
695_chatfield_4;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326537190753401;train;1.19352243666667;10;18;376;6;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.359590734716658;test;1.19352243666667;10;18;376;6;9;165;continuous
225_puma8NH;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125142438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.510213979657689;train;6.09958168333333;3;160;326;2;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125142438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.520320875441488;test;6.09958168333333;3;160;326;2;8;5735;continuous
529_pollen;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445871327473059;train;0.100119926666667;3;20;148;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125153644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451309831592735;test;0.100119926666667;3;20;148;4;4;2694;continuous
519_vinnie;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481586210966843;train;0.08076991;3;4;32;1;2;266;continuous
519_vinnie;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457104695712087;test;0.08076991;3;4;32;1;2;266;continuous
633_fri_c0_500_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228953957725794;train;2.53384932666667;17;383;800;21;25;350;continuous
633_fri_c0_500_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.544057964331469;test;2.53384932666667;17;383;800;21;25;350;continuous
590_fri_c0_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48640619717186;train;0.435691044983333;5;130;270;10;50;700;continuous
590_fri_c0_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124175841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49238272824986;test;0.435691044983333;5;130;270;10;50;700;continuous
634_fri_c2_100_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803745430926364;train;1.77658634333333;7;240;494;2;9;70;continuous
634_fri_c2_100_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820288393435594;test;1.77658634333333;7;240;494;2;9;70;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257050379600572;train;0.0873581966666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332469863653682;test;0.0873581966666667;3;15;120;3;3;333;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916731346973877;train;14.6870078216833;9;280;578;8;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914539710159826;test;14.6870078216833;9;280;578;8;9;81648;continuous
biomed;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967513536026656;train;0.592618935;3;160;326;8;8;147;binomial
biomed;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923076923076923;test;0.592618935;3;160;326;8;8;147;binomial
lupus;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832379862700229;train;0.489940973333333;3;144;294;2;2;61;binomial
lupus;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898809523809524;test;0.489940973333333;3;144;294;2;2;61;binomial
spectf;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92778326745718;train;12.6164809966667;15;44;642;26;44;245;binomial
spectf;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903846153846154;test;12.6164809966667;15;44;642;26;44;245;binomial
616_fri_c4_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.75351686813343;train;0.99396662;3;72;150;40;49;350;continuous
616_fri_c4_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.937778233088604;test;0.99396662;3;72;150;40;49;350;continuous
621_fri_c0_100_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495232816199505;train;0.637475388333333;12;50;554;9;10;70;continuous
621_fri_c0_100_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.437858956241933;test;0.637475388333333;12;50;554;9;10;70;continuous
695_chatfield_4;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.362731144781865;train;0.689008725;6;20;252;5;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.400661872670277;test;0.689008725;6;20;252;5;10;165;continuous
german;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82836729801007;train;2.98897865666667;8;20;266;19;20;700;binomial
german;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.741121751025992;test;2.98897865666667;8;20;266;19;20;700;binomial
heart_statlog;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956400742115028;train;0.694153798333333;3;160;326;11;13;189;binomial
heart_statlog;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84577723378213;test;0.694153798333333;3;160;326;11;13;189;binomial
650_fri_c0_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.462171275370324;train;0.343646235;5;130;270;16;50;350;continuous
650_fri_c0_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481449312896282;test;0.343646235;5;130;270;16;50;350;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257026299279854;train;0.182062015;6;15;210;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332399398558867;test;0.182062015;6;15;210;3;3;333;continuous
1201_BNG_breastTumor;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124193928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915163328904677;train;10.4212438466667;7;240;494;8;9;81648;continuous
1201_BNG_breastTumor;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124193928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91736691573961;test;10.4212438466667;7;240;494;8;9;81648;continuous
574_house_16H;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.645143225501277;train;1.98925719;3;160;326;5;15;15949;continuous
574_house_16H;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.642778234008112;test;1.98925719;3;160;326;5;15;15949;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820696175355516;train;1.37066160166667;5;50;230;6;25;700;continuous
586_fri_c3_1000_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783554635395617;test;1.37066160166667;5;50;230;6;25;700;continuous
cars;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126092158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825740636831486;train;1.35025877;5;200;410;4;6;275;multinomial
cars;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126092158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834252297410192;test;1.35025877;5;200;410;4;6;275;multinomial
621_fri_c0_100_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456342899418947;train;0.344364756666667;7;50;344;9;10;70;continuous
621_fri_c0_100_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125094124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.646805961945777;test;0.344364756666667;7;50;344;9;10;70;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.655842784994797;train;31.241969865;0;100;200;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.657170439276957;test;31.241969865;0;100;200;10;10;700000;continuous
604_fri_c4_500_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862636508800986;train;0.286118821666667;6;50;292;5;10;350;continuous
604_fri_c4_500_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817845394551494;test;0.286118821666667;6;50;292;5;10;350;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164435_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843651634266027;train;0.43039364;8;50;386;2;10;70;continuous
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dis;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.647020247561276;test;2.09727999833333;10;268;556;6;25;2641;binomial
527_analcatdata_election2000;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168226833439752;train;1.28946182833333;7;240;494;1;2;47;continuous
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641_fri_c1_500_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834013238091205;train;0.463483756666667;8;50;376;10;10;350;continuous
641_fri_c1_500_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813611720138429;test;0.463483756666667;8;50;376;10;10;350;continuous
218_house_8L;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471839247498323;train;3.57666542333333;11;272;566;7;8;15949;continuous
218_house_8L;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467260083843677;test;3.57666542333333;11;272;566;7;8;15949;continuous
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603_fri_c0_250_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458717608553368;test;1.69480901498333;7;100;318;48;50;175;continuous
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shuttle;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.776545237590713;test;33.9448798966667;2;8;38;3;8;40600;multinomial
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635_fri_c0_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126103757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411953220169963;train;0.7380414;3;160;326;10;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126103757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532841898983862;test;0.7380414;3;160;326;10;10;175;continuous
allhypo;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126101026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843237537979806;train;11.2903408050167;5;25;208;19;25;2639;multinomial
allhypo;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126101026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845767529795308;test;11.2903408050167;5;25;208;19;25;2639;multinomial
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fars;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124172048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905914042460087;test;54.6666703633333;0;5;10;21;21;70678;multinomial
mfeat_fourier;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979409123444703;train;0.91965438;6;74;264;21;76;1400;multinomial
mfeat_fourier;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969170081399724;test;0.91965438;6;74;264;21;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992509323226892;train;2.02554392;3;160;326;18;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125161757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971387301071379;test;2.02554392;3;160;326;18;76;1400;multinomial
611_fri_c3_100_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743181408563297;train;0.162091198333333;3;8;60;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.920411061930355;test;0.162091198333333;3;8;60;4;4;70;continuous
mfeat_fourier;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981656474818921;train;39.816833615;3;61;138;35;76;1400;multinomial
mfeat_fourier;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124161331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976035357872932;test;39.816833615;3;61;138;35;76;1400;multinomial
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832453268734326;train;0.398304068333333;3;20;136;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85396140136422;test;0.398304068333333;3;20;136;5;10;700;continuous
allbp;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975826633276218;train;3.56112596666667;10;220;460;10;25;2641;multinomial
allbp;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958704963466868;test;3.56112596666667;10;220;460;10;25;2641;multinomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924812030075188;train;0.927372718333333;3;160;326;7;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941666666666667;test;0.927372718333333;3;160;326;7;7;68;binomial
537_houses;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.57683326947973;train;1.06022607;3;12;84;6;6;14448;continuous
537_houses;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578533840882566;test;1.06022607;3;12;84;6;6;14448;continuous
611_fri_c3_100_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281891345485948;train;1.10400539166667;6;220;452;3;4;70;continuous
611_fri_c3_100_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.553022529006004;test;1.10400539166667;6;220;452;3;4;70;continuous
biomed;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965789473684211;train;0.45992741;5;8;88;6;8;147;binomial
biomed;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939799331103679;test;0.45992741;5;8;88;6;8;147;binomial
201_pol;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125135752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457421917356847;train;5.40449346;12;272;568;25;25;10500;continuous
201_pol;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125135752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.437822482718233;test;5.40449346;12;272;568;25;25;10500;continuous
nikuradse_1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336821126110656;train;0.060188335;3;10;80;2;2;254;continuous
nikuradse_1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.335939334336779;test;0.060188335;3;10;80;2;2;254;continuous
appendicitis;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841334894613583;train;0.16146655665;5;4;46;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869047619047619;test;0.16146655665;5;4;46;1;4;75;binomial
mfeat_fourier;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98308530323655;train;0.911790355;5;62;222;27;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950996793150347;test;0.911790355;5;62;222;27;76;1400;multinomial
712_chscase_geyser1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533681654077914;train;0.062777565;3;10;80;2;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.603193217805293;test;0.062777565;3;10;80;2;2;156;continuous
1089_USCrime;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.370210785928615;train;1.007851445;5;200;410;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504982896605638;test;1.007851445;5;200;410;3;3;33;continuous
557_analcatdata_apnea1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.116199060234724;train;1.86456063333333;12;244;512;3;3;333;continuous
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1030_ERA;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758925330876004;train;0.2687987;3;8;60;4;4;700;continuous
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agaricus_lepiota;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999419656278802;train;3.82267083333333;3;20;70;10;20;5702;binomial
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1199_BNG_echoMonths;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125131757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.626670743134475;train;24.5732170516667;12;340;704;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125131757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.689593008862981;test;24.5732170516667;12;340;704;8;9;12248;continuous
analcatdata_boxing1;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.614721485411141;train;0.071818915;3;12;84;1;3;84;binomial
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659_sleuth_ex1714;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345623342215555;train;1.07118891;5;200;410;1;3;33;continuous
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1201_BNG_breastTumor;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916244522911049;test;0.569061263333333;3;45;166;9;9;81648;continuous
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627_fri_c2_500_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327149482758501;train;1.40033639166667;5;200;410;8;10;350;continuous
627_fri_c2_500_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386998094768938;test;1.40033639166667;5;200;410;8;10;350;continuous
satimage;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978395469143265;train;1.12385537;9;25;332;21;25;4505;multinomial
satimage;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124175254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980677577554743;test;1.12385537;9;25;332;21;25;4505;multinomial
satimage;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980929578189995;train;0.941157571666667;7;24;244;22;24;4505;multinomial
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227_cpu_small;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321457656985162;test;0.24952353835;5;60;260;3;12;5735;continuous
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contraceptive;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714350369604389;train;1.29330531833333;3;160;326;5;9;1032;multinomial
contraceptive;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691658593536528;test;1.29330531833333;3;160;326;5;9;1032;multinomial
glass2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781174334140436;train;0.4626134;8;36;376;3;9;115;binomial
glass2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.732142857142857;test;0.4626134;8;36;376;3;9;115;binomial
diabetes;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821401216490201;train;2.08774405333333;15;8;248;6;8;538;binomial
diabetes;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85694623655914;test;2.08774405333333;15;8;248;6;8;538;binomial
1201_BNG_breastTumor;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124202847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.889155319133726;train;30.0751683083333;1;120;242;5;9;81648;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124202847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.892565544131568;test;30.0751683083333;1;120;242;5;9;81648;continuous
banana;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977152700610577;train;2.28249942;3;160;326;2;2;3710;binomial
banana;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96002880921895;test;2.28249942;3;160;326;2;2;3710;binomial
663_rabe_266;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.121956264707332;train;0.961242591666667;3;160;326;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.128177348242604;test;0.961242591666667;3;160;326;2;2;84;continuous
yeast;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858921281687923;train;0.262257965;7;8;120;4;8;1036;multinomial
yeast;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862322490429753;test;0.262257965;7;8;120;4;8;1036;multinomial
bupa;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715111111111111;train;0.201663936666667;3;5;36;3;5;242;binomial
bupa;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.596530920060332;test;0.201663936666667;3;5;36;3;5;242;binomial
601_fri_c1_250_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772796899812901;train;1.97155286;7;240;494;5;5;175;continuous
601_fri_c1_250_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126101158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838578970985989;test;1.97155286;7;240;494;5;5;175;continuous
optdigits;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999742198758333;train;4.31233077166667;3;160;326;52;61;3934;multinomial
optdigits;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998803448143722;test;4.31233077166667;3;160;326;52;61;3934;multinomial
phoneme;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8032119590429;train;0.502227106666667;12;20;358;5;5;3783;binomial
phoneme;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113540_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801246192190529;test;0.502227106666667;12;20;358;5;5;3783;binomial
analcatdata_happiness;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124183118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914694280078896;train;1.21511122833333;5;200;410;3;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124183118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.607142857142857;test;1.21511122833333;5;200;410;3;3;42;multinomial
optdigits;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992321576850891;train;3.49688951666667;3;160;326;52;62;3934;multinomial
optdigits;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991462274605367;test;3.49688951666667;3;160;326;52;62;3934;multinomial
609_fri_c0_1000_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215757499210466;train;2.62028310166667;14;348;724;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397788357266342;test;2.62028310166667;14;348;724;5;5;700;continuous
344_mv;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140147508161183;train;4.81318815666667;6;204;420;9;9;28538;continuous
344_mv;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139147008413966;test;4.81318815666667;6;204;420;9;9;28538;continuous
hepatitis;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826298701298701;train;1.542771945;20;76;888;2;19;109;binomial
hepatitis;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.727272727272727;test;1.542771945;20;76;888;2;19;109;binomial
cmc;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735644583866275;train;3.51005951166667;10;9;188;9;9;1032;multinomial
cmc;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709675466467373;test;3.51005951166667;10;9;188;9;9;1032;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821858861991646;train;4.621979405;14;364;756;4;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784277691833517;test;4.621979405;14;364;756;4;11;1120;multinomial
607_fri_c4_1000_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84263526925945;train;0.224848726683333;3;90;186;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843137626221468;test;0.224848726683333;3;90;186;5;50;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205122499650479;train;4.64965767;10;300;620;14;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335220469232096;test;4.64965767;10;300;620;14;25;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163747972425107;train;2.37814046166667;12;292;608;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298580642150462;test;2.37814046166667;12;292;608;5;5;700;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488702948717533;train;0.162439483333333;3;85;176;7;25;700;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.532570542958319;test;0.162439483333333;3;85;176;7;25;700;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826840561876782;train;0.466321111666667;10;166;352;13;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849785869771375;test;0.466321111666667;10;166;352;13;50;350;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.373792774416126;train;0.992386266666667;7;208;430;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467153185849368;test;0.992386266666667;7;208;430;1;1;33;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17757560016191;train;1.85109775666667;10;284;588;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124161324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430127772148749;test;1.85109775666667;10;284;588;5;5;175;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832841591162341;train;2.47863311333333;9;264;546;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866152743882443;test;2.47863311333333;9;264;546;5;10;700;continuous
582_fri_c1_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21529246879383;train;1.03648029335;3;160;326;5;25;350;continuous
582_fri_c1_500_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404071534777728;test;1.03648029335;3;160;326;5;25;350;continuous
buggyCrx;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912939324754393;train;0.76980399;3;160;326;10;13;483;binomial
buggyCrx;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880108861726509;test;0.76980399;3;160;326;10;13;483;binomial
687_sleuth_ex1605;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564927685998954;train;1.62715686;9;264;546;3;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125112003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.731713164458526;test;1.62715686;9;264;546;3;5;44;continuous
mfeat_factors;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99841804878482;train;3.877584755;3;160;326;135;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124193851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998740579517408;test;3.877584755;3;160;326;135;136;1400;multinomial
651_fri_c0_100_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835428902814729;train;1.53638751165;7;240;494;1;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841461463436938;test;1.53638751165;7;240;494;1;25;70;continuous
analcatdata_happiness;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.760500610500611;train;0.0581839266666667;6;3;42;1;3;42;multinomial
analcatdata_happiness;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749206349206349;test;0.0581839266666667;6;3;42;1;3;42;multinomial
penguins;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994921938586755;train;0.233563455;12;7;174;3;7;241;multinomial
penguins;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.233563455;12;7;174;3;7;241;multinomial
glass2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820146074254413;train;0.534826901666667;10;9;186;8;9;115;binomial
glass2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.772173913043478;test;0.534826901666667;10;9;186;8;9;115;binomial
633_fri_c0_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49001908765451;train;1.56836625833333;6;50;276;25;25;350;continuous
633_fri_c0_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.51989095157596;test;1.56836625833333;6;50;276;25;25;350;continuous
653_fri_c0_250_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372703657448554;train;0.839704323333333;3;160;326;10;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492873002096556;test;0.839704323333333;3;160;326;10;25;175;continuous
nikuradse_2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125145140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.114839252399345;train;0.555606689983333;3;160;326;1;1;254;continuous
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658_fri_c3_250_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83795019291013;train;2.265294245;10;300;620;11;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817273889661312;test;2.265294245;10;300;620;11;25;175;continuous
611_fri_c3_100_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311425875776663;train;0.492253239983333;3;160;326;4;4;70;continuous
611_fri_c3_100_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.775228254997268;test;0.492253239983333;3;160;326;4;4;70;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788148376651988;train;0.634491303333333;13;50;586;5;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891455124734889;test;0.634491303333333;13;50;586;5;10;175;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845444816726891;train;0.195513358333333;5;25;240;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874153287316049;test;0.195513358333333;5;25;240;5;5;700;continuous
647_fri_c1_250_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341562807678324;train;0.566855735;3;160;326;2;10;175;continuous
647_fri_c1_250_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.61569033834714;test;0.566855735;3;160;326;2;10;175;continuous
195_auto_price;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236229122075758;train;2.140775705;11;320;662;8;10;112;continuous
195_auto_price;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316826715272486;test;2.140775705;11;320;662;8;10;112;continuous
ann_thyroid;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994369755571405;train;0.876058673333333;9;21;362;5;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990158162853932;test;0.876058673333333;9;21;362;5;21;5040;multinomial
phoneme;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799612575538502;train;1.149476595;3;160;326;5;5;3783;binomial
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606_fri_c2_1000_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802097617063851;train;0.998970093333333;3;160;326;10;10;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.776717903418648;test;0.998970093333333;3;160;326;10;10;700;continuous
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ring;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975405175095917;test;2.86984701833333;3;160;326;20;20;5180;binomial
537_houses;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602916371843035;train;0.484999821666667;6;25;280;5;5;14448;continuous
537_houses;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.596116615303404;test;0.484999821666667;6;25;280;5;5;14448;continuous
573_cpu_act;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336117844766826;train;0.661078375;11;85;512;1;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.350330845159444;test;0.661078375;11;85;512;1;17;5735;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221759891863376;train;2.67115327;10;300;620;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331040191898348;test;2.67115327;10;300;620;5;5;700;continuous
analcatdata_aids;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957236842105263;train;0.62580276665;3;160;326;2;2;35;binomial
analcatdata_aids;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.546296296296296;test;0.62580276665;3;160;326;2;2;35;binomial
656_fri_c1_100_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733472485072241;train;0.375602755016667;9;25;418;5;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125091325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.910659551792778;test;0.375602755016667;9;25;418;5;5;70;continuous
credit_g;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808109742197025;train;1.59121477166667;7;240;494;8;20;700;binomial
credit_g;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766339952262455;test;1.59121477166667;7;240;494;8;20;700;binomial
595_fri_c0_1000_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485351528306227;train;1.4790076;6;204;420;7;10;700;continuous
595_fri_c0_1000_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505312115560195;test;1.4790076;6;204;420;7;10;700;continuous
analcatdata_boxing2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752801120448179;train;0.0839798533333334;3;12;84;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542105263157895;test;0.0839798533333334;3;12;84;1;3;93;binomial
529_pollen;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439186332348273;train;0.235427535;7;20;308;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458922727358221;test;0.235427535;7;20;308;4;4;2694;continuous
titanic;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.810796046196081;train;1.28533133333333;3;160;326;7;7;1545;binomial
titanic;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817127794514032;test;1.28533133333333;3;160;326;7;7;1545;binomial
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224960343411252;train;2.02093752333333;6;220;452;12;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322501679271284;test;2.02093752333333;6;220;452;12;25;700;continuous
542_pollution;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342523785548072;train;2.42335993833333;16;415;862;6;10;42;continuous
542_pollution;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154848_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.67153469701577;test;2.42335993833333;16;415;862;6;10;42;continuous
542_pollution;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396366516425326;train;1.76670685;8;260;536;8;10;42;continuous
542_pollution;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659655823183072;test;1.76670685;8;260;536;8;10;42;continuous
574_house_16H;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494906289730626;train;14.6584582300167;12;30;520;15;15;15949;continuous
574_house_16H;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125144109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477035439625996;test;14.6584582300167;12;30;520;15;15;15949;continuous
prnn_crabs;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.148019413333333;3;3;24;2;3;140;binomial
prnn_crabs;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995428571428571;test;0.148019413333333;3;3;24;2;3;140;binomial
712_chscase_geyser1;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508518097315779;train;0.072593555;3;4;32;2;2;156;continuous
712_chscase_geyser1;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.377507230777191;test;0.072593555;3;4;32;2;2;156;continuous
twonorm;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125203840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998269231227965;train;0.252011458333333;3;58;166;20;20;5180;binomial
twonorm;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125203840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997326179327055;test;0.252011458333333;3;58;166;20;20;5180;binomial
609_fri_c0_1000_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262910952011176;train;0.796035218333333;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381504883505143;test;0.796035218333333;3;160;326;5;5;700;continuous
spambase;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880906998009355;train;2.86394014333333;3;44;136;5;55;3221;binomial
spambase;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862860349716446;test;2.86394014333333;3;44;136;5;55;3221;binomial
new_thyroid;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999864553704456;train;0.65147272;7;5;76;5;5;151;multinomial
new_thyroid;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.65147272;7;5;76;5;5;151;multinomial
586_fri_c3_1000_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797323162928131;train;1.518208655;5;50;230;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866783640827966;test;1.518208655;5;50;230;5;25;700;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226300571805951;train;0.09266067;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.428406534688764;test;0.09266067;3;15;120;3;3;333;continuous
564_fried;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125184238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480769981816936;train;0.450401613333333;7;50;334;5;10;28538;continuous
564_fried;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125184238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484357290638343;test;0.450401613333333;7;50;334;5;10;28538;continuous
irish;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880663364062859;train;0.839274595;3;160;326;2;4;350;binomial
irish;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.781337306761036;test;0.839274595;3;160;326;2;4;350;binomial
credit_a;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91995958688819;train;1.662388005;6;13;164;11;13;483;binomial
credit_a;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124193312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912118008841053;test;1.662388005;6;13;164;11;13;483;binomial
230_machine_cpu;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.225436821736365;train;0.389352455;9;30;418;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316018061988707;test;0.389352455;9;30;418;6;6;147;continuous
german;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823131143610645;train;1.517336315;17;80;754;8;20;700;binomial
german;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739644322845417;test;1.517336315;17;80;754;8;20;700;binomial
712_chscase_geyser1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508621678467851;train;0.077054005;3;10;78;2;2;156;continuous
712_chscase_geyser1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.37587528674629;test;0.077054005;3;10;78;2;2;156;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.12763149034729;train;1.60446044666667;7;240;494;5;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191687646305535;test;1.60446044666667;7;240;494;5;6;147;continuous
optdigits;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998687058074651;train;10.2666205633333;5;200;410;51;61;3934;multinomial
optdigits;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997284388151256;test;10.2666205633333;5;200;410;51;61;3934;multinomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955621301775148;train;0.178976036666667;7;6;94;6;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.76984126984127;test;0.178976036666667;7;6;94;6;6;65;binomial
1089_USCrime;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373320511644919;train;0.54332002;3;160;326;1;2;33;continuous
1089_USCrime;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.502692660608631;test;0.54332002;3;160;326;1;2;33;continuous
615_fri_c4_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808608452410473;train;0.816456345;3;160;326;5;9;175;continuous
615_fri_c4_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877030891254036;test;0.816456345;3;160;326;5;9;175;continuous
527_analcatdata_election2000;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.256288229930806;train;0.28576645;8;15;264;1;3;47;continuous
527_analcatdata_election2000;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;3.48613108580679;test;0.28576645;8;15;264;1;3;47;continuous
shuttle;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969511025796445;train;33.724821565;6;220;452;8;8;40600;multinomial
shuttle;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980174685923356;test;33.724821565;6;220;452;8;8;40600;multinomial
623_fri_c4_1000_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813878866060717;train;2.55505096666667;20;303;646;4;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841498774824322;test;2.55505096666667;20;303;646;4;10;700;continuous
heart_statlog;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925292529252925;train;0.955156655;14;52;636;8;13;189;binomial
heart_statlog;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897959183673469;test;0.955156655;14;52;636;8;13;189;binomial
breast_cancer;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.850307937956204;train;1.09289097333333;5;200;410;9;9;201;binomial
breast_cancer;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.640625;test;1.09289097333333;5;200;410;9;9;201;binomial
522_pm10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826572389516868;train;1.08918435166667;7;14;188;6;7;350;continuous
522_pm10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857747913384226;test;1.08918435166667;7;14;188;6;7;350;continuous
Hill_Valley_without_noise;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.530971874129769;train;0.0486023433333333;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.456421595725078;test;0.0486023433333333;3;4;32;1;1;849;binomial
605_fri_c2_250_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.735948538041643;train;0.530782616666667;3;50;150;13;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842332110838829;test;0.530782616666667;3;50;150;13;25;175;continuous
twonorm;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998053472919167;train;1.18597231666667;3;160;326;20;20;5180;binomial
twonorm;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99772146329624;test;1.18597231666667;3;160;326;20;20;5180;binomial
cloud;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.121257493333333;9;5;96;0;5;76;multinomial
cloud;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.121257493333333;9;5;96;0;5;76;multinomial
637_fri_c1_500_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795643876813624;train;1.69042689666667;8;260;536;26;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.9249224215058;test;1.69042689666667;8;260;536;26;50;350;continuous
analcatdata_aids;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889802631578947;train;2.42223246166667;13;360;746;3;3;35;binomial
analcatdata_aids;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.768518518518519;test;2.42223246166667;13;360;746;3;3;35;binomial
heart_c;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93616452991453;train;0.749121185;3;160;326;10;13;213;binomial
heart_c;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895833333333333;test;0.749121185;3;160;326;10;13;213;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86400462962963;train;0.52385699;3;160;326;2;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907142857142857;test;0.52385699;3;160;326;2;3;59;binomial
1193_BNG_lowbwt;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125210210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608264630130483;train;4.14933507833333;3;43;164;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125210210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602735807039543;test;4.14933507833333;3;43;164;9;9;21773;continuous
527_analcatdata_election2000;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.150781777574249;train;0.0784242833333333;3;4;32;2;2;47;continuous
527_analcatdata_election2000;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.240291597478893;test;0.0784242833333333;3;4;32;2;2;47;continuous
haberman;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746363636363636;train;0.105467671666667;3;3;24;3;3;215;binomial
haberman;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.665976331360947;test;0.105467671666667;3;3;24;3;3;215;binomial
adult;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92428657610539;train;32.89727952;3;160;326;11;12;34190;binomial
adult;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909924868174361;test;32.89727952;3;160;326;11;12;34190;binomial
561_cpu;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.122529712753201;train;1.08840215166667;6;220;452;7;7;147;continuous
561_cpu;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.134120173494829;test;1.08840215166667;6;220;452;7;7;147;continuous
confidence;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977283950617284;train;0.635140725;3;160;326;1;1;51;multinomial
confidence;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957407407407407;test;0.635140725;3;160;326;1;1;51;multinomial
644_fri_c4_250_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839604372888615;train;0.16725691;3;89;186;5;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843524084967686;test;0.16725691;3;89;186;5;24;175;continuous
waveform_40;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96775464869936;train;0.544042226666667;6;40;262;17;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97133083917148;test;0.544042226666667;6;40;262;17;40;3500;multinomial
687_sleuth_ex1605;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548258018999435;train;2.88406597;18;460;956;5;5;44;continuous
687_sleuth_ex1605;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.629036262909175;test;2.88406597;18;460;956;5;5;44;continuous
contraceptive;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125191832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837922547215026;train;1.08565771501667;3;160;326;8;9;1032;multinomial
contraceptive;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125191832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.730328006159198;test;1.08565771501667;3;160;326;8;9;1032;multinomial
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837769192045654;train;0.135072093333333;3;50;166;3;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810935474953574;test;0.135072093333333;3;50;166;3;10;700;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125093945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838783277620491;train;0.325452461666667;8;25;366;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125093945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817343625487446;test;0.325452461666667;8;25;366;5;5;350;continuous
560_bodyfat;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125210223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0710375186636638;train;2.12019877833333;13;228;482;1;14;177;continuous
560_bodyfat;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125210223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0678764024788301;test;2.12019877833333;13;228;482;1;14;177;continuous
228_elusage;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.406554016425667;train;0.53231772;3;160;326;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.397367928770111;test;0.53231772;3;160;326;1;1;39;continuous
adult;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894643224928477;train;4.18848596166667;11;48;502;6;12;34190;binomial
adult;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890503636827698;test;4.18848596166667;11;48;502;6;12;34190;binomial
labor;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989333333333333;train;0.62704121;3;160;326;15;15;40;binomial
labor;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.62704121;3;160;326;15;15;40;binomial
706_sleuth_case1202;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.58936724898007;train;0.744718356666667;11;12;276;3;6;66;continuous
706_sleuth_case1202;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.536500349095561;test;0.744718356666667;11;12;276;3;6;66;continuous
backache;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.608460403344811;train;0.645112621666667;7;120;342;1;31;126;binomial
backache;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.597222222222222;test;0.645112621666667;7;120;342;1;31;126;binomial
magic;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930197856357239;train;9.47058807666667;3;160;326;9;9;13314;binomial
magic;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914701605394758;test;9.47058807666667;3;160;326;9;9;13314;binomial
605_fri_c2_250_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.775341404423845;train;1.17969925666667;15;125;690;9;25;175;continuous
605_fri_c2_250_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851837170476605;test;1.17969925666667;15;125;690;9;25;175;continuous
analcatdata_authorship;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.269250698333333;3;60;138;26;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988297366387254;test;0.269250698333333;3;60;138;26;70;589;multinomial
analcatdata_boxing1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644135802469136;train;0.0828775583333333;3;3;24;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.517361111111111;test;0.0828775583333333;3;3;24;1;3;84;binomial
twonorm;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997987597914341;train;2.94167660166667;3;20;106;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997861164841284;test;2.94167660166667;3;20;106;20;20;5180;binomial
mnist;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849986768454898;train;51.0522716683333;0;5;10;10;587;49000;multinomial
mnist;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851897499228126;test;51.0522716683333;0;5;10;10;587;49000;multinomial
663_rabe_266;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.11007901573648;train;0.0541039366833333;3;10;80;2;2;84;continuous
663_rabe_266;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.113969223131651;test;0.0541039366833333;3;10;80;2;2;84;continuous
agaricus_lepiota;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.62527281166667;3;160;326;20;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;3.62527281166667;3;160;326;20;20;5702;binomial
penguins;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.76034912;3;160;326;5;7;241;multinomial
penguins;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.76034912;3;160;326;5;7;241;multinomial
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864495240270293;train;1.61667838166667;5;50;230;22;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799197777181247;test;1.61667838166667;5;50;230;22;25;700;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792841233755035;train;1.35165020666667;5;200;410;5;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878939421035187;test;1.35165020666667;5;200;410;5;5;175;continuous
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.53952393640643;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125091902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.526546250684182;test;;-Inf;-Inf;;1;1;849;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983552631578947;train;0.606767606666667;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944444444444444;test;0.606767606666667;3;160;326;3;3;35;binomial
wine_quality_white;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125185008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.677290573048525;train;0.564341793333333;10;11;226;6;11;3429;multinomial
wine_quality_white;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125185008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.599402297009847;test;0.564341793333333;10;11;226;6;11;3429;multinomial
cars;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836518005895169;train;0.734659795;3;160;326;6;7;275;multinomial
cars;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125184705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806316339869281;test;0.734659795;3;160;326;6;7;275;multinomial
vowel;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971967532314864;train;0.422334686666667;8;13;206;12;13;693;multinomial
vowel;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962715292817807;test;0.422334686666667;8;13;206;12;13;693;multinomial
glass;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999919967987195;train;0.594821616666667;3;160;326;9;9;144;multinomial
glass;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934357142857143;test;0.594821616666667;3;160;326;9;9;144;multinomial
nikuradse_2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124213035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833964122908949;train;0.712168441666667;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124213035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.718991473229899;test;0.712168441666667;3;160;326;1;1;254;continuous
analcatdata_cyyoung9302;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125202201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961538461538461;train;1.804547275;9;279;576;3;6;65;binomial
analcatdata_cyyoung9302;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125202201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817460317460317;test;1.804547275;9;279;576;3;6;65;binomial
622_fri_c2_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801802594625804;train;0.990552281666667;3;72;150;12;50;700;continuous
622_fri_c2_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830926766527136;test;0.990552281666667;3;72;150;12;50;700;continuous
optdigits;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999689423906953;train;3.55918666333333;3;160;326;52;62;3934;multinomial
optdigits;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998888821199558;test;3.55918666333333;3;160;326;52;62;3934;multinomial
608_fri_c3_1000_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818245903778476;train;2.03096846833333;9;20;370;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822998952369521;test;2.03096846833333;9;20;370;5;10;700;continuous
197_cpu_act;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.322257223307669;train;0.367441071666667;7;80;344;3;16;5735;continuous
197_cpu_act;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.340696672024896;test;0.367441071666667;7;80;344;3;16;5735;continuous
617_fri_c3_500_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169980616123908;train;1.73134165;14;310;648;5;5;350;continuous
617_fri_c3_500_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145416_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308958113984775;test;1.73134165;14;310;648;5;5;350;continuous
228_elusage;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333470379136319;train;0.801136908333333;5;200;410;1;1;39;continuous
228_elusage;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155443_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.483897199928351;test;0.801136908333333;5;200;410;1;1;39;continuous
sleep;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125203935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86725715055444;train;3.96878758666667;6;13;164;9;13;74136;multinomial
sleep;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125203935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865086279186522;test;3.96878758666667;6;13;164;9;13;74136;multinomial
schizo;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.714951495593649;train;3.10955427;14;378;786;1;13;238;multinomial
schizo;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.638627718847102;test;3.10955427;14;378;786;1;13;238;multinomial
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822289666908515;train;0.47160318;3;72;150;46;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847944916661155;test;0.47160318;3;72;150;46;50;700;continuous
backache;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810227272727273;train;6.12262087166667;19;31;802;21;31;126;binomial
backache;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.649382716049383;test;6.12262087166667;19;31;802;21;31;126;binomial
breast_cancer;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.753959810874705;train;0.750302108333333;6;9;114;6;9;201;binomial
breast_cancer;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679;test;0.750302108333333;6;9;114;6;9;201;binomial
texture;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999980538635406;train;0.407935398333333;3;12;82;10;12;3850;multinomial
texture;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990737658171067;test;0.407935398333333;3;12;82;10;12;3850;multinomial
fars;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890325771775806;train;30.3056845683333;12;21;454;14;21;70678;multinomial
fars;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883703362462692;test;30.3056845683333;12;21;454;14;21;70678;multinomial
pima;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853227643251019;train;0.579038056666667;6;8;102;8;8;538;binomial
pima;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808645183645184;test;0.579038056666667;6;8;102;8;8;538;binomial
magic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867178222248589;train;0.864093665;8;36;360;9;9;13314;binomial
magic;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862889561873192;test;0.864093665;8;36;360;9;9;13314;binomial
695_chatfield_4;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125154345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.351210751361433;train;0.779785066666667;7;10;152;3;5;165;continuous
695_chatfield_4;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125154345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478580106166026;test;0.779785066666667;7;10;152;3;5;165;continuous
credit_g;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833245780099315;train;6.556632025;17;20;564;20;20;700;binomial
credit_g;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.771646945304962;test;6.556632025;17;20;564;20;20;700;binomial
294_satellite_image;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243160953173077;train;14.1748202216667;10;300;620;21;24;4505;continuous
294_satellite_image;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300603653813601;test;14.1748202216667;10;300;620;21;24;4505;continuous
228_elusage;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2393417178559;train;0.601182193333333;3;160;326;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.551101907147143;test;0.601182193333333;3;160;326;1;1;39;continuous
344_mv;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452284907806364;train;1.00089730333333;3;18;124;9;9;28538;continuous
344_mv;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454350230110697;test;1.00089730333333;3;18;124;9;9;28538;continuous
613_fri_c3_250_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234679489706022;train;1.76342856;11;304;630;3;5;175;continuous
613_fri_c3_250_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400390456273287;test;1.76342856;11;304;630;3;5;175;continuous
344_mv;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0345169710515055;train;16.4997298583333;3;160;326;5;9;28538;continuous
344_mv;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0360522675372302;test;16.4997298583333;3;160;326;5;9;28538;continuous
bupa;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.691705950672952;train;0.81878765335;13;5;136;4;5;242;binomial
bupa;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.64607170099161;test;0.81878765335;13;5;136;4;5;242;binomial
shuttle;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125202415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996052160094796;train;29.1661111116667;3;160;326;8;8;40600;multinomial
shuttle;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125202415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989558983306369;test;29.1661111116667;3;160;326;8;8;40600;multinomial
cars;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829877460022251;train;0.15250834665;7;7;106;4;7;275;multinomial
cars;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125123508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867936117936118;test;0.15250834665;7;7;106;4;7;275;multinomial
spectf;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910984848484848;train;1.27571979833333;5;200;410;16;44;245;binomial
spectf;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889546351084813;test;1.27571979833333;5;200;410;16;44;245;binomial
192_vineyard;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125203546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.553756491672142;train;0.05126748665;5;5;60;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125203546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.570791258742568;test;0.05126748665;5;5;60;1;1;37;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124202240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395636721316063;train;0.457277476666667;3;160;326;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124202240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382431065812352;test;0.457277476666667;3;160;326;2;2;156;continuous
wdbc;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99651765468092;train;0.928610396666667;5;200;410;21;21;399;binomial
wdbc;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124153544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997802197802198;test;0.928610396666667;5;200;410;21;21;399;binomial
706_sleuth_case1202;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879603527931254;train;2.63255877501667;11;320;662;3;6;66;continuous
706_sleuth_case1202;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.960172846380176;test;2.63255877501667;11;320;662;3;6;66;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124185410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.223638339193161;train;0.84275927;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124185410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.566012890355346;test;0.84275927;3;160;326;0;3;333;continuous
1089_USCrime;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426465069626346;train;0.584623225;3;160;326;4;4;33;continuous
1089_USCrime;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.47395828027529;test;0.584623225;3;160;326;4;4;33;continuous
prnn_crabs;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998769230769231;train;0.0899782916666667;3;3;24;3;3;140;binomial
prnn_crabs;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.0899782916666667;3;3;24;3;3;140;binomial
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835748243416755;train;0.30719669;7;50;334;6;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125150656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831076009429273;test;0.30719669;7;50;334;6;10;700;continuous
clean2;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.515548321302991;train;32.9672399383333;10;101;430;61;106;4619;binomial
clean2;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550208024821945;test;32.9672399383333;10;101;430;61;106;4619;binomial
1089_USCrime;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125102444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.390416988836133;train;0.176493931666667;3;12;82;5;6;33;continuous
1089_USCrime;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125102444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.412008469195463;test;0.176493931666667;3;12;82;5;6;33;continuous
schizo;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686117541152263;train;1.54930358666667;5;13;132;6;13;238;multinomial
schizo;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.632305194805195;test;1.54930358666667;5;13;132;6;13;238;multinomial
657_fri_c2_250_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.750991606646121;train;0.90992250665;3;160;326;10;10;175;continuous
657_fri_c2_250_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916850331940911;test;0.90992250665;3;160;326;10;10;175;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226250032512177;train;0.0773579816666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.428184766801676;test;0.0773579816666667;3;15;120;3;3;333;continuous
prnn_fglass;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985904285988853;train;1.58072560666667;9;280;578;5;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913298059964727;test;1.58072560666667;9;280;578;5;9;144;multinomial
satimage;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991033024793725;train;4.71724506833333;3;160;326;25;25;4505;multinomial
satimage;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985903639089956;test;4.71724506833333;3;160;326;25;25;4505;multinomial
confidence;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971170033670034;train;0.690706673333333;3;160;326;1;1;51;multinomial
confidence;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937222222222222;test;0.690706673333333;3;160;326;1;1;51;multinomial
654_fri_c0_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125144659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.538920006352133;train;0.775138011666667;5;20;214;6;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125144659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.559929837413826;test;0.775138011666667;5;20;214;6;10;350;continuous
clean1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126095021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.60301617835;3;34;74;1;94;334;binomial
clean1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126095021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.60301617835;3;34;74;1;94;334;binomial
movement_libras;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995045604632071;train;0.833644943333333;7;20;276;11;20;252;multinomial
movement_libras;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942862718347412;test;0.833644943333333;7;20;276;11;20;252;multinomial
607_fri_c4_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833477082503425;train;0.968613488333333;3;72;150;6;50;700;continuous
607_fri_c4_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839600579129195;test;0.968613488333333;3;72;150;6;50;700;continuous
confidence;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935990860990861;train;1.33969454833333;12;236;496;1;1;51;multinomial
confidence;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943333333333333;test;1.33969454833333;12;236;496;1;1;51;multinomial
645_fri_c3_500_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126110001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827512557645752;train;0.889483845;20;224;548;11;49;350;continuous
645_fri_c3_500_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126110001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840219349135378;test;0.889483845;20;224;548;11;49;350;continuous
heart_c;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125201555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948438893844781;train;0.486242161666667;8;52;376;10;13;213;binomial
heart_c;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125201555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880752102919347;test;0.486242161666667;8;52;376;10;13;213;binomial
breast_cancer;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760503700167104;train;1.093055495;5;200;410;3;9;201;binomial
breast_cancer;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.689374185136897;test;1.093055495;5;200;410;3;9;201;binomial
641_fri_c1_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83627377066126;train;1.30219885333333;5;200;410;10;10;350;continuous
641_fri_c1_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818134337773924;test;1.30219885333333;5;200;410;10;10;350;continuous
201_pol;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262129126147587;train;13.0858201266667;9;280;578;20;26;10500;continuous
201_pol;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292453128094239;test;13.0858201266667;9;280;578;20;26;10500;continuous
diabetes;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845887573964497;train;1.20398539333333;13;8;214;8;8;538;binomial
diabetes;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81980755265069;test;1.20398539333333;13;8;214;8;8;538;binomial
1199_BNG_echoMonths;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71265446613889;train;0.164111788333333;3;45;166;8;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.707274593802535;test;0.164111788333333;3;45;166;8;9;12248;continuous
613_fri_c3_250_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124182735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.766853243529875;train;0.563407963333333;6;10;132;5;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124182735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861426106183661;test;0.563407963333333;6;10;132;5;5;175;continuous
mfeat_fourier;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993881088425384;train;2.85475627833333;3;160;326;76;76;1400;multinomial
mfeat_fourier;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977450297077697;test;2.85475627833333;3;160;326;76;76;1400;multinomial
564_fried;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485862866022536;train;2.87638252666667;3;160;326;10;10;28538;continuous
564_fried;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489221764416436;test;2.87638252666667;3;160;326;10;10;28538;continuous
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641_fri_c1_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152200_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834013238091204;train;0.2423166;6;50;292;10;10;350;continuous
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622_fri_c2_1000_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126102740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237593173993715;train;3.77033020833333;8;260;536;10;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126102740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327943977091543;test;3.77033020833333;8;260;536;10;50;700;continuous
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1089_USCrime;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.414176389138832;train;0.292264518333333;6;8;108;4;4;33;continuous
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561_cpu;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.183556754632889;test;1.82611755833333;20;297;634;4;7;147;continuous
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prnn_synth;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125124811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933760683760684;test;0.12020517;7;8;128;2;2;175;binomial
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617_fri_c3_500_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839691632452086;train;0.805396533333333;3;160;326;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822932599765767;test;0.805396533333333;3;160;326;5;5;350;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203195599760695;train;1.46068772;8;260;536;4;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434951084750271;test;1.46068772;8;260;536;4;5;175;continuous
602_fri_c3_250_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811310156445016;train;0.566843446666667;12;45;544;6;9;175;continuous
602_fri_c3_250_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.910839194580706;test;0.566843446666667;12;45;544;6;9;175;continuous
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backache;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.622448979591837;test;2.19782987666667;20;128;888;26;32;126;binomial
690_visualizing_galaxy;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.243388771267476;train;1.14508041833333;6;213;438;2;4;227;continuous
690_visualizing_galaxy;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124195814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.249594688155552;test;1.14508041833333;6;213;438;2;4;227;continuous
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556_analcatdata_apnea2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240803310730544;train;0.989453051666667;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.598206838489672;test;0.989453051666667;3;160;326;0;3;333;continuous
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wine_quality_red;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742264838721149;test;5.06996923666667;5;11;118;4;11;1120;multinomial
519_vinnie;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432952195788166;train;0.725960085;3;160;326;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.558711570271828;test;0.725960085;3;160;326;1;2;266;continuous
cmc;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758112973129814;train;2.81527925166667;14;380;788;3;9;1032;multinomial
cmc;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124194938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748581677504901;test;2.81527925166667;14;380;788;3;9;1032;multinomial
tae;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.843334096459097;train;1.39987160833333;6;220;452;5;5;106;multinomial
tae;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.715837104072398;test;1.39987160833333;6;220;452;5;5;106;multinomial
auto;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998567997043607;train;1.72474599166667;7;240;494;13;21;142;multinomial
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texture;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999960551314921;train;27.9172372916667;3;13;76;13;13;3850;multinomial
texture;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999921021565202;test;27.9172372916667;3;13;76;13;13;3850;multinomial
optdigits;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999682412379719;train;31.20994388;2;46;96;51;59;3934;multinomial
optdigits;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998929836679874;test;31.20994388;2;46;96;51;59;3934;multinomial
294_satellite_image;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462812774138774;train;3.86640461666667;6;48;272;24;24;4505;continuous
294_satellite_image;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464351216807276;test;3.86640461666667;6;48;272;24;24;4505;continuous
344_mv;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124190942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140027434439433;train;5.081817045;7;224;462;9;9;28538;continuous
344_mv;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124190942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139676936141674;test;5.081817045;7;224;462;9;9;28538;continuous
labor;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.616466523333333;3;160;326;14;15;40;binomial
labor;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126082404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.616466523333333;3;160;326;14;15;40;binomial
557_analcatdata_apnea1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.336107416813398;train;1.03302085666667;7;176;366;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082707_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.153095300341336;test;1.03302085666667;7;176;366;3;3;333;continuous
coil2000;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723165080291748;train;1.16810435333333;3;75;166;2;59;6876;binomial
coil2000;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671507498026835;test;1.16810435333333;3;75;166;2;59;6876;binomial
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201_pol;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125164726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505222830579529;test;3.04125676;3;52;146;26;26;10500;continuous
nikuradse_2;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830311401387479;train;0.0463358533333333;3;2;16;0;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770478644796743;test;0.0463358533333333;3;2;16;0;1;254;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455693500311185;train;0.204442434983333;3;90;186;15;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515772941750467;test;0.204442434983333;3;90;186;15;25;175;continuous
207_autoPrice;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.396645526185895;train;0.280384835;6;50;302;4;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.416439082752201;test;0.280384835;6;50;302;4;10;112;continuous
sonar;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880656108597285;train;2.88320325166667;10;56;432;15;59;146;binomial
sonar;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856844305120167;test;2.88320325166667;10;56;432;15;59;146;binomial
tae;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984495859495859;train;2.293882245;11;320;662;5;5;106;multinomial
tae;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866727941176471;test;2.293882245;11;320;662;5;5;106;multinomial
buggyCrx;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906950053501778;train;0.491482185;8;56;376;2;14;483;binomial
buggyCrx;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904580520732883;test;0.491482185;8;56;376;2;14;483;binomial
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178131691966791;train;5.58058875333333;20;316;672;6;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302667677377609;test;5.58058875333333;20;316;672;6;50;700;continuous
german;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.830555985153109;train;5.26914216166667;20;500;1040;15;20;700;binomial
german;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.785002144082333;test;5.26914216166667;20;500;1040;15;20;700;binomial
620_fri_c1_1000_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821274001050245;train;2.673324715;10;50;440;25;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874530663414387;test;2.673324715;10;50;440;25;25;700;continuous
605_fri_c2_250_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216344032037614;train;2.89658342501667;14;364;756;3;25;175;continuous
605_fri_c2_250_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400432650253951;test;2.89658342501667;14;364;756;3;25;175;continuous
584_fri_c4_500_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124163859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802948674164448;train;0.333132893333333;6;122;312;5;25;350;continuous
584_fri_c4_500_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124163859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808949404107464;test;0.333132893333333;6;122;312;5;25;350;continuous
phoneme;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796141596141596;train;0.431443623333333;10;20;322;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79071410223478;test;0.431443623333333;10;20;322;5;5;3783;binomial
letter;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981718211113925;train;60.1406234333333;1;16;42;16;16;14000;multinomial
letter;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980757161202781;test;60.1406234333333;1;16;42;16;16;14000;multinomial
mfeat_morphological;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924471261758135;train;1.28926665666667;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921430256072635;test;1.28926665666667;3;160;326;2;2;1400;multinomial
cloud;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678074394741062;train;0.0881095783333333;6;5;66;4;5;76;multinomial
cloud;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.552469135802469;test;0.0881095783333333;6;5;66;4;5;76;multinomial
biomed;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924094127446897;train;0.585689076666667;3;160;326;5;8;147;binomial
biomed;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954594017094017;test;0.585689076666667;3;160;326;5;8;147;binomial
584_fri_c4_500_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276535402882136;train;0.935165413333333;3;160;326;5;25;350;continuous
584_fri_c4_500_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42050778112713;test;0.935165413333333;3;160;326;5;25;350;continuous
analcatdata_asbestos;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126100714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853686635944701;train;0.206386215;13;3;84;2;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126100714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874074074074074;test;0.206386215;13;3;84;2;3;59;binomial
prnn_fglass;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884652924594785;train;2.81938782;14;9;252;4;9;144;multinomial
prnn_fglass;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125160549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856039304610733;test;2.81938782;14;9;252;4;9;144;multinomial
cars;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.17069283333333;6;220;452;1;6;275;multinomial
cars;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992063492063492;test;1.17069283333333;6;220;452;1;6;275;multinomial
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.530030024667411;train;1.01783436666667;14;125;638;15;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535126061607578;test;1.01783436666667;14;125;638;15;25;700;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790791090058836;train;0.704174665;3;72;150;50;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126104924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87815066099597;test;0.704174665;3;72;150;50;50;350;continuous
contraceptive;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124184720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.730377598398215;train;2.229869255;7;9;132;5;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124184720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.704589941444402;test;2.229869255;7;9;132;5;9;1032;multinomial
595_fri_c0_1000_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486180648125169;train;0.431225616666667;3;20;132;5;10;700;continuous
595_fri_c0_1000_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510044999580246;test;0.431225616666667;3;20;132;5;10;700;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432916823292643;train;1.677722645;7;240;494;2;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.550330196308315;test;1.677722645;7;240;494;2;10;356;continuous
analcatdata_cyyoung8092;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933293269230769;train;1.69959086166667;9;280;578;1;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126111630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.735119047619048;test;1.69959086166667;9;280;578;1;7;68;binomial
657_fri_c2_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77307357672737;train;0.119515131666667;3;50;166;10;10;175;continuous
657_fri_c2_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844780712161706;test;0.119515131666667;3;50;166;10;10;175;continuous
cars;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793092182573725;train;0.135753431666667;8;7;116;3;7;275;multinomial
cars;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787878787878788;test;0.135753431666667;8;7;116;3;7;275;multinomial
649_fri_c0_500_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404451954313733;train;0.668544336666667;3;160;326;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.455307334571052;test;0.668544336666667;3;160;326;5;5;350;continuous
bupa;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734700854700855;train;0.200917489983333;6;20;206;5;5;242;binomial
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wine_quality_white;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.652614065591331;train;2.81433403;1;11;32;1;11;3429;multinomial
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satimage;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980755945653479;train;0.750114041666667;6;25;232;24;25;4505;multinomial
satimage;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977844634109733;test;0.750114041666667;6;25;232;24;25;4505;multinomial
641_fri_c1_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834121497593238;train;1.27991023666667;3;160;326;10;10;350;continuous
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605_fri_c2_250_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852172846480599;test;1.93142135333333;8;50;360;24;25;175;continuous
analcatdata_bankruptcy;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.210570776666667;5;24;238;6;6;35;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892857142857143;test;0.210570776666667;5;24;238;6;6;35;binomial
573_cpu_act;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126101148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324340414576202;train;0.313539776666667;6;80;302;3;16;5735;continuous
573_cpu_act;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126101148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336893740382861;test;0.313539776666667;6;80;302;3;16;5735;continuous
satimage;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978912273132131;train;23.7623915783333;3;25;112;23;25;4505;multinomial
satimage;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981732482014481;test;23.7623915783333;3;25;112;23;25;4505;multinomial
633_fri_c0_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49690112336182;train;0.978315968333333;14;125;648;24;25;350;continuous
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churn;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867146267548682;train;0.7200941;10;60;460;10;15;3500;binomial
churn;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860605389442599;test;0.7200941;10;60;460;10;15;3500;binomial
228_elusage;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338678621634885;train;0.63292261;3;160;326;1;1;39;continuous
228_elusage;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.50404295701398;test;0.63292261;3;160;326;1;1;39;continuous
573_cpu_act;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126102526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.270318187277356;train;2.14012821833333;8;244;504;4;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126102526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278242519045524;test;2.14012821833333;8;244;504;4;17;5735;continuous
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201_pol;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435168439561233;test;3.525345195;11;256;534;25;25;10500;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825081301077813;train;1.37271056166667;5;200;410;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859805645326861;test;1.37271056166667;5;200;410;5;5;350;continuous
wine_quality_white;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585938550575998;train;2.00602589333333;3;11;72;1;11;3429;multinomial
wine_quality_white;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.595195262742112;test;2.00602589333333;3;11;72;1;11;3429;multinomial
1193_BNG_lowbwt;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.579195001582879;train;28.0951535433333;11;300;622;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.604102730282444;test;28.0951535433333;11;300;622;8;9;21773;continuous
optdigits;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124161441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999821815552628;train;3.93025794666667;3;160;326;51;60;3934;multinomial
optdigits;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124161441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998843922585164;test;3.93025794666667;3;160;326;51;60;3934;multinomial
1191_BNG_pbc;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794925298510593;train;35.73424655;4;36;188;18;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79435238451851;test;35.73424655;4;36;188;18;18;700000;continuous
segmentation;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996752242531962;train;3.21303196833333;8;228;472;8;14;1617;multinomial
segmentation;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996577264162763;test;3.21303196833333;8;228;472;8;14;1617;multinomial
spectf;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867588932806324;train;0.752736111666667;10;144;468;11;44;245;binomial
spectf;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863412228796844;test;0.752736111666667;10;144;468;11;44;245;binomial
584_fri_c4_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833285681658086;train;2.661494605;10;50;444;24;25;350;continuous
584_fri_c4_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794360660900468;test;2.661494605;10;50;444;24;25;350;continuous
waveform_40;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96932334525269;train;16.2855819283333;5;40;220;19;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97153973583903;test;16.2855819283333;5;40;220;19;40;3500;multinomial
627_fri_c2_500_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125105235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811217995302364;train;0.635334966666667;3;20;130;10;10;350;continuous
627_fri_c2_500_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125105235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.870457225282849;test;0.635334966666667;3;20;130;10;10;350;continuous
prnn_synth;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94;train;0.0641639466666667;3;2;16;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125160624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918571428571429;test;0.0641639466666667;3;2;16;2;2;175;binomial
527_analcatdata_election2000;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180614106140189;train;1.44755092;7;240;494;1;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125094707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.46437062078818;test;1.44755092;7;240;494;1;2;47;continuous
churn;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853687983223876;train;5.58833698001667;10;15;302;7;15;3500;binomial
churn;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856219983049251;test;5.58833698001667;10;15;302;7;15;3500;binomial
haberman;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727819726285984;train;0.654441608333333;3;160;326;1;3;215;binomial
haberman;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.665461624026696;test;0.654441608333333;3;160;326;1;3;215;binomial
561_cpu;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0866706711835506;train;1.86290003;8;260;536;6;7;147;continuous
561_cpu;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0799530660564457;test;1.86290003;8;260;536;6;7;147;continuous
599_fri_c2_1000_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806637571827563;train;0.101432858333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804250218278268;test;0.101432858333333;3;25;156;5;5;700;continuous
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vowel;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085136_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992508674802641;test;1.23041002;3;160;326;10;13;693;multinomial
tae;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981561813914755;train;0.641745193333333;3;160;326;5;5;106;multinomial
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588_fri_c4_1000_100;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261605179632922;test;1.791436825;3;160;326;5;100;700;continuous
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605_fri_c2_250_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160917_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417846416437354;test;2.38487742;10;300;620;3;25;175;continuous
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560_bodyfat;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0368347700037354;train;0.627302761666667;3;26;150;1;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125164658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0309440795465162;test;0.627302761666667;3;26;150;1;13;177;continuous
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glass2;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.573502722323049;test;0.73127226;8;9;154;5;9;115;binomial
breast_w;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988150905282059;train;0.501646325;8;32;362;3;8;490;binomial
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596_fri_c2_250_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797705695576866;train;0.791089246666667;3;160;326;5;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859623927544656;test;0.791089246666667;3;160;326;5;5;175;continuous
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mfeat_morphological;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944221993797496;test;1.86665447666667;3;160;326;3;3;1400;multinomial
623_fri_c4_1000_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820554486421648;train;0.821194446666667;3;160;326;8;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832104310843281;test;0.821194446666667;3;160;326;8;10;700;continuous
1196_BNG_pharynx;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660599725131137;train;26.63914656;6;20;250;10;10;700000;continuous
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678_visualizing_environmental;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779393018342607;train;0.191573108333333;5;6;72;3;3;78;continuous
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527_analcatdata_election2000;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.119403613133077;train;0.898489473333333;5;200;410;1;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.127711518671595;test;0.898489473333333;5;200;410;1;2;47;continuous
218_house_8L;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455576858101656;train;3.73557498833333;7;16;240;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453539728810152;test;3.73557498833333;7;16;240;8;8;15949;continuous
pendigits;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960097370611175;train;1.06023230666667;10;16;282;6;16;7695;multinomial
pendigits;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958900838207152;test;1.06023230666667;10;16;282;6;16;7695;multinomial
letter;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978302726551047;train;3.46809071;5;16;152;15;16;14000;multinomial
letter;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977238266900109;test;3.46809071;5;16;152;15;16;14000;multinomial
1089_USCrime;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125152714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.356433380708823;train;0.0718469733333333;3;10;74;2;2;33;continuous
1089_USCrime;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125152714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.561873489502228;test;0.0718469733333333;3;10;74;2;2;33;continuous
australian;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125134339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974865834959576;train;4.21143712166667;20;500;1040;12;14;483;binomial
australian;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125134339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920467342342342;test;4.21143712166667;20;500;1040;12;14;483;binomial
calendarDOW;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98821582919224;train;1.82699714833333;10;300;620;12;14;280;multinomial
calendarDOW;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.833193367346939;test;1.82699714833333;10;300;620;12;14;280;multinomial
637_fri_c1_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225473262088133;train;1.10313907666667;3;160;326;18;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410703639270371;test;1.10313907666667;3;160;326;18;50;350;continuous
schizo;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690974365569273;train;1.59041630166667;7;13;178;5;13;238;multinomial
schizo;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.635935245310245;test;1.59041630166667;7;13;178;5;13;238;multinomial
sonar;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.962515465;20;500;1040;53;59;146;binomial
sonar;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938624338624339;test;3.962515465;20;500;1040;53;59;146;binomial
561_cpu;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.15448229565874;train;0.581115891666667;10;35;460;7;7;147;continuous
561_cpu;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160745_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.12521115361943;test;0.581115891666667;10;35;460;7;7;147;continuous
582_fri_c1_500_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806936201237706;train;0.41287867;3;50;150;24;25;350;continuous
582_fri_c1_500_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840853253983902;test;0.41287867;3;50;150;24;25;350;continuous
230_machine_cpu;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.310593151291395;train;2.10477474166667;20;12;466;6;6;147;continuous
230_machine_cpu;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496547659776217;test;2.10477474166667;20;12;466;6;6;147;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830523799069012;train;0.383523935;8;50;376;6;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851804589803752;test;0.383523935;8;50;376;6;10;700;continuous
heart_h;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900195694716243;train;0.84816143335;7;12;170;4;12;206;binomial
heart_h;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927272727272727;test;0.84816143335;7;12;170;4;12;206;binomial
wine_quality_red;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805133517321634;train;2.11340174333333;6;220;452;3;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699094668035493;test;2.11340174333333;6;220;452;3;11;1120;multinomial
credit_a;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125142158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928047805996595;train;1.436287525;19;52;838;10;13;483;binomial
credit_a;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125142158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901999622712696;test;1.436287525;19;52;838;10;13;483;binomial
557_analcatdata_apnea1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.220092994630331;train;0.09688342;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197042665000797;test;0.09688342;3;15;120;3;3;333;continuous
analcatdata_boxing2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74213691026827;train;0.0648742366666667;3;12;84;1;3;93;binomial
analcatdata_boxing2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.508571428571429;test;0.0648742366666667;3;12;84;1;3;93;binomial
phoneme;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804245659801215;train;0.26307980335;6;20;192;5;5;3783;binomial
phoneme;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796519393783714;test;0.26307980335;6;20;192;5;5;3783;binomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.752801120448179;train;0.114150598333333;5;3;36;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.542105263157895;test;0.114150598333333;5;3;36;1;3;93;binomial
bupa;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699528591924575;train;0.312344478333333;8;5;86;4;5;242;binomial
bupa;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163509_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.633867276887872;test;0.312344478333333;8;5;86;4;5;242;binomial
601_fri_c1_250_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821889315419432;train;0.25490056;3;10;72;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763506137673563;test;0.25490056;3;10;72;5;5;175;continuous
564_fried;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487582526196989;train;1.92835893166667;5;20;212;7;10;28538;continuous
564_fried;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489834710837489;test;1.92835893166667;5;20;212;7;10;28538;continuous
ecoli;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9811348818761;train;0.840679905;3;160;326;6;6;229;multinomial
ecoli;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962272331743031;test;0.840679905;3;160;326;6;6;229;multinomial
prnn_crabs;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997753267973856;train;0.240374051666667;6;16;184;3;4;140;binomial
prnn_crabs;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.240374051666667;6;16;184;3;4;140;binomial
agaricus_lepiota;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.59720745;3;75;166;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125113801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.59720745;3;75;166;20;20;5702;binomial
profb;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871276987996231;train;0.912287176666667;3;160;326;9;9;471;binomial
profb;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.631406761177754;test;0.912287176666667;3;160;326;9;9;471;binomial
vowel;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969837595194769;train;2.87496504833333;9;232;482;10;13;693;multinomial
vowel;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952264840136947;test;2.87496504833333;9;232;482;10;13;693;multinomial
1201_BNG_breastTumor;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916684661016802;train;3.20598828166667;5;18;196;8;9;81648;continuous
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vowel;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952400311715892;test;9.44936555166667;5;13;138;11;13;693;multinomial
583_fri_c1_1000_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800175117302388;train;0.38540117;5;130;270;29;50;700;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851517827905029;test;0.38540117;5;130;270;29;50;700;continuous
712_chscase_geyser1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.498956205190002;train;0.062430165;3;10;78;1;2;156;continuous
712_chscase_geyser1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46911396751115;test;0.062430165;3;10;78;1;2;156;continuous
Hill_Valley_with_noise;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5943906147682;train;1.49737082833333;7;240;494;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.515588949605343;test;1.49737082833333;7;240;494;1;1;849;binomial
650_fri_c0_500_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252522694516559;train;4.21593737333333;10;280;580;22;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49707372523956;test;4.21593737333333;10;280;580;22;50;350;continuous
201_pol;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442619433362148;train;3.33395623668333;10;247;514;25;25;10500;continuous
201_pol;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126091313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.425386769685731;test;3.33395623668333;10;247;514;25;25;10500;continuous
529_pollen;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430568364901223;train;0.23481801665;7;20;306;4;4;2694;continuous
529_pollen;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445589121118125;test;0.23481801665;7;20;306;4;4;2694;continuous
ring;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766911107795049;train;3.47985448333333;20;260;560;20;20;5180;binomial
ring;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785947915574701;test;3.47985448333333;20;260;560;20;20;5180;binomial
1030_ERA;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.739842616368016;train;0.280285196666667;8;20;316;4;4;700;continuous
1030_ERA;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800712357790109;test;0.280285196666667;8;20;316;4;4;700;continuous
678_visualizing_environmental;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.68157927208597;train;0.128825543333333;6;15;156;3;3;78;continuous
678_visualizing_environmental;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.926624832365575;test;0.128825543333333;6;15;156;3;3;78;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18882583082305;train;2.47215490333333;14;316;660;6;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311778675206207;test;2.47215490333333;14;316;660;6;24;350;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18645382184994;train;2.15209882;3;160;326;5;99;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26521458564677;test;2.15209882;3;160;326;5;99;700;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.275600178754283;train;0.930971265016667;3;160;326;5;25;700;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102218_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393628347215839;test;0.930971265016667;3;160;326;5;25;700;continuous
ring;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822551873133545;train;2.27555187333333;3;20;108;20;20;5180;binomial
ring;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126093715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801190468457701;test;2.27555187333333;3;20;108;20;20;5180;binomial
movement_libras;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.724652408333333;7;20;242;20;20;252;multinomial
movement_libras;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880649005756149;test;0.724652408333333;7;20;242;20;20;252;multinomial
658_fri_c3_250_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.921756787214517;train;0.159630673333333;3;90;186;2;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.93067208008107;test;0.159630673333333;3;90;186;2;25;175;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.629072080492441;train;1.39722191333333;9;50;402;22;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.544499364950113;test;1.39722191333333;9;50;402;22;25;70;continuous
prnn_fglass;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976025835866261;train;1.34092945;7;240;494;4;9;144;multinomial
prnn_fglass;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884369565217391;test;1.34092945;7;240;494;4;9;144;multinomial
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487046743503507;train;1.90301042333333;11;268;558;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495782054864592;test;1.90301042333333;11;268;558;5;5;700;continuous
537_houses;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.524608731065081;train;10.4291289716667;3;160;326;5;6;14448;continuous
537_houses;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528812534633068;test;10.4291289716667;3;160;326;5;6;14448;continuous
vehicle;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995667007551621;train;1.83044688335;8;260;536;12;13;593;multinomial
vehicle;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924494314634066;test;1.83044688335;8;260;536;12;13;593;multinomial
594_fri_c2_100_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.902663719878429;train;1.50774922501667;6;220;452;3;5;70;continuous
594_fri_c2_100_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.977256064872922;test;1.50774922501667;6;220;452;3;5;70;continuous
waveform_21;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968166454982344;train;13.113138445;7;21;246;19;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963505303471769;test;13.113138445;7;21;246;19;21;3500;multinomial
599_fri_c2_1000_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126095715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.150301658741497;train;3.47284337833333;15;400;830;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126095715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2704851238693;test;3.47284337833333;15;400;830;5;5;700;continuous
Hill_Valley_with_noise;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.543990499339615;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52038554948391;test;;-Inf;-Inf;;1;1;849;binomial
saheart;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801440329218107;train;1.896809465;16;9;294;8;9;324;binomial
saheart;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779069767441861;test;1.896809465;16;9;294;8;9;324;binomial
cars;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.840008558344102;train;0.0852483283333333;5;6;68;3;6;275;multinomial
cars;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.827568922305764;test;0.0852483283333333;5;6;68;3;6;275;multinomial
hepatitis;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901776384535005;train;1.97650434333333;10;300;620;18;19;109;binomial
hepatitis;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780555555555556;test;1.97650434333333;10;300;620;18;19;109;binomial
heart_h;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932024319744842;train;1.28879995333333;8;12;200;7;12;206;binomial
heart_h;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125091424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890710382513661;test;1.28879995333333;8;12;200;7;12;206;binomial
twonorm;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997758348240906;train;1.69958067666667;3;160;326;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998084494878865;test;1.69958067666667;3;160;326;20;20;5180;binomial
optdigits;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999411073420148;train;45.63302591665;2;46;96;46;59;3934;multinomial
optdigits;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998204312616902;test;45.63302591665;2;46;96;46;59;3934;multinomial
breast_cancer;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.751730723322989;train;2.20581704166667;14;348;724;7;9;201;binomial
breast_cancer;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715775749674055;test;2.20581704166667;14;348;724;7;9;201;binomial
contraceptive;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708126365800137;train;3.480025525;9;9;168;4;9;1032;multinomial
contraceptive;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.680099329177198;test;3.480025525;9;9;168;4;9;1032;multinomial
allhyper;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994751699397889;train;4.778056085;9;280;578;6;24;2640;multinomial
allhyper;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895293842339607;test;4.778056085;9;280;578;6;24;2640;multinomial
590_fri_c0_1000_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475463892065281;train;1.55354956166667;7;219;452;16;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4818004752374;test;1.55354956166667;7;219;452;16;50;700;continuous
haberman;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.719289164941339;train;0.109332205;3;3;24;2;3;215;binomial
haberman;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.673032407407407;test;0.109332205;3;3;24;2;3;215;binomial
heart_h;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893861365743125;train;0.567090218333333;3;160;326;12;12;206;binomial
heart_h;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909917355371901;test;0.567090218333333;3;160;326;12;12;206;binomial
mfeat_morphological;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95104359066304;train;0.0745567633333333;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936712618338973;test;0.0745567633333333;3;3;24;3;3;1400;multinomial
Hill_Valley_with_noise;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.60117204408484;train;1.44077467333333;6;220;452;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.519353369763206;test;1.44077467333333;6;220;452;1;1;849;binomial
602_fri_c3_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227875711358677;train;0.584216163333333;3;160;326;9;9;175;continuous
602_fri_c3_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437899096460461;test;0.584216163333333;3;160;326;9;9;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796286638922507;train;1.39390587666667;5;200;410;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878688408618645;test;1.39390587666667;5;200;410;5;5;175;continuous
616_fri_c4_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826229064324938;train;2.34711009333333;10;300;620;17;49;350;continuous
616_fri_c4_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821222208486468;test;2.34711009333333;10;300;620;17;49;350;continuous
analcatdata_asbestos;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860532407407407;train;0.0722464983333333;3;3;24;3;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892857142857143;test;0.0722464983333333;3;3;24;3;3;59;binomial
hypothyroid;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899277784674316;train;1.728551715;13;232;490;10;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881737731295253;test;1.728551715;13;232;490;10;20;2215;binomial
634_fri_c2_100_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339964890684881;train;0.97058817665;5;200;410;2;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.513386041387994;test;0.97058817665;5;200;410;2;9;70;continuous
hepatitis;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916666666666667;train;3.80532164;20;19;722;6;19;109;binomial
hepatitis;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.61948051948052;test;3.80532164;20;19;722;6;19;109;binomial
heart_c;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936609686609687;train;0.633117149983333;3;160;326;11;13;213;binomial
heart_c;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.879960317460317;test;0.633117149983333;3;160;326;11;13;213;binomial
503_wind;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393094100988885;train;4.531302235;3;160;326;14;14;4602;continuous
503_wind;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443966903770111;test;4.531302235;3;160;326;14;14;4602;continuous
pima;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828541828541829;train;1.27286137835;11;8;184;8;8;538;binomial
pima;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846549009859972;test;1.27286137835;11;8;184;8;8;538;binomial
breast;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.564932308333333;8;40;368;8;10;490;binomial
breast;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986748607643557;test;0.564932308333333;8;40;368;8;10;490;binomial
mfeat_zernike;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988667478710734;train;37.4615091483333;3;32;134;32;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977264415028937;test;37.4615091483333;3;32;134;32;32;1400;multinomial
1201_BNG_breastTumor;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915386001013822;train;0.322088425;3;45;166;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917321018601705;test;0.322088425;3;45;166;8;9;81648;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805157433756718;train;0.190251968333333;3;85;176;13;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817861114398207;test;0.190251968333333;3;85;176;13;25;700;continuous
analcatdata_creditscore;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.572334653333333;3;160;326;6;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.572334653333333;3;160;326;6;6;70;binomial
new_thyroid;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125133213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.7818263;3;160;326;5;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125133213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.7818263;3;160;326;5;5;151;multinomial
agaricus_lepiota;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125120915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.22644493333333;3;160;326;20;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125120915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;2.22644493333333;3;160;326;20;20;5702;binomial
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.506203473330758;train;0.41721599;5;130;270;10;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507199595531868;test;0.41721599;5;130;270;10;50;700;continuous
breast_w;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991882388149035;train;0.74638208;3;9;62;5;9;490;binomial
breast_w;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991538764266037;test;0.74638208;3;9;62;5;9;490;binomial
659_sleuth_ex1714;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251600076010468;train;0.576015071666667;3;160;326;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537424716227372;test;0.576015071666667;3;160;326;1;1;33;continuous
634_fri_c2_100_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.652788497014837;train;0.2966044;6;45;302;9;9;70;continuous
634_fri_c2_100_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125140637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872265755922678;test;0.2966044;6;45;302;9;9;70;continuous
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645_fri_c3_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818955352459403;train;0.680363571666667;3;70;150;4;50;350;continuous
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586_fri_c3_1000_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796257684009971;train;0.793945253333333;3;160;326;20;25;700;continuous
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613_fri_c3_250_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124182735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.359118889336048;train;0.583016010016667;3;160;326;2;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124182735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.581764152796993;test;0.583016010016667;3;160;326;2;5;175;continuous
1030_ERA;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.713819377169024;train;0.673632101666667;3;160;326;4;4;700;continuous
1030_ERA;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.773813806264494;test;0.673632101666667;3;160;326;4;4;700;continuous
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597_fri_c2_500_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816958452251288;train;0.125343936666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832905715407457;test;0.125343936666667;3;25;156;5;5;350;continuous
colic;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923812921639855;train;1.49248062331667;7;240;494;3;22;258;binomial
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1199_BNG_echoMonths;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716082508260735;train;0.444455841666667;7;45;334;7;9;12248;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.709895085872083;test;0.444455841666667;7;45;334;7;9;12248;continuous
633_fri_c0_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493371815626212;train;0.319168526666667;5;121;270;13;25;350;continuous
633_fri_c0_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.5166636223113;test;0.319168526666667;5;121;270;13;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822380964402098;train;1.05764204166667;6;50;276;4;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849252455635881;test;1.05764204166667;6;50;276;4;25;350;continuous
564_fried;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282279237154448;train;39.2145659633333;4;180;368;5;10;28538;continuous
564_fried;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307257447818826;test;39.2145659633333;4;180;368;5;10;28538;continuous
646_fri_c3_500_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782573465318044;train;0.962077941666667;3;160;326;9;9;350;continuous
646_fri_c3_500_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851794552812937;test;0.962077941666667;3;160;326;9;9;350;continuous
sleep;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89491091825536;train;3.733031865;5;13;128;12;13;74136;multinomial
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glass;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125122214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905170973673372;train;3.03007030833333;11;9;204;4;9;144;multinomial
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sonar;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945945945945946;train;1.14026788166667;13;230;594;25;60;146;binomial
sonar;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801081081081081;test;1.14026788166667;13;230;594;25;60;146;binomial
wine_recognition;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.329709286666667;3;13;72;7;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992424242424242;test;0.329709286666667;3;13;72;7;13;125;multinomial
waveform_21;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124182006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9679492293813;train;1.332085815;3;160;326;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124182006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967291928288859;test;1.332085815;3;160;326;21;21;3500;multinomial
prnn_synth;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951764705882353;train;0.74638482335;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926071428571429;test;0.74638482335;3;160;326;2;2;175;binomial
656_fri_c1_100_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787705707560504;train;0.440356076683333;8;10;176;5;5;70;continuous
656_fri_c1_100_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88428806433114;test;0.440356076683333;8;10;176;5;5;70;continuous
mfeat_karhunen;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997863989289054;train;2.26137702498333;5;200;410;35;64;1400;multinomial
mfeat_karhunen;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99309058087187;test;2.26137702498333;5;200;410;35;64;1400;multinomial
618_fri_c3_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193903297006918;train;1.97484654666667;5;200;410;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299603870227117;test;1.97484654666667;5;200;410;5;50;700;continuous
207_autoPrice;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24818002373366;train;0.665497105;3;160;326;3;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.499552972500584;test;0.665497105;3;160;326;3;11;112;continuous
mfeat_zernike;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987975133587188;train;4.332184825;7;240;494;31;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977159216491087;test;4.332184825;7;240;494;31;32;1400;multinomial
659_sleuth_ex1714;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.427657588049289;train;0.07312551;3;10;80;2;2;33;continuous
659_sleuth_ex1714;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357723571584995;test;0.07312551;3;10;80;2;2;33;continuous
glass;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86143367003367;train;1.247998085;6;220;452;4;9;144;multinomial
glass;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.752884615384615;test;1.247998085;6;220;452;4;9;144;multinomial
mfeat_morphological;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916906317779863;train;0.587838443333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912869009600246;test;0.587838443333333;3;2;16;2;2;1400;multinomial
579_fri_c0_250_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501313794065636;train;0.11002115;3;25;156;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513005451497472;test;0.11002115;3;25;156;5;5;175;continuous
agaricus_lepiota;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.86036783;3;160;326;10;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124213310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.86036783;3;160;326;10;20;5702;binomial
637_fri_c1_500_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830277888655649;train;0.972286203333333;3;72;150;9;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.89009621629915;test;0.972286203333333;3;72;150;9;50;350;continuous
pendigits;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997194969487855;train;10.2864860016833;3;160;326;16;16;7695;multinomial
pendigits;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997397728879086;test;10.2864860016833;3;160;326;16;16;7695;multinomial
643_fri_c2_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888829799144654;train;0.43103619;7;125;354;4;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880546656007457;test;0.43103619;7;125;354;4;25;350;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.727068038054368;train;0.512270865;12;30;544;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125160425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76776232289643;test;0.512270865;12;30;544;2;6;103;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341044034398895;train;0.70373457;3;160;326;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492223053381475;test;0.70373457;3;160;326;1;2;33;continuous
637_fri_c1_500_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251357548414265;train;3.08693615166667;16;416;864;3;50;350;continuous
637_fri_c1_500_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363142650301901;test;3.08693615166667;16;416;864;3;50;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859970330848683;train;1.57866799666667;6;220;452;4;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.766322052949415;test;1.57866799666667;6;220;452;4;5;350;continuous
294_satellite_image;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464834410542565;train;4.346427255;5;50;230;21;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488507965075439;test;4.346427255;5;50;230;21;25;4505;continuous
228_elusage;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126102118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361321831513425;train;2.21536875666667;11;320;662;1;1;39;continuous
228_elusage;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126102118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430977657745779;test;2.21536875666667;11;320;662;1;1;39;continuous
1089_USCrime;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.37332543105348;train;0.72047016;3;160;326;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.584197405642372;test;0.72047016;3;160;326;5;5;33;continuous
analcatdata_asbestos;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903225806451613;train;0.622074708333333;3;160;326;3;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881481481481482;test;0.622074708333333;3;160;326;3;3;59;binomial
heart_h;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950809266899397;train;0.708463611666667;3;160;326;11;12;206;binomial
heart_h;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855325914149444;test;0.708463611666667;3;160;326;11;12;206;binomial
649_fri_c0_500_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124204827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455990383329072;train;1.344995225;6;204;420;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124204827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475079541080505;test;1.344995225;6;204;420;5;5;350;continuous
titanic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.72765029463569;train;2.37192234333333;10;290;600;7;7;1545;binomial
titanic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746192026471687;test;2.37192234333333;10;290;600;7;7;1545;binomial
657_fri_c2_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234593069768125;train;0.718819385;3;160;326;10;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392792489376459;test;0.718819385;3;160;326;10;10;175;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827329561737283;train;1.35273032333333;5;200;410;6;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838717656945398;test;1.35273032333333;5;200;410;6;10;350;continuous
598_fri_c0_1000_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490845897242572;train;0.92537967;13;125;596;10;25;700;continuous
598_fri_c0_1000_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.544169701945156;test;0.92537967;13;125;596;10;25;700;continuous
583_fri_c1_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811659769771884;train;0.322978201666667;5;130;270;22;50;700;continuous
583_fri_c1_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844834780368286;test;0.322978201666667;5;130;270;22;50;700;continuous
vowel;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965099294035645;train;2.908716655;8;212;440;10;13;693;multinomial
vowel;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192519_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954055118612332;test;2.908716655;8;212;440;10;13;693;multinomial
texture;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999991418610888;train;0.439104948333333;3;13;84;13;13;3850;multinomial
texture;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994828661687549;test;0.439104948333333;3;13;84;13;13;3850;multinomial
sleep;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126110737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.593093650601238;train;34.84493091665;1;13;36;10;13;74136;multinomial
sleep;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126110737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594302305499129;test;34.84493091665;1;13;36;10;13;74136;multinomial
505_tecator;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0456184971826173;train;1.60431034;7;240;494;6;18;168;continuous
505_tecator;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.100431165081469;test;1.60431034;7;240;494;6;18;168;continuous
coil2000;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723216973734668;train;6.17108685333333;20;178;880;2;59;6876;binomial
coil2000;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124204257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671447553774989;test;6.17108685333333;20;178;880;2;59;6876;binomial
344_mv;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124190942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454688401892449;train;0.4687797;7;45;334;8;9;28538;continuous
344_mv;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124190942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.450745756593846;test;0.4687797;7;45;334;8;9;28538;continuous
spambase;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97985679152295;train;0.313508523333333;3;80;166;37;54;3221;binomial
spambase;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975411404095131;test;0.313508523333333;3;80;166;37;54;3221;binomial
344_mv;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143982091250473;train;4.38495104166667;5;200;410;10;10;28538;continuous
344_mv;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143692807052032;test;4.38495104166667;5;200;410;10;10;28538;continuous
allhypo;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982905419165966;train;7.15516255;13;323;672;22;24;2639;multinomial
allhypo;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932901594443061;test;7.15516255;13;323;672;22;24;2639;multinomial
allhypo;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96235607247592;train;1.54101647166667;3;160;326;2;24;2639;multinomial
allhypo;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939559536654636;test;1.54101647166667;3;160;326;2;24;2639;multinomial
622_fri_c2_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812622975081014;train;1.00436243833333;3;72;150;28;50;700;continuous
622_fri_c2_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813976963047702;test;1.00436243833333;3;72;150;28;50;700;continuous
Hill_Valley_without_noise;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126095328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.51200812755374;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126095328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497692494534855;test;;-Inf;-Inf;;1;1;849;binomial
678_visualizing_environmental;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.581801990386684;train;0.584983043333333;3;160;326;3;3;78;continuous
678_visualizing_environmental;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124171111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.893500052700105;test;0.584983043333333;3;160;326;3;3;78;continuous
ionosphere;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964073570457311;train;4.16432288666667;11;32;474;32;32;246;binomial
ionosphere;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815182829888712;test;4.16432288666667;11;32;474;32;32;246;binomial
collins;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124191617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997862553348545;train;9.18275468666667;3;20;112;2;20;340;multinomial
collins;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124191617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999010545484904;test;9.18275468666667;3;20;112;2;20;340;multinomial
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99520749665328;train;0.19046597835;3;76;166;8;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991487455197133;test;0.19046597835;3;76;166;8;20;399;binomial
637_fri_c1_500_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828079490137445;train;1.68153866166667;6;220;452;23;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897306645385929;test;1.68153866166667;6;220;452;23;50;350;continuous
344_mv;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125154119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133830828554784;train;4.64108379666667;7;208;430;5;10;28538;continuous
344_mv;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125154119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135242962544733;test;4.64108379666667;7;208;430;5;10;28538;continuous
695_chatfield_4;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.362824883587152;train;1.74875067666667;9;20;370;4;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.401499498208147;test;1.74875067666667;9;20;370;4;10;165;continuous
690_visualizing_galaxy;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.267191515081184;train;0.851355385;3;160;326;3;3;227;continuous
690_visualizing_galaxy;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293379526933779;test;0.851355385;3;160;326;3;3;227;continuous
iris;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992016806722689;train;0.659485886666667;3;160;326;1;3;105;multinomial
iris;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992361111111111;test;0.659485886666667;3;160;326;1;3;105;multinomial
294_satellite_image;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459045624702042;train;0.201972576666667;3;85;176;21;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469496247971964;test;0.201972576666667;3;85;176;21;26;4505;continuous
601_fri_c1_250_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41730174574721;train;0.551223938333333;3;160;326;2;5;175;continuous
601_fri_c1_250_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.502099297847028;test;0.551223938333333;3;160;326;2;5;175;continuous
churn;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125191630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860448254749116;train;2.36997343;3;15;98;5;15;3500;binomial
churn;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125191630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852933611716292;test;2.36997343;3;15;98;5;15;3500;binomial
sonar;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870475113122172;train;1.85669459;10;300;620;28;60;146;binomial
sonar;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836990595611285;test;1.85669459;10;300;620;28;60;146;binomial
tokyo1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964487073372608;train;1.12271551666667;5;200;410;13;21;672;binomial
tokyo1;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977323914823915;test;1.12271551666667;5;200;410;13;21;672;binomial
227_cpu_small;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319807410761061;train;1.37209382166667;6;24;240;3;12;5735;continuous
227_cpu_small;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.302113190249308;test;1.37209382166667;6;24;240;3;12;5735;continuous
mfeat_morphological;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920373752617638;train;2.80570223166667;6;220;452;2;2;1400;multinomial
mfeat_morphological;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912088280073995;test;2.80570223166667;6;220;452;2;2;1400;multinomial
sleep;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893664137526633;train;103.368503111667;1;13;36;13;13;74136;multinomial
sleep;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125084514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891401171540535;test;103.368503111667;1;13;36;13;13;74136;multinomial
spectf;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859323216466074;train;0.218877038333333;3;84;174;8;44;245;binomial
spectf;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923611111111111;test;0.218877038333333;3;84;174;8;44;245;binomial
backache;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.01792505666667;11;119;510;25;31;126;binomial
backache;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152627_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.651041666666667;test;1.01792505666667;11;119;510;25;31;126;binomial
allhypo;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98244783019839;train;6.74608490333333;20;470;980;21;25;2639;multinomial
allhypo;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947243963981506;test;6.74608490333333;20;470;980;21;25;2639;multinomial
cmc;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.769939003855681;train;1.10885272166667;3;160;326;9;9;1032;multinomial
cmc;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.746105987288094;test;1.10885272166667;3;160;326;9;9;1032;multinomial
678_visualizing_environmental;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.689611402520707;train;0.412481018333333;10;6;132;3;3;78;continuous
678_visualizing_environmental;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783649515321485;test;0.412481018333333;10;6;132;3;3;78;continuous
saheart;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943072702331962;train;0.756437828333333;3;160;326;9;9;324;binomial
saheart;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737924865831843;test;0.756437828333333;3;160;326;9;9;324;binomial
mfeat_factors;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125203710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999598223724283;train;2.30861081166667;3;160;326;136;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125203710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999024350487356;test;2.30861081166667;3;160;326;136;136;1400;multinomial
fars;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846073208898676;train;32.6536497066667;0;5;10;10;21;70678;multinomial
fars;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082756_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846884173372886;test;32.6536497066667;0;5;10;10;21;70678;multinomial
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202890910865318;train;1.743735515;6;220;452;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284450901994951;test;1.743735515;6;220;452;5;5;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23409894768761;train;4.72793672166667;13;360;746;10;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382870859593631;test;4.72793672166667;13;360;746;10;50;700;continuous
wine_quality_red;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.874498600914048;train;6.56639769833333;20;468;976;9;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819787137080711;test;6.56639769833333;20;468;976;9;11;1120;multinomial
tae;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.674542200829978;train;1.72159770833333;9;280;578;1;5;106;multinomial
tae;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.500956937799043;test;1.72159770833333;9;280;578;1;5;106;multinomial
225_puma8NH;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754601022683282;train;0.70263586;3;16;112;2;8;5735;continuous
225_puma8NH;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.745210604079956;test;0.70263586;3;16;112;2;8;5735;continuous
texture;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999714769586591;train;6.64947760166667;6;188;388;12;14;3850;multinomial
texture;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125140822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999838075821303;test;6.64947760166667;6;188;388;12;14;3850;multinomial
churn;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872349912408572;train;2.32553149333333;10;214;448;12;15;3500;binomial
churn;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854133660847953;test;2.32553149333333;10;214;448;12;15;3500;binomial
230_machine_cpu;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210130069640682;train;0.90721468;5;200;410;5;6;147;continuous
230_machine_cpu;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270710789533442;test;0.90721468;5;200;410;5;6;147;continuous
clean2;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973053201730722;train;3.12640800833333;8;244;504;106;106;4619;binomial
clean2;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960711117681845;test;3.12640800833333;8;244;504;106;106;4619;binomial
560_bodyfat;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.028290172475726;train;0.672763043316667;3;160;326;5;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0423848016364248;test;0.672763043316667;3;160;326;5;13;177;continuous
heart_statlog;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959995441075906;train;0.62896547;3;160;326;9;13;189;binomial
heart_statlog;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826193390452876;test;0.62896547;3;160;326;9;13;189;binomial
210_cloud;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.254267493010488;train;0.657351888333333;8;10;172;4;5;76;continuous
210_cloud;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.242936153091861;test;0.657351888333333;8;10;172;4;5;76;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125210233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799509081381834;train;0.874956305;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125210233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786710411045082;test;0.874956305;3;160;326;5;10;700;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.72817266314919;train;0.903540265;3;160;326;17;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823235988095188;test;0.903540265;3;160;326;17;25;175;continuous
movement_libras;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983533527589456;train;2.927518125;9;264;546;20;22;252;multinomial
movement_libras;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9468266265942;test;2.927518125;9;264;546;20;22;252;multinomial
vowel;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998664889754727;train;1.222298655;3;160;326;13;13;693;multinomial
vowel;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988050240809075;test;1.222298655;3;160;326;13;13;693;multinomial
560_bodyfat;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0368347700037349;train;0.302471365;6;65;312;1;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125122433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0309440795465158;test;0.302471365;6;65;312;1;13;177;continuous
saheart;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.815586419753086;train;0.411755805;8;36;356;9;9;324;binomial
saheart;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739713774597496;test;0.411755805;8;36;356;9;9;324;binomial
sleep;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90167570397617;train;34.9327880933333;1;120;242;13;13;74136;multinomial
sleep;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898848999278045;test;34.9327880933333;1;120;242;13;13;74136;multinomial
wdbc;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994726187939484;train;0.205484156666667;3;79;166;17;22;399;binomial
wdbc;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995;test;0.205484156666667;3;79;166;17;22;399;binomial
breast_w;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991607512570246;train;0.934988333316667;3;160;326;3;8;490;binomial
breast_w;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173834_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991236905721193;test;0.934988333316667;3;160;326;3;8;490;binomial
1193_BNG_lowbwt;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.613001326125149;train;3.347235105;3;18;92;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606506788953678;test;3.347235105;3;18;92;9;9;21773;continuous
695_chatfield_4;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125154345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.388032065803548;train;1.264993175;5;184;378;1;5;165;continuous
695_chatfield_4;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125154345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490031173449361;test;1.264993175;5;184;378;1;5;165;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.722224283749454;train;0.48279805;7;170;354;12;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124211639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885086765247308;test;0.48279805;7;170;354;12;50;175;continuous
230_machine_cpu;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.225436821736364;train;0.502484681683333;8;30;376;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316018061988707;test;0.502484681683333;8;30;376;6;6;147;continuous
hungarian;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919095684416521;train;1.43632571333333;15;12;342;5;12;206;binomial
hungarian;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124210302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881542699724518;test;1.43632571333333;15;12;342;5;12;206;binomial
4544_GeographicalOriginalofMusic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436286686291704;train;1.88137934;20;288;616;32;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.431879758288626;test;1.88137934;20;288;616;32;71;742;continuous
calendarDOW;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881875127972243;train;17.7026058416667;7;14;180;13;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842750578080866;test;17.7026058416667;7;14;180;13;14;280;multinomial
556_analcatdata_apnea2;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.22953484682197;train;0.20124041;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.176727190403222;test;0.20124041;3;6;48;3;3;333;continuous
wine_quality_red;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.661326392276502;train;13.45973597;20;11;408;1;11;1120;multinomial
wine_quality_red;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.605184786422571;test;13.45973597;20;11;408;1;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938046516172279;train;7.11717474;18;460;956;7;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76465014165985;test;7.11717474;18;460;956;7;11;1120;multinomial
613_fri_c3_250_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767169308363518;train;0.248753585016667;3;8;60;4;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.884179657947084;test;0.248753585016667;3;8;60;4;4;175;continuous
allhyper;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956302527608904;train;3.62805812833333;12;228;480;22;24;2640;multinomial
allhyper;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124175300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826373709775349;test;3.62805812833333;12;228;480;22;24;2640;multinomial
623_fri_c4_1000_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184099748311782;train;2.41499414333333;10;300;620;6;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125190849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305757083257686;test;2.41499414333333;10;300;620;6;10;700;continuous
sonar;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901220657276995;train;2.68038876166667;8;59;348;38;60;146;binomial
sonar;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849358974358974;test;2.68038876166667;8;59;348;38;60;146;binomial
617_fri_c3_500_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839475022199837;train;0.21499926;3;10;72;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.907261527218621;test;0.21499926;3;10;72;5;5;350;continuous
banana;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.549054721977052;train;0.128151531666667;3;2;16;2;2;3710;binomial
banana;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.53465685899398;test;0.128151531666667;3;2;16;2;2;3710;binomial
agaricus_lepiota;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125133356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999234614645113;train;3.06699698333333;3;20;70;10;20;5702;binomial
agaricus_lepiota;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125133356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999396326445195;test;3.06699698333333;3;20;70;10;20;5702;binomial
wine_recognition;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999599839935974;train;0.75184385;3;160;326;5;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999108734402852;test;0.75184385;3;160;326;5;13;125;multinomial
635_fri_c0_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478155696031222;train;1.92489982166667;6;220;452;10;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.605135390588649;test;1.92489982166667;6;220;452;10;10;175;continuous
1196_BNG_pharynx;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.661305680903512;train;49.1949492066667;1;120;242;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.662136935907386;test;49.1949492066667;1;120;242;10;10;700000;continuous
credit_a;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125203741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906855130993062;train;0.282201991666667;5;54;250;4;14;483;binomial
credit_a;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125203741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913162970106075;test;0.282201991666667;5;54;250;4;14;483;binomial
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124154518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816709478180805;train;0.462786075;9;50;418;8;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124154518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892350964168786;test;0.462786075;9;50;418;8;10;700;continuous
lupus;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825514874141877;train;0.0426974716666667;3;2;16;1;2;61;binomial
lupus;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;test;0.0426974716666667;3;2;16;1;2;61;binomial
nikuradse_1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.201988250131488;train;0.138476568316667;3;4;32;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.193101741815117;test;0.138476568316667;3;4;32;2;2;254;continuous
1199_BNG_echoMonths;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71218673668469;train;1.93938714;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.712975160303936;test;1.93938714;3;160;326;9;9;12248;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.21984385820179;train;0.284113606666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.408518365066785;test;0.284113606666667;3;6;48;3;3;333;continuous
651_fri_c0_100_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600240013731757;train;1.34021561;9;50;402;21;25;70;continuous
651_fri_c0_100_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.532077826112966;test;1.34021561;9;50;402;21;25;70;continuous
hepatitis;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944805194805195;train;0.610348040016667;3;160;326;14;19;109;binomial
hepatitis;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779220779220779;test;0.610348040016667;3;160;326;14;19;109;binomial
ecoli;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969014333814334;train;0.597795263333333;6;5;66;5;5;229;multinomial
ecoli;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953211650821945;test;0.597795263333333;6;5;66;5;5;229;multinomial
529_pollen;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445927377679371;train;0.23398529835;3;8;60;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.451618350544095;test;0.23398529835;3;8;60;4;4;2694;continuous
irish;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892851262800883;train;0.295879503333333;8;16;272;3;4;350;binomial
irish;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816456850939609;test;0.295879503333333;8;16;272;3;4;350;binomial
analcatdata_bankruptcy;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125202316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976973684210526;train;0.130478878333333;6;12;160;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125202316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851851851851852;test;0.130478878333333;6;12;160;2;3;35;binomial
601_fri_c1_250_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809876282278167;train;0.0952395983333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796272623320502;test;0.0952395983333333;3;25;156;5;5;175;continuous
mnist;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850005072883634;train;1.98818436666667;0;5;10;10;587;49000;multinomial
mnist;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851913299160607;test;1.98818436666667;0;5;10;10;587;49000;multinomial
634_fri_c2_100_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.779355508674103;train;1.37291433333333;5;200;410;7;9;70;continuous
634_fri_c2_100_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852898816328015;test;1.37291433333333;5;200;410;7;9;70;continuous
flags;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99995;train;0.733717196666667;9;36;390;22;36;125;multinomial
flags;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.574958333333333;test;0.733717196666667;9;36;390;22;36;125;multinomial
562_cpu_small;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.185511548820406;train;3.28252301833333;20;260;560;12;12;5735;continuous
562_cpu_small;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.192343504765289;test;3.28252301833333;20;260;560;12;12;5735;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25576226849268;train;1.08037390166667;5;200;410;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124155919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353520363814121;test;1.08037390166667;5;200;410;5;5;700;continuous
haberman;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.686351294903926;train;0.0803655233166667;3;12;84;1;3;215;binomial
haberman;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.770547945205479;test;0.0803655233166667;3;12;84;1;3;215;binomial
ionosphere;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964638622247318;train;0.918973631666667;3;160;326;16;32;246;binomial
ionosphere;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082543_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931855840927921;test;0.918973631666667;3;160;326;16;32;246;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.289985615016667;6;6;80;6;6;35;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964285714285714;test;0.289985615016667;6;6;80;6;6;35;binomial
allbp;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983458986863494;train;0.743893268333333;8;25;344;21;25;2641;multinomial
allbp;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959350592088687;test;0.743893268333333;8;25;344;21;25;2641;multinomial
tokyo1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994962596809645;train;1.07312644;3;160;326;21;21;672;binomial
tokyo1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976887263052877;test;1.07312644;3;160;326;21;21;672;binomial
wine_recognition;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998125097397538;train;0.517973386666667;3;13;88;5;13;125;multinomial
wine_recognition;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.517973386666667;3;13;88;5;13;125;multinomial
665_sleuth_case2002;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704808793989926;train;0.71678614;7;12;174;3;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125093333_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84580069180579;test;0.71678614;7;12;174;3;6;103;continuous
dermatology;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999080965178526;train;0.85497779;3;160;326;25;25;257;multinomial
dermatology;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995929308565531;test;0.85497779;3;160;326;25;25;257;multinomial
613_fri_c3_250_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79584261272422;train;0.235959925;3;8;60;3;4;175;continuous
613_fri_c3_250_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87996609579344;test;0.235959925;3;8;60;3;4;175;continuous
bupa;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.702735042735043;train;0.317724078316667;5;5;54;3;5;242;binomial
bupa;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125093147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.590497737556561;test;0.317724078316667;5;5;54;3;5;242;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980392156862745;train;0.0725061616666667;3;2;16;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;test;0.0725061616666667;3;2;16;2;2;35;binomial
ann_thyroid;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125203923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996516672696077;train;2.07352792;3;160;326;5;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125203923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995428494952123;test;2.07352792;3;160;326;5;21;5040;multinomial
credit_a;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125142158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924868846193934;train;1.11596160833333;5;200;410;10;13;483;binomial
credit_a;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125142158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908319185059423;test;1.11596160833333;5;200;410;10;13;483;binomial
649_fri_c0_500_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22682741162712;train;1.79133109;7;240;494;5;5;350;continuous
649_fri_c0_500_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379218926154147;test;1.79133109;7;240;494;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83030551547123;train;0.21914956;3;10;72;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125095743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81258642803012;test;0.21914956;3;10;72;5;5;350;continuous
644_fri_c4_250_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815635859243111;train;2.17921385166667;10;300;620;22;24;175;continuous
644_fri_c4_250_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841779854773948;test;2.17921385166667;10;300;620;22;24;175;continuous
cloud;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.637063086104007;train;0.476322026683333;7;5;76;5;5;76;multinomial
cloud;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.619874338624339;test;0.476322026683333;7;5;76;5;5;76;multinomial
waveform_40;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125184056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987676275574408;train;4.05737900166667;8;260;536;19;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125184056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967170846611025;test;4.05737900166667;8;260;536;19;40;3500;multinomial
690_visualizing_galaxy;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0999237589914095;train;1.35176553;7;240;494;4;4;227;continuous
690_visualizing_galaxy;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124164714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.139306810160603;test;1.35176553;7;240;494;4;4;227;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474589156638822;train;2.215313635;20;260;560;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174736_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.51778730609939;test;2.215313635;20;260;560;10;10;700;continuous
crx;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920162050780568;train;1.05310306668333;5;200;410;13;13;483;binomial
crx;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923048118329901;test;1.05310306668333;5;200;410;13;13;483;binomial
505_tecator;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.107844888403788;train;0.634996365016667;3;160;326;1;18;168;continuous
505_tecator;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.142855911007277;test;0.634996365016667;3;160;326;1;18;168;continuous
537_houses;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.477026933272126;train;30.03650945;13;360;746;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508993162866615;test;30.03650945;13;360;746;5;5;14448;continuous
agaricus_lepiota;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999524150385248;train;3.28044348;3;20;70;10;20;5702;binomial
agaricus_lepiota;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9995816802777;test;3.28044348;3;20;70;10;20;5702;binomial
505_tecator;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0994444621258382;train;0.702675093316667;3;36;150;6;18;168;continuous
505_tecator;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.113220342829083;test;0.702675093316667;3;36;150;6;18;168;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197440951167473;train;2.19398321333333;11;304;630;4;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358459494583784;test;2.19398321333333;11;304;630;4;9;350;continuous
574_house_16H;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488094549517079;train;6.112201115;11;320;662;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465633413577696;test;6.112201115;11;320;662;15;15;15949;continuous
cmc;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.723265770613004;train;1.102109705;3;160;326;9;9;1032;multinomial
cmc;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722929763058891;test;1.102109705;3;160;326;9;9;1032;multinomial
german;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923634619995205;train;1.765744125;7;240;494;10;20;700;binomial
german;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150216_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786265389876881;test;1.765744125;7;240;494;10;20;700;binomial
1196_BNG_pharynx;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125132935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656952789288809;train;2.38284433;3;50;166;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125132935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658111522389387;test;2.38284433;3;50;166;10;10;700000;continuous
iris;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995078995078995;train;0.0357324416666667;3;3;24;1;3;105;multinomial
iris;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998217468805704;test;0.0357324416666667;3;3;24;1;3;105;multinomial
666_rmftsa_ladata;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416516859886561;train;0.72382143;3;160;326;10;10;356;continuous
666_rmftsa_ladata;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184052_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.516883206075831;test;0.72382143;3;160;326;10;10;356;continuous
satimage;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125203136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975692920561138;train;4.83447019666667;7;240;494;24;27;4505;multinomial
satimage;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125203136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969916120343981;test;4.83447019666667;7;240;494;24;27;4505;multinomial
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842428217832421;train;1.37535597833333;5;200;410;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858243150997463;test;1.37535597833333;5;200;410;5;5;700;continuous
calendarDOW;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86466425462162;train;0.290184975;7;16;192;3;16;280;multinomial
calendarDOW;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.672618778023576;test;0.290184975;7;16;192;3;16;280;multinomial
645_fri_c3_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193486039228226;train;2.34193256;6;220;452;5;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184248_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352259457733675;test;2.34193256;6;220;452;5;50;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19868492058962;train;2.21580939833333;12;308;640;5;5;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305030322316033;test;2.21580939833333;12;308;640;5;5;350;continuous
new_thyroid;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999580761466174;train;0.352562828333333;3;5;36;5;5;151;multinomial
new_thyroid;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.352562828333333;3;5;36;5;5;151;multinomial
analcatdata_creditscore;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0676252083333333;3;24;70;5;6;70;binomial
analcatdata_creditscore;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0676252083333333;3;24;70;5;6;70;binomial
australian;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927358719379093;train;1.37156237;6;14;172;4;14;483;binomial
australian;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.922554605887939;test;1.37156237;6;14;172;4;14;483;binomial
wine_quality_red;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930889434384422;train;7.78742301833333;20;499;1038;9;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.743124935352515;test;7.78742301833333;20;499;1038;9;11;1120;multinomial
230_machine_cpu;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.290053312667906;train;0.876284995;7;12;180;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125141201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.210800836877101;test;0.876284995;7;12;180;6;6;147;continuous
texture;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996943267466757;train;3.35484951333333;3;160;326;10;13;3850;multinomial
texture;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995691357042064;test;3.35484951333333;3;160;326;10;13;3850;multinomial
waveform_21;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125200030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964466242602854;train;16.3549542883333;7;21;240;21;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125200030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9721482567181;test;16.3549542883333;7;21;240;21;21;3500;multinomial
letter;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995169805102298;train;25.433618405;14;325;678;14;16;14000;multinomial
letter;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992152293564248;test;25.433618405;14;325;678;14;16;14000;multinomial
591_fri_c1_100_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.757519057457278;train;1.37382995333333;5;200;410;6;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.983626778171195;test;1.37382995333333;5;200;410;6;10;70;continuous
583_fri_c1_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233170376419479;train;5.13549763166667;14;316;660;5;50;700;continuous
583_fri_c1_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350686873962197;test;5.13549763166667;14;316;660;5;50;700;continuous
allrep;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901075486604898;train;39.20282818;6;24;258;20;24;2641;multinomial
allrep;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846505120718597;test;39.20282818;6;24;258;20;24;2641;multinomial
ionosphere;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.951764116510413;train;3.27759037166667;7;32;296;25;32;246;binomial
ionosphere;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833465818759937;test;3.27759037166667;7;32;296;25;32;246;binomial
579_fri_c0_250_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.470193804566478;train;0.229465358333333;6;25;282;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605827572452551;test;0.229465358333333;6;25;282;5;5;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125104347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783136088966185;train;1.85179766835;8;244;504;10;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125104347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817839919263842;test;1.85179766835;8;244;504;10;10;175;continuous
hypothyroid;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953730070839705;train;7.432635885;14;20;510;19;20;2215;binomial
hypothyroid;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944378774251574;test;7.432635885;14;20;510;19;20;2215;binomial
599_fri_c2_1000_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166047218161912;train;2.968400775;10;300;620;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266708350513141;test;2.968400775;10;300;620;5;5;700;continuous
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604_fri_c4_500_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17602420776336;train;2.896610715;20;334;708;4;10;350;continuous
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617_fri_c3_500_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820018735626823;train;0.886835866666667;3;160;326;5;5;350;continuous
617_fri_c3_500_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864876966891804;test;0.886835866666667;3;160;326;5;5;350;continuous
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626_fri_c2_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345440344462521;train;2.66542314;6;220;452;33;50;350;continuous
626_fri_c2_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446247421157564;test;2.66542314;6;220;452;33;50;350;continuous
schizo;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.663409204352601;train;1.87113804666667;15;275;580;3;13;238;multinomial
schizo;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.610294117647059;test;1.87113804666667;15;275;580;3;13;238;multinomial
230_machine_cpu;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.242907347101324;train;1.13423688833333;10;12;256;5;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.306804517088283;test;1.13423688833333;10;12;256;5;6;147;continuous
561_cpu;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0862039220773454;train;2.37878160831667;12;340;704;6;7;147;continuous
561_cpu;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0656523542098233;test;2.37878160831667;12;340;704;6;7;147;continuous
german;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836846645150661;train;1.41145556665;14;80;628;16;20;700;binomial
german;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.761808403003355;test;1.41145556665;14;80;628;16;20;700;binomial
wine_recognition;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998399359743898;train;0.8193117;3;160;326;13;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998917748917749;test;0.8193117;3;160;326;13;13;125;multinomial
spectf;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901726764855256;train;1.92064688998333;3;40;138;11;44;245;binomial
spectf;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817471264367816;test;1.92064688998333;3;40;138;11;44;245;binomial
201_pol;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566140387030112;train;0.63216613;7;129;344;26;26;10500;continuous
201_pol;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125145748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.586341099554247;test;0.63216613;7;129;344;26;26;10500;continuous
analcatdata_happiness;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818948412698413;train;0.032775405;3;3;24;1;3;42;multinomial
analcatdata_happiness;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.534722222222222;test;0.032775405;3;3;24;1;3;42;multinomial
522_pm10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839622011096084;train;0.740946363333333;3;160;326;7;7;350;continuous
522_pm10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872147100716871;test;0.740946363333333;3;160;326;7;7;350;continuous
haberman;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.665286404416839;train;0.438785948333333;3;160;326;3;3;215;binomial
haberman;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.686342592592593;test;0.438785948333333;3;160;326;3;3;215;binomial
new_thyroid;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999729107408912;train;0.627808341666667;3;160;326;4;5;151;multinomial
new_thyroid;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.627808341666667;3;160;326;4;5;151;multinomial
cloud;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.637613224637681;train;0.333137966666667;5;5;56;4;5;76;multinomial
cloud;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.460041887125221;test;0.333137966666667;5;5;56;4;5;76;multinomial
658_fri_c3_250_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845801519093025;train;0.984917965;3;160;326;11;25;175;continuous
658_fri_c3_250_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.749698607460811;test;0.984917965;3;160;326;11;25;175;continuous
542_pollution;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.594410532051522;train;1.69496733833333;7;240;494;6;10;42;continuous
542_pollution;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.596831139256915;test;1.69496733833333;7;240;494;6;10;42;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82193584449915;train;1.50617785831667;6;220;452;3;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917912340146887;test;1.50617785831667;6;220;452;3;4;175;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917823499816576;train;3.02507057001667;3;18;124;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916804601944619;test;3.02507057001667;3;18;124;9;9;81648;continuous
allrep;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93504784157056;train;3.92172206166667;15;224;478;5;24;2641;multinomial
allrep;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957110498131464;test;3.92172206166667;15;224;478;5;24;2641;multinomial
633_fri_c0_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.514443422577446;train;0.45572976;3;50;150;9;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522398331645047;test;0.45572976;3;50;150;9;25;350;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272386003127864;train;3.45927499166667;6;220;452;36;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124150910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426331761259512;test;3.45927499166667;6;220;452;36;50;700;continuous
colic;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873046996576408;train;0.920241433333333;3;22;120;2;22;258;binomial
colic;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904450796243365;test;0.920241433333333;3;22;120;2;22;258;binomial
606_fri_c2_1000_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796691938570973;train;1.54932167;6;204;420;7;10;700;continuous
606_fri_c2_1000_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789580487322371;test;1.54932167;6;204;420;7;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161944904763199;train;5.33936655666667;20;448;936;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125134031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2604556503917;test;5.33936655666667;20;448;936;5;10;700;continuous
201_pol;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247561339151244;train;8.44369751833333;8;260;536;25;25;10500;continuous
201_pol;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125135752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255669234986302;test;8.44369751833333;8;260;536;25;25;10500;continuous
nikuradse_1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0703263547103893;train;0.560163251666667;3;160;326;2;2;254;continuous
nikuradse_1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.064086738015784;test;0.560163251666667;3;160;326;2;2;254;continuous
hypothyroid;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944550365427391;train;5.20957743166667;12;20;424;19;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896865748487579;test;5.20957743166667;12;20;424;19;20;2215;binomial
594_fri_c2_100_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.945287710511289;train;0.788514976666667;3;160;326;2;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.960866596097906;test;0.788514976666667;3;160;326;2;5;70;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473198140360694;train;1.92524065666667;7;240;494;12;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.512409606862104;test;1.92524065666667;7;240;494;12;25;175;continuous
230_machine_cpu;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205204170037506;train;0.564048678333333;3;160;326;6;6;147;continuous
230_machine_cpu;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211584049760817;test;0.564048678333333;3;160;326;6;6;147;continuous
631_fri_c1_500_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219265741568715;train;0.909828923333333;5;200;410;5;5;350;continuous
631_fri_c1_500_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.367830215598775;test;0.909828923333333;5;200;410;5;5;350;continuous
diabetes;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842018222188194;train;0.826948555;13;32;564;8;8;538;binomial
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626_fri_c2_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277845615254701;train;2.56133705333333;7;240;494;15;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401323574525738;test;2.56133705333333;7;240;494;15;50;350;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821859036374227;train;0.257186046666667;3;90;186;11;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822882834353424;test;0.257186046666667;3;90;186;11;50;700;continuous
movement_libras;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997835641932211;train;1.25806819501667;3;160;326;14;21;252;multinomial
movement_libras;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126104633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971267863372455;test;1.25806819501667;3;160;326;14;21;252;multinomial
603_fri_c0_250_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.610681479677427;train;1.24751267498333;5;97;234;25;50;175;continuous
603_fri_c0_250_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125100552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431990788467268;test;1.24751267498333;5;97;234;25;50;175;continuous
analcatdata_cyyoung9302;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928571428571429;train;0.916990478333333;5;200;410;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972222222222222;test;0.916990478333333;5;200;410;6;6;65;binomial
547_no2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.641052458883055;train;0.529638956666667;3;14;80;7;7;350;continuous
547_no2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.712430868882725;test;0.529638956666667;3;14;80;7;7;350;continuous
ann_thyroid;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125183613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999810505630933;train;4.66902787;3;160;326;18;21;5040;multinomial
ann_thyroid;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125183613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999554566235067;test;4.66902787;3;160;326;18;21;5040;multinomial
auto;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889089046735323;train;2.182288185;7;240;494;9;22;142;multinomial
auto;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827994397759104;test;2.182288185;7;240;494;9;22;142;multinomial
584_fri_c4_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126091451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82484487446764;train;0.728741268333333;3;49;150;14;25;350;continuous
584_fri_c4_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126091451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806402733640563;test;0.728741268333333;3;49;150;14;25;350;continuous
573_cpu_act;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.152218066904223;train;8.61375014;6;220;452;15;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161554182985894;test;8.61375014;6;220;452;15;17;5735;continuous
608_fri_c3_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125132743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212436089003804;train;1.328322495;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125132743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30186301233494;test;1.328322495;3;160;326;5;10;700;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785958461693073;train;0.8001622;3;160;326;29;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825541919003793;test;0.8001622;3;160;326;29;50;350;continuous
german;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817799088947495;train;0.857827725;12;80;544;6;20;700;binomial
german;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731436388508892;test;0.857827725;12;80;544;6;20;700;binomial
diabetes;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842532795941551;train;0.675672415;12;32;528;8;8;538;binomial
diabetes;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830345047414137;test;0.675672415;12;32;528;8;8;538;binomial
560_bodyfat;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0160489734843384;train;0.62170522;3;160;326;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0668279616753786;test;0.62170522;3;160;326;1;13;177;continuous
buggyCrx;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981069254185693;train;2.14812865833333;9;280;578;12;14;483;binomial
buggyCrx;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907992742551566;test;2.14812865833333;9;280;578;12;14;483;binomial
crx;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908732930534698;train;1.13913725833333;5;13;138;5;13;483;binomial
crx;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920894963489983;test;1.13913725833333;5;13;138;5;13;483;binomial
mfeat_fourier;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993890950835372;train;2.56487225;3;160;326;18;76;1400;multinomial
mfeat_fourier;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971398157589742;test;2.56487225;3;160;326;18;76;1400;multinomial
654_fri_c0_500_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250844305029092;train;2.54191302166667;20;436;912;6;10;350;continuous
654_fri_c0_500_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441701891124664;test;2.54191302166667;20;436;912;6;10;350;continuous
vowel;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999996007505889;train;3.21810299833333;9;264;546;7;13;693;multinomial
vowel;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125085242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996317225563992;test;3.21810299833333;9;264;546;7;13;693;multinomial
letter;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995213940406365;train;22.746017575;9;274;566;15;16;14000;multinomial
letter;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991434542558293;test;22.746017575;9;274;566;15;16;14000;multinomial
german;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799884919683529;train;1.43788409833333;6;220;452;8;20;700;binomial
german;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.745663474692203;test;1.43788409833333;6;220;452;8;20;700;binomial
601_fri_c1_250_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124204004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818172139290247;train;0.2598983;7;25;324;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124204004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760777899701182;test;0.2598983;7;25;324;5;5;175;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854313082860323;train;1.41689449166667;9;232;482;25;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792968704967681;test;1.41689449166667;9;232;482;25;25;700;continuous
586_fri_c3_1000_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815530621231269;train;0.786778016666667;3;160;326;3;25;700;continuous
586_fri_c3_1000_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814461987409582;test;0.786778016666667;3;160;326;3;25;700;continuous
calendarDOW;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920429450603023;train;25.89186296335;11;14;300;13;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824329701154386;test;25.89186296335;11;14;300;13;14;280;multinomial
allhypo;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833651275700751;train;21.8728888283333;7;24;298;9;24;2639;multinomial
allhypo;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832561265183744;test;21.8728888283333;7;24;298;9;24;2639;multinomial
621_fri_c0_100_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533633044708814;train;0.441583955;10;50;470;10;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505631185499931;test;0.441583955;10;50;470;10;10;70;continuous
analcatdata_japansolvent;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87719298245614;train;0.06402155;3;4;30;1;4;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907407407407407;test;0.06402155;3;4;30;1;4;37;binomial
197_cpu_act;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.323305086558263;train;1.70326886666667;5;35;224;4;18;5735;continuous
197_cpu_act;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329647848265848;test;1.70326886666667;5;35;224;4;18;5735;continuous
1096_FacultySalaries;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357584353587214;train;0.556864153333333;3;160;326;1;2;35;continuous
1096_FacultySalaries;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393603507181885;test;0.556864153333333;3;160;326;1;2;35;continuous
optdigits;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998809748418765;train;1.98978066166667;5;59;222;34;61;3934;multinomial
optdigits;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992607019659015;test;1.98978066166667;5;59;222;34;61;3934;multinomial
fars;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124200105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888112210592089;train;39.629275445;0;100;200;10;21;70678;multinomial
fars;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124200105_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90325893987717;test;39.629275445;0;100;200;10;21;70678;multinomial
cleve;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931581828133552;train;0.838299546666667;5;200;410;8;13;213;binomial
cleve;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125154217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88034188034188;test;0.838299546666667;5;200;410;8;13;213;binomial
waveform_21;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964413871608749;train;0.233820835;3;21;116;20;21;3500;multinomial
waveform_21;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971962436576683;test;0.233820835;3;21;116;20;21;3500;multinomial
appendicitis;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865339578454332;train;0.12690895165;6;4;54;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857142857142857;test;0.12690895165;6;4;54;4;4;75;binomial
659_sleuth_ex1714;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.398983191368773;train;0.181144945;6;15;198;2;3;33;continuous
659_sleuth_ex1714;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124184700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.520119225479509;test;0.181144945;6;15;198;2;3;33;continuous
573_cpu_act;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124212538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.330710834884334;train;1.214376145;5;34;212;4;18;5735;continuous
573_cpu_act;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124212538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.328983080508441;test;1.214376145;5;34;212;4;18;5735;continuous
banana;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.502546190055899;train;4.89363014666667;20;477;994;1;2;3710;binomial
banana;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.50062015355576;test;4.89363014666667;20;477;994;1;2;3710;binomial
iris;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994088811995386;train;0.128380713333333;3;3;24;1;3;105;multinomial
iris;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990885416666667;test;0.128380713333333;3;3;24;1;3;105;multinomial
613_fri_c3_250_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27201765282824;train;0.8174754;5;200;410;3;4;175;continuous
613_fri_c3_250_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409237469493183;test;0.8174754;5;200;410;3;4;175;continuous
hepatitis;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908279220779221;train;0.56431675835;3;160;326;11;19;109;binomial
hepatitis;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.702597402597403;test;0.56431675835;3;160;326;11;19;109;binomial
687_sleuth_ex1605;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.649396323075265;train;0.23899879;6;25;258;2;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.578430146236742;test;0.23899879;6;25;258;2;5;44;continuous
pendigits;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997660802543504;train;18.7938329883333;8;244;504;16;16;7695;multinomial
pendigits;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996992292263224;test;18.7938329883333;8;244;504;16;16;7695;multinomial
auto;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998258399209486;train;0.855769185;3;160;326;20;20;142;multinomial
auto;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942921390778534;test;0.855769185;3;160;326;20;20;142;multinomial
560_bodyfat;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0183198948816832;train;1.460084335;6;204;420;5;12;177;continuous
560_bodyfat;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0183008580513316;test;1.460084335;6;204;420;5;12;177;continuous
spambase;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916045736296105;train;4.52464289;6;49;262;3;54;3221;binomial
spambase;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897398787019534;test;4.52464289;6;49;262;3;54;3221;binomial
527_analcatdata_election2000;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540016999373747;train;0.694225388333333;3;160;326;3;3;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;2.71587416284873;test;0.694225388333333;3;160;326;3;3;47;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82090202055708;train;0.264023018333333;3;90;186;7;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8442181577092;test;0.264023018333333;3;90;186;7;50;700;continuous
wine_quality_white;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732027345249727;train;6.110940335;8;260;536;10;11;3429;multinomial
wine_quality_white;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125165817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.669455465507957;test;6.110940335;8;260;536;10;11;3429;multinomial
spectf;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999341238471673;train;1.87341085835;9;280;578;40;44;245;binomial
spectf;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961538461538461;test;1.87341085835;9;280;578;40;44;245;binomial
529_pollen;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124202341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440026941237573;train;0.397661984983333;7;8;124;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124202341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453891655090748;test;0.397661984983333;7;8;124;4;4;2694;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.111354727715648;train;0.0436986033333333;3;4;32;2;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.34344161811772;test;0.0436986033333333;3;4;32;2;2;47;continuous
503_wind;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125194914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454331211690947;train;1.87275286166667;11;70;512;14;14;4602;continuous
503_wind;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125194914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464719364307321;test;1.87275286166667;11;70;512;14;14;4602;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.904231287173382;train;1.8312818;8;50;360;2;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125204550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.918605168915336;test;1.8312818;8;50;360;2;25;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271662022845898;train;2.45701057833333;6;220;452;10;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418086736479903;test;2.45701057833333;6;220;452;10;50;350;continuous
574_house_16H;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487443425602307;train;6.13234874333333;20;335;710;13;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491205216810858;test;6.13234874333333;20;335;710;13;15;15949;continuous
prnn_crabs;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124190658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999795876709532;train;1.10284615668333;7;240;494;3;3;140;binomial
prnn_crabs;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124190658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972191323692992;test;1.10284615668333;7;240;494;3;3;140;binomial
mfeat_zernike;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989835171612899;train;0.413138151666667;3;32;136;31;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963357114414614;test;0.413138151666667;3;32;136;31;32;1400;multinomial
598_fri_c0_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314021955070874;train;2.43871968;5;200;410;7;25;700;continuous
598_fri_c0_1000_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415148260719838;test;2.43871968;5;200;410;7;25;700;continuous
658_fri_c3_250_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126105814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831202147153245;train;1.06723554833333;15;125;690;9;25;175;continuous
658_fri_c3_250_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126105814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822187867280192;test;1.06723554833333;15;125;690;9;25;175;continuous
195_auto_price;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.355583127948535;train;0.278727441666667;5;45;260;5;9;112;continuous
195_auto_price;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.524816427217493;test;0.278727441666667;5;45;260;5;9;112;continuous
626_fri_c2_500_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806953654845155;train;0.230802363333333;3;90;186;8;50;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859616996193871;test;0.230802363333333;3;90;186;8;50;350;continuous
210_cloud;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.228674458030877;train;1.69930119335;13;290;606;3;5;76;continuous
210_cloud;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125130807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.326180525584769;test;1.69930119335;13;290;606;3;5;76;continuous
650_fri_c0_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435412910319926;train;1.24927660998333;6;220;452;29;50;350;continuous
650_fri_c0_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518178119871699;test;1.24927660998333;6;220;452;29;50;350;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822015038042583;train;0.92624482;3;72;150;6;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124204807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865463531223434;test;0.92624482;3;72;150;6;50;700;continuous
clean2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97435300672471;train;2.89251795166667;17;243;754;101;110;4619;binomial
clean2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96106429463171;test;2.89251795166667;17;243;754;101;110;4619;binomial
wine_recognition;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.150691476666667;5;13;140;6;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.150691476666667;5;13;140;6;13;125;multinomial
heart_c;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934165923282783;train;2.22380588166667;20;392;824;13;13;213;binomial
heart_c;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865413161801089;test;2.22380588166667;20;392;824;13;13;213;binomial
612_fri_c1_1000_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847422761284222;train;0.199879744983333;5;25;238;4;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.910641856696458;test;0.199879744983333;5;25;238;4;5;700;continuous
wdbc;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99187619859365;train;2.19562138166667;5;21;188;17;21;399;binomial
wdbc;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995606060606061;test;2.19562138166667;5;21;188;17;21;399;binomial
mfeat_karhunen;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999354417813748;train;24.258577315;3;55;138;37;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998314109640198;test;24.258577315;3;55;138;37;64;1400;multinomial
optdigits;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124180625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999842885682438;train;5.55531566833333;3;160;326;52;59;3934;multinomial
optdigits;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124180625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999106405845857;test;5.55531566833333;3;160;326;52;59;3934;multinomial
646_fri_c3_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796084704537329;train;0.136385923333333;3;45;166;3;9;350;continuous
646_fri_c3_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844361654025802;test;0.136385923333333;3;45;166;3;9;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272286467664717;train;2.17438700833333;8;244;504;2;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.503290237991872;test;2.17438700833333;8;244;504;2;50;350;continuous
pendigits;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997590335520379;train;40.5111792233333;3;16;94;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124203907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997329563734474;test;40.5111792233333;3;16;94;16;16;7695;multinomial
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810992412548279;train;0.485726348333333;3;72;150;11;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834375194713958;test;0.485726348333333;3;72;150;11;50;700;continuous
iris;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990772779700115;train;0.815598788333333;3;160;326;2;3;105;multinomial
iris;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96875;test;0.815598788333333;3;160;326;2;3;105;multinomial
hepatitis;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906385281385281;train;2.77733236666667;20;476;992;19;19;109;binomial
hepatitis;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.807792207792208;test;2.77733236666667;20;476;992;19;19;109;binomial
credit_g;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817581169915371;train;1.50854365166667;6;220;452;5;20;700;binomial
credit_g;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.752401310310366;test;1.50854365166667;6;220;452;5;20;700;binomial
optdigits;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999232047872342;train;3.52353816666667;3;160;326;52;61;3934;multinomial
optdigits;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998440432660638;test;3.52353816666667;3;160;326;52;61;3934;multinomial
wine_recognition;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985353535353535;train;0.157376668333333;6;13;152;2;13;125;multinomial
wine_recognition;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969237329434698;test;0.157376668333333;6;13;152;2;13;125;multinomial
522_pm10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124191649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411315165141902;train;3.48378834166667;13;360;746;7;7;350;continuous
522_pm10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124191649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.746935976989233;test;3.48378834166667;13;360;746;7;7;350;continuous
tokyo1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987074764558908;train;2.11489419666667;6;220;452;21;22;672;binomial
tokyo1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095939_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978089533417402;test;2.11489419666667;6;220;452;21;22;672;binomial
647_fri_c1_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787807238365291;train;0.322060453333333;7;50;334;5;10;175;continuous
647_fri_c1_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124183612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.900155453555854;test;0.322060453333333;7;50;334;5;10;175;continuous
analcatdata_creditscore;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.551872391666667;3;160;326;1;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973684210526316;test;0.551872391666667;3;160;326;1;6;70;binomial
687_sleuth_ex1605;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.658418813411562;train;0.587369433333333;3;160;326;1;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.616751957348319;test;0.587369433333333;3;160;326;1;5;44;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125120341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211916392301677;train;3.22183157666667;11;288;598;5;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125120341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325445438521607;test;3.22183157666667;11;288;598;5;25;350;continuous
satimage;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978098526433114;train;6.37102330666667;5;184;378;21;25;4505;multinomial
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650_fri_c0_500_50;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2554590922148;train;2.89320301166667;12;324;672;14;50;350;continuous
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596_fri_c2_250_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386267369532187;test;1.84014665166667;15;361;752;4;5;175;continuous
591_fri_c1_100_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780153953682122;train;0.32389908;7;50;344;4;10;70;continuous
591_fri_c1_100_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.99866116582893;test;0.32389908;7;50;344;4;10;70;continuous
clean1;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.433524328333333;3;34;74;2;95;334;binomial
clean1;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.433524328333333;3;34;74;2;95;334;binomial
irish;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125132058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842383381924198;train;0.971217526666667;5;200;410;3;4;350;binomial
irish;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125132058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891319942611191;test;0.971217526666667;5;200;410;3;4;350;binomial
analcatdata_bankruptcy;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980392156862745;train;0.571069085;3;160;326;2;3;35;binomial
analcatdata_bankruptcy;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964285714285714;test;0.571069085;3;160;326;2;3;35;binomial
634_fri_c2_100_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430800758787164;train;0.53146201;3;160;326;4;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.628374223713462;test;0.53146201;3;160;326;4;9;70;continuous
hungarian;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906729264475743;train;1.45799676666667;10;12;250;12;12;206;binomial
hungarian;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894609164420485;test;1.45799676666667;10;12;250;12;12;206;binomial
saheart;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837112544206366;train;0.714275731666667;3;160;326;9;9;324;binomial
saheart;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.739545997610514;test;0.714275731666667;3;160;326;9;9;324;binomial
prnn_synth;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936242487588189;train;0.49171017335;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125201904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933048433048433;test;0.49171017335;3;160;326;2;2;175;binomial
analcatdata_authorship;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.278638785;3;60;138;64;70;589;multinomial
analcatdata_authorship;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999273411879465;test;0.278638785;3;60;138;64;70;589;multinomial
pima;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825528470185728;train;0.151249606683333;3;32;158;7;8;538;binomial
pima;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125204731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864370468029005;test;0.151249606683333;3;32;158;7;8;538;binomial
593_fri_c1_1000_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824460823767625;train;0.663064978333333;6;20;252;9;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823960186522434;test;0.663064978333333;6;20;252;9;10;700;continuous
penguins;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99979524979525;train;0.968165193316667;6;220;452;4;7;241;multinomial
penguins;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.968165193316667;6;220;452;4;7;241;multinomial
656_fri_c1_100_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812201780117595;train;0.215030659983333;3;10;76;5;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853112626858381;test;0.215030659983333;3;10;76;5;5;70;continuous
labor;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125150722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.464645966666667;3;128;262;15;15;40;binomial
labor;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125150722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8;test;0.464645966666667;3;128;262;15;15;40;binomial
562_cpu_small;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.348064028957839;train;1.27544666168333;9;24;258;1;12;5735;continuous
562_cpu_small;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.355848404311653;test;1.27544666168333;9;24;258;1;12;5735;continuous
706_sleuth_case1202;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454618134814726;train;0.248632850016667;5;30;260;4;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.68373284968506;test;0.248632850016667;5;30;260;4;6;66;continuous
687_sleuth_ex1605;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580288888968231;train;0.351911863333333;8;20;298;4;4;44;continuous
687_sleuth_ex1605;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125143834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824419777595969;test;0.351911863333333;8;20;298;4;4;44;continuous
mfeat_fourier;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974944456796535;train;2.93239312835;3;160;326;18;76;1400;multinomial
mfeat_fourier;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96717682565618;test;2.93239312835;3;160;326;18;76;1400;multinomial
1030_ERA;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.721260342816239;train;1.32003187666667;15;240;510;4;4;700;continuous
1030_ERA;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78773551693646;test;1.32003187666667;15;240;510;4;4;700;continuous
ionosphere;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970163820146393;train;3.71073705166667;7;32;298;32;32;246;binomial
ionosphere;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925021795989538;test;3.71073705166667;7;32;298;32;32;246;binomial
schizo;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.606074245541838;train;0.825278765;3;13;86;1;13;238;multinomial
schizo;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.505670544733045;test;0.825278765;3;13;86;1;13;238;multinomial
hungarian;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893900129572411;train;0.535259586666667;9;48;418;3;12;206;binomial
hungarian;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915604128718883;test;0.535259586666667;9;48;418;3;12;206;binomial
page_blocks;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983146572840324;train;0.370827795;10;7;148;5;7;3832;multinomial
page_blocks;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969998898585794;test;0.370827795;10;7;148;5;7;3832;multinomial
movement_libras;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992497741284248;train;1.44849867333333;3;160;326;22;22;252;multinomial
movement_libras;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954828285691381;test;1.44849867333333;3;160;326;22;22;252;multinomial
credit_a;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908311597982959;train;0.469701555;7;52;334;4;13;483;binomial
credit_a;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.929015251365091;test;0.469701555;7;52;334;4;13;483;binomial
contraceptive;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741500419333405;train;0.167543851666667;7;9;134;8;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.699441496572644;test;0.167543851666667;7;9;134;8;9;1032;multinomial
641_fri_c1_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124183542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835314932421072;train;1.29085690166667;5;200;410;8;10;350;continuous
641_fri_c1_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124183542_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818173734474715;test;1.29085690166667;5;200;410;8;10;350;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124204004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822298194339534;train;0.741555543316667;9;10;192;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124204004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.764008363478183;test;0.741555543316667;9;10;192;5;5;175;continuous
prnn_crabs;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997542997542998;train;0.08354747;3;12;94;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.08354747;3;12;94;3;3;140;binomial
bupa;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71220612356479;train;0.304964053333333;9;20;278;5;5;242;binomial
bupa;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.67684766214178;test;0.304964053333333;9;20;278;5;5;242;binomial
1196_BNG_pharynx;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656958142054123;train;4.54039629166667;6;50;292;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.65776526575458;test;4.54039629166667;6;50;292;10;10;700000;continuous
allbp;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952002767892448;train;1.56323928;18;25;758;2;25;2641;multinomial
allbp;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945600277147896;test;1.56323928;18;25;758;2;25;2641;multinomial
australian;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927358719379093;train;0.70695574;10;56;460;4;14;483;binomial
australian;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922269705603039;test;0.70695574;10;56;460;4;14;483;binomial
637_fri_c1_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876120289605164;train;0.891548241666667;3;72;150;24;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866192509294755;test;0.891548241666667;3;72;150;24;50;350;continuous
195_auto_price;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.349184217268198;train;0.671161623333333;3;160;326;9;9;112;continuous
195_auto_price;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.412875096224218;test;0.671161623333333;3;160;326;9;9;112;continuous
665_sleuth_case2002;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787048690288884;train;0.222906055;3;12;76;1;6;103;continuous
665_sleuth_case2002;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.719211916382818;test;0.222906055;3;12;76;1;6;103;continuous
tokyo1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124183619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954862190950086;train;0.84993101835;3;160;326;5;21;672;binomial
tokyo1;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124183619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963790446841294;test;0.84993101835;3;160;326;5;21;672;binomial
1196_BNG_pharynx;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660869199828033;train;25.7085923666667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662326142527798;test;25.7085923666667;3;20;134;10;10;700000;continuous
624_fri_c0_100_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.677758335729029;train;1.71113042333333;8;207;430;3;5;70;continuous
624_fri_c0_100_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.745611972277108;test;1.71113042333333;8;207;430;3;5;70;continuous
contraceptive;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.724600041106073;train;5.03725011166667;11;9;204;9;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731010933347799;test;5.03725011166667;11;9;204;9;9;1032;multinomial
analcatdata_authorship;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.261039521666667;3;64;138;51;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994129963528022;test;0.261039521666667;3;64;138;51;70;589;multinomial
satimage;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980930878913816;train;0.793329648316667;7;24;240;22;24;4505;multinomial
satimage;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97754411448641;test;0.793329648316667;7;24;240;22;24;4505;multinomial
230_machine_cpu;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.219244432261117;train;0.13748612;3;30;166;6;6;147;continuous
230_machine_cpu;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.296224037705862;test;0.13748612;3;30;166;6;6;147;continuous
mnist;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980950250351913;train;49.76270405665;2;45;94;314;653;49000;multinomial
mnist;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97858744617436;test;49.76270405665;2;45;94;314;653;49000;multinomial
654_fri_c0_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.532066556628536;train;0.229690476683333;6;50;292;7;10;350;continuous
654_fri_c0_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502956824640747;test;0.229690476683333;6;50;292;7;10;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194033235106269;train;1.64004992833333;11;304;630;4;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364929025442119;test;1.64004992833333;11;304;630;4;5;350;continuous
560_bodyfat;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125210223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0125781511348518;train;1.84408266833333;11;281;584;1;14;177;continuous
560_bodyfat;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125210223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0151050975626028;test;1.84408266833333;11;281;584;1;14;177;continuous
nikuradse_2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125181956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.112382615321474;train;0.59159772665;3;160;326;1;1;254;continuous
nikuradse_2;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125181956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160529522353512;test;0.59159772665;3;160;326;1;1;254;continuous
twonorm;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997843514158819;train;1.35241570833333;3;160;326;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124154532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997902561650807;test;1.35241570833333;3;160;326;20;20;5180;binomial
hypothyroid;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125132802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949945714206175;train;0.546858495;7;79;334;9;20;2215;binomial
hypothyroid;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125132802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933191073982429;test;0.546858495;7;79;334;9;20;2215;binomial
627_fri_c2_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199813809464663;train;1.8891938;8;260;536;9;10;350;continuous
627_fri_c2_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125120305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403505438415333;test;1.8891938;8;260;536;9;10;350;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126104137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251822480849003;train;1.09918253666667;5;200;410;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126104137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336853724451224;test;1.09918253666667;5;200;410;5;5;700;continuous
biomed;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954347826086957;train;0.292456685;3;8;56;5;8;147;binomial
biomed;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971428571428571;test;0.292456685;3;8;56;5;8;147;binomial
credit_a;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903932506649166;train;0.301601325;5;54;250;3;14;483;binomial
credit_a;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910340188352873;test;0.301601325;5;54;250;3;14;483;binomial
645_fri_c3_500_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203279787869317;train;1.60831907;3;160;326;10;49;350;continuous
645_fri_c3_500_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399044070127502;test;1.60831907;3;160;326;10;49;350;continuous
ecoli;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969253711409051;train;1.74380194166667;20;301;642;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959982837528604;test;1.74380194166667;20;301;642;5;6;229;multinomial
613_fri_c3_250_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770217867422492;train;0.194204966666667;6;25;282;5;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86879589896329;test;0.194204966666667;6;25;282;5;5;175;continuous
prnn_fglass;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917490550323531;train;1.69827229666667;7;9;136;7;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86633912824389;test;1.69827229666667;7;9;136;7;9;144;multinomial
penguins;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124183737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999929913092234;train;0.603482175;3;160;326;7;7;241;multinomial
penguins;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124183737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99962962962963;test;0.603482175;3;160;326;7;7;241;multinomial
segmentation;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997616892504169;train;0.187172938333333;3;13;88;10;13;1617;multinomial
segmentation;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997911854424348;test;0.187172938333333;3;13;88;10;13;1617;multinomial
560_bodyfat;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125165629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0228340868273013;train;0.158581695;3;60;186;2;12;177;continuous
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607_fri_c4_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825129755594767;train;1.47289731;7;234;482;4;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861890624144151;test;1.47289731;7;234;482;4;50;700;continuous
1096_FacultySalaries;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.394958647549542;train;0.155412;6;4;56;2;2;35;continuous
1096_FacultySalaries;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.273091903902213;test;0.155412;6;4;56;2;2;35;continuous
1196_BNG_pharynx;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.657407343162404;train;292.8702028;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.65882895515144;test;292.8702028;0;100;200;5;10;700000;continuous
344_mv;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0231894763891023;train;27.4385800683333;6;220;452;9;10;28538;continuous
344_mv;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0253611120037753;test;27.4385800683333;6;220;452;9;10;28538;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.135050491373628;train;0.873109216666667;5;200;410;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.172796972023236;test;0.873109216666667;5;200;410;3;3;227;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830700870032839;train;1.47565113;7;20;290;6;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851695641415494;test;1.47565113;7;20;290;6;10;700;continuous
glass2;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.782687651331719;train;0.984774453333333;12;9;226;7;9;115;binomial
glass2;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725;test;0.984774453333333;12;9;226;7;9;115;binomial
churn;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871995769168762;train;1.158588135;5;200;410;10;15;3500;binomial
churn;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847636662257816;test;1.158588135;5;200;410;10;15;3500;binomial
601_fri_c1_250_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803275431881967;train;0.805489163333333;3;160;326;5;5;175;continuous
601_fri_c1_250_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125140416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799552955153245;test;0.805489163333333;3;160;326;5;5;175;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810089642962548;train;1.05074225833333;3;160;326;6;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836924263523617;test;1.05074225833333;3;160;326;6;6;103;continuous
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backache;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.445652173913043;test;0.870698675;3;160;326;2;32;126;binomial
597_fri_c2_500_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814186150167356;train;1.72070274165;8;239;494;5;5;350;continuous
597_fri_c2_500_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834444382765235;test;1.72070274165;8;239;494;5;5;350;continuous
titanic;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804044976076555;train;0.493278475;3;7;50;7;7;1545;binomial
titanic;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813395193409065;test;0.493278475;3;7;50;7;7;1545;binomial
1191_BNG_pbc;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780578874591485;train;35.95896755;6;36;272;17;18;700000;continuous
1191_BNG_pbc;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124203743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779545492754428;test;35.95896755;6;36;272;17;18;700000;continuous
537_houses;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.602499316008649;train;0.728163821666667;3;10;72;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.605108413272529;test;0.728163821666667;3;10;72;5;5;14448;continuous
nikuradse_1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.193268096660366;train;0.0758054733333333;3;10;80;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.180485467715623;test;0.0758054733333333;3;10;80;2;2;254;continuous
564_fried;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48993682930501;train;5.81075493333333;3;160;326;10;10;28538;continuous
564_fried;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.489286921213242;test;5.81075493333333;3;160;326;10;10;28538;continuous
appendicitis;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841334894613583;train;0.0864601833333333;3;16;106;1;4;75;binomial
appendicitis;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869047619047619;test;0.0864601833333333;3;16;106;1;4;75;binomial
522_pm10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857222761808565;train;0.977459415;5;200;410;5;7;350;continuous
522_pm10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854855577835262;test;0.977459415;5;200;410;5;7;350;continuous
clean2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974535627311104;train;12.39852499335;3;65;136;104;104;4619;binomial
clean2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972350874705609;test;12.39852499335;3;65;136;104;104;4619;binomial
lupus;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825514874141877;train;0.0562561066666667;3;2;16;1;2;61;binomial
lupus;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;test;0.0562561066666667;3;2;16;1;2;61;binomial
627_fri_c2_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820169489090653;train;0.925744005;9;20;372;5;10;350;continuous
627_fri_c2_500_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810567705581469;test;0.925744005;9;20;372;5;10;350;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314831221116656;train;0.940637619983333;9;8;156;4;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319877863575288;test;0.940637619983333;9;8;156;4;4;227;continuous
706_sleuth_case1202;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505260874733638;train;0.272608055;3;12;92;6;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458184544518882;test;0.272608055;3;12;92;6;6;66;continuous
627_fri_c2_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807918469453291;train;1.67764703166667;6;220;452;7;10;350;continuous
627_fri_c2_500_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85910608529773;test;1.67764703166667;6;220;452;7;10;350;continuous
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583_fri_c1_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241264648879508;train;3.88434928666667;5;200;410;7;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379609515051608;test;3.88434928666667;5;200;410;7;50;700;continuous
616_fri_c4_500_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124204614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832389237285659;train;2.44671185666667;12;335;694;30;49;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124204614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868447781388691;test;2.44671185666667;12;335;694;30;49;350;continuous
598_fri_c0_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.506857625124467;train;0.153728906666667;3;85;176;25;25;700;continuous
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573_cpu_act;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153315_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160855082834115;test;13.3173912783333;6;220;452;16;18;5735;continuous
542_pollution;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438404396355262;train;0.662734016666667;3;160;326;5;10;42;continuous
542_pollution;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.705271115284939;test;0.662734016666667;3;160;326;5;10;42;continuous
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fars;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806620186421797;train;31.868347155;12;21;438;2;21;70678;multinomial
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cmc;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.806595285450374;train;1.89820568831667;5;200;410;6;9;1032;multinomial
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backache;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;5.82436325166667;15;32;638;7;32;126;binomial
backache;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;5.82436325166667;15;32;638;7;32;126;binomial
waveform_21;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96714913015022;train;21.1786865716667;9;21;312;19;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125195707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966018514754458;test;21.1786865716667;9;21;312;19;21;3500;multinomial
credit_a;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907916537226882;train;0.378118155;7;56;334;2;14;483;binomial
credit_a;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901494696239151;test;0.378118155;7;56;334;2;14;483;binomial
wdbc;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126105039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999682707562136;train;0.903688478333333;3;160;326;21;21;399;binomial
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sonar;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948010510510511;train;1.14536897498333;6;220;452;49;59;146;binomial
sonar;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814054054054054;test;1.14536897498333;6;220;452;49;59;146;binomial
analcatdata_boxing1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909438775510204;train;2.342467415;13;360;746;1;3;84;binomial
analcatdata_boxing1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779220779220779;test;2.342467415;13;360;746;1;3;84;binomial
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125134827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203936072446349;train;1.94050174666667;5;200;410;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125134827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.292663468742094;test;1.94050174666667;5;200;410;5;25;700;continuous
profb;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.646212828106617;train;0.97225542;3;160;326;5;9;471;binomial
profb;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.628870572510581;test;0.97225542;3;160;326;5;9;471;binomial
allhypo;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852730715578031;train;6.08042571666667;14;332;692;13;24;2639;multinomial
allhypo;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784645245243526;test;6.08042571666667;14;332;692;13;24;2639;multinomial
waveform_40;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125181540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969869733435602;train;3.01192263666667;6;220;452;39;40;3500;multinomial
waveform_40;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125181540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972847084873134;test;3.01192263666667;6;220;452;39;40;3500;multinomial
german;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837360810392824;train;1.34572517;15;80;670;14;20;700;binomial
german;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124205647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740298027444254;test;1.34572517;15;80;670;14;20;700;binomial
590_fri_c0_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490449210391282;train;0.229532186666667;3;90;186;8;50;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494319748855269;test;0.229532186666667;3;90;186;8;50;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796479012546267;train;0.25856709;5;50;250;8;10;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792381235821415;test;0.25856709;5;50;250;8;10;700;continuous
analcatdata_happiness;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917410714285714;train;0.922651951666667;5;200;410;2;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.586805555555556;test;0.922651951666667;5;200;410;2;3;42;multinomial
631_fri_c1_500_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19947365117164;train;0.708396413333333;3;160;326;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357233671579917;test;0.708396413333333;3;160;326;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816843977604552;train;1.33000699998333;5;200;410;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866946648910769;test;1.33000699998333;5;200;410;5;5;350;continuous
712_chscase_geyser1;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.434711598854212;train;0.189358995;9;10;198;1;2;156;continuous
712_chscase_geyser1;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541496984439904;test;0.189358995;9;10;198;1;2;156;continuous
wdbc;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994034121585142;train;0.919131806666667;3;22;130;10;22;399;binomial
wdbc;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991062271062271;test;0.919131806666667;3;22;130;10;22;399;binomial
648_fri_c1_250_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195757522008127;train;2.48617739166667;12;340;704;8;50;175;continuous
648_fri_c1_250_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.450580221885041;test;2.48617739166667;12;340;704;8;50;175;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214163618416252;train;0.76207522665;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125084811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300715666717861;test;0.76207522665;3;160;326;5;5;700;continuous
tokyo1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989637035138189;train;0.910611278333333;3;160;326;24;24;672;binomial
tokyo1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983912099837222;test;0.910611278333333;3;160;326;24;24;672;binomial
analcatdata_germangss;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812785757965342;train;1.81138617166667;8;260;536;5;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.755804426462256;test;1.81138617166667;8;260;536;5;5;280;multinomial
fars;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888590546206066;train;9.97372677166667;5;21;198;12;21;70678;multinomial
fars;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879734481435372;test;9.97372677166667;5;21;198;12;21;70678;multinomial
haberman;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719059121233034;train;0.314471923333333;11;12;274;2;3;215;binomial
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618_fri_c3_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831784868357063;train;0.489120431666667;3;72;150;6;50;700;continuous
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687_sleuth_ex1605;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79439264196967;train;0.334583756666667;8;25;358;1;5;44;continuous
687_sleuth_ex1605;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.913952562943724;test;0.334583756666667;8;25;358;1;5;44;continuous
cloud;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.661431173259818;train;0.121620828333333;8;6;104;4;6;76;multinomial
cloud;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535008818342152;test;0.121620828333333;8;6;104;4;6;76;multinomial
522_pm10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125185542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831365673153325;train;0.3299673;6;35;292;6;7;350;continuous
522_pm10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125185542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856752727147784;test;0.3299673;6;35;292;6;7;350;continuous
592_fri_c4_1000_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836085131604376;train;0.870027223333333;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854188035951909;test;0.870027223333333;3;160;326;5;25;700;continuous
294_satellite_image;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463780994490696;train;5.83926704;7;52;314;26;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472590499630576;test;5.83926704;7;52;314;26;26;4505;continuous
nikuradse_1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.187165119067828;train;0.07067985;3;10;80;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.185692982211107;test;0.07067985;3;10;80;2;2;254;continuous
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967105263157895;train;0.620087061666667;3;128;262;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87037037037037;test;0.620087061666667;3;128;262;2;3;35;binomial
628_fri_c3_1000_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842619700348676;train;0.122703215;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872348625968408;test;0.122703215;3;25;156;5;5;700;continuous
mfeat_factors;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998857704214;train;26.960231405;3;66;138;130;134;1400;multinomial
mfeat_factors;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998617802156802;test;26.960231405;3;66;138;130;134;1400;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.794566544566545;train;1.54608843;9;280;578;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784920634920635;test;1.54608843;9;280;578;1;3;42;multinomial
620_fri_c1_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830046609887087;train;0.48314421;3;50;146;16;25;700;continuous
620_fri_c1_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859174616989734;test;0.48314421;3;50;146;16;25;700;continuous
690_visualizing_galaxy;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125105126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339307966330001;train;0.129415465;5;15;146;3;3;227;continuous
690_visualizing_galaxy;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125105126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.297913429475846;test;0.129415465;5;15;146;3;3;227;continuous
labor;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986666666666667;train;0.603374776666667;8;15;244;11;15;40;binomial
labor;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983333333333333;test;0.603374776666667;8;15;244;11;15;40;binomial
labor;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974666666666667;train;0.59552259;3;160;326;2;15;40;binomial
labor;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.808333333333333;test;0.59552259;3;160;326;2;15;40;binomial
analcatdata_lawsuit;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125205003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0602149166666667;3;16;76;2;4;185;binomial
analcatdata_lawsuit;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125205003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986666666666667;test;0.0602149166666667;3;16;76;2;4;185;binomial
663_rabe_266;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.119360186838426;train;1.35886178666667;6;188;388;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.124925414990585;test;1.35886178666667;6;188;388;2;2;84;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857704658737706;train;2.464343135;20;324;688;7;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836159181365277;test;2.464343135;20;324;688;7;10;350;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828038024093745;train;0.382639293333333;5;130;270;17;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848422754198009;test;0.382639293333333;5;130;270;17;50;700;continuous
cmc;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.736448335851377;train;0.143171251666667;5;9;98;8;9;1032;multinomial
cmc;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.713043237736574;test;0.143171251666667;5;9;98;8;9;1032;multinomial
credit_a;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923491566684055;train;2.32447998333333;11;14;282;13;14;483;binomial
credit_a;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930333270570514;test;2.32447998333333;11;14;282;13;14;483;binomial
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.377815185470668;train;0.804373016666667;3;72;150;71;71;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.385190124953789;test;0.804373016666667;3;72;150;71;71;742;continuous
561_cpu;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125130050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.149436282804939;train;0.387471703333333;3;14;100;2;7;147;continuous
561_cpu;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125130050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.403993352144222;test;0.387471703333333;3;14;100;2;7;147;continuous
tae;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.751087454212454;train;0.0402749983333333;3;5;38;5;5;106;multinomial
tae;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124170437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656611362493715;test;0.0402749983333333;3;5;38;5;5;106;multinomial
522_pm10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847520560714703;train;0.480940175;8;35;372;7;7;350;continuous
522_pm10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812978229258032;test;0.480940175;8;35;372;7;7;350;continuous
profb;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.647369061625218;train;0.598960031666667;11;36;490;6;9;471;binomial
profb;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.669636890175986;test;0.598960031666667;11;36;490;6;9;471;binomial
637_fri_c1_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797386123274164;train;0.655255085;9;208;438;22;50;350;continuous
637_fri_c1_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908346112865862;test;0.655255085;9;208;438;22;50;350;continuous
663_rabe_266;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.134580617349071;train;0.0658949366666667;3;10;80;2;2;84;continuous
663_rabe_266;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.104835626460769;test;0.0658949366666667;3;10;80;2;2;84;continuous
230_machine_cpu;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.178967226445602;train;0.426184485;8;30;376;6;6;147;continuous
230_machine_cpu;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.279343294547231;test;0.426184485;8;30;376;6;6;147;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461311629003951;train;0.362027766666667;5;130;270;32;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480565414233835;test;0.362027766666667;5;130;270;32;50;350;continuous
ring;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989825381384202;train;3.92666410166667;3;160;326;19;20;5180;binomial
ring;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985589040072923;test;3.92666410166667;3;160;326;19;20;5180;binomial
mfeat_factors;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125092616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999915646434761;train;26.38869174335;3;66;138;95;134;1400;multinomial
mfeat_factors;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125092616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997205143304151;test;26.38869174335;3;66;138;95;134;1400;multinomial
allhyper;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933992818730511;train;4.2914543;10;300;620;17;25;2640;multinomial
allhyper;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989222829386764;test;4.2914543;10;300;620;17;25;2640;multinomial
analcatdata_cyyoung9302;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125131853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.443737463333333;8;24;366;6;6;65;binomial
analcatdata_cyyoung9302;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125131853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836956521739131;test;0.443737463333333;8;24;366;6;6;65;binomial
613_fri_c3_250_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768415899164857;train;1.14154395666667;11;10;232;4;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124182650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866744600442005;test;1.14154395666667;11;10;232;4;5;175;continuous
phoneme;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979638979043956;train;7.64101731333333;10;300;620;5;5;3783;binomial
phoneme;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940310220142907;test;7.64101731333333;10;300;620;5;5;3783;binomial
allrep;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967023486317604;train;1.42973819833333;15;24;630;15;24;2641;multinomial
allrep;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906694770348941;test;1.42973819833333;15;24;630;15;24;2641;multinomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902046783625731;train;2.99916427166667;20;459;958;2;4;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981481481481481;test;2.99916427166667;20;459;958;2;4;37;binomial
633_fri_c0_500_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260781286081663;train;3.05132295333333;9;280;578;19;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.550663509389488;test;3.05132295333333;9;280;578;19;25;350;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.250311298857949;train;0.10993933;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320885669021305;test;0.10993933;3;6;48;3;3;333;continuous
wine_quality_white;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861191188432619;train;6.31889965166667;9;280;578;11;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.762613725180293;test;6.31889965166667;9;280;578;11;11;3429;multinomial
624_fri_c0_100_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.549160050821718;train;2.00727560666667;20;271;582;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125133010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.546498995470085;test;2.00727560666667;20;271;582;5;5;70;continuous
colic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913363642184799;train;0.671375763333333;3;160;326;19;22;258;binomial
colic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890574214517877;test;0.671375763333333;3;160;326;19;22;258;binomial
602_fri_c3_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830797570474928;train;0.34726886;7;45;334;4;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821298240145546;test;0.34726886;7;45;334;4;9;175;continuous
biomed;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930862140774677;train;1.35753555833333;8;260;536;7;8;147;binomial
biomed;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.948717948717949;test;1.35753555833333;8;260;536;7;8;147;binomial
1595_poker;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125205441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815692544861859;train;2.17379809666667;3;50;166;8;10;717507;continuous
1595_poker;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125205441_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816283093385663;test;2.17379809666667;3;50;166;8;10;717507;continuous
519_vinnie;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476810410060539;train;0.526551813333333;3;160;326;2;2;266;continuous
519_vinnie;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125104656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449264196423323;test;0.526551813333333;3;160;326;2;2;266;continuous
mfeat_factors;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998857704214;train;29.725329625;3;66;138;103;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125110646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998844812812604;test;29.725329625;3;66;138;103;136;1400;multinomial
dermatology;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.209787921666667;3;25;124;18;25;257;multinomial
dermatology;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939654970277769;test;0.209787921666667;3;25;124;18;25;257;multinomial
643_fri_c2_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857490430099889;train;1.53119397;6;220;452;12;25;350;continuous
643_fri_c2_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.895514804246046;test;1.53119397;6;220;452;12;25;350;continuous
breast_w;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125182659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99416579107449;train;0.866732555;3;160;326;9;9;490;binomial
breast_w;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125182659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982512165450122;test;0.866732555;3;160;326;9;9;490;binomial
heart_statlog;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946465105705842;train;0.615920443333333;3;160;326;12;13;189;binomial
heart_statlog;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867936117936118;test;0.615920443333333;3;160;326;12;13;189;binomial
592_fri_c4_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837844940739367;train;1.74085614;10;50;440;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85571013119105;test;1.74085614;10;50;440;5;25;700;continuous
633_fri_c0_500_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124163744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456440373954807;train;0.18368732;3;90;186;14;25;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124163744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604596411528426;test;0.18368732;3;90;186;14;25;350;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793340911530892;train;0.818331133333333;3;160;326;10;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851563520242126;test;0.818331133333333;3;160;326;10;10;175;continuous
cloud;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670942619472031;train;0.267138236666667;13;7;190;4;7;76;multinomial
cloud;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.588818027210884;test;0.267138236666667;13;7;190;4;7;76;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125204232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917100787278597;train;1.87101412666667;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125204232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917984986691456;test;1.87101412666667;3;160;326;2;2;1400;multinomial
profb;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640491212257774;train;1.09422266666667;20;36;858;3;9;471;binomial
profb;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703053435114504;test;1.09422266666667;20;36;858;3;9;471;binomial
wine_quality_red;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.767523087635957;train;3.14395277668333;5;11;120;4;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822851921011081;test;3.14395277668333;5;11;120;4;11;1120;multinomial
wdbc;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99711154302991;train;1.121068845;3;21;128;21;21;399;binomial
wdbc;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996776556776557;test;1.121068845;3;21;128;21;21;399;binomial
633_fri_c0_500_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495252532153629;train;0.169827491666667;3;90;186;9;25;350;continuous
633_fri_c0_500_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512495366281043;test;0.169827491666667;3;90;186;9;25;350;continuous
618_fri_c3_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835961666942793;train;0.225958253333333;3;90;186;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848740720378687;test;0.225958253333333;3;90;186;5;50;700;continuous
ring;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818529071832806;train;1.29951561833333;3;160;326;20;20;5180;binomial
ring;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809717784812646;test;1.29951561833333;3;160;326;20;20;5180;binomial
churn;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860565005031539;train;8.62759337666667;13;15;370;5;15;3500;binomial
churn;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852948741224885;test;8.62759337666667;13;15;370;5;15;3500;binomial
diabetes;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835651493256262;train;0.634012901666667;12;32;532;8;8;538;binomial
diabetes;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854408749145591;test;0.634012901666667;12;32;532;8;8;538;binomial
glass;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956927359688464;train;0.12018099;5;9;98;8;9;144;multinomial
glass;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124163726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893134920634921;test;0.12018099;5;9;98;8;9;144;multinomial
564_fried;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279791151456703;train;30.1647368316667;6;220;452;7;10;28538;continuous
564_fried;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305302409895821;test;30.1647368316667;6;220;452;7;10;28538;continuous
ring;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777682417637462;train;1.54464614666667;17;80;754;20;20;5180;binomial
ring;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757594087767616;test;1.54464614666667;17;80;754;20;20;5180;binomial
197_cpu_act;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.162844221402346;train;2.01111977666667;5;184;378;15;16;5735;continuous
197_cpu_act;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.171673305975837;test;2.01111977666667;5;184;378;15;16;5735;continuous
mfeat_morphological;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916928147972109;train;0.0366414133333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91318647295391;test;0.0366414133333333;3;2;16;2;2;1400;multinomial
yeast;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918904397497853;train;1.30909112835;3;160;326;8;8;1036;multinomial
yeast;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.863129491895574;test;1.30909112835;3;160;326;8;8;1036;multinomial
auto;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880347388045559;train;10.9476219516667;13;20;444;15;20;142;multinomial
auto;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884384465437097;test;10.9476219516667;13;20;444;15;20;142;multinomial
breast_cancer_wisconsin;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995396791213524;train;0.192058863333333;3;75;166;11;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980837264150943;test;0.192058863333333;3;75;166;11;22;399;binomial
dermatology;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126102702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998344947735192;train;6.02995446666667;5;25;186;19;25;257;multinomial
dermatology;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126102702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991194788441693;test;6.02995446666667;5;25;186;19;25;257;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979578841391302;train;6.00354443333333;11;314;650;28;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974515276963565;test;6.00354443333333;11;314;650;28;76;1400;multinomial
analcatdata_boxing2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.701804368471035;train;0.34476865;14;12;326;2;3;93;binomial
analcatdata_boxing2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644385026737968;test;0.34476865;14;12;326;2;3;93;binomial
294_satellite_image;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458285177760834;train;7.00480380333333;7;52;314;26;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47599685362874;test;7.00480380333333;7;52;314;26;26;4505;continuous
607_fri_c4_1000_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833576045199199;train;0.795180548333333;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092400_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827064290901818;test;0.795180548333333;3;160;326;5;50;700;continuous
527_analcatdata_election2000;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124183150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0791507246281073;train;0.0309875716666667;3;5;40;1;1;47;continuous
527_analcatdata_election2000;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124183150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0795373944779784;test;0.0309875716666667;3;5;40;1;1;47;continuous
591_fri_c1_100_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.975219311554404;train;0.913505578333333;3;160;326;0;10;70;continuous
591_fri_c1_100_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.987236719240487;test;0.913505578333333;3;160;326;0;10;70;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.232104782878459;train;1.57230647333333;6;220;452;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.385407713901083;test;1.57230647333333;6;220;452;3;3;333;continuous
207_autoPrice;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222828907363056;train;0.892054503333333;5;200;410;4;10;112;continuous
207_autoPrice;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124162634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428953478302855;test;0.892054503333333;5;200;410;4;10;112;continuous
horse_colic;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924948105864037;train;4.76234966333333;14;22;564;14;22;258;binomial
horse_colic;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850140056022409;test;4.76234966333333;14;22;564;14;22;258;binomial
607_fri_c4_1000_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828055622094497;train;1.32442192166667;5;74;234;12;50;700;continuous
607_fri_c4_1000_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828022122518927;test;1.32442192166667;5;74;234;12;50;700;continuous
503_wind;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428229672524754;train;4.52293988166667;3;160;326;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459809087819456;test;4.52293988166667;3;160;326;14;14;4602;continuous
analcatdata_cyyoung9302;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964497041420118;train;0.456736761666667;8;7;122;5;7;65;binomial
analcatdata_cyyoung9302;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793650793650794;test;0.456736761666667;8;7;122;5;7;65;binomial
nikuradse_1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194004651860345;train;0.12925113335;3;4;32;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.200567582692469;test;0.12925113335;3;4;32;2;2;254;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851452149255978;train;0.238881101666667;3;90;186;5;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863900126421396;test;0.238881101666667;3;90;186;5;50;700;continuous
letter;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993228248703435;train;33.7338922133333;7;240;494;15;16;14000;multinomial
letter;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989612334228781;test;33.7338922133333;7;240;494;15;16;14000;multinomial
horse_colic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892059948979592;train;0.86360438;10;83;468;4;22;258;binomial
horse_colic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125151925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877010233918129;test;0.86360438;10;83;468;4;22;258;binomial
titanic;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.750490742466723;train;2.098644285;8;260;536;5;7;1545;binomial
titanic;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780247638362598;test;2.098644285;8;260;536;5;7;1545;binomial
197_cpu_act;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.323305086558263;train;2.79578891;6;34;266;4;17;5735;continuous
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622_fri_c2_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862626506902671;test;1.79781586166667;10;268;556;46;50;700;continuous
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607_fri_c4_1000_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830530326521413;test;1.31889342666667;6;220;452;30;50;700;continuous
optdigits;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999702062634462;train;3.16453121166667;3;160;326;37;60;3934;multinomial
optdigits;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998719654917913;test;3.16453121166667;3;160;326;37;60;3934;multinomial
diabetes;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125150339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865540286851393;train;2.44422052;11;320;662;8;8;538;binomial
diabetes;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125150339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.852559139784946;test;2.44422052;11;320;662;8;8;538;binomial
1201_BNG_breastTumor;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915610806170408;train;0.362837061666667;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91414658422417;test;0.362837061666667;3;45;166;9;9;81648;continuous
542_pollution;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.427304291918287;train;1.118416985;8;244;504;11;12;42;continuous
542_pollution;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145429_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889763397293755;test;1.118416985;8;244;504;11;12;42;continuous
twonorm;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997569338225516;train;1.20722952666667;3;160;326;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9971784134014;test;1.20722952666667;3;160;326;20;20;5180;binomial
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ann_thyroid;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171606_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999709069047613;test;2.707525335;3;160;326;13;20;5040;multinomial
ecoli;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97420290787471;train;0.702596899983333;3;160;326;4;5;229;multinomial
ecoli;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967800416169981;test;0.702596899983333;3;160;326;4;5;229;multinomial
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505_tecator;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.112108558773275;test;0.178762276666667;3;85;186;14;18;168;continuous
analcatdata_asbestos;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875874125874126;train;0.76594841;5;200;410;3;3;59;binomial
analcatdata_asbestos;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965034965034965;test;0.76594841;5;200;410;3;3;59;binomial
197_cpu_act;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125102411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191338387629065;train;4.69540887165;3;160;326;10;16;5735;continuous
197_cpu_act;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125102411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212791430116366;test;4.69540887165;3;160;326;10;16;5735;continuous
pima;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844836370175018;train;1.55086241;13;8;216;8;8;538;binomial
pima;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808038808038808;test;1.55086241;13;8;216;8;8;538;binomial
diabetes;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834338871449353;train;0.846441076666667;5;200;410;7;8;538;binomial
diabetes;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84140644209491;test;0.846441076666667;5;200;410;7;8;538;binomial
waveform_21;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124182006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967552741340748;train;0.51275675;9;21;308;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124182006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964696336621392;test;0.51275675;9;21;308;21;21;3500;multinomial
cleve;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944513826940232;train;0.686844898333333;3;160;326;10;13;213;binomial
cleve;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924294903513112;test;0.686844898333333;3;160;326;10;13;213;binomial
yeast;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903562255535935;train;2.87511388;8;260;536;7;8;1036;multinomial
yeast;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891378208054329;test;2.87511388;8;260;536;7;8;1036;multinomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125094911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.542941653070511;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125094911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.518199757134183;test;;-Inf;-Inf;;1;1;849;binomial
nikuradse_2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843326688385605;train;0.0446115166666667;3;2;16;1;1;254;continuous
nikuradse_2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.775121192769651;test;0.0446115166666667;3;2;16;1;1;254;continuous
wine_quality_white;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.657317430084776;train;1.91889119666667;3;11;64;1;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.587377689162276;test;1.91889119666667;3;11;64;1;11;3429;multinomial
fars;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897364451601632;train;48.38554533;0;5;10;21;21;70678;multinomial
fars;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890719216942964;test;48.38554533;0;5;10;21;21;70678;multinomial
695_chatfield_4;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.322524797968692;train;0.903858876666667;3;160;326;5;6;165;continuous
695_chatfield_4;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121715_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.317725538765789;test;0.903858876666667;3;160;326;5;6;165;continuous
letter;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125102126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976059161126601;train;30.7857217033333;4;180;368;15;16;14000;multinomial
letter;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125102126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975127546582929;test;30.7857217033333;4;180;368;15;16;14000;multinomial
641_fri_c1_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835769818799445;train;0.844491956666667;3;160;326;10;10;350;continuous
641_fri_c1_500_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834693457829507;test;0.844491956666667;3;160;326;10;10;350;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806397896759199;train;0.51091287;11;50;502;9;10;700;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868988804810113;test;0.51091287;11;50;502;9;10;700;continuous
adult;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895183870378644;train;15.60183284;6;204;420;10;12;34190;binomial
adult;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891291035700195;test;15.60183284;6;204;420;10;12;34190;binomial
218_house_8L;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125112718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459699662691485;train;0.64653581;9;40;418;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125112718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.43912836188097;test;0.64653581;9;40;418;8;8;15949;continuous
allhyper;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959894984504371;train;31.0117340133333;7;25;276;20;25;2640;multinomial
allhyper;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983021077283372;test;31.0117340133333;7;25;276;20;25;2640;multinomial
letter;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981904043225229;train;10.20983802;3;160;326;16;16;14000;multinomial
letter;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9783500209206;test;10.20983802;3;160;326;16;16;14000;multinomial
602_fri_c3_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817156651000573;train;1.52824542666667;6;220;452;8;9;175;continuous
602_fri_c3_250_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84264907204288;test;1.52824542666667;6;220;452;8;9;175;continuous
allhypo;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834691607369842;train;28.6646510983333;12;24;492;9;24;2639;multinomial
allhypo;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.832525003014917;test;28.6646510983333;12;24;492;9;24;2639;multinomial
wdbc;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998016922263353;train;0.857875798333333;3;160;326;10;21;399;binomial
wdbc;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991616208663251;test;0.857875798333333;3;160;326;10;21;399;binomial
analcatdata_happiness;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.758913308913309;train;0.0519175466666667;5;3;36;1;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749206349206349;test;0.0519175466666667;5;3;36;1;3;42;multinomial
pima;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846413657577991;train;0.441502118333333;9;32;406;8;8;538;binomial
pima;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.820368558382257;test;0.441502118333333;9;32;406;8;8;538;binomial
620_fri_c1_1000_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290336929145373;train;0.865600923333333;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371002268632939;test;0.865600923333333;3;160;326;5;25;700;continuous
225_puma8NH;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75592548612938;train;0.295261281666667;7;40;334;2;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125193927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765480637337322;test;0.295261281666667;7;40;334;2;8;5735;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125210310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.520494199285152;train;0.340756061666667;7;50;334;9;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125210310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54189374908469;test;0.340756061666667;7;50;334;9;10;350;continuous
537_houses;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601094323373103;train;0.345083968333333;3;25;152;5;5;14448;continuous
537_houses;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.600713477849181;test;0.345083968333333;3;25;152;5;5;14448;continuous
analcatdata_boxing2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862511671335201;train;3.14996866;20;500;1040;1;3;93;binomial
analcatdata_boxing2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125101741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.697368421052632;test;3.14996866;20;500;1040;1;3;93;binomial
641_fri_c1_500_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818752102245043;train;0.800794246666667;15;50;670;6;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868803312710849;test;0.800794246666667;15;50;670;6;10;350;continuous
mfeat_zernike;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987847396964314;train;3.49866597333333;5;200;410;32;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979280799092352;test;3.49866597333333;5;200;410;32;32;1400;multinomial
634_fri_c2_100_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.766464783436806;train;0.91529897;3;160;326;4;10;70;continuous
634_fri_c2_100_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777669507020409;test;0.91529897;3;160;326;4;10;70;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510727114743676;train;1.885922235;6;84;276;5;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50769612147071;test;1.885922235;6;84;276;5;50;700;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.341934042082388;train;0.476752636666667;10;45;460;3;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.35786811410281;test;0.476752636666667;10;45;460;3;9;165;continuous
hepatitis;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953463203463203;train;1.41595744166667;7;240;494;14;18;109;binomial
hepatitis;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779220779220779;test;1.41595744166667;7;240;494;14;18;109;binomial
712_chscase_geyser1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476526369772894;train;0.531398321666667;3;160;326;1;2;156;continuous
712_chscase_geyser1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350736831679942;test;0.531398321666667;3;160;326;1;2;156;continuous
tokyo1;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960358342665174;train;0.769581476666667;3;160;326;20;21;672;binomial
tokyo1;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968417280917281;test;0.769581476666667;3;160;326;20;21;672;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.53170237166667;3;160;326;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.53170237166667;3;160;326;20;20;5702;binomial
611_fri_c3_100_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400686525994683;train;0.579724071666667;3;160;326;1;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.909796376741363;test;0.579724071666667;3;160;326;1;4;70;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823398527232961;train;1.77042605001667;7;240;494;6;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195711_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849297874779292;test;1.77042605001667;7;240;494;6;25;350;continuous
cleveland;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.711753739849894;train;0.392979776666667;11;13;290;3;13;213;multinomial
cleveland;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648170653292181;test;0.392979776666667;11;13;290;3;13;213;multinomial
analcatdata_creditscore;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.378104843333333;3;128;262;1;6;70;binomial
analcatdata_creditscore;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973684210526316;test;0.378104843333333;3;128;262;1;6;70;binomial
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.718361573274188;train;2.62659367833333;5;200;410;7;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124161852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.703998634140269;test;2.62659367833333;5;200;410;7;9;12248;continuous
522_pm10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125152507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829580843776988;train;1.091267215;5;200;410;6;7;350;continuous
522_pm10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125152507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85995547873447;test;1.091267215;5;200;410;6;7;350;continuous
mfeat_fourier;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975627530167141;train;6.10251690333333;10;284;588;22;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96620429595823;test;6.10251690333333;10;284;588;22;76;1400;multinomial
653_fri_c0_250_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.443319645503653;train;1.74862717333333;20;260;560;10;25;175;continuous
653_fri_c0_250_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519530871179672;test;1.74862717333333;20;260;560;10;25;175;continuous
620_fri_c1_1000_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28002147556746;train;1.08136256166667;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352907977929423;test;1.08136256166667;3;160;326;5;25;700;continuous
1191_BNG_pbc;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.77679580051921;train;446.48211393;0;100;200;10;18;700000;continuous
1191_BNG_pbc;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125155614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.777011984847386;test;446.48211393;0;100;200;10;18;700000;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494316054584663;train;1.09579161833333;14;125;648;21;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.53074571101276;test;1.09579161833333;14;125;648;21;25;70;continuous
wine_quality_red;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124162756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799961027027831;train;0.172138543333333;5;11;112;3;11;1120;multinomial
wine_quality_red;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124162756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.705966859166686;test;0.172138543333333;5;11;112;3;11;1120;multinomial
687_sleuth_ex1605;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.662058451206967;train;1.204332695;7;224;462;4;5;44;continuous
687_sleuth_ex1605;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125120254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.51724222123292;test;1.204332695;7;224;462;4;5;44;continuous
vehicle;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99470133377609;train;0.933263928333333;3;160;326;13;13;593;multinomial
vehicle;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938578747417817;test;0.933263928333333;3;160;326;13;13;593;multinomial
687_sleuth_ex1605;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601154443124834;train;0.277796435;6;25;276;3;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112003_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874658575214664;test;0.277796435;6;25;276;3;5;44;continuous
clean1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.746166601666667;3;34;74;2;88;334;binomial
clean1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.746166601666667;3;34;74;2;88;334;binomial
australian;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94471354892668;train;0.580418483333333;3;160;326;12;13;483;binomial
australian;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923141891891892;test;0.580418483333333;3;160;326;12;13;483;binomial
197_cpu_act;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.310799850238164;train;3.42057556833333;13;276;578;1;18;5735;continuous
197_cpu_act;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.329943267786088;test;3.42057556833333;13;276;578;1;18;5735;continuous
banana;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977631812741837;train;1.91703766166667;3;160;326;2;2;3710;binomial
banana;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964700649152198;test;1.91703766166667;3;160;326;2;2;3710;binomial
648_fri_c1_250_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.701357340528135;train;0.491645726666667;9;177;374;22;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.930057716792076;test;0.491645726666667;9;177;374;22;50;175;continuous
1096_FacultySalaries;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197825418279231;train;1.087447885;8;260;536;1;2;35;continuous
1096_FacultySalaries;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125204056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.756974919663947;test;1.087447885;8;260;536;1;2;35;continuous
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dermatology;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.77529027833333;6;26;220;25;26;257;multinomial
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1030_ERA;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.718662773500054;train;0.26070895;8;20;286;4;4;700;continuous
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bupa;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708686440677966;train;0.886663205;14;5;146;4;5;242;binomial
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505_tecator;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0431991767288501;train;1.456499685;6;220;452;18;18;168;continuous
505_tecator;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.105473097121932;test;1.456499685;6;220;452;18;18;168;continuous
flags;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812989766081871;train;13.0066609183333;14;40;600;28;40;125;multinomial
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609_fri_c0_1000_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475933292019401;train;0.09603161;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125124405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494055050705191;test;0.09603161;3;25;156;5;5;700;continuous
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flags;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734823633156967;test;12.720809605;16;39;684;22;39;125;multinomial
Hill_Valley_with_noise;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.539366450524072;train;;-Inf;-Inf;;1;1;849;binomial
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695_chatfield_4;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333393969956207;train;0.663072061666667;3;160;326;1;7;165;continuous
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635_fri_c0_250_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.551678296635517;train;0.344877695;3;20;132;10;10;175;continuous
635_fri_c0_250_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.552938372405562;test;0.344877695;3;20;132;10;10;175;continuous
ann_thyroid;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99203755638924;train;0.500174923333333;5;21;194;3;21;5040;multinomial
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analcatdata_bankruptcy;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980392156862745;train;0.417688986666667;3;128;262;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910714285714286;test;0.417688986666667;3;128;262;2;2;35;binomial
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197_cpu_act;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240547482066056;test;3.27680802333333;3;160;326;10;16;5735;continuous
segmentation;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999363679826346;train;1.23837021333333;3;160;326;13;13;1617;multinomial
segmentation;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998509122648863;test;1.23837021333333;3;160;326;13;13;1617;multinomial
618_fri_c3_1000_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786580575463901;train;1.61486554333333;8;240;496;36;50;700;continuous
618_fri_c3_1000_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859419608634592;test;1.61486554333333;8;240;496;36;50;700;continuous
fars;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859118387869204;train;165.58003176;1;20;50;21;21;70678;multinomial
fars;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861393098453513;test;165.58003176;1;20;50;21;21;70678;multinomial
calendarDOW;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959392660688165;train;0.975346298333333;5;200;410;13;14;280;multinomial
calendarDOW;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.823052136519153;test;0.975346298333333;5;200;410;13;14;280;multinomial
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.882912859613047;train;38.1038837366667;2;140;284;8;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.889532322571227;test;38.1038837366667;2;140;284;8;9;81648;continuous
663_rabe_266;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.100589087031983;train;1.03000238166667;6;220;452;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141047677167478;test;1.03000238166667;6;220;452;2;2;84;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373113553885607;train;0.547974496666667;3;160;326;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309603289974683;test;0.547974496666667;3;160;326;1;1;33;continuous
glass2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708989104116223;train;0.468064361666667;7;9;126;2;9;115;binomial
glass2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172521_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742857142857143;test;0.468064361666667;7;9;126;2;9;115;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93859649122807;train;0.0830201;3;16;104;4;4;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125110551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740740740740741;test;0.0830201;3;16;104;4;4;37;binomial
credit_a;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937014265483058;train;2.4588476;10;14;284;12;14;483;binomial
credit_a;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911012877186239;test;2.4588476;10;14;284;12;14;483;binomial
687_sleuth_ex1605;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125204000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607918238736054;train;0.515558884983333;9;10;192;5;5;44;continuous
687_sleuth_ex1605;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125204000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.700004399749341;test;0.515558884983333;9;10;192;5;5;44;continuous
cleve;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931399379675242;train;0.544425416666667;8;52;376;6;13;213;binomial
cleve;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873554550025138;test;0.544425416666667;8;52;376;6;13;213;binomial
hepatitis;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880952380952381;train;1.45313673333333;6;220;452;14;19;109;binomial
hepatitis;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124160445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71948051948052;test;1.45313673333333;6;220;452;14;19;109;binomial
605_fri_c2_250_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.744733013883692;train;1.440626555;10;50;444;10;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862606491711483;test;1.440626555;10;50;444;10;25;175;continuous
tokyo1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988823666614834;train;1.01917716333333;3;160;326;19;21;672;binomial
tokyo1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985927067282999;test;1.01917716333333;3;160;326;19;21;672;binomial
mfeat_factors;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998411328514061;train;3.75939198666667;3;160;326;130;130;1400;multinomial
mfeat_factors;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997337061651849;test;3.75939198666667;3;160;326;130;130;1400;multinomial
582_fri_c1_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796290186908316;train;0.292582653333333;5;122;270;4;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882525857537087;test;0.292582653333333;5;122;270;4;25;350;continuous
movement_libras;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982764936188901;train;20.2616131216667;6;20;214;12;20;252;multinomial
movement_libras;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952734315948602;test;20.2616131216667;6;20;214;12;20;252;multinomial
230_machine_cpu;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182644526292905;train;1.12721406;5;200;410;6;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125121906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200488206227381;test;1.12721406;5;200;410;6;6;147;continuous
522_pm10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845824087660317;train;1.12081917166667;5;200;410;4;7;350;continuous
522_pm10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863681709777538;test;1.12081917166667;5;200;410;4;7;350;continuous
230_machine_cpu;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.264282715922911;train;0.207549566666667;5;30;250;3;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.249303708639961;test;0.207549566666667;5;30;250;3;6;147;continuous
573_cpu_act;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.301639025654888;train;2.18024839333333;6;220;452;6;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.307877081235968;test;2.18024839333333;6;220;452;6;17;5735;continuous
sonar;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895399061032864;train;5.309819115;14;60;600;26;60;146;binomial
sonar;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882478632478632;test;5.309819115;14;60;600;26;60;146;binomial
537_houses;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.576809301168009;train;0.162021353333333;3;30;166;6;6;14448;continuous
537_houses;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.578192703199807;test;0.162021353333333;3;30;166;6;6;14448;continuous
210_cloud;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.232257878473973;train;0.294463733316667;8;10;172;5;5;76;continuous
210_cloud;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126113737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.305744160192799;test;0.294463733316667;8;10;172;5;5;76;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125200658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.773662937313006;train;1.14929879166667;7;99;318;44;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125200658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845144623221429;test;1.14929879166667;7;99;318;44;50;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799227416932305;train;0.789198765;3;20;134;5;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805442519209013;test;0.789198765;3;20;134;5;10;350;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.46155559351841;train;0.314748441666667;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528537857038936;test;0.314748441666667;3;10;72;5;5;700;continuous
ionosphere;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918127817934588;train;1.85290085166667;20;128;888;16;32;246;binomial
ionosphere;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.653418124006359;test;1.85290085166667;20;128;888;16;32;246;binomial
hepatitis;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906926406926407;train;2.93491552666667;16;19;586;12;19;109;binomial
hepatitis;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.646753246753247;test;2.93491552666667;16;19;586;12;19;109;binomial
592_fri_c4_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847280046975104;train;0.32604247;5;123;260;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83350834907418;test;0.32604247;5;123;260;5;25;700;continuous
iris;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995078995078995;train;0.741088758333333;3;160;326;1;3;105;multinomial
iris;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998217468805704;test;0.741088758333333;3;160;326;1;3;105;multinomial
583_fri_c1_1000_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819264529353917;train;0.808269845;3;160;326;10;50;700;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825629532880573;test;0.808269845;3;160;326;10;50;700;continuous
pima;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854975090269208;train;0.744658758316667;3;160;326;2;8;538;binomial
pima;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.807606263982103;test;0.744658758316667;3;160;326;2;8;538;binomial
634_fri_c2_100_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125204811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750773784408338;train;0.265685338333333;5;45;260;6;9;70;continuous
634_fri_c2_100_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125204811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757587332933574;test;0.265685338333333;5;45;260;6;9;70;continuous
230_machine_cpu;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.264161723766425;train;1.896796115;13;12;324;2;6;147;continuous
230_machine_cpu;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.419245339262764;test;1.896796115;13;12;324;2;6;147;continuous
634_fri_c2_100_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.547672392981021;train;1.47726844333333;8;260;536;2;9;70;continuous
634_fri_c2_100_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.642144607059362;test;1.47726844333333;8;260;536;2;9;70;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914372038931872;train;0.429130508333333;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916716882131173;test;0.429130508333333;3;45;166;9;9;81648;continuous
segmentation;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998767625044827;train;1.232514505;3;160;326;14;14;1617;multinomial
segmentation;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998747821679141;test;1.232514505;3;160;326;14;14;1617;multinomial
glass;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124213111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999191374663073;train;0.679302958333333;3;160;326;9;9;144;multinomial
glass;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124213111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912001708896119;test;0.679302958333333;3;160;326;9;9;144;multinomial
651_fri_c0_100_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41570712766191;train;2.21433689666667;11;281;584;25;25;70;continuous
651_fri_c0_100_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124183805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.725841470912719;test;2.21433689666667;11;281;584;25;25;70;continuous
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titanic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.795449403537639;test;0.459831946666667;8;28;334;7;7;1545;binomial
712_chscase_geyser1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434711598854212;train;0.149389926666667;3;4;32;1;2;156;continuous
712_chscase_geyser1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.541496984439905;test;0.149389926666667;3;4;32;1;2;156;continuous
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allbp;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974698867024448;test;0.24772037;3;25;134;20;25;2641;multinomial
635_fri_c0_250_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320505061101587;train;0.56619908;3;160;326;7;10;175;continuous
635_fri_c0_250_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415969665998749;test;0.56619908;3;160;326;7;10;175;continuous
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yeast;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861110334230786;test;6.001798125;8;8;136;8;8;1036;multinomial
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164925974904373;train;3.40439136333333;11;320;662;6;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276901030395646;test;3.40439136333333;11;320;662;6;10;700;continuous
ring;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991508761583586;train;10.498223765;10;300;620;20;20;5180;binomial
ring;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987797022122467;test;10.498223765;10;300;620;20;20;5180;binomial
617_fri_c3_500_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806876798368703;train;0.11220421;3;25;156;5;5;350;continuous
617_fri_c3_500_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861141562782144;test;0.11220421;3;25;156;5;5;350;continuous
credit_g;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801580940931773;train;0.799084065;3;20;110;7;20;700;binomial
credit_g;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.771223141413581;test;0.799084065;3;20;110;7;20;700;binomial
537_houses;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.606140083199799;train;0.238980495;3;25;148;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.595497385131825;test;0.238980495;3;25;148;5;5;14448;continuous
tae;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.625365281247634;train;0.72783246;3;160;326;4;5;106;multinomial
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backache;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85625;train;1.190256085;12;124;552;9;31;126;binomial
backache;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.375308641975309;test;1.190256085;12;124;552;9;31;126;binomial
Hill_Valley_without_noise;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.565126705653022;train;2.184708615;12;340;704;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.475262576008845;test;2.184708615;12;340;704;1;1;849;binomial
bupa;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.804640513942045;train;2.86202189333333;17;440;914;4;5;242;binomial
bupa;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.653092006033183;test;2.86202189333333;17;440;914;4;5;242;binomial
cars;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846602699435212;train;0.872427418333333;3;160;326;6;6;275;multinomial
cars;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819509650495566;test;0.872427418333333;3;160;326;6;6;275;multinomial
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analcatdata_authorship;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125203459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999980299448385;test;1.02559283333333;3;160;326;70;70;589;multinomial
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.370807277655955;train;2.222931965;12;260;544;39;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.400361064199713;test;2.222931965;12;260;544;39;72;742;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82417890749479;train;0.983613108333333;20;230;548;7;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845621806486782;test;0.983613108333333;20;230;548;7;50;700;continuous
560_bodyfat;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0122099990904126;train;1.044652835;3;160;326;1;13;177;continuous
560_bodyfat;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0119525768954592;test;1.044652835;3;160;326;1;13;177;continuous
glass;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891946601887027;train;1.19844707;10;9;186;5;9;144;multinomial
glass;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836666666666667;test;1.19844707;10;9;186;5;9;144;multinomial
coil2000;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124204257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.728321228043064;train;5.12333142166667;5;200;410;2;59;6876;binomial
coil2000;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124204257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.671891141238648;test;5.12333142166667;5;200;410;2;59;6876;binomial
594_fri_c2_100_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867255784495028;train;0.338243808333333;8;25;376;1;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084508_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891348414968881;test;0.338243808333333;8;25;376;1;5;70;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813124007577469;train;0.1115851;3;25;156;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874025864404774;test;0.1115851;3;25;156;5;5;350;continuous
analcatdata_happiness;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.564102564102564;train;2.02187626666667;11;320;662;2;3;42;multinomial
analcatdata_happiness;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.53968253968254;test;2.02187626666667;11;320;662;2;3;42;multinomial
glass2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126104438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802782819116757;train;0.886793839983333;5;200;410;7;9;115;binomial
glass2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126104438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.55535390199637;test;0.886793839983333;5;200;410;7;9;115;binomial
634_fri_c2_100_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.899717216275559;train;0.348289741666667;7;45;344;2;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163600_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.0042954500682;test;0.348289741666667;7;45;344;2;9;70;continuous
594_fri_c2_100_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806832334974402;train;0.213943913333333;3;10;76;4;5;70;continuous
594_fri_c2_100_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124210502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.919949128202244;test;0.213943913333333;3;10;76;4;5;70;continuous
cmc;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.732864461433711;train;0.189746791666667;7;9;134;7;9;1032;multinomial
cmc;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124175451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.69844268284709;test;0.189746791666667;7;9;134;7;9;1032;multinomial
616_fri_c4_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789441943965021;train;1.82741706166667;11;300;622;17;50;350;continuous
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207_autoPrice;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.240544268667856;test;0.289943891666667;5;45;260;1;9;112;continuous
nikuradse_1;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.200938263681529;train;0.143243081666667;5;10;120;2;2;254;continuous
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561_cpu;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0909049591012431;test;1.05129407;7;208;430;3;7;147;continuous
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564_fried;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473023587480635;train;4.27311693333333;3;160;326;5;10;28538;continuous
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666_rmftsa_ladata;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616265898594973;train;0.990782916666667;13;50;586;6;10;356;continuous
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218_house_8L;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462201005917634;train;1.870940515;3;160;326;5;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453021343984788;test;1.870940515;3;160;326;5;8;15949;continuous
irish;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875264340470526;train;0.982994511666667;6;220;452;3;4;350;binomial
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589_fri_c2_1000_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799311616682279;train;0.539873293333333;3;50;146;8;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848658108097982;test;0.539873293333333;3;50;146;8;25;700;continuous
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609_fri_c0_1000_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219491096081754;train;2.47022768833333;13;328;682;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38301234917266;test;2.47022768833333;13;328;682;5;5;700;continuous
analcatdata_asbestos;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871794871794872;train;0.926068173333333;5;200;410;1;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741258741258741;test;0.926068173333333;5;200;410;1;3;59;binomial
595_fri_c0_1000_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476414135921378;train;2.52304142166667;20;255;550;6;10;700;continuous
595_fri_c0_1000_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515965713087752;test;2.52304142166667;20;255;550;6;10;700;continuous
597_fri_c2_500_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825426593639405;train;0.109522335;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125141639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843387571527246;test;0.109522335;3;25;156;5;5;350;continuous
analcatdata_aids;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0725461533333333;3;12;76;3;3;35;binomial
analcatdata_aids;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981481481481481;test;0.0725461533333333;3;12;76;3;3;35;binomial
621_fri_c0_100_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434966309471253;train;1.702258285;7;240;494;10;10;70;continuous
621_fri_c0_100_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.669494986998183;test;1.702258285;7;240;494;10;10;70;continuous
658_fri_c3_250_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846398631232074;train;0.738429841666667;3;160;326;9;24;175;continuous
658_fri_c3_250_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813828625974444;test;0.738429841666667;3;160;326;9;24;175;continuous
analcatdata_cyyoung8092;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124213037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889583333333333;train;1.02636894333333;5;200;410;6;7;68;binomial
analcatdata_cyyoung8092;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124213037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75;test;1.02636894333333;5;200;410;6;7;68;binomial
594_fri_c2_100_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858407232579627;train;0.344859425016667;7;8;124;3;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.954245091504245;test;0.344859425016667;7;8;124;3;4;70;continuous
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adult;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083926_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89411278064034;test;4.39683914833333;9;48;418;9;12;34190;binomial
573_cpu_act;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.330726653549781;train;2.88440000333333;7;34;284;4;17;5735;continuous
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644_fri_c4_250_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389762314181025;train;1.85480216666667;8;260;536;3;24;175;continuous
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allhyper;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125130229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977230519181569;train;2.708567155;6;188;388;24;25;2640;multinomial
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654_fri_c0_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268380530952393;train;2.02980710333333;16;344;720;7;10;350;continuous
654_fri_c0_500_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437588408606473;test;2.02980710333333;16;344;720;7;10;350;continuous
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diabetes;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.812096581400908;test;1.28336532166667;6;220;452;7;8;538;binomial
1089_USCrime;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.38325261153254;train;0.121730551666667;3;30;164;3;6;33;continuous
1089_USCrime;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914947040925576;test;0.121730551666667;3;30;164;3;6;33;continuous
allhypo;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850160576123923;train;31.101419535;11;24;452;22;24;2639;multinomial
allhypo;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780198587487347;test;31.101419535;11;24;452;22;24;2639;multinomial
prnn_synth;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125142205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941437908496732;train;0.07587802;3;2;16;2;2;175;binomial
prnn_synth;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125142205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919285714285714;test;0.07587802;3;2;16;2;2;175;binomial
analcatdata_happiness;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.758913308913309;train;0.03612873835;3;3;24;1;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126085918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749206349206349;test;0.03612873835;3;3;24;1;3;42;multinomial
582_fri_c1_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800691715317974;train;0.187357866666667;3;90;186;5;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865727465628744;test;0.187357866666667;3;90;186;5;25;350;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828800225217834;train;0.645156663333333;3;72;150;5;49;700;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852642137974959;test;0.645156663333333;3;72;150;5;49;700;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656542237478647;train;6.99053689;10;50;460;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658501913883769;test;6.99053689;10;50;460;10;10;700000;continuous
heart_statlog;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932603296455182;train;1.62397432166667;10;294;608;9;13;189;binomial
heart_statlog;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844806007509387;test;1.62397432166667;10;294;608;9;13;189;binomial
591_fri_c1_100_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126095253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76581018335754;train;0.420853421666667;8;50;386;4;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126095253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.963140472194227;test;0.420853421666667;8;50;386;4;10;70;continuous
analcatdata_asbestos;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915898617511521;train;0.572925135;3;160;326;3;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907407407407407;test;0.572925135;3;160;326;3;3;59;binomial
ecoli;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977197904975683;train;0.799036215;3;160;326;5;5;229;multinomial
ecoli;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971938588786415;test;0.799036215;3;160;326;5;5;229;multinomial
adult;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897901913800572;train;17.1068284733333;6;220;452;10;12;34190;binomial
adult;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893940325539947;test;17.1068284733333;6;220;452;10;12;34190;binomial
588_fri_c4_1000_100;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125194226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84757563667544;train;0.961439058333333;3;160;326;5;99;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125194226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825883975570476;test;0.961439058333333;3;160;326;5;99;700;continuous
credit_g;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125104141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.811536956998788;train;4.015856015;10;20;386;10;20;700;binomial
credit_g;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125104141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.762311920493032;test;4.015856015;10;20;386;10;20;700;binomial
616_fri_c4_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206105996879513;train;1.59916930333333;5;200;410;7;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369769849560033;test;1.59916930333333;5;200;410;7;50;350;continuous
ionosphere;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943447293447294;train;0.438566448333333;6;109;300;27;32;246;binomial
ionosphere;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.899355877616747;test;0.438566448333333;6;109;300;27;32;246;binomial
598_fri_c0_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246542351392552;train;2.00276552166667;9;232;482;6;25;700;continuous
598_fri_c0_1000_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391147049943601;test;2.00276552166667;9;232;482;6;25;700;continuous
vowel;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972264463733561;train;18.6575704466667;6;13;156;12;13;693;multinomial
vowel;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952159160740439;test;18.6575704466667;6;13;156;12;13;693;multinomial
confidence;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95;test;;-Inf;-Inf;;1;1;51;multinomial
pima;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846229920882282;train;0.760913975;3;160;326;6;8;538;binomial
pima;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804313929313929;test;0.760913975;3;160;326;6;8;538;binomial
allbp;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993824963753789;train;3.53891508;3;160;326;10;25;2641;multinomial
allbp;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983021541950113;test;3.53891508;3;160;326;10;25;2641;multinomial
allhypo;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125190637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.840645605632062;train;1.19640919;13;25;556;7;25;2639;multinomial
allhypo;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125190637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861925707510266;test;1.19640919;13;25;556;7;25;2639;multinomial
tae;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.646123854947384;train;5.02042970165;20;500;1040;3;5;106;multinomial
tae;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694074074074074;test;5.02042970165;20;500;1040;3;5;106;multinomial
628_fri_c3_1000_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841835226338176;train;0.3210229;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823352957129829;test;0.3210229;3;10;72;5;5;700;continuous
wine_quality_white;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.601567321397684;train;0.294871933333333;6;11;132;1;11;3429;multinomial
wine_quality_white;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.655615505050457;test;0.294871933333333;6;11;132;1;11;3429;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.771354510950054;train;4.42925761165;5;11;112;3;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746627520537715;test;4.42925761165;5;11;112;3;11;1120;multinomial
cars;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889140216725761;train;1.01901505331667;8;7;120;7;7;275;multinomial
cars;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759874509803922;test;1.01901505331667;8;7;120;7;7;275;multinomial
647_fri_c1_250_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205910207570407;train;1.65660640166667;8;260;536;6;10;175;continuous
647_fri_c1_250_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409360948623314;test;1.65660640166667;8;260;536;6;10;175;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125113902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876319354390643;train;2.589658275;8;50;360;12;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125113902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888063898829818;test;2.589658275;8;50;360;12;25;350;continuous
225_puma8NH;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.502440527763412;train;3.62109887666667;3;160;326;2;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.558007753827049;test;3.62109887666667;3;160;326;2;8;5735;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847217117018518;train;2.07106447333333;7;50;318;24;25;175;continuous
605_fri_c2_250_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829659269612391;test;2.07106447333333;7;50;318;24;25;175;continuous
586_fri_c3_1000_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797669174255365;train;0.798729855;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867700623300767;test;0.798729855;3;160;326;5;25;700;continuous
210_cloud;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.26512403513228;train;0.434625446666667;10;25;450;3;5;76;continuous
210_cloud;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.270138830241791;test;0.434625446666667;10;25;450;3;5;76;continuous
hungarian;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897637795275591;train;1.331858035;8;12;196;6;12;206;binomial
hungarian;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919247115968427;test;1.331858035;8;12;196;6;12;206;binomial
ann_thyroid;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993611974699829;train;20.08718622;3;21;106;3;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991415222975782;test;20.08718622;3;21;106;3;21;5040;multinomial
yeast;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936916363877384;train;3.91272067166667;13;360;746;7;8;1036;multinomial
yeast;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878073069058629;test;3.91272067166667;13;360;746;7;8;1036;multinomial
wine_quality_red;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.780616113639531;train;0.354896675;9;11;202;8;11;1120;multinomial
wine_quality_red;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125114603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794497103554977;test;0.354896675;9;11;202;8;11;1120;multinomial
596_fri_c2_250_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193057196817437;train;2.02604604833333;12;334;692;5;5;175;continuous
596_fri_c2_250_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45883322395809;test;2.02604604833333;12;334;692;5;5;175;continuous
tae;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867620061399855;train;3.453737155;20;500;1040;5;5;106;multinomial
tae;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.635247208931419;test;3.453737155;20;500;1040;5;5;106;multinomial
texture;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125205502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999935518356588;train;0.467165471666667;3;14;92;12;14;3850;multinomial
texture;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125205502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999480491951895;test;0.467165471666667;3;14;92;12;14;3850;multinomial
Hill_Valley_with_noise;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.546908990011099;train;0.040442795;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5135996600085;test;0.040442795;3;4;32;1;1;849;binomial
1201_BNG_breastTumor;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914229370099478;train;0.394771739983333;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916105263247923;test;0.394771739983333;3;45;166;9;9;81648;continuous
analcatdata_bankruptcy;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976973684210526;train;0.28913449;3;112;230;2;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925925925925926;test;0.28913449;3;112;230;2;3;35;binomial
690_visualizing_galaxy;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314625581271848;train;0.112006696666667;5;15;130;3;3;227;continuous
690_visualizing_galaxy;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333452869340584;test;0.112006696666667;5;15;130;3;3;227;continuous
bupa;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.736307692307692;train;0.692099618333333;3;160;326;5;5;242;binomial
bupa;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.58842383107089;test;0.692099618333333;3;160;326;5;5;242;binomial
564_fried;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488558727945664;train;0.396420446683333;6;50;292;5;10;28538;continuous
564_fried;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490358360271407;test;0.396420446683333;6;50;292;5;10;28538;continuous
wine_quality_red;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817490349580105;train;3.48973701666667;11;288;598;8;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.779076266126166;test;3.48973701666667;11;288;598;8;11;1120;multinomial
227_cpu_small;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.143282316386926;train;5.59877323333333;16;340;712;11;12;5735;continuous
227_cpu_small;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.154833785446047;test;5.59877323333333;16;340;712;11;12;5735;continuous
analcatdata_lawsuit;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.531981378333333;3;160;326;4;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983783783783784;test;0.531981378333333;3;160;326;4;4;185;binomial
breast_cancer;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.748027384543978;train;0.935140686666667;8;9;144;3;9;201;binomial
breast_cancer;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711781206171108;test;0.935140686666667;8;9;144;3;9;201;binomial
562_cpu_small;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321343841398728;train;0.593706668333333;11;60;512;3;12;5735;continuous
562_cpu_small;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339771742304549;test;0.593706668333333;11;60;512;3;12;5735;continuous
561_cpu;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.151193616342034;train;1.03055482666667;5;184;378;6;7;147;continuous
561_cpu;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.276311065410601;test;1.03055482666667;5;184;378;6;7;147;continuous
hungarian;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892704076547394;train;1.06620274831667;5;200;410;5;12;206;binomial
hungarian;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882817243472981;test;1.06620274831667;5;200;410;5;12;206;binomial
631_fri_c1_500_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790549545099594;train;0.25045612;3;10;72;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883904609185633;test;0.25045612;3;10;72;5;5;350;continuous
prnn_synth;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936912225705329;train;0.194277996666667;9;8;158;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930298719772404;test;0.194277996666667;9;8;158;2;2;175;binomial
hepatitis;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125205444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766774891774892;train;0.43885305;3;19;116;1;19;109;binomial
hepatitis;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125205444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.672727272727273;test;0.43885305;3;19;116;1;19;109;binomial
mfeat_fourier;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989982688483192;train;1.13148933833333;6;69;264;39;76;1400;multinomial
mfeat_fourier;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960125681181804;test;1.13148933833333;6;69;264;39;76;1400;multinomial
glass;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940647726209433;train;0.271529008333333;13;9;238;8;9;144;multinomial
glass;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.775560806553245;test;0.271529008333333;13;9;238;8;9;144;multinomial
texture;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997078483868772;train;3.847237545;3;160;326;12;12;3850;multinomial
texture;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124170117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995627667910943;test;3.847237545;3;160;326;12;12;3850;multinomial
confidence;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944814814814815;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947222222222222;test;;-Inf;-Inf;;1;1;51;multinomial
breast_cancer;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763416075650118;train;1.02030878166667;16;36;704;3;9;201;binomial
breast_cancer;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668333333333333;test;1.02030878166667;16;36;704;3;9;201;binomial
analcatdata_lawsuit;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990608228980322;train;0.603017203316667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.603017203316667;3;160;326;2;4;185;binomial
503_wind;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455379353180381;train;0.562651181683333;3;68;176;14;14;4602;continuous
503_wind;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464207791903213;test;0.562651181683333;3;68;176;14;14;4602;continuous
225_puma8NH;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.763403245534789;train;0.130366465;3;40;166;7;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.754179099885169;test;0.130366465;3;40;166;7;8;5735;continuous
653_fri_c0_250_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466407432980525;train;0.777628551666667;3;160;326;25;25;175;continuous
653_fri_c0_250_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.514856084171697;test;0.777628551666667;3;160;326;25;25;175;continuous
678_visualizing_environmental;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.731741647538479;train;0.08859197;3;15;102;3;3;78;continuous
678_visualizing_environmental;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778839199474574;test;0.08859197;3;15;102;3;3;78;continuous
tae;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.608350775017442;train;0.417621578333333;11;5;118;5;5;106;multinomial
tae;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.738051470588235;test;0.417621578333333;11;5;118;5;5;106;multinomial
wine_quality_red;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.874537901424348;train;2.43024944666667;7;240;494;10;11;1120;multinomial
wine_quality_red;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.698716855151321;test;2.43024944666667;7;240;494;10;11;1120;multinomial
519_vinnie;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481492415852569;train;1.15156242333333;3;160;326;1;2;266;continuous
519_vinnie;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457887968859012;test;1.15156242333333;3;160;326;1;2;266;continuous
656_fri_c1_100_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768497159767232;train;0.118398266666667;3;10;76;5;5;70;continuous
656_fri_c1_100_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125130001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.939916522476459;test;0.118398266666667;3;10;76;5;5;70;continuous
mfeat_morphological;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92483003446048;train;1.317434785;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126112743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913854291252365;test;1.317434785;3;160;326;2;2;1400;multinomial
653_fri_c0_250_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.42039238371169;train;1.95927428666667;7;50;318;13;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607117848522784;test;1.95927428666667;7;50;318;13;25;175;continuous
heart_h;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912864352662478;train;1.57627097833333;7;240;494;11;12;206;binomial
heart_h;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943250688705234;test;1.57627097833333;7;240;494;11;12;206;binomial
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16701038179873;train;3.20498126;11;288;598;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.274638175855049;test;3.20498126;11;288;598;5;10;700;continuous
prnn_crabs;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125113020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.12795286;3;4;30;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125113020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983258928571429;test;0.12795286;3;4;30;4;4;140;binomial
analcatdata_boxing2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784780578898226;train;1.34297111166667;8;260;536;3;3;93;binomial
analcatdata_boxing2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.678947368421053;test;1.34297111166667;8;260;536;3;3;93;binomial
651_fri_c0_100_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.706597318475708;train;2.19610489;9;280;578;8;25;70;continuous
651_fri_c0_100_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.633846582188866;test;2.19610489;9;280;578;8;25;70;continuous
210_cloud;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.217839859796817;train;0.342641036666667;8;25;366;3;5;76;continuous
210_cloud;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090806_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.299148430772624;test;0.342641036666667;8;25;366;3;5;76;continuous
ann_thyroid;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994583121158519;train;0.57603009;6;21;234;3;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993175302957912;test;0.57603009;6;21;234;3;21;5040;multinomial
207_autoPrice;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432091875527232;train;0.16371884;3;45;176;4;9;112;continuous
207_autoPrice;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124170256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.52566491585015;test;0.16371884;3;45;176;4;9;112;continuous
192_vineyard;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42013895435481;train;0.98744127665;6;220;452;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115841_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.999723746712974;test;0.98744127665;6;220;452;1;1;37;continuous
218_house_8L;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457217702064762;train;9.06509172833333;20;16;640;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.441272059528962;test;9.06509172833333;20;16;640;8;8;15949;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825069813816177;train;0.519209125;9;168;374;5;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847899505721487;test;0.519209125;9;168;374;5;50;350;continuous
561_cpu;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135905156789162;train;1.52724491833333;6;220;452;6;7;147;continuous
561_cpu;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.202463098504876;test;1.52724491833333;6;220;452;6;7;147;continuous
573_cpu_act;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126101148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182924984751097;train;2.91067366833333;3;160;326;10;16;5735;continuous
573_cpu_act;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126101148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203941496961424;test;2.91067366833333;3;160;326;10;16;5735;continuous
optdigits;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999836560226041;train;4.277015665;3;160;326;60;60;3934;multinomial
optdigits;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999058511667831;test;4.277015665;3;160;326;60;60;3934;multinomial
mfeat_factors;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998769494199778;train;3.12385827;3;160;326;135;135;1400;multinomial
mfeat_factors;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998112591545097;test;3.12385827;3;160;326;135;135;1400;multinomial
505_tecator;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.150603295347295;train;1.06490695833333;6;204;420;2;18;168;continuous
505_tecator;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.150980267786913;test;1.06490695833333;6;204;420;2;18;168;continuous
201_pol;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833788644591894;train;1.97903790833333;3;160;326;26;26;10500;continuous
201_pol;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847169823671932;test;1.97903790833333;3;160;326;26;26;10500;continuous
diabetes;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125103512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871412480288353;train;2.23758577998333;9;280;578;8;8;538;binomial
diabetes;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125103512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.853161290322581;test;2.23758577998333;9;280;578;8;8;538;binomial
magic;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867060743058983;train;7.44702633666667;10;9;184;9;9;13314;binomial
magic;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862891026748219;test;7.44702633666667;10;9;184;9;9;13314;binomial
australian;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936200974378746;train;0.596749646666667;9;56;418;5;14;483;binomial
australian;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9006631795255;test;0.596749646666667;9;56;418;5;14;483;binomial
604_fri_c4_500_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860080453592926;train;1.07708419333333;3;160;326;6;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818498688514292;test;1.07708419333333;3;160;326;6;10;350;continuous
227_cpu_small;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314813239396977;train;1.80717801666667;5;24;182;3;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339211805597531;test;1.80717801666667;5;24;182;3;12;5735;continuous
584_fri_c4_500_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796443035016721;train;1.02891881833333;5;48;234;3;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82550870576947;test;1.02891881833333;5;48;234;3;24;350;continuous
saheart;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883746669399467;train;0.994610081666667;5;200;410;9;9;324;binomial
saheart;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.805883832034197;test;0.994610081666667;5;200;410;9;9;324;binomial
617_fri_c3_500_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125184222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838511475285335;train;0.130945396666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125184222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.908315650895883;test;0.130945396666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816454351741188;train;0.11628202;3;25;156;5;5;350;continuous
597_fri_c2_500_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838016743992169;test;0.11628202;3;25;156;5;5;350;continuous
churn;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867042299785958;train;6.10447862331667;13;15;372;10;15;3500;binomial
churn;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145749_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840818713894512;test;6.10447862331667;13;15;372;10;15;3500;binomial
228_elusage;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483774583802267;train;0.092620035;9;2;40;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496196042775201;test;0.092620035;9;2;40;1;1;39;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819312128359026;train;0.349163898333333;6;125;302;4;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787125784594214;test;0.349163898333333;6;125;302;4;25;700;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.775586261690736;train;0.293748358333333;6;45;302;4;9;70;continuous
634_fri_c2_100_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798054012652578;test;0.293748358333333;6;45;302;4;9;70;continuous
movement_libras;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983035266608268;train;22.3320893416667;6;19;216;10;19;252;multinomial
movement_libras;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928457554979664;test;22.3320893416667;6;19;216;10;19;252;multinomial
644_fri_c4_250_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214513897913671;train;2.11621485998333;10;300;620;7;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444548537987781;test;2.11621485998333;10;300;620;7;25;175;continuous
294_satellite_image;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125195720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.448898892200719;train;0.580014705;9;119;428;23;24;4505;continuous
294_satellite_image;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125195720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469917636666779;test;0.580014705;9;119;428;23;24;4505;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239511075294069;train;1.81550611833333;8;260;536;10;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394038273093422;test;1.81550611833333;8;260;536;10;10;175;continuous
appendicitis;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124191239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868661257606491;train;0.396643515;13;16;388;1;4;75;binomial
appendicitis;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124191239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814814814814815;test;0.396643515;13;16;388;1;4;75;binomial
584_fri_c4_500_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808213943557027;train;1.514095105;6;220;452;14;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829883576891708;test;1.514095105;6;220;452;14;25;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862333210267851;train;0.678005808333333;13;50;586;6;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822494445897866;test;0.678005808333333;13;50;586;6;10;350;continuous
195_auto_price;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.409142356724412;train;0.737341623333333;3;160;326;7;10;112;continuous
195_auto_price;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.429113198499487;test;0.737341623333333;3;160;326;7;10;112;continuous
537_houses;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.600709574748616;train;0.24368734;3;25;156;5;5;14448;continuous
537_houses;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601493069003164;test;0.24368734;3;25;156;5;5;14448;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788919519046803;train;0.816544088333333;3;72;150;24;50;700;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88063043845803;test;0.816544088333333;3;72;150;24;50;700;continuous
sonar;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892769953051643;train;1.145677755;3;55;138;45;60;146;binomial
sonar;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831196581196581;test;1.145677755;3;55;138;45;60;146;binomial
mfeat_morphological;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91621861668057;train;0.0348615783333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914637209764812;test;0.0348615783333333;3;2;16;2;2;1400;multinomial
spambase;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986266737394877;train;11.5063775983333;10;54;430;52;54;3221;binomial
spambase;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978066510695187;test;11.5063775983333;10;54;430;52;54;3221;binomial
analcatdata_authorship;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125203459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.28717901;5;200;410;66;70;589;multinomial
analcatdata_authorship;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125203459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.28717901;5;200;410;66;70;589;multinomial
analcatdata_boxing2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74213691026827;train;0.188618603333333;7;12;180;1;3;93;binomial
analcatdata_boxing2;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.508571428571429;test;0.188618603333333;7;12;180;1;3;93;binomial
allbp;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974753306093757;train;26.0766043283333;7;25;262;24;25;2641;multinomial
allbp;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960043461829176;test;26.0766043283333;7;25;262;24;25;2641;multinomial
648_fri_c1_250_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212118103948987;train;2.04108754331667;8;260;536;7;50;175;continuous
648_fri_c1_250_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125084657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441311635403344;test;2.04108754331667;8;260;536;7;50;175;continuous
dermatology;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998585227272727;train;2.79818307;3;25;124;19;25;257;multinomial
dermatology;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989019607843137;test;2.79818307;3;25;124;19;25;257;multinomial
analcatdata_asbestos;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126100714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877304147465438;train;0.0671582466666667;3;12;86;3;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126100714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874074074074074;test;0.0671582466666667;3;12;86;3;3;59;binomial
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125200922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.235546872596555;train;0.141418138333333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125200922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.187879777817675;test;0.141418138333333;3;6;48;3;3;333;continuous
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593_fri_c1_1000_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270910767100148;test;0.81228266665;3;160;326;5;10;700;continuous
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542_pollution;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125173636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.556820130211715;test;1.06627538;10;20;404;6;10;42;continuous
hepatitis;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766774891774892;train;2.59751571001667;13;19;444;1;19;109;binomial
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Hill_Valley_with_noise;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.546900665926748;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.513280917977051;test;;-Inf;-Inf;;1;1;849;binomial
analcatdata_aids;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697368421052632;train;0.089157345;3;3;24;1;3;35;binomial
analcatdata_aids;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.648148148148148;test;0.089157345;3;3;24;1;3;35;binomial
564_fried;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257063741542971;train;19.8286819833333;9;232;482;6;10;28538;continuous
564_fried;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287619923189186;test;19.8286819833333;9;232;482;6;10;28538;continuous
605_fri_c2_250_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.742798853651387;train;1.828218445;11;50;486;18;25;175;continuous
605_fri_c2_250_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847497867796294;test;1.828218445;11;50;486;18;25;175;continuous
648_fri_c1_250_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.728351247438546;train;2.08242009;10;300;620;13;50;175;continuous
648_fri_c1_250_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833217971102869;test;2.08242009;10;300;620;13;50;175;continuous
207_autoPrice;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310980408814587;train;0.62314057;3;160;326;10;10;112;continuous
207_autoPrice;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354600020030793;test;0.62314057;3;160;326;10;10;112;continuous
auto;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125105923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94672558132924;train;2.60531638833333;8;253;522;15;20;142;multinomial
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horse_colic;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892281371323288;train;2.325761025;20;417;874;4;22;258;binomial
horse_colic;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890940170940171;test;2.325761025;20;417;874;4;22;258;binomial
ann_thyroid;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992137408216747;train;28.9590770350167;6;21;216;3;21;5040;multinomial
ann_thyroid;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125094357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989137913351956;test;28.9590770350167;6;21;216;3;21;5040;multinomial
analcatdata_boxing2;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678300094966762;train;0.20284653;8;3;54;1;3;93;binomial
analcatdata_boxing2;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693850267379679;test;0.20284653;8;3;54;1;3;93;binomial
satimage;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97638162625416;train;6.33611514666667;8;196;408;21;25;4505;multinomial
satimage;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973443541939629;test;6.33611514666667;8;196;408;21;25;4505;multinomial
599_fri_c2_1000_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808527967129726;train;0.867647905016667;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125153913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802328071656408;test;0.867647905016667;3;160;326;5;5;700;continuous
218_house_8L;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125150623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455849685549462;train;0.690970591666667;9;40;418;8;8;15949;continuous
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645_fri_c3_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314749975112886;train;1.43394996333333;6;220;452;3;50;350;continuous
645_fri_c3_500_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414410760970565;test;1.43394996333333;6;220;452;3;50;350;continuous
penguins;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.529319405;3;7;50;5;7;241;multinomial
penguins;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.529319405;3;7;50;5;7;241;multinomial
hungarian;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930567226890756;train;0.718059793333333;3;160;326;12;12;206;binomial
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ann_thyroid;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986034784013484;train;0.603230725;7;21;264;4;21;5040;multinomial
ann_thyroid;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981669469247109;test;0.603230725;7;21;264;4;21;5040;multinomial
ring;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784119657546245;train;0.670199231683333;8;77;376;20;20;5180;binomial
ring;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124145526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765939192145321;test;0.670199231683333;8;77;376;20;20;5180;binomial
589_fri_c2_1000_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823063563573665;train;1.719899755;8;260;536;23;25;700;continuous
589_fri_c2_1000_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83758099087463;test;1.719899755;8;260;536;23;25;700;continuous
breast_w;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996931381248151;train;0.676993578333333;3;8;54;8;8;490;binomial
breast_w;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992949234488316;test;0.676993578333333;3;8;54;8;8;490;binomial
1191_BNG_pbc;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.79364907020438;train;297.293268874983;0;100;200;18;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.795418855851219;test;297.293268874983;0;100;200;18;18;700000;continuous
582_fri_c1_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796341613523115;train;2.01725310833333;8;50;360;4;25;350;continuous
582_fri_c1_500_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882004677206625;test;2.01725310833333;8;50;360;4;25;350;continuous
1030_ERA;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.728425286836412;train;0.165568291666667;3;8;60;4;4;700;continuous
1030_ERA;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145150_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799409866965621;test;0.165568291666667;3;8;60;4;4;700;continuous
207_autoPrice;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.422077406259513;train;0.659059991666667;3;160;326;2;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.339679191196112;test;0.659059991666667;3;160;326;2;11;112;continuous
tae;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527129402129402;train;0.187242735;3;5;38;1;5;106;multinomial
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590_fri_c0_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124192325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280258016642021;train;3.359778695;5;200;410;38;50;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124192325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438874398384542;test;3.359778695;5;200;410;38;50;700;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889868614105088;train;0.870760134983333;3;160;326;10;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.895385243115152;test;0.870760134983333;3;160;326;10;25;350;continuous
tokyo1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124150640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963737280296022;train;1.06811732666667;5;200;410;4;22;672;binomial
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522_pm10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828840736322303;train;1.11536781665;7;14;190;7;7;350;continuous
522_pm10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85083274106018;test;1.11536781665;7;14;190;7;7;350;continuous
687_sleuth_ex1605;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376867570043268;train;0.563339741666667;3;160;326;2;5;44;continuous
687_sleuth_ex1605;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.558467606251996;test;0.563339741666667;3;160;326;2;5;44;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452226097545071;train;0.175962955;3;90;186;13;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.584474019755276;test;0.175962955;3;90;186;13;25;350;continuous
201_pol;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224877054221372;train;17.0508913616667;6;220;452;22;26;10500;continuous
201_pol;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24653957091441;test;17.0508913616667;6;220;452;22;26;10500;continuous
603_fri_c0_250_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466738344283801;train;1.36132875835;6;220;452;43;50;175;continuous
603_fri_c0_250_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.580303048659798;test;1.36132875835;6;220;452;43;50;175;continuous
pendigits;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999436436679696;train;6.89669726666667;3;160;326;16;16;7695;multinomial
pendigits;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999003513800562;test;6.89669726666667;3;160;326;16;16;7695;multinomial
1096_FacultySalaries;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317842189918042;train;0.156915036666667;7;10;160;1;2;35;continuous
1096_FacultySalaries;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.555648220305354;test;0.156915036666667;7;10;160;1;2;35;continuous
616_fri_c4_500_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820833446429453;train;0.867301831666667;19;221;538;8;50;350;continuous
616_fri_c4_500_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820246269497861;test;0.867301831666667;19;221;538;8;50;350;continuous
letter;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980621758663461;train;50.4761925183333;1;16;42;16;16;14000;multinomial
letter;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979031291071396;test;50.4761925183333;1;16;42;16;16;14000;multinomial
cloud;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.623565377237852;train;0.0834310933333333;5;5;52;2;5;76;multinomial
cloud;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.432208994708995;test;0.0834310933333333;5;5;52;2;5;76;multinomial
australian;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964329025328298;train;0.755251503333333;3;160;326;13;14;483;binomial
australian;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941168091168091;test;0.755251503333333;3;160;326;13;14;483;binomial
twonorm;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125181438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99972448439222;train;4.73838242333333;3;160;326;20;20;5180;binomial
twonorm;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125181438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9962129670153;test;4.73838242333333;3;160;326;20;20;5180;binomial
analcatdata_boxing1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701104613385315;train;0.593386258333333;3;160;326;3;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125161355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.650793650793651;test;0.593386258333333;3;160;326;3;3;84;binomial
582_fri_c1_500_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795572923519165;train;0.16673348;3;90;186;5;25;350;continuous
582_fri_c1_500_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856962820935432;test;0.16673348;3;90;186;5;25;350;continuous
allhyper;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991025632277244;train;31.8078398333167;6;25;252;22;25;2640;multinomial
allhyper;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921877441383811;test;31.8078398333167;6;25;252;22;25;2640;multinomial
segmentation;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997158542855697;train;0.174120568333333;3;13;86;6;13;1617;multinomial
segmentation;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99587807021063;test;0.174120568333333;3;13;86;6;13;1617;multinomial
breast_w;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125103809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993621876402813;train;0.627834251683333;3;160;326;9;9;490;binomial
breast_w;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125103809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99163715072806;test;0.627834251683333;3;160;326;9;9;490;binomial
credit_a;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124211806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907115311121148;train;1.73814108166667;7;14;190;3;14;483;binomial
credit_a;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124211806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.903178645538578;test;1.73814108166667;7;14;190;3;14;483;binomial
prnn_fglass;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915345630169258;train;1.249672355;6;220;452;6;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822010869565217;test;1.249672355;6;220;452;6;9;144;multinomial
503_wind;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457838192198844;train;2.03101721166667;3;28;126;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453119131822868;test;2.03101721166667;3;28;126;14;14;4602;continuous
590_fri_c0_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479476240237382;train;0.24159632;3;90;186;7;50;700;continuous
590_fri_c0_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125103927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476977041473885;test;0.24159632;3;90;186;7;50;700;continuous
clean1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999637221113731;train;0.822463833333333;3;160;326;5;94;334;binomial
clean1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999794745484401;test;0.822463833333333;3;160;326;5;94;334;binomial
582_fri_c1_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282876196654414;train;0.876321341666667;3;160;326;5;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.464846693653229;test;0.876321341666667;3;160;326;5;25;350;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810040059021292;train;1.04297046333333;11;250;522;16;99;700;continuous
588_fri_c4_1000_100;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.927139489945845;test;1.04297046333333;11;250;522;16;99;700;continuous
phoneme;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799596214561705;train;0.460811921666667;3;5;36;5;5;3783;binomial
phoneme;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804518748435918;test;0.460811921666667;3;5;36;5;5;3783;binomial
breast_cancer;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.750709219858156;train;1.023100545;16;36;704;4;9;201;binomial
breast_cancer;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.625333333333333;test;1.023100545;16;36;704;4;9;201;binomial
227_cpu_small;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318854043306071;train;1.54100831166667;5;24;200;3;12;5735;continuous
227_cpu_small;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.312870039094847;test;1.54100831166667;5;24;200;3;12;5735;continuous
656_fri_c1_100_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273382419379237;train;1.2866542;6;220;452;4;5;70;continuous
656_fri_c1_100_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.611443798242456;test;1.2866542;6;220;452;4;5;70;continuous
dis;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125202510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712438244696309;train;4.09082482333333;13;328;682;6;24;2641;binomial
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557_analcatdata_apnea1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0913742084173916;train;1.29844643666667;9;232;482;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20970672313787;test;1.29844643666667;9;232;482;3;3;333;continuous
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678_visualizing_environmental;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.725037937695075;train;0.63933899665;3;160;326;2;3;78;continuous
678_visualizing_environmental;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.767967801463516;test;0.63933899665;3;160;326;2;3;78;continuous
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529_pollen;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446994947937315;train;0.627958945;7;8;124;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.438263030548551;test;0.627958945;7;8;124;4;4;2694;continuous
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227_cpu_small;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.29887457405072;test;2.70110187;7;240;494;3;12;5735;continuous
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647_fri_c1_250_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849513909763197;train;0.302356876666667;6;50;292;8;10;175;continuous
647_fri_c1_250_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793128397405083;test;0.302356876666667;6;50;292;8;10;175;continuous
cars;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.30825479166667;9;248;514;1;6;275;multinomial
cars;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967058823529412;test;1.30825479166667;9;248;514;1;6;275;multinomial
australian;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92455616162318;train;0.710159116666667;3;160;326;7;13;483;binomial
australian;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932842859837766;test;0.710159116666667;3;160;326;7;13;483;binomial
wine_quality_red;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804085126298654;train;0.500484006666667;14;11;296;5;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735995825875949;test;0.500484006666667;14;11;296;5;11;1120;multinomial
cmc;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.733400277793974;train;1.44500687666667;3;160;326;5;9;1032;multinomial
cmc;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125202224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.7041607435515;test;1.44500687666667;3;160;326;5;9;1032;multinomial
heart_c;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944088319088319;train;1.122046775;10;13;258;10;13;213;binomial
heart_c;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899801587301587;test;1.122046775;10;13;258;10;13;213;binomial
movement_libras;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942029742456397;train;3.03967079166667;5;200;410;4;22;252;multinomial
movement_libras;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911010837235327;test;3.03967079166667;5;200;410;4;22;252;multinomial
616_fri_c4_500_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820167959623636;train;0.776617785;3;160;326;5;50;350;continuous
616_fri_c4_500_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833560303719494;test;0.776617785;3;160;326;5;50;350;continuous
segmentation;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837789186604116;train;0.174052556666667;3;14;90;13;14;1617;multinomial
segmentation;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832997796516082;test;0.174052556666667;3;14;90;13;14;1617;multinomial
contraceptive;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.728702824956774;train;0.150537006666667;6;9;114;9;9;1032;multinomial
contraceptive;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.682858892794409;test;0.150537006666667;6;9;114;9;9;1032;multinomial
590_fri_c0_1000_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498672006361653;train;1.30201340833333;5;200;410;9;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490201861226682;test;1.30201340833333;5;200;410;9;50;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809245576895425;train;1.29250017833333;5;200;410;10;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126110800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810095114610899;test;1.29250017833333;5;200;410;10;25;700;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815099753035632;train;0.22486093;5;50;250;7;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876962214457087;test;0.22486093;5;50;250;7;10;350;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.63473920288323;train;2.19252611;10;20;406;6;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.459817329073606;test;2.19252611;10;20;406;6;10;356;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173725830076079;train;1.62132783666667;3;160;326;5;49;700;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29908442952643;test;1.62132783666667;3;160;326;5;49;700;continuous
nikuradse_1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.199540353932949;train;0.101985221666667;3;4;32;2;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.188874494981668;test;0.101985221666667;3;4;32;2;2;254;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.397598489246949;train;1.25014916666667;5;200;410;23;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125174909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612963219097974;test;1.25014916666667;5;200;410;23;25;175;continuous
allhypo;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853682611288019;train;0.887452685;11;24;442;24;24;2639;multinomial
allhypo;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792138095653946;test;0.887452685;11;24;442;24;24;2639;multinomial
598_fri_c0_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.505227034851575;train;1.30926601333333;5;50;230;12;25;700;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502073684965435;test;1.30926601333333;5;50;230;12;25;700;continuous
651_fri_c0_100_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47422769514952;train;0.75563438;9;50;402;24;25;70;continuous
651_fri_c0_100_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.593908991645682;test;0.75563438;9;50;402;24;25;70;continuous
fars;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.739726984694635;train;45.1922861616667;0;100;200;5;21;70678;multinomial
fars;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719815904896733;test;45.1922861616667;0;100;200;5;21;70678;multinomial
pendigits;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997065460922098;train;17.1719553233333;7;208;430;15;16;7695;multinomial
pendigits;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996877756973629;test;17.1719553233333;7;208;430;15;16;7695;multinomial
contraceptive;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735690445358386;train;1.34734557166667;5;200;410;9;9;1032;multinomial
contraceptive;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.740255646546851;test;1.34734557166667;5;200;410;9;9;1032;multinomial
650_fri_c0_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452100558296142;train;0.319885385;5;130;270;13;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516194657902763;test;0.319885385;5;130;270;13;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469582562198825;train;3.00459132;9;100;402;40;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467505450831659;test;3.00459132;9;100;402;40;50;350;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221533434502561;train;10.0306988266667;13;360;746;28;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.47938536686852;test;10.0306988266667;13;360;746;28;71;742;continuous
letter;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980724368861744;train;2.29999273166667;3;16;98;16;16;14000;multinomial
letter;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979389915077811;test;2.29999273166667;3;16;98;16;16;14000;multinomial
ann_thyroid;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125203923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994143676988978;train;31.4947248666667;3;21;136;21;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125203923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991797469992985;test;31.4947248666667;3;21;136;21;21;5040;multinomial
650_fri_c0_500_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480528158075969;train;0.941133881666667;3;72;150;14;50;350;continuous
650_fri_c0_500_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457957668730421;test;0.941133881666667;3;72;150;14;50;350;continuous
cleveland;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.705146164376934;train;1.67908522666667;5;200;410;4;13;213;multinomial
cleveland;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.591579096045198;test;1.67908522666667;5;200;410;4;13;213;multinomial
letter;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125181115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959635451131897;train;30.05857914;1;140;242;10;16;14000;multinomial
letter;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125181115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961089308724443;test;30.05857914;1;140;242;10;16;14000;multinomial
ann_thyroid;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126095413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987444062593544;train;5.20937046;14;364;756;4;21;5040;multinomial
ann_thyroid;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126095413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98660991631509;test;5.20937046;14;364;756;4;21;5040;multinomial
hungarian;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923422013562859;train;2.03124908;10;300;620;11;12;206;binomial
hungarian;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908894878706199;test;2.03124908;10;300;620;11;12;206;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90080738177624;train;0.403987928333333;7;7;108;3;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915584415584416;test;0.403987928333333;7;7;108;3;7;68;binomial
573_cpu_act;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.16277717244713;train;1.17806881335;3;160;326;16;16;5735;continuous
573_cpu_act;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.165665486833172;test;1.17806881335;3;160;326;16;16;5735;continuous
611_fri_c3_100_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.719704856737817;train;0.206544463333333;5;20;228;4;4;70;continuous
611_fri_c3_100_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.17467166871501;test;0.206544463333333;5;20;228;4;4;70;continuous
547_no2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.666079088829546;train;0.32185726;6;35;290;7;7;350;continuous
547_no2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.636118336553262;test;0.32185726;6;35;290;7;7;350;continuous
credit_g;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.809522888957624;train;4.05296088333333;9;20;310;12;20;700;binomial
credit_g;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766241423670669;test;4.05296088333333;9;20;310;12;20;700;binomial
227_cpu_small;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318583191776229;train;0.604381403333333;10;60;470;3;12;5735;continuous
227_cpu_small;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321310894606653;test;0.604381403333333;10;60;470;3;12;5735;continuous
heart_h;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952078705172961;train;0.752938506666667;12;48;544;9;12;206;binomial
heart_h;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898781134075252;test;0.752938506666667;12;48;544;9;12;206;binomial
dermatology;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126105340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999354507281337;train;0.845757481666667;3;160;326;22;25;257;multinomial
dermatology;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126105340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997228070175439;test;0.845757481666667;3;160;326;22;25;257;multinomial
analcatdata_aids;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993421052631579;train;1.95823371666667;10;300;620;1;3;35;binomial
analcatdata_aids;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.555555555555556;test;1.95823371666667;10;300;620;1;3;35;binomial
ring;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781576308371488;train;0.671008746666667;7;76;334;20;20;5180;binomial
ring;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.772903735222512;test;0.671008746666667;7;76;334;20;20;5180;binomial
cleveland;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792949295718526;train;0.234400308333333;7;13;186;7;13;213;multinomial
cleveland;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.597943502824859;test;0.234400308333333;7;13;186;7;13;213;multinomial
hungarian;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892803747632812;train;1.63004448;9;280;578;5;12;206;binomial
hungarian;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920461445051609;test;1.63004448;9;280;578;5;12;206;binomial
churn;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871302322977286;train;0.964739048333333;12;60;544;8;15;3500;binomial
churn;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134832_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85253121320911;test;0.964739048333333;12;60;544;8;15;3500;binomial
631_fri_c1_500_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219394222754128;train;1.32399919833333;6;220;452;5;5;350;continuous
631_fri_c1_500_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358242374851068;test;1.32399919833333;6;220;452;5;5;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82266476159688;train;2.33212957833333;8;98;360;9;49;350;continuous
616_fri_c4_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873778331446272;test;2.33212957833333;8;98;360;9;49;350;continuous
satimage;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979859739347091;train;1.09218389166667;8;25;306;22;25;4505;multinomial
satimage;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125083803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978639765325472;test;1.09218389166667;8;25;306;22;25;4505;multinomial
tokyo1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967909462910745;train;0.292320303333333;5;77;250;13;20;672;binomial
tokyo1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965491047205643;test;0.292320303333333;5;77;250;13;20;672;binomial
horse_colic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854181465934776;train;1.01819767166667;13;83;594;2;22;258;binomial
horse_colic;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81954754330152;test;1.01819767166667;13;83;594;2;22;258;binomial
irish;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867499339148824;train;0.970401428333333;5;200;410;4;4;350;binomial
irish;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85515873015873;test;0.970401428333333;5;200;410;4;4;350;binomial
crx;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916684169992299;train;0.650075903333333;3;14;92;4;14;483;binomial
crx;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885841121495327;test;0.650075903333333;3;14;92;4;14;483;binomial
547_no2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.424850754483028;train;1.99651632335;10;300;620;7;7;350;continuous
547_no2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.649433398866736;test;1.99651632335;10;300;620;7;7;350;continuous
503_wind;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.427079227531885;train;6.08006607833333;3;160;326;13;14;4602;continuous
503_wind;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.47628732512711;test;6.08006607833333;3;160;326;13;14;4602;continuous
sleep;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126110737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88304314729507;train;3.34115992333333;6;13;158;10;13;74136;multinomial
sleep;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126110737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881555201652533;test;3.34115992333333;6;13;158;10;13;74136;multinomial
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503486939947627;train;1.711707595;6;220;452;19;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.569819509896646;test;1.711707595;6;220;452;19;25;700;continuous
allrep;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934152214960058;train;3.75016722333333;14;261;550;4;24;2641;multinomial
allrep;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962941090281994;test;3.75016722333333;14;261;550;4;24;2641;multinomial
wine_recognition;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.987275005;3;160;326;13;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125203920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.987275005;3;160;326;13;13;125;multinomial
1193_BNG_lowbwt;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.616446581010849;train;2.888903625;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.621053386463822;test;2.888903625;3;160;326;9;9;21773;continuous
shuttle;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992388787013311;train;32.3898433066667;5;200;410;7;8;40600;multinomial
shuttle;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993111243592681;test;32.3898433066667;5;200;410;7;8;40600;multinomial
503_wind;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455652253292561;train;0.68683707665;3;62;176;14;14;4602;continuous
503_wind;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467655022625099;test;0.68683707665;3;62;176;14;14;4602;continuous
glass2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999697336561743;train;2.57496547333333;16;420;872;9;9;115;binomial
glass2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975;test;2.57496547333333;16;420;872;9;9;115;binomial
shuttle;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.744743585465756;train;33.8668866183333;1;8;24;7;8;40600;multinomial
shuttle;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788906579289527;test;33.8668866183333;1;8;24;7;8;40600;multinomial
cleveland;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.707017197662359;train;5.57130408001667;10;13;254;3;13;213;multinomial
cleveland;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.539162174303684;test;5.57130408001667;10;13;254;3;13;213;multinomial
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4689449529724;train;0.70732545835;3;20;134;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512377836799943;test;0.70732545835;3;20;134;10;10;700;continuous
615_fri_c4_250_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795978795605768;train;0.554361706666667;11;50;502;5;10;175;continuous
615_fri_c4_250_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82441040134587;test;0.554361706666667;11;50;502;5;10;175;continuous
analcatdata_lawsuit;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.115207735;3;16;118;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983783783783784;test;0.115207735;3;16;118;2;4;185;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990131578947368;train;0.532688358333333;3;144;294;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888888888888889;test;0.532688358333333;3;144;294;2;3;35;binomial
ring;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992432323638925;train;8.294247135;9;280;578;19;20;5180;binomial
ring;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987415369904844;test;8.294247135;9;280;578;19;20;5180;binomial
654_fri_c0_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.531023067550741;train;1.28437193831667;5;200;410;7;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125122114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.545997755840938;test;1.28437193831667;5;200;410;7;10;350;continuous
analcatdata_creditscore;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991;train;1.18140819333333;5;200;410;4;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.18140819333333;5;200;410;4;6;70;binomial
635_fri_c0_250_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61574611623762;train;0.93909974;3;160;326;10;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.596480882938475;test;0.93909974;3;160;326;10;10;175;continuous
irish;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892231694422416;train;0.899347008333333;5;200;410;4;4;350;binomial
irish;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.853445165945166;test;0.899347008333333;5;200;410;4;4;350;binomial
659_sleuth_ex1714;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.334799273027125;train;0.209034361683333;11;10;222;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.619090537867011;test;0.209034361683333;11;10;222;1;2;33;continuous
574_house_16H;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494197968303681;train;3.71383537;3;30;142;15;15;15949;continuous
574_house_16H;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485922970447138;test;3.71383537;3;30;142;15;15;15949;continuous
195_auto_price;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41797328275663;train;0.946498426666667;5;200;410;1;9;112;continuous
195_auto_price;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374011163774195;test;0.946498426666667;5;200;410;1;9;112;continuous
611_fri_c3_100_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247896521921477;train;0.693022293333333;3;160;326;4;4;70;continuous
611_fri_c3_100_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.721607986198022;test;0.693022293333333;3;160;326;4;4;70;continuous
vehicle;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778311935033515;train;0.21884648;8;13;200;2;13;593;multinomial
vehicle;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803316663477773;test;0.21884648;8;13;200;2;13;593;multinomial
nikuradse_2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125201101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830311401387479;train;0.0399090416666667;3;5;40;0;1;254;continuous
nikuradse_2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125201101_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770478644796743;test;0.0399090416666667;3;5;40;0;1;254;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71348071768061;train;1.66251654333333;3;160;326;5;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713614194369963;test;1.66251654333333;3;160;326;5;9;12248;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770485643215285;train;0.395017288333333;6;10;132;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857966349740793;test;0.395017288333333;6;10;132;5;5;175;continuous
218_house_8L;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449150004488452;train;0.427861658333333;6;40;292;8;8;15949;continuous
218_house_8L;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.440106127775615;test;0.427861658333333;6;40;292;8;8;15949;continuous
645_fri_c3_500_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196327987164406;train;3.04923757;16;388;808;3;50;350;continuous
645_fri_c3_500_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344476664414143;test;3.04923757;16;388;808;3;50;350;continuous
german;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.809930034396498;train;0.82605753;11;80;502;8;20;700;binomial
german;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767454013377926;test;0.82605753;11;80;502;8;20;700;binomial
547_no2;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.643022637390744;train;1.066441725;6;14;168;7;7;350;continuous
547_no2;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.701411377679192;test;1.066441725;6;14;168;7;7;350;continuous
penguins;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.149765353333333;7;7;104;5;7;241;multinomial
penguins;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999801587301587;test;0.149765353333333;7;7;104;5;7;241;multinomial
allbp;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96679394731926;train;30.454836;9;25;366;7;25;2641;multinomial
allbp;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126085347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966062029806345;test;30.454836;9;25;366;7;25;2641;multinomial
cleve;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952389507725476;train;0.860707921666667;12;52;544;12;13;213;binomial
cleve;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870059288537549;test;0.860707921666667;12;52;544;12;13;213;binomial
658_fri_c3_250_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.561314584466207;train;0.764342748333333;3;160;326;1;25;175;continuous
658_fri_c3_250_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.676403069711438;test;0.764342748333333;3;160;326;1;25;175;continuous
Hill_Valley_with_noise;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.584442286348502;train;4.04451762666667;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.492198409325481;test;4.04451762666667;20;500;1040;1;1;849;binomial
687_sleuth_ex1605;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.665158091438603;train;0.272974546666667;7;25;312;3;5;44;continuous
687_sleuth_ex1605;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569280587043995;test;0.272974546666667;7;25;312;3;5;44;continuous
crx;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931355429050396;train;2.40326789333333;20;363;766;14;14;483;binomial
crx;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939430818198839;test;2.40326789333333;20;363;766;14;14;483;binomial
breast;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987117368751069;train;0.885641113333333;3;160;326;5;10;490;binomial
breast;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99625504129057;test;0.885641113333333;3;160;326;5;10;490;binomial
607_fri_c4_1000_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830154814029321;train;0.36924261;5;130;270;6;50;700;continuous
607_fri_c4_1000_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827218863361926;test;0.36924261;5;130;270;6;50;700;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523515433308101;train;1.75610167;20;299;638;9;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175937_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619738716393245;test;1.75610167;20;299;638;9;10;356;continuous
617_fri_c3_500_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819676461950176;train;0.335493236666667;3;10;72;5;5;350;continuous
617_fri_c3_500_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866254049588716;test;0.335493236666667;3;10;72;5;5;350;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733472485072242;train;0.380847015;8;25;376;5;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.910659551792779;test;0.380847015;8;25;376;5;5;70;continuous
allhypo;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839251762524407;train;5.13128384833333;20;500;1040;16;24;2639;multinomial
allhypo;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819376640010646;test;5.13128384833333;20;500;1040;16;24;2639;multinomial
1096_FacultySalaries;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319063294167742;train;0.072128595;3;4;32;2;2;35;continuous
1096_FacultySalaries;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.554859693840832;test;0.072128595;3;4;32;2;2;35;continuous
657_fri_c2_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841245369880934;train;1.30640712998333;6;20;246;5;10;175;continuous
657_fri_c2_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.899170560358762;test;1.30640712998333;6;20;246;5;10;175;continuous
clean2;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126092739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974834350679347;train;0.563741088333333;3;80;166;110;110;4619;binomial
clean2;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126092739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961573526512911;test;0.563741088333333;3;80;166;110;110;4619;binomial
phoneme;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987088124908176;train;3.73548771166667;7;240;494;5;5;3783;binomial
phoneme;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944141975841728;test;3.73548771166667;7;240;494;5;5;3783;binomial
579_fri_c0_250_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50884976732308;train;0.0982090849833333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49273068436581;test;0.0982090849833333;3;25;156;5;5;175;continuous
sonar;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125133418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928638497652582;train;1.09396578;3;54;138;45;60;146;binomial
sonar;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125133418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926282051282051;test;1.09396578;3;54;138;45;60;146;binomial
wine_quality_white;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.635505335360259;train;0.897582011666667;0;5;10;1;11;3429;multinomial
wine_quality_white;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.604959408315242;test;0.897582011666667;0;5;10;1;11;3429;multinomial
sleep;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901396513247072;train;35.4043243083333;0;100;200;13;13;74136;multinomial
sleep;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124160048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899116242170293;test;35.4043243083333;0;100;200;13;13;74136;multinomial
dermatology;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.68082655;9;25;372;21;25;257;multinomial
dermatology;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98997342621259;test;0.68082655;9;25;372;21;25;257;multinomial
analcatdata_happiness;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817460317460317;train;0.0336501083333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084929_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.534722222222222;test;0.0336501083333333;3;3;24;1;3;42;multinomial
645_fri_c3_500_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815983455992457;train;0.973391918316667;3;72;150;49;50;350;continuous
645_fri_c3_500_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876667852422532;test;0.973391918316667;3;72;150;49;50;350;continuous
617_fri_c3_500_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126105500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176317226619745;train;2.14397938666667;11;317;656;4;4;350;continuous
617_fri_c3_500_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126105500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301437062339151;test;2.14397938666667;11;317;656;4;4;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748691388302815;train;0.805288191666667;3;160;326;32;50;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862180269704702;test;0.805288191666667;3;160;326;32;50;350;continuous
buggyCrx;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940196618573741;train;0.782305228333333;3;13;86;4;13;483;binomial
buggyCrx;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857779737409367;test;0.782305228333333;3;13;86;4;13;483;binomial
churn;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871408571216649;train;1.260484815;14;60;628;7;15;3500;binomial
churn;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841449194997171;test;1.260484815;14;60;628;7;15;3500;binomial
650_fri_c0_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2790680383893;train;3.10253626166667;12;340;704;5;50;350;continuous
650_fri_c0_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126092437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42993550911645;test;3.10253626166667;12;340;704;5;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774650685497617;train;0.817958805;3;72;150;39;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124155531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845651753512788;test;0.817958805;3;72;150;39;50;350;continuous
ann_thyroid;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997058555000824;train;2.04460893;3;160;326;5;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996727066605579;test;2.04460893;3;160;326;5;21;5040;multinomial
207_autoPrice;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.341231197269374;train;2.14453804833333;20;390;820;9;9;112;continuous
207_autoPrice;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126114059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.366128204978889;test;2.14453804833333;20;390;820;9;9;112;continuous
690_visualizing_galaxy;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.23365490853494;train;0.639669163333333;3;160;326;2;4;227;continuous
690_visualizing_galaxy;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240220715277512;test;0.639669163333333;3;160;326;2;4;227;continuous
satimage;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979344644909414;train;0.69705581;5;25;206;23;25;4505;multinomial
satimage;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981494683036337;test;0.69705581;5;25;206;23;25;4505;multinomial
607_fri_c4_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842572285593689;train;1.63758969166667;7;92;318;4;50;700;continuous
607_fri_c4_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841887314031545;test;1.63758969166667;7;92;318;4;50;700;continuous
phoneme;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801267835418287;train;0.573756823333333;13;20;414;5;5;3783;binomial
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195_auto_price;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.399730874069097;train;0.277347238316667;3;22;144;2;11;112;continuous
195_auto_price;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452913072854885;test;0.277347238316667;3;22;144;2;11;112;continuous
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1096_FacultySalaries;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.298630281064005;train;1.10364171333333;7;218;450;1;2;35;continuous
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592_fri_c4_1000_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840974043322703;train;0.706763365;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859051935548021;test;0.706763365;3;160;326;5;25;700;continuous
clean2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972122296857177;train;16.4594558283333;3;60;136;102;102;4619;binomial
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589_fri_c2_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80603846083065;train;0.92758047;3;50;146;25;25;700;continuous
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654_fri_c0_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125141006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.579124556195214;test;0.902443848333333;3;160;326;10;10;350;continuous
satimage;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174831_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992067576362006;train;3.51941181833333;3;160;326;20;25;4505;multinomial
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prnn_fglass;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886660118592892;train;0.394816;3;9;62;3;9;144;multinomial
prnn_fglass;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859936507936508;test;0.394816;3;9;62;3;9;144;multinomial
225_puma8NH;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747808268407951;train;0.547073216666667;6;16;208;2;8;5735;continuous
225_puma8NH;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756780246969615;test;0.547073216666667;6;16;208;2;8;5735;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668755642172959;train;2.19514499;9;280;578;10;10;70;continuous
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620_fri_c1_1000_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862506085132864;train;1.21781361;5;200;410;19;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830433803063965;test;1.21781361;5;200;410;19;25;700;continuous
529_pollen;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399529537861017;train;2.34334274333333;3;160;326;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125121715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478906595882283;test;2.34334274333333;3;160;326;4;4;2694;continuous
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618_fri_c3_1000_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817867308743695;train;0.264846783333333;3;90;186;13;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870885104676182;test;0.264846783333333;3;90;186;13;50;700;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46322643772025;train;0.414809235;5;130;270;33;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478500635330789;test;0.414809235;5;130;270;33;72;742;continuous
656_fri_c1_100_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124160936_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782642728064862;train;0.313472185016667;7;25;334;5;5;70;continuous
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mfeat_morphological;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917953499144446;train;1.41795322833333;3;160;326;2;2;1400;multinomial
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596_fri_c2_250_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198471680322614;train;1.29186708833333;7;240;494;3;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366970002804872;test;1.29186708833333;7;240;494;3;5;175;continuous
heart_h;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8939643629622;train;0.882599711666667;7;12;176;3;12;206;binomial
heart_h;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931404958677686;test;0.882599711666667;7;12;176;3;12;206;binomial
mnist;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991347824121334;train;129.554640206667;0;100;200;586;590;49000;multinomial
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665_sleuth_case2002;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124191408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802131367966598;train;0.852482796666667;3;160;326;2;6;103;continuous
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603_fri_c0_250_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489761691062922;test;0.869798438333333;20;234;548;26;50;175;continuous
651_fri_c0_100_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.734018992210218;train;1.41291783833333;7;240;494;4;25;70;continuous
651_fri_c0_100_25;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.960751576568701;test;1.41291783833333;7;240;494;4;25;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251506462683731;train;2.01724560166667;11;320;662;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124163748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.570275562972021;test;2.01724560166667;11;320;662;5;5;70;continuous
flags;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826631760728983;train;8.55969593166667;11;39;474;11;39;125;multinomial
flags;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722857142857143;test;8.55969593166667;11;39;474;11;39;125;multinomial
604_fri_c4_500_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851162350797807;train;2.05967330498333;9;20;364;8;10;350;continuous
604_fri_c4_500_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867971363351375;test;2.05967330498333;9;20;364;8;10;350;continuous
adult;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908360339302978;train;30.81185578;7;240;494;12;12;34190;binomial
adult;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90257325621268;test;30.81185578;7;240;494;12;12;34190;binomial
sonar;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897435897435897;train;0.776759845;10;162;468;15;59;146;binomial
sonar;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894461859979101;test;0.776759845;10;162;468;15;59;146;binomial
titanic;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.80786944488652;train;1.34903945833333;3;160;326;7;7;1545;binomial
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vowel;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971967532314864;train;0.168284456666667;3;13;90;12;13;693;multinomial
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credit_a;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907916537226882;train;1.68126187166667;20;56;880;3;14;483;binomial
credit_a;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901494696239151;test;1.68126187166667;20;56;880;3;14;483;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936627282491944;train;0.945121073316667;5;200;410;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854166666666667;test;0.945121073316667;5;200;410;2;7;68;binomial
635_fri_c0_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.550899625378888;train;0.547645944983333;3;20;130;10;10;175;continuous
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195_auto_price;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432352858556153;train;0.492242436683333;9;45;428;2;9;112;continuous
195_auto_price;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430068939128653;test;0.492242436683333;9;45;428;2;9;112;continuous
644_fri_c4_250_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126095806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266847262037568;train;0.820185006666667;3;160;326;5;24;175;continuous
644_fri_c4_250_25;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126095806_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385774296378111;test;0.820185006666667;3;160;326;5;24;175;continuous
clean1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912289519979895;train;1.92925018833333;17;318;762;33;89;334;binomial
clean1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796875;test;1.92925018833333;17;318;762;33;89;334;binomial
601_fri_c1_250_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207879825108371;train;2.08317543166667;13;328;682;4;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373830678541836;test;2.08317543166667;13;328;682;4;5;175;continuous
573_cpu_act;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339410465730525;train;0.71279513;12;85;554;1;17;5735;continuous
573_cpu_act;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.344777547338444;test;0.71279513;12;85;554;1;17;5735;continuous
644_fri_c4_250_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375295910234183;train;2.71758242;14;356;740;4;25;175;continuous
644_fri_c4_250_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.518477780500095;test;2.71758242;14;356;740;4;25;175;continuous
fars;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126101523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905559546871417;train;60.59012829;0;5;10;21;21;70678;multinomial
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294_satellite_image;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455655057941477;train;0.213998361666667;3;85;176;25;25;4505;continuous
294_satellite_image;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463466947443036;test;0.213998361666667;3;85;176;25;25;4505;continuous
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analcatdata_lawsuit;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.132676406666667;3;16;116;3;4;185;binomial
621_fri_c0_100_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509740329783584;train;0.652501140016667;9;20;380;10;10;70;continuous
621_fri_c0_100_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4331753225582;test;0.652501140016667;9;20;380;10;10;70;continuous
227_cpu_small;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314660040602834;train;0.51635875;10;60;470;3;12;5735;continuous
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527_analcatdata_election2000;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.128000526696218;train;0.030962025;3;5;40;1;1;47;continuous
527_analcatdata_election2000;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.106172707176604;test;0.030962025;3;5;40;1;1;47;continuous
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optdigits;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999694248541557;train;4.75280687833333;3;160;326;41;61;3934;multinomial
optdigits;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998645919884335;test;4.75280687833333;3;160;326;41;61;3934;multinomial
597_fri_c2_500_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192466272380454;train;1.02467230833333;6;220;452;5;5;350;continuous
597_fri_c2_500_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126110655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337395378123007;test;1.02467230833333;6;220;452;5;5;350;continuous
584_fri_c4_500_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814991885307759;train;0.77935957;3;160;326;7;25;350;continuous
584_fri_c4_500_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125141054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827913790890331;test;0.77935957;3;160;326;7;25;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201381148977473;train;1.76709319166667;8;260;536;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126093802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364197776020174;test;1.76709319166667;8;260;536;5;5;350;continuous
195_auto_price;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423942515504843;train;0.196361923333333;5;47;260;3;10;112;continuous
195_auto_price;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.337623465597435;test;0.196361923333333;5;47;260;3;10;112;continuous
spectf;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868219082504797;train;1.7079243;9;264;546;33;44;245;binomial
spectf;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181135_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891059027777778;test;1.7079243;9;264;546;33;44;245;binomial
646_fri_c3_500_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797707074461556;train;0.313962675;6;50;292;5;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124210013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.92499593627853;test;0.313962675;6;50;292;5;10;350;continuous
colic;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856630594864571;train;1.71820897166667;5;22;180;3;22;258;binomial
colic;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916576381365114;test;1.71820897166667;5;22;180;3;22;258;binomial
clean1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963271460883926;train;7.93110952833333;6;87;264;65;90;334;binomial
clean1;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854619565217391;test;7.93110952833333;6;87;264;65;90;334;binomial
687_sleuth_ex1605;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388263905320831;train;1.13027678166667;6;220;452;4;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151208_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.78591863433564;test;1.13027678166667;6;220;452;4;5;44;continuous
german;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846732377712519;train;3.16736167333333;13;360;746;13;20;700;binomial
german;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123813_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737366206933277;test;3.16736167333333;13;360;746;13;20;700;binomial
profb;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.67221106968741;train;0.832329753333333;15;36;640;6;9;471;binomial
profb;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.672628135223555;test;0.832329753333333;15;36;640;6;9;471;binomial
647_fri_c1_250_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787672263415084;train;1.147983155;7;20;288;4;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.899954613553;test;1.147983155;7;20;288;4;10;175;continuous
1089_USCrime;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.374768349185338;train;0.267256356666667;5;8;92;3;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.311038093050181;test;0.267256356666667;5;8;92;3;4;33;continuous
ring;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783424761180623;train;1.09980207833333;12;80;544;20;20;5180;binomial
ring;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767871854958567;test;1.09980207833333;12;80;544;20;20;5180;binomial
new_thyroid;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999400695193575;train;0.04406183;3;5;36;3;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999211977935382;test;0.04406183;3;5;36;3;5;151;multinomial
620_fri_c1_1000_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125123153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849697458395731;train;0.175084525;3;85;176;25;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125123153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792444066512907;test;0.175084525;3;85;176;25;25;700;continuous
glass2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785095856524428;train;1.29684770333333;8;228;472;9;9;115;binomial
glass2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125193926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742504409171076;test;1.29684770333333;8;228;472;9;9;115;binomial
mnist;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.54134092423433;train;34.3183151749833;0;5;10;10;653;49000;multinomial
mnist;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540568918022946;test;34.3183151749833;0;5;10;10;653;49000;multinomial
glass2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72039072039072;train;0.512440223333333;6;9;116;4;9;115;binomial
glass2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789930555555556;test;0.512440223333333;6;9;116;4;9;115;binomial
643_fri_c2_500_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838198943281665;train;1.35829450333333;5;200;410;16;25;350;continuous
643_fri_c2_500_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874131620659437;test;1.35829450333333;5;200;410;16;25;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85344930787616;train;0.161322921666667;3;50;166;4;10;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125164038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847464698196774;test;0.161322921666667;3;50;166;4;10;350;continuous
confidence;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944294131794132;train;3.60183901;20;496;1032;1;1;51;multinomial
confidence;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903888888888889;test;3.60183901;20;496;1032;1;1;51;multinomial
mfeat_fourier;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960852767525876;train;2.93783584833333;3;160;326;18;76;1400;multinomial
mfeat_fourier;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953178293363504;test;2.93783584833333;3;160;326;18;76;1400;multinomial
churn;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949219794290217;train;2.97469342333333;3;160;326;12;15;3500;binomial
churn;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901288298265042;test;2.97469342333333;3;160;326;12;15;3500;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.522616734217978;train;2.40516127666667;20;372;784;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.515365927725478;test;2.40516127666667;20;372;784;1;1;849;binomial
690_visualizing_galaxy;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173740713835565;train;0.89514911;5;200;410;2;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188056569007496;test;0.89514911;5;200;410;2;4;227;continuous
547_no2;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.696241417322366;train;1.29035954166667;6;220;452;4;7;350;continuous
547_no2;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.700894821807348;test;1.29035954166667;6;220;452;4;7;350;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124190520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347911375644891;train;1.79455857333333;9;280;578;9;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124190520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52341106480372;test;1.79455857333333;9;280;578;9;10;175;continuous
german;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829307120594582;train;1.05957532166667;3;160;326;10;20;700;binomial
german;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74703146374829;test;1.05957532166667;3;160;326;10;20;700;binomial
560_bodyfat;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0222912213846077;train;0.774221041666667;3;160;326;10;14;177;continuous
560_bodyfat;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0202574197398181;test;0.774221041666667;3;160;326;10;14;177;continuous
satimage;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981508888901884;train;32.53462897;2;25;84;21;25;4505;multinomial
satimage;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976452366698542;test;32.53462897;2;25;84;21;25;4505;multinomial
wine_quality_red;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.692679585328677;train;0.0985448283333333;3;11;76;2;11;1120;multinomial
wine_quality_red;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.546313746091235;test;0.0985448283333333;3;11;76;2;11;1120;multinomial
nikuradse_1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.199395305159558;train;0.86013105;5;184;378;1;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126110203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.227652441056151;test;0.86013105;5;184;378;1;2;254;continuous
503_wind;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466279350559033;train;1.09307922;3;160;326;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459080843778858;test;1.09307922;3;160;326;14;14;4602;continuous
cmc;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.777596613572869;train;1.04276406;3;160;326;9;9;1032;multinomial
cmc;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171439_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727790022955843;test;1.04276406;3;160;326;9;9;1032;multinomial
706_sleuth_case1202;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125155927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.542664110903416;train;0.574311928316667;7;12;188;4;6;66;continuous
706_sleuth_case1202;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125155927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.554567027877423;test;0.574311928316667;7;12;188;4;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.536574565213056;train;0.47853029;11;12;284;3;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.695080486816413;test;0.47853029;11;12;284;3;6;66;continuous
analcatdata_boxing1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987379807692308;train;1.05054845166667;6;220;452;3;3;84;binomial
analcatdata_boxing1;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.869230769230769;test;1.05054845166667;6;220;452;3;3;84;binomial
twonorm;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999802904960235;train;5.9573033;3;160;326;20;20;5180;binomial
twonorm;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995210994737616;test;5.9573033;3;160;326;20;20;5180;binomial
597_fri_c2_500_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823338235928969;train;0.61461977665;6;10;132;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125195254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812675915754723;test;0.61461977665;6;10;132;5;5;350;continuous
cleve;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943136902623069;train;1.47898582166667;9;13;216;4;13;213;binomial
cleve;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849802371541502;test;1.47898582166667;9;13;216;4;13;213;binomial
643_fri_c2_500_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269172689366454;train;2.05587369666667;11;320;662;20;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481650850056265;test;2.05587369666667;11;320;662;20;25;350;continuous
1595_poker;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125100859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816158020041958;train;48.7064397433333;2;20;96;5;10;717507;continuous
1595_poker;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125100859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815122368118652;test;48.7064397433333;2;20;96;5;10;717507;continuous
564_fried;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481670233232065;train;0.281862685;5;50;250;7;10;28538;continuous
564_fried;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483020796742681;test;0.281862685;5;50;250;7;10;28538;continuous
vowel;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97027904642393;train;14.915915265;6;13;162;10;13;693;multinomial
vowel;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125184927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961038702914242;test;14.915915265;6;13;162;10;13;693;multinomial
1196_BNG_pharynx;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.656914618915048;train;40.0639179366667;1;120;242;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.65765707973967;test;40.0639179366667;1;120;242;5;10;700000;continuous
dermatology;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.246486816666667;3;25;134;24;25;257;multinomial
dermatology;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184749_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991854279050761;test;0.246486816666667;3;25;134;24;25;257;multinomial
spambase;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984023579299565;train;2.29952700333333;3;160;326;37;54;3221;binomial
spambase;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975877559456797;test;2.29952700333333;3;160;326;37;54;3221;binomial
labor;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994666666666667;train;0.645308953316667;3;160;326;15;15;40;binomial
labor;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841666666666667;test;0.645308953316667;3;160;326;15;15;40;binomial
waveform_40;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124193931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97289403331763;train;3.53433328333333;3;160;326;40;40;3500;multinomial
waveform_40;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124193931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967333982061046;test;3.53433328333333;3;160;326;40;40;3500;multinomial
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310370060536832;train;6.54719641833333;17;436;906;16;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441258465657621;test;6.54719641833333;17;436;906;16;72;742;continuous
643_fri_c2_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836256402149752;train;1.26679586;5;200;410;20;25;350;continuous
643_fri_c2_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.891851568670497;test;1.26679586;5;200;410;20;25;350;continuous
ring;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774308517877888;train;1.186754295;14;80;628;20;20;5180;binomial
ring;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765721021176903;test;1.186754295;14;80;628;20;20;5180;binomial
wine_quality_white;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.641076429750986;train;6.22196123666667;10;252;524;2;11;3429;multinomial
wine_quality_white;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.599189984869812;test;6.22196123666667;10;252;524;2;11;3429;multinomial
tae;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125101710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.692573245514422;train;1.33388132666667;5;200;410;4;4;106;multinomial
tae;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125101710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.779259259259259;test;1.33388132666667;5;200;410;4;4;106;multinomial
spambase;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95545627053359;train;1.03110655166667;3;160;326;31;55;3221;binomial
spambase;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949402261429672;test;1.03110655166667;3;160;326;31;55;3221;binomial
593_fri_c1_1000_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819887016227317;train;0.464566228333333;9;50;418;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828850494837695;test;0.464566228333333;9;50;418;10;10;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465998333632129;train;1.47778368166667;6;220;452;33;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504278537949975;test;1.47778368166667;6;220;452;33;50;700;continuous
646_fri_c3_500_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125124040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810845392221187;train;2.13379588166667;11;20;450;5;10;350;continuous
646_fri_c3_500_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125124040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786306448378381;test;2.13379588166667;11;20;450;5;10;350;continuous
mfeat_fourier;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981994058611294;train;41.7536544083333;3;59;138;33;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974608648839748;test;41.7536544083333;3;59;138;33;76;1400;multinomial
598_fri_c0_1000_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516554280665783;train;0.176806886666667;3;85;176;10;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126101209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.560771462539286;test;0.176806886666667;3;85;176;10;25;700;continuous
wine_quality_red;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824654369376331;train;2.19365028166667;7;224;462;11;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.810742296399545;test;2.19365028166667;7;224;462;11;11;1120;multinomial
596_fri_c2_250_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801896885816034;train;0.113673685;3;25;156;5;5;175;continuous
596_fri_c2_250_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125095035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849239644021768;test;0.113673685;3;25;156;5;5;175;continuous
644_fri_c4_250_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263775895556458;train;3.00566050833333;20;445;930;3;25;175;continuous
644_fri_c4_250_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.440215180272554;test;3.00566050833333;20;445;930;3;25;175;continuous
626_fri_c2_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817085739702889;train;0.788312541666667;3;72;150;36;50;350;continuous
626_fri_c2_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839835262054123;test;0.788312541666667;3;72;150;36;50;350;continuous
mfeat_karhunen;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999791679882149;train;2.28807175166667;3;160;326;21;64;1400;multinomial
mfeat_karhunen;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995957768439587;test;2.28807175166667;3;160;326;21;64;1400;multinomial
626_fri_c2_500_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801774651965985;train;0.456220866666667;3;72;150;32;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847381684925061;test;0.456220866666667;3;72;150;32;50;350;continuous
612_fri_c1_1000_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124191514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847068306965944;train;0.238900026666667;6;25;282;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124191514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839762730699452;test;0.238900026666667;6;25;282;5;5;700;continuous
562_cpu_small;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315402103276948;train;1.88603436833333;5;24;194;3;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124172052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316898209772321;test;1.88603436833333;5;24;194;3;12;5735;continuous
cloud;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.594911828367711;train;1.79017841831667;8;260;536;5;7;76;multinomial
cloud;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125172752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.567772108843538;test;1.79017841831667;8;260;536;5;7;76;multinomial
pendigits;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997830360305908;train;13.4232138516667;8;244;504;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997023883793963;test;13.4232138516667;8;244;504;16;16;7695;multinomial
heart_h;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915954269234731;train;1.26334933;9;12;220;11;12;206;binomial
heart_h;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945454545454546;test;1.26334933;9;12;220;11;12;206;binomial
movement_libras;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981523462900043;train;15.8012825866667;5;21;188;13;21;252;multinomial
movement_libras;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955303250604271;test;15.8012825866667;5;21;188;13;21;252;multinomial
634_fri_c2_100_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.670687619242576;train;0.609780113333333;5;18;200;9;9;70;continuous
634_fri_c2_100_10;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172520_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.895752545438883;test;0.609780113333333;5;18;200;9;9;70;continuous
heart_c;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939875111507583;train;3.4211942;20;476;992;12;13;213;binomial
heart_c;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886194952993568;test;3.4211942;20;476;992;12;13;213;binomial
adult;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898029691945976;train;3.1136883;8;48;376;9;12;34190;binomial
adult;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894229423799577;test;3.1136883;8;48;376;9;12;34190;binomial
haberman;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90375;train;3.19350646166667;20;486;1012;3;3;215;binomial
haberman;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.692603550295858;test;3.19350646166667;20;486;1012;3;3;215;binomial
hungarian;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891491596638656;train;1.18875713665;6;12;146;7;12;206;binomial
hungarian;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908119658119658;test;1.18875713665;6;12;146;7;12;206;binomial
ring;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980871714020552;train;4.31700494166667;3;160;326;20;20;5180;binomial
ring;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977273963273725;test;4.31700494166667;3;160;326;20;20;5180;binomial
574_house_16H;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.686178866355347;train;4.46917777166667;5;30;228;14;15;15949;continuous
574_house_16H;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.686066227046442;test;4.46917777166667;5;30;228;14;15;15949;continuous
cars;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.78870363353122;train;1.00147549166667;12;6;150;2;6;275;multinomial
cars;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788302263221957;test;1.00147549166667;12;6;150;2;6;275;multinomial
allrep;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958517824223707;train;3.02045035333333;11;224;470;8;24;2641;multinomial
allrep;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125150355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916599699989285;test;3.02045035333333;11;224;470;8;24;2641;multinomial
589_fri_c2_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813605236640762;train;0.849905543333333;3;160;326;17;25;700;continuous
589_fri_c2_1000_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824724670981648;test;0.849905543333333;3;160;326;17;25;700;continuous
695_chatfield_4;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235954796309959;train;2.69338326166667;20;426;892;2;9;165;continuous
695_chatfield_4;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.325767276503542;test;2.69338326166667;20;426;892;2;9;165;continuous
new_thyroid;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998184962586257;train;0.739484615;3;160;326;3;5;151;multinomial
new_thyroid;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991922773837667;test;0.739484615;3;160;326;3;5;151;multinomial
penguins;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.700906;3;160;326;7;7;241;multinomial
penguins;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.700906;3;160;326;7;7;241;multinomial
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830775491566993;train;0.702415493333333;10;213;448;7;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.887667716349234;test;0.702415493333333;10;213;448;7;50;700;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800027393644856;train;0.92940153;7;48;318;4;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810421838864345;test;0.92940153;7;48;318;4;24;350;continuous
colic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949926362297496;train;0.798773396666667;3;160;326;16;22;258;binomial
colic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897435897435897;test;0.798773396666667;3;160;326;16;22;258;binomial
657_fri_c2_250_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318642936444866;train;0.670848728333333;3;160;326;4;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.510441252546764;test;0.670848728333333;3;160;326;4;10;175;continuous
656_fri_c1_100_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259063574613923;train;1.14775400166667;6;220;452;5;5;70;continuous
656_fri_c1_100_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.486275134053337;test;1.14775400166667;6;220;452;5;5;70;continuous
analcatdata_cyyoung8092;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989308176100629;train;1.681666415;20;353;746;2;7;68;binomial
analcatdata_cyyoung8092;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741666666666667;test;1.681666415;20;353;746;2;7;68;binomial
ionosphere;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916168091168091;train;1.77339739666667;19;128;846;22;32;246;binomial
ionosphere;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906602254428341;test;1.77339739666667;19;128;846;22;32;246;binomial
heart_c;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922470317207159;train;0.432304668333333;7;52;334;11;13;213;binomial
heart_c;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933634992458522;test;0.432304668333333;7;52;334;11;13;213;binomial
analcatdata_boxing1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720552884615385;train;1.18767383333333;7;240;494;3;3;84;binomial
analcatdata_boxing1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817307692307692;test;1.18767383333333;7;240;494;3;3;84;binomial
pima;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784923326001955;train;0.900505160016667;3;160;326;5;8;538;binomial
pima;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.838332234673698;test;0.900505160016667;3;160;326;5;8;538;binomial
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454463663259015;train;0.570350221666667;7;170;354;25;70;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.444784093411255;test;0.570350221666667;7;170;354;25;70;742;continuous
labor;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.490331296666667;3;128;262;5;15;40;binomial
labor;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733333333333333;test;0.490331296666667;3;128;262;5;15;40;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950657894736842;train;0.50535067;3;160;326;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.50535067;3;160;326;2;3;35;binomial
saheart;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125180412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.843574502971921;train;0.583368911666667;3;160;326;8;9;324;binomial
saheart;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125180412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.791048529041991;test;0.583368911666667;3;160;326;8;9;324;binomial
606_fri_c2_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794729103933876;train;1.48350185333333;5;200;410;9;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802079256753643;test;1.48350185333333;5;200;410;9;10;700;continuous
allbp;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125202255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985126375572684;train;2.102173535;3;160;326;2;25;2641;multinomial
allbp;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125202255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98223417103505;test;2.102173535;3;160;326;2;25;2641;multinomial
207_autoPrice;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.396390819200709;train;1.03021368833333;7;208;430;8;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.410830477736619;test;1.03021368833333;7;208;430;8;10;112;continuous
612_fri_c1_1000_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841295364305621;train;0.308824865016667;6;10;132;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857626908429051;test;0.308824865016667;6;10;132;5;5;700;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.634038854154923;train;0.753269756666667;3;160;326;10;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.443328886330187;test;0.753269756666667;3;160;326;10;10;356;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800225476786409;train;0.504032288333333;3;50;146;9;25;700;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837775536671678;test;0.504032288333333;3;50;146;9;25;700;continuous
sleep;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.592430405748918;train;63.9749082566667;1;13;36;10;13;74136;multinomial
sleep;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.595807290890693;test;63.9749082566667;1;13;36;10;13;74136;multinomial
690_visualizing_galaxy;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.311217063011828;train;0.294475911666667;3;8;60;4;4;227;continuous
690_visualizing_galaxy;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.312302540852654;test;0.294475911666667;3;8;60;4;4;227;continuous
663_rabe_266;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.125900535856051;train;0.0588420566833333;3;10;80;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.117860485887197;test;0.0588420566833333;3;10;80;2;2;84;continuous
analcatdata_aids;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618421052631579;train;0.086173055;3;3;24;2;3;35;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851851851851852;test;0.086173055;3;3;24;2;3;35;binomial
658_fri_c3_250_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820258499431584;train;0.18448567;3;90;186;15;25;175;continuous
658_fri_c3_250_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86465617479205;test;0.18448567;3;90;186;15;25;175;continuous
225_puma8NH;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.506500620044148;train;4.994801895;3;160;326;2;8;5735;continuous
225_puma8NH;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.529252486565119;test;4.994801895;3;160;326;2;8;5735;continuous
wine_recognition;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.481883756666667;3;13;72;12;13;125;multinomial
wine_recognition;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.481883756666667;3;13;72;12;13;125;multinomial
1595_poker;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814583669042804;train;20.7426710166667;3;160;326;8;10;717507;continuous
1595_poker;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813584595924142;test;20.7426710166667;3;160;326;8;10;717507;continuous
schizo;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.636137016312876;train;0.310485326666667;9;13;234;2;13;238;multinomial
schizo;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616434961962927;test;0.310485326666667;9;13;234;2;13;238;multinomial
519_vinnie;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490135090145944;train;1.34441309833333;9;210;438;1;2;266;continuous
519_vinnie;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126091107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43262343334236;test;1.34441309833333;9;210;438;1;2;266;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832822547112884;train;0.547746768333333;3;50;150;17;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171424_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882291484332667;test;0.547746768333333;3;50;150;17;25;175;continuous
hungarian;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940776599031826;train;1.75540929;9;280;578;9;12;206;binomial
hungarian;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844628099173554;test;1.75540929;9;280;578;9;12;206;binomial
mfeat_zernike;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990991757828358;train;1.94551126666667;17;33;670;32;33;1400;multinomial
mfeat_zernike;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970088980951257;test;1.94551126666667;17;33;670;32;33;1400;multinomial
allhypo;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823243569079163;train;3.24941992833333;6;220;452;7;24;2639;multinomial
allhypo;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819864848568019;test;3.24941992833333;6;220;452;7;24;2639;multinomial
607_fri_c4_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826046291051684;train;1.81416157;9;280;578;14;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873563760587431;test;1.81416157;9;280;578;14;50;700;continuous
penguins;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998906411697109;train;0.621108285;3;160;326;5;7;241;multinomial
penguins;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998983739837398;test;0.621108285;3;160;326;5;7;241;multinomial
diabetes;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.835172188419103;train;0.716389255;3;160;326;2;8;538;binomial
diabetes;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.804645788509045;test;0.716389255;3;160;326;2;8;538;binomial
credit_g;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829264103958554;train;0.658098023333333;8;79;376;14;20;700;binomial
credit_g;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769529731830548;test;0.658098023333333;8;79;376;14;20;700;binomial
649_fri_c0_500_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206557928162916;train;1.47327851831667;7;240;494;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410352216206967;test;1.47327851831667;7;240;494;5;5;350;continuous
cmc;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.601144073478144;train;0.0739273216666667;3;9;62;1;9;1032;multinomial
cmc;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.584222885985944;test;0.0739273216666667;3;9;62;1;9;1032;multinomial
344_mv;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451511313151407;train;0.75001938;6;45;292;5;9;28538;continuous
344_mv;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453495036379827;test;0.75001938;6;45;292;5;9;28538;continuous
banana;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.552024136464762;train;1.22435117833333;3;160;326;2;2;3710;binomial
banana;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145317_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.541558898847631;test;1.22435117833333;3;160;326;2;2;3710;binomial
dis;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995798677756451;train;7.579982135;19;448;934;16;25;2641;binomial
dis;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879744241331257;test;7.579982135;19;448;934;16;25;2641;binomial
605_fri_c2_250_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124201331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252115686161224;train;1.96682800833333;12;308;640;6;25;175;continuous
605_fri_c2_250_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124201331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.531464201787454;test;1.96682800833333;12;308;640;6;25;175;continuous
666_rmftsa_ladata;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540225750830929;train;0.595989216666667;9;50;418;10;10;356;continuous
666_rmftsa_ladata;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499140990674174;test;0.595989216666667;9;50;418;10;10;356;continuous
twonorm;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998198861440696;train;2.24783742;3;20;108;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997175964682507;test;2.24783742;3;20;108;20;20;5180;binomial
sleep;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895269766296253;train;4.38025615333333;6;13;144;13;13;74136;multinomial
sleep;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893498214052264;test;4.38025615333333;6;13;144;13;13;74136;multinomial
591_fri_c1_100_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365473182179449;train;1.51900183;7;240;494;4;10;70;continuous
591_fri_c1_100_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.617251469858008;test;1.51900183;7;240;494;4;10;70;continuous
optdigits;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999601054585686;train;44.9698798633333;2;46;96;47;60;3934;multinomial
optdigits;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998352222779782;test;44.9698798633333;2;46;96;47;60;3934;multinomial
mfeat_zernike;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986287412415087;train;43.0199766933333;3;32;138;23;32;1400;multinomial
mfeat_zernike;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978626429012353;test;43.0199766933333;3;32;138;23;32;1400;multinomial
573_cpu_act;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287164757169746;train;2.95549122;20;282;604;4;18;5735;continuous
573_cpu_act;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297723595173975;test;2.95549122;20;282;604;4;18;5735;continuous
mfeat_zernike;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986824571733735;train;2.57883124666667;3;160;326;30;32;1400;multinomial
mfeat_zernike;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979500526966031;test;2.57883124666667;3;160;326;30;32;1400;multinomial
adult;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905121526410829;train;24.6248377366667;7;208;430;11;12;34190;binomial
adult;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903234529209636;test;24.6248377366667;7;208;430;11;12;34190;binomial
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125155258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.393780183474332;train;2.28079361333333;13;276;578;45;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125155258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.354529322487963;test;2.28079361333333;13;276;578;45;72;742;continuous
clean1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125192049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.30115074;3;84;174;1;94;334;binomial
clean1;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125192049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.30115074;3;84;174;1;94;334;binomial
lupus;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864219114219114;train;0.461049136666667;3;144;294;1;2;61;binomial
lupus;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85207100591716;test;0.461049136666667;3;144;294;1;2;61;binomial
599_fri_c2_1000_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811139286265735;train;0.117771248333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811788056379002;test;0.117771248333333;3;25;156;5;5;700;continuous
wine_recognition;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.44286769833333;7;240;494;13;13;125;multinomial
wine_recognition;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999108734402852;test;1.44286769833333;7;240;494;13;13;125;multinomial
593_fri_c1_1000_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82468560033293;train;1.21785291;6;20;254;9;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125084209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824036881766372;test;1.21785291;6;20;254;9;10;700;continuous
clean2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97579367121365;train;18.473020985;3;65;136;110;110;4619;binomial
clean2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968303480856737;test;18.473020985;3;65;136;110;110;4619;binomial
560_bodyfat;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0294394026708633;train;1.43983651333333;8;260;536;1;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0230486299861717;test;1.43983651333333;8;260;536;1;13;177;continuous
1191_BNG_pbc;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.78003588154609;train;39.52605656;3;36;146;18;18;700000;continuous
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227_cpu_small;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314688873706144;train;0.340387171666667;7;60;344;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125174029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315523149806248;test;0.340387171666667;7;60;344;3;12;5735;continuous
574_house_16H;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364263996983495;train;13.608440575;5;200;410;12;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411336971321837;test;13.608440575;5;200;410;12;15;15949;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.118928728935313;train;0.57200254;3;160;326;5;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344927101559933;test;0.57200254;3;160;326;5;6;147;continuous
optdigits;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999811919482253;train;45.7368399266667;2;46;96;61;61;3934;multinomial
optdigits;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999043996375971;test;45.7368399266667;2;46;96;61;61;3934;multinomial
616_fri_c4_500_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835313966517032;train;0.399622816666667;6;150;312;5;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810195977811453;test;0.399622816666667;6;150;312;5;50;350;continuous
556_analcatdata_apnea2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125124846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.240803310730544;train;0.315128974983333;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125124846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.598206838489672;test;0.315128974983333;3;6;48;0;3;333;continuous
218_house_8L;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.449635163377611;train;4.60327007166667;7;16;218;8;8;15949;continuous
218_house_8L;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126115253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.432907016326012;test;4.60327007166667;7;16;218;8;8;15949;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817901310823365;train;1.2970194;7;20;290;10;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873944362980287;test;1.2970194;7;20;290;10;10;350;continuous
movement_libras;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990705786213121;train;23.15894647;6;20;194;20;20;252;multinomial
movement_libras;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947049634668682;test;23.15894647;6;20;194;20;20;252;multinomial
663_rabe_266;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.133238108171492;train;0.06052102;3;10;80;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124195547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144550695274961;test;0.06052102;3;10;80;2;2;84;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124211852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815996356705201;train;1.88517842666667;11;272;566;17;50;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124211852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818318596385232;test;1.88517842666667;11;272;566;17;50;700;continuous
analcatdata_asbestos;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.695852534562212;train;0.599548151666667;3;160;326;2;3;59;binomial
analcatdata_asbestos;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896296296296296;test;0.599548151666667;3;160;326;2;3;59;binomial
628_fri_c3_1000_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836500309598655;train;0.830187786666667;8;10;172;4;5;700;continuous
628_fri_c3_1000_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855273551199656;test;0.830187786666667;8;10;172;4;5;700;continuous
tae;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125141242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.697003822003822;train;0.087258305;6;5;68;5;5;106;multinomial
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breast_cancer_wisconsin;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991035856573705;train;0.183559836666667;3;76;166;9;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990418632075472;test;0.183559836666667;3;76;166;9;22;399;binomial
diabetes;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841381242121971;train;1.04817512166667;5;200;410;8;8;538;binomial
diabetes;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124205750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.83839349748984;test;1.04817512166667;5;200;410;8;8;538;binomial
601_fri_c1_250_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780502910242165;train;0.3231517;3;10;72;5;5;175;continuous
601_fri_c1_250_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843684650672577;test;0.3231517;3;10;72;5;5;175;continuous
prnn_fglass;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98253916951396;train;0.68965807;3;160;326;5;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923952380952381;test;0.68965807;3;160;326;5;9;144;multinomial
tae;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.690118148451482;train;0.0416571833333333;3;5;38;5;5;106;multinomial
tae;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.776960784313726;test;0.0416571833333333;3;5;38;5;5;106;multinomial
adult;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89918146834686;train;25.1891233483333;9;267;552;10;12;34190;binomial
adult;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125195037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892733493248264;test;25.1891233483333;9;267;552;10;12;34190;binomial
vowel;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966990642332964;train;0.176896;3;13;86;10;13;693;multinomial
vowel;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965467647332441;test;0.176896;3;13;86;10;13;693;multinomial
analcatdata_creditscore;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0559788766833333;3;24;70;4;6;70;binomial
analcatdata_creditscore;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0559788766833333;3;24;70;4;6;70;binomial
207_autoPrice;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.404858061886761;train;0.917256091666667;3;160;326;4;9;112;continuous
207_autoPrice;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.331536870446704;test;0.917256091666667;3;160;326;4;9;112;continuous
confidence;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926190476190476;train;0.822402241666667;3;160;326;1;1;51;multinomial
confidence;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917777777777778;test;0.822402241666667;3;160;326;1;1;51;multinomial
601_fri_c1_250_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804435108725764;train;0.353906568333333;10;25;450;5;5;175;continuous
601_fri_c1_250_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779822322452649;test;0.353906568333333;10;25;450;5;5;175;continuous
labor;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124154127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989583333333333;train;1.57639270666667;9;264;546;6;15;40;binomial
labor;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124154127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980769230769231;test;1.57639270666667;9;264;546;6;15;40;binomial
192_vineyard;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.486970818646834;train;0.631843381666667;3;160;326;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.477456654119481;test;0.631843381666667;3;160;326;1;1;37;continuous
645_fri_c3_500_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125143456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18574894290152;train;3.14787762666667;20;465;970;3;50;350;continuous
645_fri_c3_500_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125143456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299252960858591;test;3.14787762666667;20;465;970;3;50;350;continuous
522_pm10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835425954864231;train;0.596319183333333;10;35;458;6;7;350;continuous
522_pm10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882060623730126;test;0.596319183333333;10;35;458;6;7;350;continuous
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ring;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.769529071933343;test;1.93101135331667;3;20;104;20;20;5180;binomial
621_fri_c0_100_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332116504261245;train;1.64557373166667;6;220;452;9;10;70;continuous
621_fri_c0_100_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.64951152124497;test;1.64557373166667;6;220;452;9;10;70;continuous
695_chatfield_4;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.379969203816195;train;0.370737998333333;7;50;334;2;10;165;continuous
695_chatfield_4;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399672480157;test;0.370737998333333;7;50;334;2;10;165;continuous
643_fri_c2_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256738654298374;train;3.26931231333333;15;400;830;4;25;350;continuous
643_fri_c2_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376572917088854;test;3.26931231333333;15;400;830;4;25;350;continuous
heart_h;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905654547327222;train;0.870574163333333;13;47;586;6;12;206;binomial
heart_h;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9366391184573;test;0.870574163333333;13;47;586;6;12;206;binomial
712_chscase_geyser1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.567045763148518;train;0.0552433;3;10;74;2;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.588555169014106;test;0.0552433;3;10;74;2;2;156;continuous
582_fri_c1_500_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815911776903704;train;1.23396352;5;50;234;4;25;350;continuous
582_fri_c1_500_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855055103186284;test;1.23396352;5;50;234;4;25;350;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195380858157804;train;3.21076166833333;3;160;326;46;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346938423439452;test;3.21076166833333;3;160;326;46;50;700;continuous
631_fri_c1_500_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807587435866509;train;0.115999501666667;3;25;156;5;5;350;continuous
631_fri_c1_500_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871977428918288;test;0.115999501666667;3;25;156;5;5;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819987583933193;train;0.437728021666667;9;50;418;6;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82782883692259;test;0.437728021666667;9;50;418;6;10;350;continuous
yeast;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893619233787547;train;1.36990420666667;3;160;326;7;8;1036;multinomial
yeast;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866074612640175;test;1.36990420666667;3;160;326;7;8;1036;multinomial
nikuradse_1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.072357724848408;train;0.489356971666667;3;160;326;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125090645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0911895054879391;test;0.489356971666667;3;160;326;2;2;254;continuous
credit_a;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915384080881076;train;0.703709741666667;3;160;326;11;13;483;binomial
credit_a;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894359554800981;test;0.703709741666667;3;160;326;11;13;483;binomial
ecoli;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981811594135219;train;0.0995618833333333;6;6;80;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980074370709382;test;0.0995618833333333;6;6;80;5;6;229;multinomial
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478102427599783;train;0.106076985;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125201108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496344828504624;test;0.106076985;3;25;156;5;5;700;continuous
flags;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125102003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.787632290070178;train;2.39380056333333;12;340;704;8;39;125;multinomial
flags;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125102003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.667515432098765;test;2.39380056333333;12;340;704;8;39;125;multinomial
mnist;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124180347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992743277859922;train;90.553237655;2;45;94;642;647;49000;multinomial
mnist;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124180347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990714295289511;test;90.553237655;2;45;94;642;647;49000;multinomial
adult;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897545855645661;train;42.7739968766667;3;12;76;11;12;34190;binomial
adult;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.896549103583801;test;42.7739968766667;3;12;76;11;12;34190;binomial
650_fri_c0_500_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430206235217038;train;1.51679584333333;6;220;452;45;50;350;continuous
650_fri_c0_500_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.532270655551585;test;1.51679584333333;6;220;452;45;50;350;continuous
598_fri_c0_1000_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506662901499447;train;1.270583765;5;50;230;9;25;700;continuous
598_fri_c0_1000_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152239_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499159078795625;test;1.270583765;5;50;230;9;25;700;continuous
tae;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.61031486031486;train;0.125616571666667;9;5;98;2;5;106;multinomial
tae;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753880718954248;test;0.125616571666667;9;5;98;2;5;106;multinomial
207_autoPrice;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221245614035628;train;1.7667516;9;280;578;6;10;112;continuous
207_autoPrice;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34586727780106;test;1.7667516;9;280;578;6;10;112;continuous
228_elusage;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452767329937273;train;0.559505393333333;3;160;326;1;1;39;continuous
228_elusage;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355519308233155;test;0.559505393333333;3;160;326;1;1;39;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125154332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82984584199589;train;0.336661266666667;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125154332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.890220663251334;test;0.336661266666667;3;10;72;5;5;700;continuous
wine_quality_red;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954107378957806;train;3.84028171;9;280;578;11;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.767503903054874;test;3.84028171;9;280;578;11;11;1120;multinomial
Hill_Valley_with_noise;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.540109579003464;train;0.034940895;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527504105090312;test;0.034940895;3;4;32;1;1;849;binomial
phoneme;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981443201695979;train;5.61325023;5;200;410;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94938351840854;test;5.61325023;5;200;410;5;5;3783;binomial
656_fri_c1_100_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785828951338911;train;0.185172931666667;6;10;136;5;5;70;continuous
656_fri_c1_100_5;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125093110_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800822717814304;test;0.185172931666667;6;10;136;5;5;70;continuous
prnn_fglass;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915784431755876;train;1.836578555;6;9;118;6;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125165804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863760869565217;test;1.836578555;6;9;118;6;9;144;multinomial
227_cpu_small;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.171210765019006;train;4.92098983166667;5;200;410;10;12;5735;continuous
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562_cpu_small;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297925548232628;test;2.47961873335;6;220;452;3;12;5735;continuous
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titanic;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810550052752196;train;1.10193157333333;7;7;106;7;7;1545;binomial
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623_fri_c4_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814134030187961;train;2.19407453833333;9;20;368;10;10;700;continuous
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621_fri_c0_100_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125162615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504056390898023;train;0.12115392165;3;50;176;10;10;70;continuous
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agaricus_lepiota;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.353742455;3;48;102;20;20;5702;binomial
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620_fri_c1_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309166532510704;test;3.22208822666667;16;356;744;5;25;700;continuous
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credit_g;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126105740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.780153369559697;test;1.50023978333333;5;200;410;13;20;700;binomial
590_fri_c0_1000_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164845_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466474403082771;train;0.722012746666667;9;210;438;38;50;700;continuous
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678_visualizing_environmental;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125100000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.714413930783986;train;0.135381843333333;3;6;48;3;3;78;continuous
678_visualizing_environmental;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125100000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76912254655895;test;0.135381843333333;3;6;48;3;3;78;continuous
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magic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960035907888654;train;16.64381012;7;240;494;9;9;13314;binomial
magic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923505291461523;test;16.64381012;7;240;494;9;9;13314;binomial
227_cpu_small;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.152470702890803;train;5.92949598833333;3;160;326;10;12;5735;continuous
227_cpu_small;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160891969711226;test;5.92949598833333;3;160;326;10;12;5735;continuous
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227_cpu_small;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.129150581718071;train;21.1653334233333;14;348;724;10;12;5735;continuous
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574_house_16H;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481566716485481;train;10.8845236016667;11;30;478;15;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480626403567486;test;10.8845236016667;11;30;478;15;15;15949;continuous
607_fri_c4_1000_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203012658093401;train;2.72037205166667;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328970001878342;test;2.72037205166667;3;160;326;5;50;700;continuous
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pendigits;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999237060815541;test;5.25017129001667;3;160;326;15;16;7695;multinomial
628_fri_c3_1000_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.275624498740001;train;1.05120607333333;5;200;410;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338656381098723;test;1.05120607333333;5;200;410;5;5;700;continuous
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confidence;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917098765432099;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125193158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
saheart;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925068587105624;train;1.60134711666667;8;260;536;8;9;324;binomial
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622_fri_c2_1000_50;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193650_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784353803778579;train;2.66413326666667;9;100;402;34;50;700;continuous
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656_fri_c1_100_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805269177342473;train;0.25465013;3;10;76;5;5;70;continuous
656_fri_c1_100_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140011_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830126675072867;test;0.25465013;3;10;76;5;5;70;continuous
satimage;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978862546992833;train;0.834477511666667;6;25;218;21;25;4505;multinomial
satimage;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125164927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981762448934943;test;0.834477511666667;6;25;218;21;25;4505;multinomial
230_machine_cpu;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.238385641386111;train;0.386565375;9;30;418;6;6;147;continuous
230_machine_cpu;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317586125708612;test;0.386565375;9;30;418;6;6;147;continuous
yeast;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879156403575457;train;0.31714824;10;8;160;5;8;1036;multinomial
yeast;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851905012960487;test;0.31714824;10;8;160;5;8;1036;multinomial
phoneme;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79115240585985;train;2.39936145833333;20;260;560;5;5;3783;binomial
phoneme;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.783211483430259;test;2.39936145833333;20;260;560;5;5;3783;binomial
diabetes;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836949697572927;train;1.03984985166667;9;8;152;8;8;538;binomial
diabetes;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125111814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843373493975904;test;1.03984985166667;9;8;152;8;8;538;binomial
analcatdata_germangss;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865130617464377;train;2.24354869166667;16;349;730;5;5;280;multinomial
analcatdata_germangss;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.769140158303465;test;2.24354869166667;16;349;730;5;5;280;multinomial
647_fri_c1_250_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865479577028228;train;1.27452634666667;7;20;288;9;10;175;continuous
647_fri_c1_250_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.778053560357699;test;1.27452634666667;7;20;288;9;10;175;continuous
breast_w;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996321354628808;train;1.29235658333333;6;8;104;8;8;490;binomial
breast_w;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991236905721193;test;1.29235658333333;6;8;104;8;8;490;binomial
603_fri_c0_250_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.422573757060706;train;0.364889178333333;5;130;270;43;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.625654582529235;test;0.364889178333333;5;130;270;43;50;175;continuous
analcatdata_aids;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.026489305;3;2;16;0;2;35;binomial
analcatdata_aids;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.026489305;3;2;16;0;2;35;binomial
confidence;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920493827160494;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839063950541216;train;0.319569908333333;3;90;186;10;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826202356744044;test;0.319569908333333;3;90;186;10;100;700;continuous
bupa;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.70861809732094;train;0.574611895;3;160;326;4;5;242;binomial
bupa;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.659879336349925;test;0.574611895;3;160;326;4;5;242;binomial
shuttle;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945216781941023;train;3.49797406666667;12;8;200;8;8;40600;multinomial
shuttle;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93509926652323;test;3.49797406666667;12;8;200;8;8;40600;multinomial
651_fri_c0_100_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452877774503747;train;3.57725841;14;380;788;25;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.681751656987208;test;3.57725841;14;380;788;25;25;70;continuous
analcatdata_authorship;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124201139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.415994876683333;5;68;222;45;70;589;multinomial
analcatdata_authorship;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124201139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999788211164616;test;0.415994876683333;5;68;222;45;70;589;multinomial
594_fri_c2_100_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323912269594824;train;1.01869224166667;5;200;410;4;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525098432617226;test;1.01869224166667;5;200;410;4;5;70;continuous
sleep;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.593831694964291;train;69.9445727066333;1;13;36;11;13;74136;multinomial
sleep;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.592508487796883;test;69.9445727066333;1;13;36;11;13;74136;multinomial
vowel;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.01821864333333;9;280;578;11;13;693;multinomial
vowel;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998097399779808;test;3.01821864333333;9;280;578;11;13;693;multinomial
crx;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918922222610275;train;2.838472935;11;13;294;11;13;483;binomial
crx;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915371653248455;test;2.838472935;11;13;294;11;13;483;binomial
627_fri_c2_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835983742087475;train;0.299371101666667;6;50;292;1;10;350;continuous
627_fri_c2_500_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.886464989763846;test;0.299371101666667;6;50;292;1;10;350;continuous
confidence;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941309523809524;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
648_fri_c1_250_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239192058778156;train;1.99023193833333;9;280;578;13;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.528887861970336;test;1.99023193833333;9;280;578;13;50;175;continuous
buggyCrx;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930775603189396;train;1.02633655333333;5;200;410;5;14;483;binomial
buggyCrx;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922709739633558;test;1.02633655333333;5;200;410;5;14;483;binomial
228_elusage;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.396621619018503;train;0.798809856666667;5;200;410;1;1;39;continuous
228_elusage;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.35888616035029;test;0.798809856666667;5;200;410;1;1;39;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125155958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.171621627438846;train;0.258969188333333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125155958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.298154963048873;test;0.258969188333333;3;6;48;3;3;333;continuous
ring;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126102139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767532819694903;train;1.454066725;14;80;628;20;20;5180;binomial
ring;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126102139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778554647852759;test;1.454066725;14;80;628;20;20;5180;binomial
649_fri_c0_500_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471893903510816;train;0.25170722;3;10;72;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448176765746132;test;0.25170722;3;10;72;5;5;350;continuous
new_thyroid;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999940091061587;train;0.763100981666667;3;160;326;2;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997631352282515;test;0.763100981666667;3;160;326;2;5;151;multinomial
clean1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.278935353333333;3;84;174;1;95;334;binomial
clean1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.278935353333333;3;84;174;1;95;334;binomial
calendarDOW;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.533336805016372;train;24.9707470483333;11;14;310;9;14;280;multinomial
calendarDOW;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530758442118891;test;24.9707470483333;11;14;310;9;14;280;multinomial
buggyCrx;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974836905871389;train;1.00835751166667;3;160;326;14;14;483;binomial
buggyCrx;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936547733847637;test;1.00835751166667;3;160;326;14;14;483;binomial
fars;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851868437910255;train;40.3420347783333;0;5;10;10;21;70678;multinomial
fars;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854608260568975;test;40.3420347783333;0;5;10;10;21;70678;multinomial
titanic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.755449523903723;train;0.19469322;3;28;152;7;7;1545;binomial
titanic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125201850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768041842344025;test;0.19469322;3;28;152;7;7;1545;binomial
calendarDOW;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864440219224625;train;1.17072088833333;3;160;326;5;14;280;multinomial
calendarDOW;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833931104478089;test;1.17072088833333;3;160;326;5;14;280;multinomial
635_fri_c0_250_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.533150455049086;train;0.473654073333333;10;50;460;7;10;175;continuous
635_fri_c0_250_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522288055785892;test;0.473654073333333;10;50;460;7;10;175;continuous
breast_cancer;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760861780854619;train;1.899189135;10;300;620;6;9;201;binomial
breast_cancer;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.690352020860495;test;1.899189135;10;300;620;6;9;201;binomial
sonar;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.33312528333333;6;220;452;60;60;146;binomial
sonar;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977564102564103;test;1.33312528333333;6;220;452;60;60;146;binomial
clean2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973377520022093;train;0.553774915;3;80;166;105;105;4619;binomial
clean2;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126082342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970491977598715;test;0.553774915;3;80;166;105;105;4619;binomial
shuttle;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833389768280391;train;30.2330285583333;2;140;284;7;8;40600;multinomial
shuttle;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126111850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834040048408239;test;30.2330285583333;2;140;284;7;8;40600;multinomial
crx;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936812994468949;train;0.744856048333333;3;160;326;14;14;483;binomial
crx;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920934579439252;test;0.744856048333333;3;160;326;14;14;483;binomial
ecoli;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981624498957832;train;0.650073696666667;3;160;326;5;5;229;multinomial
ecoli;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124155320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954899485046544;test;0.650073696666667;3;160;326;5;5;229;multinomial
1595_poker;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81625374507157;train;2.21303812;3;50;166;10;10;717507;continuous
1595_poker;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814919746753879;test;2.21303812;3;50;166;10;10;717507;continuous
nikuradse_1;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0345851883569985;train;1.367939205;8;260;536;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0490160334606267;test;1.367939205;8;260;536;2;2;254;continuous
penguins;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0572668933166667;3;7;48;5;7;241;multinomial
penguins;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999259259259259;test;0.0572668933166667;3;7;48;5;7;241;multinomial
iris;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992901992901993;train;0.0320709066666667;3;3;24;1;3;105;multinomial
iris;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993966817496229;test;0.0320709066666667;3;3;24;1;3;105;multinomial
banana;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.547302678409916;train;0.136000001666667;5;2;24;2;2;3710;binomial
banana;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535003201024328;test;0.136000001666667;5;2;24;2;2;3710;binomial
706_sleuth_case1202;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.54450034321279;train;0.572046558333333;3;160;326;3;6;66;continuous
706_sleuth_case1202;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.627287336254982;test;0.572046558333333;3;160;326;3;6;66;continuous
cleveland;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84442123261354;train;1.72884689166667;8;260;536;13;13;213;multinomial
cleveland;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125182924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.675768389917696;test;1.72884689166667;8;260;536;13;13;213;multinomial
prnn_synth;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125192036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95483660130719;train;0.52782721;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125192036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902142857142857;test;0.52782721;3;160;326;2;2;175;binomial
597_fri_c2_500_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126095245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814249762678684;train;1.328632985;5;200;410;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126095245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831086750418233;test;1.328632985;5;200;410;5;5;350;continuous
backache;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89811320754717;train;0.83193;3;160;326;28;32;126;binomial
backache;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.63265306122449;test;0.83193;3;160;326;28;32;126;binomial
labor;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.158244225;3;46;166;2;15;40;binomial
labor;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725;test;0.158244225;3;46;166;2;15;40;binomial
calendarDOW;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.713358001317986;train;1.00841281166667;3;13;74;2;13;280;multinomial
calendarDOW;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124192152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.655102922187026;test;1.00841281166667;3;13;74;2;13;280;multinomial
tae;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683878416231357;train;0.656990728333333;3;160;326;4;5;106;multinomial
tae;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760740740740741;test;0.656990728333333;3;160;326;4;5;106;multinomial
lupus;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878378378378378;train;0.559682291666667;3;160;326;2;2;61;binomial
lupus;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.757575757575758;test;0.559682291666667;3;160;326;2;2;61;binomial
diabetes;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845813609467456;train;0.953024708333333;7;8;118;8;8;538;binomial
diabetes;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813362381989833;test;0.953024708333333;7;8;118;8;8;538;binomial
503_wind;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465266258462762;train;1.78229267666667;8;196;408;14;14;4602;continuous
503_wind;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462174640595329;test;1.78229267666667;8;196;408;14;14;4602;continuous
allbp;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982732840245513;train;3.39996407001667;13;264;554;17;25;2641;multinomial
allbp;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950706618962433;test;3.39996407001667;13;264;554;17;25;2641;multinomial
analcatdata_bankruptcy;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985294117647059;train;0.20661936835;3;112;230;1;4;35;binomial
analcatdata_bankruptcy;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.794642857142857;test;0.20661936835;3;112;230;1;4;35;binomial
635_fri_c0_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.550899625378888;train;1.01047727833333;6;20;250;10;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.545228455452195;test;1.01047727833333;6;20;250;10;10;175;continuous
586_fri_c3_1000_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816152061987938;train;0.173905013333333;3;85;176;4;25;700;continuous
586_fri_c3_1000_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814920476905914;test;0.173905013333333;3;85;176;4;25;700;continuous
hungarian;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916327595200835;train;0.669274976666667;3;160;326;4;12;206;binomial
hungarian;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840700808625337;test;0.669274976666667;3;160;326;4;12;206;binomial
dis;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99427383237364;train;6.86124396833333;15;393;816;2;25;2641;binomial
dis;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881998524469219;test;6.86124396833333;15;393;816;2;25;2641;binomial
588_fri_c4_1000_100;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840656457632577;train;0.589323838316667;6;150;312;5;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824661165345496;test;0.589323838316667;6;150;312;5;100;700;continuous
690_visualizing_galaxy;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0904132183270893;train;1.061451205;6;220;452;4;4;227;continuous
690_visualizing_galaxy;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125145128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.140234150718514;test;1.061451205;6;220;452;4;4;227;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792064133205531;train;0.525923421666667;6;10;132;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834680538653108;test;0.525923421666667;6;10;132;5;5;175;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829518038540559;train;0.234325828333333;6;25;282;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.894109772594165;test;0.234325828333333;6;25;282;5;5;700;continuous
201_pol;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484123601764879;train;3.15369853;5;200;410;23;25;10500;continuous
201_pol;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498435110856185;test;3.15369853;5;200;410;23;25;10500;continuous
wine_quality_white;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125194006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733897711401229;train;4.00746965166667;6;204;420;9;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125194006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.623045208177058;test;4.00746965166667;6;204;420;9;11;3429;multinomial
1199_BNG_echoMonths;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713186025688222;train;1.36971846831667;9;18;336;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713436453287246;test;1.36971846831667;9;18;336;7;9;12248;continuous
analcatdata_happiness;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899346646942801;train;0.914062221666667;5;200;410;1;3;42;multinomial
analcatdata_happiness;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204054_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.58078231292517;test;0.914062221666667;5;200;410;1;3;42;multinomial
609_fri_c0_1000_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207191506602934;train;1.80070825333333;10;284;588;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343397191885389;test;1.80070825333333;10;284;588;5;5;700;continuous
hungarian;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920483193277311;train;1.11456864666667;7;12;174;10;12;206;binomial
hungarian;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890491452991453;test;1.11456864666667;7;12;174;10;12;206;binomial
641_fri_c1_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124183542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214469356889086;train;2.715045575;15;332;694;3;10;350;continuous
641_fri_c1_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124183542_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345258637237915;test;2.715045575;15;332;694;3;10;350;continuous
heart_h;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958866155157715;train;1.393887515;7;240;494;12;12;206;binomial
heart_h;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125142356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883157894736842;test;1.393887515;7;240;494;12;12;206;binomial
583_fri_c1_1000_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233853356232209;train;4.97679693;10;268;556;13;50;700;continuous
583_fri_c1_1000_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360990678689832;test;4.97679693;10;268;556;13;50;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85926815580332;train;1.64808752333333;7;50;314;25;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814909290658402;test;1.64808752333333;7;50;314;25;25;700;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.419909958157731;train;0.263393818333333;3;90;186;50;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.574385530953865;test;0.263393818333333;3;90;186;50;50;175;continuous
561_cpu;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0769221217564278;train;2.186808875;11;320;662;7;7;147;continuous
561_cpu;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.065268796449865;test;2.186808875;11;320;662;7;7;147;continuous
prnn_synth;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939002089864159;train;0.820289948333333;5;200;410;2;2;175;binomial
prnn_synth;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124151554_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938122332859175;test;0.820289948333333;5;200;410;2;2;175;binomial
197_cpu_act;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185044788453269;train;8.58971372;3;160;326;10;16;5735;continuous
197_cpu_act;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210442606394186;test;8.58971372;3;160;326;10;16;5735;continuous
clean2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9956691046015;train;8.28431215333333;3;160;326;1;105;4619;binomial
clean2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995272150247805;test;8.28431215333333;3;160;326;1;105;4619;binomial
heart_h;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89983520444948;train;0.605316158333333;3;160;326;4;12;206;binomial
heart_h;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939669421487603;test;0.605316158333333;3;160;326;4;12;206;binomial
pima;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.833432362844128;train;0.868766251666667;17;32;734;8;8;538;binomial
pima;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858066119811086;test;0.868766251666667;17;32;734;8;8;538;binomial
mfeat_morphological;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917861506881231;train;0.0512448633333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910907866581868;test;0.0512448633333333;3;2;16;2;2;1400;multinomial
695_chatfield_4;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.390269070628172;train;0.13188723335;3;50;166;2;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.364250582356939;test;0.13188723335;3;50;166;2;10;165;continuous
665_sleuth_case2002;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784050533589582;train;0.666035628333333;8;12;194;2;6;103;continuous
665_sleuth_case2002;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.696916554514198;test;0.666035628333333;8;12;194;2;6;103;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860166544698126;train;2.112443095;9;280;578;5;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163813_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.908755940962912;test;2.112443095;9;280;578;5;5;70;continuous
iris;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992901992901993;train;0.0994422166666667;3;3;24;1;3;105;multinomial
iris;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993966817496229;test;0.0994422166666667;3;3;24;1;3;105;multinomial
597_fri_c2_500_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819136340241505;train;1.01265227;3;160;326;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812162246050516;test;1.01265227;3;160;326;5;5;350;continuous
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344_mv;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126104717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433233883078424;test;0.886301543333333;3;20;132;10;10;28538;continuous
195_auto_price;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255437504512782;train;1.25421814166667;6;220;452;5;10;112;continuous
195_auto_price;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29339123589;test;1.25421814166667;6;220;452;5;10;112;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.429124812133948;train;1.40066947498333;8;228;472;16;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503271854066867;test;1.40066947498333;8;228;472;16;25;175;continuous
mfeat_factors;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999641644532525;train;2.98472257666667;3;160;326;45;133;1400;multinomial
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644_fri_c4_250_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.898533189896933;train;0.172121278333333;3;90;186;2;25;175;continuous
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heart_statlog;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901147959183674;test;2.283392955;12;13;316;9;13;189;binomial
haberman;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126114201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963659147869674;train;1.65821719666667;8;260;536;3;3;215;binomial
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prnn_crabs;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998366013071895;train;0.934156935;7;208;430;4;4;140;binomial
prnn_crabs;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.934156935;7;208;430;4;4;140;binomial
4544_GeographicalOriginalofMusic;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527235244362395;train;1.10404317833333;14;268;584;28;72;742;continuous
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653_fri_c0_250_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125164055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.565674578245027;test;2.48240651333333;10;300;620;12;25;175;continuous
583_fri_c1_1000_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124202723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836293460047194;train;0.693287081666667;3;160;326;5;50;700;continuous
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1199_BNG_echoMonths;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661207017154617;train;22.1427575383333;13;360;746;7;9;12248;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.689413578718376;test;22.1427575383333;13;360;746;7;9;12248;continuous
diabetes;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845547337278106;train;0.714569893333333;13;32;566;8;8;538;binomial
diabetes;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124180823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823710965867829;test;0.714569893333333;13;32;566;8;8;538;binomial
mfeat_karhunen;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999952012543652;train;4.16508903833333;6;220;452;16;64;1400;multinomial
mfeat_karhunen;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997211623347876;test;4.16508903833333;6;220;452;16;64;1400;multinomial
218_house_8L;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446154850059977;train;8.01556994333333;20;375;792;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436071019000066;test;8.01556994333333;20;375;792;8;8;15949;continuous
631_fri_c1_500_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851503917691221;train;0.942265861666667;3;160;326;5;5;350;continuous
631_fri_c1_500_5;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830928301638997;test;0.942265861666667;3;160;326;5;5;350;continuous
626_fri_c2_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812439174960884;train;0.20183414;3;90;186;10;50;350;continuous
626_fri_c2_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830160981799772;test;0.20183414;3;90;186;10;50;350;continuous
598_fri_c0_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233711160925016;train;4.72388678333333;9;280;578;13;25;700;continuous
598_fri_c0_1000_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394917486947465;test;4.72388678333333;9;280;578;13;25;700;continuous
537_houses;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.581984085172906;train;1.01716493831667;3;12;86;6;6;14448;continuous
537_houses;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.575967810991163;test;1.01716493831667;3;12;86;6;6;14448;continuous
magic;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849046795200513;train;5.005412205;13;264;554;8;9;13314;binomial
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597_fri_c2_500_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125092913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834253177417741;test;0.202150228333333;6;25;282;5;5;350;continuous
labor;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.01505552666667;3;160;326;15;15;40;binomial
labor;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961538461538461;test;1.01505552666667;3;160;326;15;15;40;binomial
695_chatfield_4;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.341609807631865;train;1.33458126335;7;192;398;3;9;165;continuous
695_chatfield_4;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125104415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.412950956563388;test;1.33458126335;7;192;398;3;9;165;continuous
210_cloud;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227181405386338;train;1.04013392333333;6;220;452;4;5;76;continuous
210_cloud;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26922671882386;test;1.04013392333333;6;220;452;4;5;76;continuous
segmentation;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995777905602573;train;2.80004276333333;6;204;420;9;14;1617;multinomial
segmentation;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997029929579141;test;2.80004276333333;6;204;420;9;14;1617;multinomial
ionosphere;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931081371215916;train;2.973820005;15;387;804;31;32;246;binomial
ionosphere;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813593004769475;test;2.973820005;15;387;804;31;32;246;binomial
analcatdata_lawsuit;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997899159663866;train;0.623738966666667;3;160;326;3;4;185;binomial
analcatdata_lawsuit;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974025974025974;test;0.623738966666667;3;160;326;3;4;185;binomial
letter;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978775234932569;train;66.22714357;1;16;42;15;16;14000;multinomial
letter;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977772311299446;test;66.22714357;1;16;42;15;16;14000;multinomial
nikuradse_1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0633518818664432;train;0.650086086683333;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.104762746637799;test;0.650086086683333;3;160;326;2;2;254;continuous
cleveland;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.582246462698343;train;4.09726961998333;8;13;194;1;13;213;multinomial
cleveland;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.59666761809619;test;4.09726961998333;8;13;194;1;13;213;multinomial
584_fri_c4_500_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823835879722948;train;1.02840686666667;3;160;326;8;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784765794114357;test;1.02840686666667;3;160;326;8;24;350;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843315600533015;train;0.277864211666667;8;25;366;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816014590620621;test;0.277864211666667;8;25;366;5;5;700;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125192401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.655324878643195;train;16.37151995;7;240;494;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125192401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.69913285403416;test;16.37151995;7;240;494;7;9;12248;continuous
wine_quality_red;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.772198200273461;train;8.33255248666667;13;11;278;5;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.802085203046955;test;8.33255248666667;13;11;278;5;11;1120;multinomial
labor;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998666666666667;train;0.190371763333333;3;54;166;4;15;40;binomial
labor;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966666666666667;test;0.190371763333333;3;54;166;4;15;40;binomial
645_fri_c3_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821591650822153;train;0.493897496666667;8;168;364;8;50;350;continuous
645_fri_c3_500_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821186607583683;test;0.493897496666667;8;168;364;8;50;350;continuous
230_machine_cpu;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.245875573366091;train;0.313699473333333;8;30;372;6;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.320468339668429;test;0.313699473333333;8;30;372;6;6;147;continuous
titanic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125084619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80433916569373;train;0.400446026666667;7;28;322;7;7;1545;binomial
titanic;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125084619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8151012763596;test;0.400446026666667;7;28;322;7;7;1545;binomial
flags;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8855668374069;train;0.688561486666667;3;160;326;32;39;125;multinomial
flags;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.674390432098766;test;0.688561486666667;3;160;326;32;39;125;multinomial
690_visualizing_galaxy;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.106718386208734;train;0.635726538333333;3;160;326;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144869195907559;test;0.635726538333333;3;160;326;4;4;227;continuous
clean1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.414793249983333;3;112;230;92;92;334;binomial
clean1;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.414793249983333;3;112;230;92;92;334;binomial
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478363999441699;train;0.432569265;6;10;132;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125201108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.497215226631319;test;0.432569265;6;10;132;5;5;700;continuous
529_pollen;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452180988318039;train;0.119460145;3;20;148;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432015818900893;test;0.119460145;3;20;148;4;4;2694;continuous
colic;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887718511878082;train;0.730768365;10;82;468;2;22;258;binomial
colic;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857168652943301;test;0.730768365;10;82;468;2;22;258;binomial
201_pol;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.539678602470326;train;3.37386906;7;240;494;25;26;10500;continuous
201_pol;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551085551161902;test;3.37386906;7;240;494;25;26;10500;continuous
tae;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.729782786442665;train;0.276300399983333;3;5;38;5;5;106;multinomial
tae;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124172142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658266879319511;test;0.276300399983333;3;5;38;5;5;106;multinomial
1191_BNG_pbc;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783893195899132;train;35.2132718816667;1;120;242;18;18;700000;continuous
1191_BNG_pbc;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784891807604812;test;35.2132718816667;1;120;242;18;18;700000;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830014861517358;train;0.198342971666667;3;90;186;5;49;700;continuous
607_fri_c4_1000_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849818881544391;test;0.198342971666667;3;90;186;5;49;700;continuous
344_mv;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135075174847531;train;3.11306134835;5;200;410;5;10;28538;continuous
344_mv;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124164729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.132984605153051;test;3.11306134835;5;200;410;5;10;28538;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125120845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.672750958421461;train;6.319106845;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125120845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.694485050937646;test;6.319106845;3;160;326;9;9;12248;continuous
churn;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85989530869185;train;2.55720004666667;20;244;528;7;15;3500;binomial
churn;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860397400885206;test;2.55720004666667;20;244;528;7;15;3500;binomial
allhypo;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844447027292388;train;0.555017848333333;6;25;262;7;25;2639;multinomial
allhypo;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202857_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85882385361552;test;0.555017848333333;6;25;262;7;25;2639;multinomial
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breast;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125190731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991723484848485;train;0.786736906666667;3;160;326;8;9;490;binomial
breast;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125190731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988618827160494;test;0.786736906666667;3;160;326;8;9;490;binomial
auto;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999073723142872;train;1.70462474833333;8;260;536;22;22;142;multinomial
auto;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96796218487395;test;1.70462474833333;8;260;536;22;22;142;multinomial
colic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80383556380867;train;1.53710022333333;8;260;536;12;22;258;binomial
colic;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89346334416757;test;1.53710022333333;8;260;536;12;22;258;binomial
218_house_8L;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451017116666332;train;0.465875191666667;8;40;376;8;8;15949;continuous
218_house_8L;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.433699830719978;test;0.465875191666667;8;40;376;8;8;15949;continuous
562_cpu_small;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.295055670450687;train;2.545884305;7;240;494;3;12;5735;continuous
562_cpu_small;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.30937369918805;test;2.545884305;7;240;494;3;12;5735;continuous
cloud;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.615544834534604;train;0.311234078333333;5;6;66;3;6;76;multinomial
cloud;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125102524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5668430335097;test;0.311234078333333;5;6;66;3;6;76;multinomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997763864042934;train;0.67171204;3;160;326;4;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.67171204;3;160;326;4;4;185;binomial
allhyper;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996917939864571;train;6.03559585666667;15;352;734;24;25;2640;multinomial
allhyper;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965897027600849;test;6.03559585666667;15;352;734;24;25;2640;multinomial
678_visualizing_environmental;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832388317200859;train;0.558378956666667;3;160;326;1;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125185912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782826178596564;test;0.558378956666667;3;160;326;1;3;78;continuous
heart_h;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92721232256116;train;0.821357981666667;12;48;544;6;12;206;binomial
heart_h;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898889538281707;test;0.821357981666667;12;48;544;6;12;206;binomial
glass;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876169362084456;train;1.85497295;5;200;410;4;9;144;multinomial
glass;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770945479641132;test;1.85497295;5;200;410;4;9;144;multinomial
allrep;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964786609700461;train;4.79696129666667;20;443;926;4;24;2641;multinomial
allrep;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152410_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936802664174711;test;4.79696129666667;20;443;926;4;24;2641;multinomial
592_fri_c4_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125183216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835320438923869;train;0.1826641;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125183216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858844748259809;test;0.1826641;3;85;176;5;25;700;continuous
230_machine_cpu;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499932987994545;train;0.707474096666667;3;160;326;5;6;147;continuous
230_machine_cpu;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.16139433415931;test;0.707474096666667;3;160;326;5;6;147;continuous
appendicitis;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.618466658333333;3;160;326;4;4;75;binomial
appendicitis;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124211839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92;test;0.618466658333333;3;160;326;4;4;75;binomial
vehicle;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986243564686857;train;1.16745866001667;5;200;410;13;13;593;multinomial
vehicle;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934215087672213;test;1.16745866001667;5;200;410;13;13;593;multinomial
659_sleuth_ex1714;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.389849805761718;train;0.03791235;3;5;40;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.367358794603192;test;0.03791235;3;5;40;1;1;33;continuous
analcatdata_aids;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773026315789474;train;1.09180970666667;5;200;410;3;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.574074074074074;test;1.09180970666667;5;200;410;3;3;35;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.935614765;3;160;326;23;23;399;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995604395604396;test;0.935614765;3;160;326;23;23;399;binomial
228_elusage;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566657605878409;train;0.03574502;3;2;16;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530222656892806;test;0.03574502;3;2;16;1;1;39;continuous
horse_colic;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903616402970617;train;1.30114890833333;7;240;494;8;22;258;binomial
horse_colic;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863909508660304;test;1.30114890833333;7;240;494;8;22;258;binomial
flags;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844770845096932;train;1.31332637833333;6;220;452;26;39;125;multinomial
flags;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124153339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699591049382716;test;1.31332637833333;6;220;452;26;39;125;multinomial
bupa;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715213675213675;train;0.747722503333333;15;5;156;5;5;242;binomial
bupa;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.601809954751131;test;0.747722503333333;15;5;156;5;5;242;binomial
mfeat_zernike;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989757225973872;train;2.83245225;5;200;410;32;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974843934321173;test;2.83245225;5;200;410;32;32;1400;multinomial
agaricus_lepiota;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999410703048094;train;2.29003681166667;3;160;326;9;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999536390185819;test;2.29003681166667;3;160;326;9;20;5702;binomial
616_fri_c4_500_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818082220863162;train;0.336973291666667;5;130;270;6;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838795264007351;test;0.336973291666667;5;130;270;6;49;350;continuous
ring;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774308517877888;train;0.637439626666667;8;79;376;20;20;5180;binomial
ring;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161730_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.765721021176903;test;0.637439626666667;8;79;376;20;20;5180;binomial
vowel;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966647040809145;train;2.811576325;8;228;472;11;13;693;multinomial
vowel;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125171421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967020158890319;test;2.811576325;8;228;472;11;13;693;multinomial
contraceptive;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716017817246234;train;1.460818775;7;208;430;8;9;1032;multinomial
contraceptive;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718051470050062;test;1.460818775;7;208;430;8;9;1032;multinomial
adult;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910234157400875;train;29.1093178400167;5;200;410;12;12;34190;binomial
adult;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90202360167078;test;29.1093178400167;5;200;410;12;12;34190;binomial
653_fri_c0_250_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48131762519584;train;2.23696178166667;8;50;360;23;25;175;continuous
653_fri_c0_250_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4723468739259;test;2.23696178166667;8;50;360;23;25;175;continuous
hungarian;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943248532289628;train;1.88112773;9;12;212;12;12;206;binomial
hungarian;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837465564738292;test;1.88112773;9;12;212;12;12;206;binomial
prnn_fglass;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995548148148148;train;1.24322891;6;220;452;9;9;144;multinomial
prnn_fglass;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935633116883117;test;1.24322891;6;220;452;9;9;144;multinomial
twonorm;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999522499330634;train;3.89530812333333;3;160;326;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99650305090139;test;3.89530812333333;3;160;326;20;20;5180;binomial
ann_thyroid;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994640464193825;train;17.3160530766667;3;21;120;2;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992700622359007;test;17.3160530766667;3;21;120;2;21;5040;multinomial
waveform_21;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990514896514531;train;3.80619819;3;160;326;21;21;3500;multinomial
waveform_21;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963025766548651;test;3.80619819;3;160;326;21;21;3500;multinomial
coil2000;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124191104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.70502072666111;train;2.87198682;3;160;326;2;59;6876;binomial
coil2000;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124191104_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.738261781657908;test;2.87198682;3;160;326;2;59;6876;binomial
665_sleuth_case2002;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818178537966289;train;1.003016535;10;12;234;2;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.737029276890975;test;1.003016535;10;12;234;2;6;103;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607969495983526;train;0.123690945;3;4;32;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502090417525932;test;0.123690945;3;4;32;2;2;156;continuous
analcatdata_happiness;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91046626984127;train;0.0486221916666667;5;3;36;2;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.444444444444444;test;0.0486221916666667;5;3;36;2;3;42;multinomial
695_chatfield_4;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.378904744841689;train;0.799783888333333;7;20;288;9;10;165;continuous
695_chatfield_4;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369827560057763;test;0.799783888333333;7;20;288;9;10;165;continuous
1595_poker;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813778180167171;train;41.3406334666667;1;120;242;10;10;717507;continuous
1595_poker;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814387499866266;test;41.3406334666667;1;120;242;10;10;717507;continuous
hepatitis;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717345872518286;train;2.72446624333333;12;19;456;7;19;109;binomial
hepatitis;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827777777777778;test;2.72446624333333;12;19;456;7;19;109;binomial
634_fri_c2_100_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742927041661984;train;1.33171314166667;5;200;410;6;10;70;continuous
634_fri_c2_100_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.76262056705092;test;1.33171314166667;5;200;410;6;10;70;continuous
dermatology;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125090654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.982567281666667;3;160;326;24;25;257;multinomial
dermatology;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125090654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.982567281666667;3;160;326;24;25;257;multinomial
613_fri_c3_250_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.769368569432056;train;0.262497413333333;8;25;366;4;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868693729713374;test;0.262497413333333;8;25;366;4;5;175;continuous
appendicitis;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858313817330211;train;0.540378371666667;3;160;326;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857142857142857;test;0.540378371666667;3;160;326;4;4;75;binomial
1199_BNG_echoMonths;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716264784277329;train;0.161553736666667;3;45;166;8;9;12248;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.700981837120046;test;0.161553736666667;3;45;166;8;9;12248;continuous
595_fri_c0_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487027447969531;train;0.432529108333333;9;50;418;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170820_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505108369587537;test;0.432529108333333;9;50;418;6;10;700;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84039745421376;train;1.36820254998333;6;50;276;17;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125150238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.91099508101518;test;1.36820254998333;6;50;276;17;25;350;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860704572904028;train;0.641400731666667;5;20;214;6;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820975762193674;test;0.641400731666667;5;20;214;6;10;175;continuous
230_machine_cpu;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125191213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.312017485303188;train;0.96575105;15;12;374;6;6;147;continuous
230_machine_cpu;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125191213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.417282292987545;test;0.96575105;15;12;374;6;6;147;continuous
1030_ERA;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125151658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74530363916645;train;0.414396098333333;11;20;372;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125151658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791369259108051;test;0.414396098333333;11;20;372;4;4;700;continuous
heart_h;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954300222151698;train;1.19079647833333;16;48;712;11;12;206;binomial
heart_h;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906730259671436;test;1.19079647833333;16;48;712;11;12;206;binomial
634_fri_c2_100_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.676942098512488;train;0.157424513333333;3;45;176;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125145239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.934821450938452;test;0.157424513333333;3;45;176;9;9;70;continuous
651_fri_c0_100_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509785152906001;train;0.921491978316667;9;50;402;25;25;70;continuous
651_fri_c0_100_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520507207588215;test;0.921491978316667;9;50;402;25;25;70;continuous
analcatdata_bankruptcy;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980263157894737;train;0.532553795;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907407407407407;test;0.532553795;3;160;326;3;3;35;binomial
593_fri_c1_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221204127300448;train;3.61197861166667;10;300;620;9;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349830081817729;test;3.61197861166667;10;300;620;9;10;700;continuous
schizo;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698993710691824;train;0.463454695;16;13;404;13;13;238;multinomial
schizo;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.597921568627451;test;0.463454695;16;13;404;13;13;238;multinomial
contraceptive;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125095214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.723538822517212;train;2.56706936833333;9;280;578;9;9;1032;multinomial
contraceptive;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125095214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.701087050472296;test;2.56706936833333;9;280;578;9;9;1032;multinomial
churn;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874084096255325;train;1.89198936833333;6;204;420;10;15;3500;binomial
churn;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125111846_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842330349309319;test;1.89198936833333;6;204;420;10;15;3500;binomial
589_fri_c2_1000_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807935323365657;train;0.65667569665;3;50;146;18;25;700;continuous
589_fri_c2_1000_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81536035767955;test;0.65667569665;3;50;146;18;25;700;continuous
622_fri_c2_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786361733115822;train;1.44316345833333;7;224;462;18;50;700;continuous
622_fri_c2_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850271279356457;test;1.44316345833333;7;224;462;18;50;700;continuous
225_puma8NH;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747570324958445;train;1.56713005;7;16;240;2;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779166590314882;test;1.56713005;7;16;240;2;8;5735;continuous
227_cpu_small;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314666820137926;train;2.26699977833333;5;24;188;3;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.30852221274745;test;2.26699977833333;5;24;188;3;12;5735;continuous
credit_g;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818173909681411;train;4.06070238;11;20;414;13;20;700;binomial
credit_g;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766884648370497;test;4.06070238;11;20;414;13;20;700;binomial
clean1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.766047698333333;3;160;326;1;90;334;binomial
clean1;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.766047698333333;3;160;326;1;90;334;binomial
nikuradse_1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0344691032749229;train;0.565708605;3;160;326;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0791805680597669;test;0.565708605;3;160;326;2;2;254;continuous
analcatdata_asbestos;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715617715617716;train;0.0780504016666667;3;3;24;1;3;59;binomial
analcatdata_asbestos;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.695804195804196;test;0.0780504016666667;3;3;24;1;3;59;binomial
195_auto_price;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.323373344746297;train;0.392861055;8;50;386;5;10;112;continuous
195_auto_price;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324463990204841;test;0.392861055;8;50;386;5;10;112;continuous
1595_poker;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814545377956641;train;35.0722619766667;1;120;242;10;10;717507;continuous
1595_poker;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813531937890035;test;35.0722619766667;1;120;242;10;10;717507;continuous
wdbc;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993341146388238;train;1.13198526166667;3;21;130;10;21;399;binomial
wdbc;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124171918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993333333333333;test;1.13198526166667;3;21;130;10;21;399;binomial
604_fri_c4_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859655080282923;train;0.158259845;3;49;166;6;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124203934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818470331189656;test;0.158259845;3;49;166;6;10;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816895930813462;train;0.292729308333333;3;10;72;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866300178590802;test;0.292729308333333;3;10;72;5;5;350;continuous
movement_libras;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981598346482269;train;4.748157375;13;348;722;21;23;252;multinomial
movement_libras;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951301665286926;test;4.748157375;13;348;722;21;23;252;multinomial
tokyo1;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126095939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983480684220642;train;2.27216287;6;22;240;14;22;672;binomial
tokyo1;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126095939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985025220680958;test;2.27216287;6;22;240;14;22;672;binomial
segmentation;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997678960376759;train;10.83082209;3;14;88;14;14;1617;multinomial
segmentation;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996993522805361;test;10.83082209;3;14;88;14;14;1617;multinomial
611_fri_c3_100_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413649346755196;train;1.76352499333333;8;260;536;4;4;70;continuous
611_fri_c3_100_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.571326705694622;test;1.76352499333333;8;260;536;4;4;70;continuous
bupa;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.686646174863388;train;0.614853081666667;3;160;326;4;5;242;binomial
bupa;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.702947845804989;test;0.614853081666667;3;160;326;4;5;242;binomial
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125095808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.223638339193161;train;0.260986166666667;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125095808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566012890355346;test;0.260986166666667;3;6;48;0;3;333;continuous
analcatdata_bankruptcy;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983660130718954;train;0.0930093916666667;5;8;96;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928571428571429;test;0.0930093916666667;5;8;96;2;2;35;binomial
505_tecator;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0450703431887211;train;1.41507577835;6;220;452;10;19;168;continuous
505_tecator;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126083512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0832580914308416;test;1.41507577835;6;220;452;10;19;168;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755730448342083;train;2.05947389833333;8;20;330;9;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124202316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.902975771405568;test;2.05947389833333;8;20;330;9;10;175;continuous
mnist;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995521836419521;train;208.762542511667;0;100;200;662;664;49000;multinomial
mnist;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125101110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993242869578686;test;208.762542511667;0;100;200;662;664;49000;multinomial
australian;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927358719379093;train;0.494471405;8;56;376;4;14;483;binomial
australian;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922269705603039;test;0.494471405;8;56;376;4;14;483;binomial
prnn_crabs;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998570261437908;train;0.954375563333333;5;200;410;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950892857142857;test;0.954375563333333;5;200;410;4;4;140;binomial
547_no2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788449906038815;train;1.02386779;7;14;212;6;7;350;continuous
547_no2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124161537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.760133476148526;test;1.02386779;7;14;212;6;7;350;continuous
mfeat_karhunen;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998196868706433;train;23.1837471783333;3;54;138;19;64;1400;multinomial
mfeat_karhunen;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99742184436567;test;23.1837471783333;3;54;138;19;64;1400;multinomial
backache;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811728395061729;train;0.82716477;3;160;326;31;31;126;binomial
backache;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.717325227963526;test;0.82716477;3;160;326;31;31;126;binomial
618_fri_c3_1000_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124191546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808704845030155;train;0.52259418;3;72;150;28;50;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124191546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857761875326354;test;0.52259418;3;72;150;28;50;700;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661304187959844;train;297.536143873333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662322674124739;test;297.536143873333;0;100;200;5;10;700000;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828494383159026;train;1.67184716666667;8;244;504;19;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85103629662439;test;1.67184716666667;8;244;504;19;50;700;continuous
analcatdata_boxing1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988304093567251;train;0.938805306666667;5;200;410;3;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876190476190476;test;0.938805306666667;5;200;410;3;3;84;binomial
604_fri_c4_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204084949711193;train;1.49743638666667;8;252;520;6;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355678261125928;test;1.49743638666667;8;252;520;6;10;350;continuous
cars;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805638687153785;train;0.59714575;3;160;326;6;6;275;multinomial
cars;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834054834054834;test;0.59714575;3;160;326;6;6;275;multinomial
analcatdata_asbestos;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92684331797235;train;0.624851926666667;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.844444444444445;test;0.624851926666667;3;160;326;3;3;59;binomial
603_fri_c0_250_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125142254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468848993138459;train;0.73686669;3;72;150;34;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125142254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.568590851624818;test;0.73686669;3;72;150;34;50;175;continuous
pendigits;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125192507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997067781543075;train;13.0711710983333;10;252;524;16;16;7695;multinomial
pendigits;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125192507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997436797714203;test;13.0711710983333;10;252;524;16;16;7695;multinomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94515306122449;train;0.455622501666667;8;6;106;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.958333333333333;test;0.455622501666667;8;6;106;6;6;65;binomial
574_house_16H;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.521260405399644;train;3.02252267;5;200;410;12;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508007911516213;test;3.02252267;5;200;410;12;15;15949;continuous
glass2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.744249394673124;train;1.341430775;7;240;494;8;9;115;binomial
glass2;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.667857142857143;test;1.341430775;7;240;494;8;9;115;binomial
titanic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79893971291866;train;2.16578118833333;7;240;494;6;7;1545;binomial
titanic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.799928542154874;test;2.16578118833333;7;240;494;6;7;1545;binomial
583_fri_c1_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126090021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846153253873021;train;0.99909392;3;72;150;13;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126090021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828353395518593;test;0.99909392;3;72;150;13;50;700;continuous
ann_thyroid;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99743334891587;train;3.20152658333333;5;184;378;5;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995850614417141;test;3.20152658333333;5;184;378;5;20;5040;multinomial
562_cpu_small;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.346291217661131;train;1.94920508333333;5;200;410;10;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.35512517515295;test;1.94920508333333;5;200;410;10;12;5735;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.174716127726751;train;3.95323201833333;19;416;870;4;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265512244814958;test;3.95323201833333;19;416;870;4;25;700;continuous
biomed;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996761133603239;train;1.973841605;12;340;704;7;8;147;binomial
biomed;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979933110367893;test;1.973841605;12;340;704;7;8;147;binomial
581_fri_c3_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83683367951551;train;1.23823893833333;6;50;276;11;25;350;continuous
581_fri_c3_500_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847711667631473;test;1.23823893833333;6;50;276;11;25;350;continuous
646_fri_c3_500_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124191751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782937678744485;train;0.545591773333333;3;20;134;10;10;350;continuous
646_fri_c3_500_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124191751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845687500690199;test;0.545591773333333;3;20;134;10;10;350;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381206913824882;train;0.688429051666667;3;160;326;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172906_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.675879035119228;test;0.688429051666667;3;160;326;10;10;70;continuous
sonar;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860714285714286;train;1.36002993498333;6;220;452;34;59;146;binomial
sonar;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816931216931217;test;1.36002993498333;6;220;452;34;59;146;binomial
allhypo;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986550415405381;train;9.20010486;18;364;764;14;24;2639;multinomial
allhypo;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970975460658458;test;9.20010486;18;364;764;14;24;2639;multinomial
620_fri_c1_1000_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126103813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885059969473096;train;1.13615883998333;14;125;638;4;25;700;continuous
620_fri_c1_1000_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126103813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82764737447094;test;1.13615883998333;14;125;638;4;25;700;continuous
yeast;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877859797440401;train;3.08137742665;3;8;56;8;8;1036;multinomial
yeast;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125103851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867327446442701;test;3.08137742665;3;8;56;8;8;1036;multinomial
haberman;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731446341977651;train;0.303730443333333;14;12;290;3;3;215;binomial
haberman;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.617690058479532;test;0.303730443333333;14;12;290;3;3;215;binomial
ann_thyroid;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125141037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999929338475538;train;2.77349587333333;3;160;326;21;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125141037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999354366219491;test;2.77349587333333;3;160;326;21;21;5040;multinomial
agaricus_lepiota;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999987299168095;train;2.26075085;3;160;326;10;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160844_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999997988847489;test;2.26075085;3;160;326;10;20;5702;binomial
credit_g;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124184202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.83216456287985;train;1.01039152833333;12;80;544;18;20;700;binomial
credit_g;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124184202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.776469935039698;test;1.01039152833333;12;80;544;18;20;700;binomial
592_fri_c4_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847620012361956;train;1.90736178;7;50;314;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125194126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833241848753002;test;1.90736178;7;50;314;5;25;700;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795063261877186;train;2.34742127833333;3;85;176;16;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796324724267778;test;2.34742127833333;3;85;176;16;18;700000;continuous
auto;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965364102986386;train;1.09837695666667;3;160;326;20;20;142;multinomial
auto;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849531368102797;test;1.09837695666667;3;160;326;20;20;142;multinomial
564_fried;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487944314124164;train;0.32291858;5;50;250;10;10;28538;continuous
564_fried;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490981761290921;test;0.32291858;5;50;250;10;10;28538;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995815786632113;train;0.670976798333333;3;160;326;7;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989450549450549;test;0.670976798333333;3;160;326;7;21;399;binomial
agaricus_lepiota;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999926933370134;train;2.13436427166667;3;160;326;10;20;5702;binomial
agaricus_lepiota;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999875174654818;test;2.13436427166667;3;160;326;10;20;5702;binomial
clean1;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.77977504;3;160;326;1;96;334;binomial
clean1;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.77977504;3;160;326;1;96;334;binomial
678_visualizing_environmental;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.719443888137562;train;0.56793809;3;160;326;3;3;78;continuous
678_visualizing_environmental;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.750631000667326;test;0.56793809;3;160;326;3;3;78;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125094005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858575266902973;train;0.822581241666667;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125094005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866482326716128;test;0.822581241666667;3;160;326;5;25;700;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450035727152658;train;1.24773801833333;5;200;410;49;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484130520789939;test;1.24773801833333;5;200;410;49;50;350;continuous
titanic;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886116124394702;train;1.52784339666667;3;160;326;7;7;1545;binomial
titanic;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.790348621966269;test;1.52784339666667;3;160;326;7;7;1545;binomial
344_mv;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.138544549336426;train;4.46076075668333;7;208;430;6;9;28538;continuous
344_mv;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.13942320988025;test;4.46076075668333;7;208;430;6;9;28538;continuous
german;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.831293189505617;train;1.42347608165;17;80;754;13;20;700;binomial
german;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.762766920496299;test;1.42347608165;17;80;754;13;20;700;binomial
201_pol;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.72225461786413;train;2.936662485;3;51;146;26;26;10500;continuous
201_pol;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.728058448023865;test;2.936662485;3;51;146;26;26;10500;continuous
218_house_8L;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506137524341185;train;3.55721147833333;5;16;170;7;8;15949;continuous
218_house_8L;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503966271614236;test;3.55721147833333;5;16;170;7;8;15949;continuous
analcatdata_bankruptcy;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963815789473684;train;0.308775206666667;3;128;262;1;3;35;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.833333333333333;test;0.308775206666667;3;128;262;1;3;35;binomial
optdigits;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999820635584492;train;4.032630875;3;160;326;52;61;3934;multinomial
optdigits;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999098904238848;test;4.032630875;3;160;326;52;61;3934;multinomial
588_fri_c4_1000_100;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831620477312913;train;0.30542273;3;90;186;5;99;700;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827108829415663;test;0.30542273;3;90;186;5;99;700;continuous
560_bodyfat;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0446231007376737;train;0.812074395;3;26;150;1;13;177;continuous
560_bodyfat;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0407531426115256;test;0.812074395;3;26;150;1;13;177;continuous
confidence;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960582010582011;train;0.723262836666667;3;160;326;1;1;51;multinomial
confidence;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962777777777778;test;0.723262836666667;3;160;326;1;1;51;multinomial
Hill_Valley_with_noise;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.540109579003464;train;0.0429826683333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.527504105090312;test;0.0429826683333333;3;4;32;1;1;849;binomial
lupus;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.0551482383333333;3;8;64;1;2;61;binomial
lupus;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793939393939394;test;0.0551482383333333;3;8;64;1;2;61;binomial
waveform_21;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125101856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969891572352966;train;15.1670802883333;7;21;236;19;21;3500;multinomial
waveform_21;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125101856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966550700261941;test;15.1670802883333;7;21;236;19;21;3500;multinomial
1089_USCrime;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.368559551382586;train;0.174917975;6;8;108;4;4;33;continuous
1089_USCrime;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331187848388244;test;0.174917975;6;8;108;4;4;33;continuous
1199_BNG_echoMonths;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.691934117141207;train;8.50265405;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.690604118691011;test;8.50265405;3;160;326;9;9;12248;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48393829692407;train;1.02967404166667;3;160;326;5;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523424581683491;test;1.02967404166667;3;160;326;5;10;700;continuous
biomed;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96688879633486;train;0.551651678333333;3;160;326;6;8;147;binomial
biomed;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124170604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932692307692308;test;0.551651678333333;3;160;326;6;8;147;binomial
hypothyroid;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125094453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927492507403926;train;6.035925765;10;20;324;15;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125094453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931340506838295;test;6.035925765;10;20;324;15;20;2215;binomial
waveform_21;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967135137180456;train;14.7979427766667;6;21;206;21;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96713973350217;test;14.7979427766667;6;21;206;21;21;3500;multinomial
mfeat_morphological;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916383251823844;train;0.91058002;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916826441660762;test;0.91058002;3;2;16;2;2;1400;multinomial
schizo;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.647802735349905;train;2.37703471166667;8;13;206;2;13;238;multinomial
schizo;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.661640522875817;test;2.37703471166667;8;13;206;2;13;238;multinomial
buggyCrx;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906950053501778;train;2.60136654833333;10;14;258;3;14;483;binomial
buggyCrx;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904580520732883;test;2.60136654833333;10;14;258;3;14;483;binomial
irish;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854670881490994;train;0.666426525016667;3;160;326;4;4;350;binomial
irish;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86845466155811;test;0.666426525016667;3;160;326;4;4;350;binomial
589_fri_c2_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232252494573976;train;1.76294496333333;5;200;410;6;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327302797657075;test;1.76294496333333;5;200;410;6;25;700;continuous
197_cpu_act;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146738424061271;train;11.729401305;6;220;452;11;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211042327479983;test;11.729401305;6;220;452;11;17;5735;continuous
analcatdata_asbestos;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861689814814815;train;0.735624788333333;3;160;326;2;3;59;binomial
analcatdata_asbestos;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9;test;0.735624788333333;3;160;326;2;3;59;binomial
611_fri_c3_100_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.755815358314699;train;0.869474593333333;3;160;326;4;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.0311562039489;test;0.869474593333333;3;160;326;4;4;70;continuous
1191_BNG_pbc;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77953763072957;train;31.1274674033333;5;36;230;18;18;700000;continuous
1191_BNG_pbc;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780623448179431;test;31.1274674033333;5;36;230;18;18;700000;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.773081062545984;train;0.429337535;6;150;312;37;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124182033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.881484326332051;test;0.429337535;6;150;312;37;50;350;continuous
segmentation;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997450477263636;train;9.458865055;3;14;84;14;14;1617;multinomial
segmentation;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996776663754988;test;9.458865055;3;14;84;14;14;1617;multinomial
clean1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.164008303333333;3;52;110;2;89;334;binomial
clean1;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125093621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.164008303333333;3;52;110;2;89;334;binomial
628_fri_c3_1000_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126091155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201689061960786;train;1.61192519;8;260;536;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126091155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310917993980659;test;1.61192519;8;260;536;5;5;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797676747013274;train;1.84649593166667;11;50;482;11;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871595934851132;test;1.84649593166667;11;50;482;11;25;700;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991329479768786;train;0.93086505;3;160;326;4;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962301587301587;test;0.93086505;3;160;326;4;4;185;binomial
breast;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996617197730249;train;1.51029637333333;7;9;134;7;9;490;binomial
breast;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989278957326046;test;1.51029637333333;7;9;134;7;9;490;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997678436453947;train;0.887619141666667;3;23;134;23;23;399;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124211906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996336996336996;test;0.887619141666667;3;23;134;23;23;399;binomial
593_fri_c1_1000_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831846181397078;train;0.845004806666667;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815906436909641;test;0.845004806666667;3;160;326;5;10;700;continuous
german;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8231119635579;train;0.786658618333333;3;160;326;20;20;700;binomial
german;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.727113543091655;test;0.786658618333333;3;160;326;20;20;700;binomial
592_fri_c4_1000_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817488521774063;train;1.73751251666667;6;220;452;19;25;700;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822573130757769;test;1.73751251666667;6;220;452;19;25;700;continuous
mfeat_karhunen;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9942137285092;train;2.85420839833333;3;160;326;47;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994965357973268;test;2.85420839833333;3;160;326;47;64;1400;multinomial
banana;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.545302678604326;train;1.22737332166667;8;219;454;2;2;3710;binomial
banana;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125110025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.537473633344937;test;1.22737332166667;8;219;454;2;2;3710;binomial
1030_ERA;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.729608015142414;train;0.742240568333333;3;160;326;2;4;700;continuous
1030_ERA;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125114546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.797307177653789;test;0.742240568333333;3;160;326;2;4;700;continuous
hepatitis;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886363636363636;train;1.43302407833333;19;72;846;2;18;109;binomial
hepatitis;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535064935064935;test;1.43302407833333;19;72;846;2;18;109;binomial
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503494191231431;train;0.304598756666667;7;50;334;7;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125140556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495872767821045;test;0.304598756666667;7;50;334;7;10;700;continuous
579_fri_c0_250_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124190710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444904181732302;train;0.948396001666667;3;160;326;5;5;175;continuous
579_fri_c0_250_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124190710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.606960415033731;test;0.948396001666667;3;160;326;5;5;175;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860266775805615;train;0.897390741666667;3;160;326;10;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866308310632952;test;0.897390741666667;3;160;326;10;50;700;continuous
appendicitis;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818333333333333;train;0.598021288333333;3;160;326;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125111611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926666666666667;test;0.598021288333333;3;160;326;1;4;75;binomial
new_thyroid;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982971182000308;train;0.975150386666667;5;200;410;1;5;151;multinomial
new_thyroid;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966804570527975;test;0.975150386666667;5;200;410;1;5;151;multinomial
heart_h;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91623879995973;train;0.528108255;8;48;376;4;12;206;binomial
heart_h;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88281706604325;test;0.528108255;8;48;376;4;12;206;binomial
643_fri_c2_500_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870140746415631;train;1.384379065;5;200;410;12;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.906206980389148;test;1.384379065;5;200;410;12;25;350;continuous
cars;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.619312714983333;3;160;326;1;6;275;multinomial
cars;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999217527386542;test;0.619312714983333;3;160;326;1;6;275;multinomial
glass2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.827784503631961;train;0.746511463333333;13;36;586;8;9;115;binomial
glass2;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.721428571428571;test;0.746511463333333;13;36;586;8;9;115;binomial
glass;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923786548581697;train;0.143742116666667;6;9;110;5;9;144;multinomial
glass;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843458542837425;test;0.143742116666667;6;9;110;5;9;144;multinomial
credit_g;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965728788008892;train;1.37198611166667;5;200;410;20;20;700;binomial
credit_g;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784298484259619;test;1.37198611166667;5;200;410;20;20;700;binomial
648_fri_c1_250_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.731110590929257;train;0.719021595;3;160;326;46;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863113037005676;test;0.719021595;3;160;326;46;50;175;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820554973363349;train;1.13933619666667;5;200;410;20;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866709250598808;test;1.13933619666667;5;200;410;20;50;350;continuous
1191_BNG_pbc;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80284124136875;train;34.33924851;3;36;146;15;18;700000;continuous
1191_BNG_pbc;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804820565170426;test;34.33924851;3;36;146;15;18;700000;continuous
wine_quality_red;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792649667888164;train;0.41443233165;11;11;232;4;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.679231152251008;test;0.41443233165;11;11;232;4;11;1120;multinomial
satimage;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980084139226441;train;0.781365876666667;8;25;272;25;25;4505;multinomial
satimage;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125155631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978947769724385;test;0.781365876666667;8;25;272;25;25;4505;multinomial
ring;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.768157513068919;train;1.75538606;3;160;326;20;20;5180;binomial
ring;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780273350999814;test;1.75538606;3;160;326;20;20;5180;binomial
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361497073400445;train;1.98675178668333;3;160;326;10;72;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.493194905481395;test;1.98675178668333;3;160;326;10;72;742;continuous
594_fri_c2_100_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124182147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312054271079704;train;1.02409371166667;5;200;410;2;5;70;continuous
594_fri_c2_100_5;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124182147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.554656019606001;test;1.02409371166667;5;200;410;2;5;70;continuous
573_cpu_act;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.270436068869154;train;3.22315000166667;20;298;636;4;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278308343496232;test;3.22315000166667;20;298;636;4;17;5735;continuous
analcatdata_authorship;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999700560762;train;1.11485136833333;3;160;326;19;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125102051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999342155956234;test;1.11485136833333;3;160;326;19;70;589;multinomial
analcatdata_lawsuit;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995183044315992;train;0.120935791666667;3;16;116;2;4;185;binomial
analcatdata_lawsuit;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.120935791666667;3;16;116;2;4;185;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949250288350634;train;0.62271707;3;160;326;4;7;68;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922077922077922;test;0.62271707;3;160;326;4;7;68;binomial
waveform_40;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952163706986389;train;2.03218049833333;5;200;410;15;40;3500;multinomial
waveform_40;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953500735680628;test;2.03218049833333;5;200;410;15;40;3500;multinomial
643_fri_c2_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200881280913668;train;2.07580203333333;10;300;620;6;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124193804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352842399378744;test;2.07580203333333;10;300;620;6;25;350;continuous
mfeat_karhunen;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998694342916777;train;1.05507686833333;5;59;222;20;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994558976301195;test;1.05507686833333;5;59;222;20;64;1400;multinomial
magic;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929559423594986;train;11.3118033366667;3;160;326;9;9;13314;binomial
magic;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125135636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906113097995514;test;11.3118033366667;3;160;326;9;9;13314;binomial
cleveland;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830802889418274;train;2.34620074335;10;300;620;12;13;213;multinomial
cleveland;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.668978266460905;test;2.34620074335;10;300;620;12;13;213;multinomial
vehicle;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914582319105196;train;0.29640518165;9;13;198;11;13;593;multinomial
vehicle;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908775506677077;test;0.29640518165;9;13;198;11;13;593;multinomial
credit_g;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764111764181146;train;0.911940731666667;3;160;326;20;20;700;binomial
credit_g;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.77223096846275;test;0.911940731666667;3;160;326;20;20;700;binomial
1030_ERA;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.723629780208246;train;0.660905051666667;3;160;326;2;4;700;continuous
1030_ERA;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083713_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.771531294011044;test;0.660905051666667;3;160;326;2;4;700;continuous
657_fri_c2_250_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779341502290619;train;0.380717948333333;8;50;376;10;10;175;continuous
657_fri_c2_250_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824982887707322;test;0.380717948333333;8;50;376;10;10;175;continuous
credit_a;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919553208491123;train;0.977286723316667;5;200;410;9;13;483;binomial
credit_a;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924589700056593;test;0.977286723316667;5;200;410;9;13;483;binomial
706_sleuth_case1202;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.598039164249629;train;0.389374756666667;9;30;428;4;6;66;continuous
706_sleuth_case1202;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.545527400568041;test;0.389374756666667;9;30;428;4;6;66;continuous
prnn_fglass;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988228586072138;train;1.34228551333333;7;240;494;9;9;144;multinomial
prnn_fglass;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927795414462081;test;1.34228551333333;7;240;494;9;9;144;multinomial
segmentation;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997540279540232;train;7.13224426166667;3;13;86;10;13;1617;multinomial
segmentation;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997475350411812;test;7.13224426166667;3;13;86;10;13;1617;multinomial
210_cloud;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.253713655173253;train;1.09339109666667;6;220;452;5;5;76;continuous
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623_fri_c4_1000_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125103814_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824973167787007;train;0.302594803333333;7;50;334;5;10;700;continuous
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1030_ERA;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126100550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750683411882606;train;0.304572923316667;9;20;352;4;4;700;continuous
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590_fri_c0_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481246967550948;train;0.409426538333333;5;130;270;20;50;700;continuous
590_fri_c0_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486807927662421;test;0.409426538333333;5;130;270;20;50;700;continuous
228_elusage;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126104509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446568023364689;train;0.687375143333333;3;160;326;1;1;39;continuous
228_elusage;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126104509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466769042974531;test;0.687375143333333;3;160;326;1;1;39;continuous
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auto;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814635804574829;train;1.72073602666667;8;260;536;17;21;142;multinomial
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584_fri_c4_500_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126091451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820520233549808;train;0.186014021666667;3;90;186;5;25;350;continuous
584_fri_c4_500_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126091451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796773530186021;test;0.186014021666667;3;90;186;5;25;350;continuous
505_tecator;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0957086726594635;train;0.691844573333333;3;38;150;8;19;168;continuous
505_tecator;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0972134968534333;test;0.691844573333333;3;38;150;8;19;168;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243059123107639;train;0.701919725;3;160;326;5;5;350;continuous
597_fri_c2_500_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122941_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.366162205182912;test;0.701919725;3;160;326;5;5;350;continuous
nikuradse_2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821585222199037;train;0.512740346666667;3;154;314;0;1;254;continuous
nikuradse_2;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124203728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.774931503822394;test;0.512740346666667;3;154;314;0;1;254;continuous
credit_g;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913986381342241;train;5.67831644833333;20;480;1000;18;20;700;binomial
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spambase;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984909071809231;train;0.312775181666667;3;80;166;54;54;3221;binomial
spambase;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125104145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983432495484483;test;0.312775181666667;3;80;166;54;54;3221;binomial
flags;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844724438309946;train;7.30687206333333;11;39;474;14;39;125;multinomial
flags;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694543473955239;test;7.30687206333333;11;39;474;14;39;125;multinomial
503_wind;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392014937249054;train;4.83628436333333;3;160;326;14;14;4602;continuous
503_wind;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125170009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.453058106327325;test;4.83628436333333;3;160;326;14;14;4602;continuous
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mfeat_karhunen;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124183400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996808296963783;test;19.0525037683333;3;62;138;15;64;1400;multinomial
analcatdata_happiness;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.698229548229548;train;0.669941441666667;3;160;326;2;3;42;multinomial
analcatdata_happiness;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.636507936507937;test;0.669941441666667;3;160;326;2;3;42;multinomial
collins;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.26423580166667;3;160;326;5;20;340;multinomial
collins;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.26423580166667;3;160;326;5;20;340;multinomial
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841619985223534;train;0.114023173333333;3;25;156;4;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891449776748721;test;0.114023173333333;3;25;156;4;5;700;continuous
shuttle;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792280010055893;train;48.923556325;1;8;24;4;8;40600;multinomial
shuttle;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777454816117773;test;48.923556325;1;8;24;4;8;40600;multinomial
segmentation;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999634825007473;train;1.27507981;3;160;326;13;13;1617;multinomial
segmentation;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998696800124933;test;1.27507981;3;160;326;13;13;1617;multinomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844117647058824;train;0.998600225;6;220;452;2;5;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785714285714286;test;0.998600225;6;220;452;2;5;37;binomial
cleveland;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.582246462698343;train;4.617403495;8;13;214;1;13;213;multinomial
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706_sleuth_case1202;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.621572152235255;train;0.61496867;13;30;596;1;6;66;continuous
706_sleuth_case1202;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.610569365773515;test;0.61496867;13;30;596;1;6;66;continuous
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penguins;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082651_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.548557115;3;7;50;5;7;241;multinomial
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635_fri_c0_250_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487613191243418;train;1.94558744666667;10;20;410;10;10;175;continuous
635_fri_c0_250_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600915921624523;test;1.94558744666667;10;20;410;10;10;175;continuous
687_sleuth_ex1605;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459149050498405;train;1.05634836333333;5;200;410;1;5;44;continuous
687_sleuth_ex1605;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.565770444538652;test;1.05634836333333;5;200;410;1;5;44;continuous
620_fri_c1_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251529101591416;train;1.76417762166667;6;220;452;8;25;700;continuous
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615_fri_c4_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310921592860115;train;1.72119525;8;260;536;3;10;175;continuous
615_fri_c4_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.531201953732356;test;1.72119525;8;260;536;3;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83039219385676;train;0.89385065;3;160;326;5;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125144751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817795879321933;test;0.89385065;3;160;326;5;10;175;continuous
horse_colic;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903551824346141;train;0.272775648333333;3;65;174;4;22;258;binomial
horse_colic;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857723577235772;test;0.272775648333333;3;65;174;4;22;258;binomial
australian;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125195746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951413088932255;train;0.950658028333333;3;160;326;13;14;483;binomial
australian;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125195746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918778153153153;test;0.950658028333333;3;160;326;13;14;483;binomial
cloud;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997412008281574;train;0.644864363333333;3;160;326;1;6;76;multinomial
cloud;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849074074074074;test;0.644864363333333;3;160;326;1;6;76;multinomial
phoneme;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815999519172978;train;2.54555026165;20;326;692;5;5;3783;binomial
phoneme;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803583564565365;test;2.54555026165;20;326;692;5;5;3783;binomial
602_fri_c3_250_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.23056412887906;train;2.18564842501667;14;380;788;3;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401455613269222;test;2.18564842501667;14;380;788;3;9;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785670889053122;train;0.60639397665;7;10;152;5;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821526072101509;test;0.60639397665;7;10;152;5;5;175;continuous
analcatdata_boxing2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.752801120448179;train;0.0830396533333333;3;3;24;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.542105263157895;test;0.0830396533333333;3;3;24;1;3;93;binomial
allbp;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994066165809938;train;2.483643195;5;200;410;2;25;2641;multinomial
allbp;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992217813051146;test;2.483643195;5;200;410;2;25;2641;multinomial
586_fri_c3_1000_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810943043344672;train;0.153676855;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125150821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813476487971791;test;0.153676855;3;85;176;5;25;700;continuous
australian;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945001045441873;train;0.625598758333333;3;160;326;12;14;483;binomial
australian;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91699512012012;test;0.625598758333333;3;160;326;12;14;483;binomial
4544_GeographicalOriginalofMusic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.374497043208516;train;0.827053870016667;3;160;326;49;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.401912738025859;test;0.827053870016667;3;160;326;49;72;742;continuous
644_fri_c4_250_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826871512684679;train;0.314173158333333;5;117;270;14;24;175;continuous
644_fri_c4_250_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125160504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796427080239256;test;0.314173158333333;5;117;270;14;24;175;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816614983738006;train;1.54944623833333;7;20;288;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840295234523954;test;1.54944623833333;7;20;288;10;10;700;continuous
contraceptive;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797942589136339;train;2.14436409333333;7;240;494;5;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747939342740543;test;2.14436409333333;7;240;494;5;9;1032;multinomial
biomed;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124184034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953144523115369;train;0.312924031666667;3;8;56;6;8;147;binomial
biomed;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124184034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974358974358974;test;0.312924031666667;3;8;56;6;8;147;binomial
letter;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979861713386216;train;13.9751727033333;5;200;410;16;16;14000;multinomial
letter;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976065533187725;test;13.9751727033333;5;200;410;16;16;14000;multinomial
movement_libras;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995441646816966;train;3.04300528166667;8;260;536;18;22;252;multinomial
movement_libras;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937612478853976;test;3.04300528166667;8;260;536;18;22;252;multinomial
adult;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897378107466855;train;4.38380329166667;10;48;458;9;12;34190;binomial
adult;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895459751041106;test;4.38380329166667;10;48;458;9;12;34190;binomial
192_vineyard;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.572773489428067;train;0.137977023333333;7;4;64;2;2;37;continuous
192_vineyard;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493715673713636;test;0.137977023333333;7;4;64;2;2;37;continuous
phoneme;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975689503911059;train;3.79416115333333;19;413;866;5;5;3783;binomial
phoneme;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942972615991368;test;3.79416115333333;19;413;866;5;5;3783;binomial
analcatdata_asbestos;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125193809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863479262672811;train;0.318343975016667;12;3;78;3;3;59;binomial
analcatdata_asbestos;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125193809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844444444444445;test;0.318343975016667;12;3;78;3;3;59;binomial
vehicle;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999619482496195;train;2.12233456666667;8;260;536;13;13;593;multinomial
vehicle;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937798882545259;test;2.12233456666667;8;260;536;13;13;593;multinomial
573_cpu_act;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125104343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331549818393209;train;1.280704525;3;29;134;1;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125104343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.346526372738512;test;1.280704525;3;29;134;1;17;5735;continuous
pima;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878565381359193;train;2.48566933666667;12;340;704;3;8;538;binomial
pima;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83237322515213;test;2.48566933666667;12;340;704;3;8;538;binomial
596_fri_c2_250_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255670085515492;train;1.25408562833333;6;220;452;3;5;175;continuous
596_fri_c2_250_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522899838035044;test;1.25408562833333;6;220;452;3;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835796027305747;train;0.846628448316667;3;160;326;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810812928408602;test;0.846628448316667;3;160;326;5;5;175;continuous
heart_statlog;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966036015500342;train;1.29096056833333;9;13;232;9;13;189;binomial
heart_statlog;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125173039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834761321909425;test;1.29096056833333;9;13;232;9;13;189;binomial
horse_colic;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917037716081718;train;1.50341825666667;5;200;410;6;22;258;binomial
horse_colic;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849862258953168;test;1.50341825666667;5;200;410;6;22;258;binomial
591_fri_c1_100_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125183737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802528642054825;train;0.247341859983333;3;18;126;7;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125183737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.933916300717146;test;0.247341859983333;3;18;126;7;9;70;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831105210671073;train;4.37111488833333;12;100;528;16;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161000_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858300215093839;test;4.37111488833333;12;100;528;16;50;700;continuous
Hill_Valley_with_noise;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.564567864238227;train;1.05425426166667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.527049180327869;test;1.05425426166667;3;160;326;1;1;849;binomial
658_fri_c3_250_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786308020596888;train;1.72298961;9;48;402;10;24;175;continuous
658_fri_c3_250_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915339073540751;test;1.72298961;9;48;402;10;24;175;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.542112514075352;train;1.37770997;6;220;452;10;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551368738572994;test;1.37770997;6;220;452;10;10;70;continuous
banana;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.553279199764637;train;0.0656457466833333;3;2;16;2;2;3710;binomial
banana;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.538431983981226;test;0.0656457466833333;3;2;16;2;2;3710;binomial
656_fri_c1_100_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.912725867715254;train;0.160440383333333;3;10;76;4;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.905300364128255;test;0.160440383333333;3;10;76;4;5;70;continuous
confidence;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880435305435305;train;0.802327508333333;3;160;326;1;1;51;multinomial
confidence;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866666666666667;test;0.802327508333333;3;160;326;1;1;51;multinomial
collins;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.47031145333333;3;160;326;10;20;340;multinomial
collins;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.47031145333333;3;160;326;10;20;340;multinomial
527_analcatdata_election2000;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.301462799301804;train;0.741729301683333;3;160;326;2;2;47;continuous
527_analcatdata_election2000;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.387262947179727;test;0.741729301683333;3;160;326;2;2;47;continuous
344_mv;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0315426105087961;train;36.9376780066667;6;220;452;10;10;28538;continuous
344_mv;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0330545166768151;test;36.9376780066667;6;220;452;10;10;28538;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480274665074928;train;0.343755708333333;5;130;270;25;50;700;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488134331937983;test;0.343755708333333;5;130;270;25;50;700;continuous
iris;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996638655462185;train;0.0267804733166667;3;3;24;3;3;105;multinomial
iris;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998611111111111;test;0.0267804733166667;3;3;24;3;3;105;multinomial
622_fri_c2_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204396494324756;train;2.41790966833333;5;200;410;10;50;700;continuous
622_fri_c2_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307788776525653;test;2.41790966833333;5;200;410;10;50;700;continuous
penguins;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915489858587439;train;0.225183875;12;7;176;1;7;241;multinomial
penguins;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882063492063492;test;0.225183875;12;7;176;1;7;241;multinomial
618_fri_c3_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825879360372428;train;0.228670045;3;90;186;16;50;700;continuous
618_fri_c3_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849143229604348;test;0.228670045;3;90;186;16;50;700;continuous
horse_colic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891230867346939;train;1.710343265;8;260;536;2;22;258;binomial
horse_colic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125083102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847222222222222;test;1.710343265;8;260;536;2;22;258;binomial
appendicitis;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.868661257606491;train;0.0994383616666667;3;4;30;1;4;75;binomial
appendicitis;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164841_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814814814814815;test;0.0994383616666667;3;4;30;1;4;75;binomial
mfeat_zernike;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124183622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985985289414202;train;3.43377566166667;7;224;462;31;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124183622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976598362301764;test;3.43377566166667;7;224;462;31;32;1400;multinomial
saheart;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780821330589849;train;1.00453116833333;6;220;452;8;9;324;binomial
saheart;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786449016100179;test;1.00453116833333;6;220;452;8;9;324;binomial
527_analcatdata_election2000;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198349167055449;train;0.592446406666667;3;160;326;2;2;47;continuous
527_analcatdata_election2000;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141133638268925;test;0.592446406666667;3;160;326;2;2;47;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826789533775474;train;1.16790928;3;72;150;16;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892302431944176;test;1.16790928;3;72;150;16;50;350;continuous
tokyo1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995888993325548;train;1.36909922666667;3;160;326;20;22;672;binomial
tokyo1;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985512750949539;test;1.36909922666667;3;160;326;20;22;672;binomial
574_house_16H;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.589238886309596;train;3.76958826166667;11;256;534;11;15;15949;continuous
574_house_16H;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.60383047481342;test;3.76958826166667;11;256;534;11;15;15949;continuous
analcatdata_creditscore;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989795918367347;train;0.171864963333333;3;6;44;1;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.171864963333333;3;6;44;1;6;70;binomial
profb;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.604020447076961;train;0.690227151666667;3;160;326;2;9;471;binomial
profb;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.686789930942303;test;0.690227151666667;3;160;326;2;9;471;binomial
649_fri_c0_500_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476342975243509;train;1.63626186835;8;244;504;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43962290148564;test;1.63626186835;8;244;504;5;5;350;continuous
analcatdata_lawsuit;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999649859943978;train;0.679678211666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.679678211666667;3;160;326;2;4;185;binomial
sleep;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900990066907621;train;31.3924094766667;0;100;200;13;13;74136;multinomial
sleep;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897245657672197;test;31.3924094766667;0;100;200;13;13;74136;multinomial
582_fri_c1_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823399252677828;train;1.92993511333333;6;50;276;3;25;350;continuous
582_fri_c1_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125141159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871760182401316;test;1.92993511333333;6;50;276;3;25;350;continuous
1595_poker;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165134_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816298218081482;train;48.0386391083333;1;20;54;9;10;717507;continuous
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635_fri_c0_250_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.574669562343279;train;2.76138840166667;14;278;584;10;10;175;continuous
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allhyper;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996651244993074;train;1.60664691;3;160;326;25;25;2640;multinomial
allhyper;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969316688265733;test;1.60664691;3;160;326;25;25;2640;multinomial
602_fri_c3_250_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829459807007292;train;0.419152791666667;8;50;376;8;10;175;continuous
602_fri_c3_250_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125091735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818194659518365;test;0.419152791666667;8;50;376;8;10;175;continuous
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churn;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865352716548473;train;9.83418139666667;17;15;492;9;15;3500;binomial
churn;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.847236958765134;test;9.83418139666667;17;15;492;9;15;3500;binomial
1199_BNG_echoMonths;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125131757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713835611942419;train;2.13971644333333;3;160;326;5;9;12248;continuous
1199_BNG_echoMonths;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125131757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.712040702610809;test;2.13971644333333;3;160;326;5;9;12248;continuous
344_mv;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45196697606756;train;0.226698641666667;3;45;166;7;9;28538;continuous
344_mv;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452882762970657;test;0.226698641666667;3;45;166;7;9;28538;continuous
saheart;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770034843205575;train;2.05233348666667;16;9;292;9;9;324;binomial
saheart;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83530299220518;test;2.05233348666667;16;9;292;9;9;324;binomial
622_fri_c2_1000_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768022562071045;train;0.269488151666667;3;90;186;46;50;700;continuous
622_fri_c2_1000_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872625012911735;test;0.269488151666667;3;90;186;46;50;700;continuous
breast_w;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995649689395196;train;0.512183821666667;3;9;62;8;9;490;binomial
breast_w;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124173058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978000811030008;test;0.512183821666667;3;9;62;8;9;490;binomial
649_fri_c0_500_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455995259243446;train;0.11426037;3;25;156;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474516606387252;test;0.11426037;3;25;156;5;5;350;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320712018689561;train;2.594613805;16;388;808;3;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124192811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.567372695569981;test;2.594613805;16;388;808;3;25;175;continuous
banana;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126094419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.552220888355342;train;0.0775721616666667;3;8;64;2;2;3710;binomial
banana;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126094419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.540385723431498;test;0.0775721616666667;3;8;64;2;2;3710;binomial
537_houses;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471942602622962;train;28.2228876483333;15;320;670;4;5;14448;continuous
537_houses;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.519557846918862;test;28.2228876483333;15;320;670;4;5;14448;continuous
294_satellite_image;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458507278353269;train;2.69302800831667;3;50;146;26;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476021489697502;test;2.69302800831667;3;50;146;26;26;4505;continuous
560_bodyfat;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0450447198204903;train;0.476264851666667;3;26;150;1;13;177;continuous
560_bodyfat;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0501898375108192;test;0.476264851666667;3;26;150;1;13;177;continuous
678_visualizing_environmental;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.640465855770397;train;0.959533393333333;5;200;410;2;3;78;continuous
678_visualizing_environmental;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.856843340593486;test;0.959533393333333;5;200;410;2;3;78;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832255553208111;train;1.04772137333333;3;160;326;10;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818995003597016;test;1.04772137333333;3;160;326;10;10;700;continuous
695_chatfield_4;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.303279258255535;train;0.754084738333333;6;18;232;4;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124161406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.376458379202558;test;0.754084738333333;6;18;232;4;9;165;continuous
581_fri_c3_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793759699181438;train;1.52723140166667;5;50;234;7;25;350;continuous
581_fri_c3_500_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833446151481;test;1.52723140166667;5;50;234;7;25;350;continuous
294_satellite_image;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447391667497067;train;0.23058502;3;85;176;26;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125090203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.471943999324043;test;0.23058502;3;85;176;26;26;4505;continuous
195_auto_price;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.381891760269542;train;1.36982951333333;7;240;494;1;10;112;continuous
195_auto_price;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452835051430004;test;1.36982951333333;7;240;494;1;10;112;continuous
mfeat_zernike;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988629982268395;train;36.2557673133333;3;32;134;33;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98076534677434;test;36.2557673133333;3;32;134;33;33;1400;multinomial
1199_BNG_echoMonths;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125131757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.711393099694632;train;0.42456887;7;45;334;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125131757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.708771663533128;test;0.42456887;7;45;334;9;9;12248;continuous
twonorm;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998578366361667;train;4.45704898833333;3;160;326;20;20;5180;binomial
twonorm;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996740169153962;test;4.45704898833333;3;160;326;20;20;5180;binomial
595_fri_c0_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126115107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510589706352464;train;1.305929485;9;20;374;9;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126115107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492312193181705;test;1.305929485;9;20;374;9;10;700;continuous
allrep;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955645669758325;train;4.81572028166667;19;408;854;2;24;2641;multinomial
allrep;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927791063388146;test;4.81572028166667;19;408;854;2;24;2641;multinomial
573_cpu_act;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331948539226674;train;2.47546247335;5;31;212;1;17;5735;continuous
573_cpu_act;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336427735119931;test;2.47546247335;5;31;212;1;17;5735;continuous
sleep;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888243149625201;train;34.120245395;2;140;284;11;13;74136;multinomial
sleep;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886066583647143;test;34.120245395;2;140;284;11;13;74136;multinomial
analcatdata_aids;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963815789473684;train;1.72228265333333;9;248;514;3;3;35;binomial
analcatdata_aids;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125204712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.574074074074074;test;1.72228265333333;9;248;514;3;3;35;binomial
pendigits;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997842025597001;train;2.70669805331667;11;16;306;15;16;7695;multinomial
pendigits;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997284929545751;test;2.70669805331667;11;16;306;15;16;7695;multinomial
hypothyroid;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997972709055091;train;2.14648230166667;3;160;326;20;20;2215;binomial
hypothyroid;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987842373980988;test;2.14648230166667;3;160;326;20;20;2215;binomial
1595_poker;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751884166671374;train;170.618059443333;0;100;200;5;10;717507;continuous
1595_poker;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751892683038295;test;170.618059443333;0;100;200;5;10;717507;continuous
210_cloud;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.289802060129922;train;0.537804928333333;12;25;534;3;5;76;continuous
210_cloud;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292676088841699;test;0.537804928333333;12;25;534;3;5;76;continuous
analcatdata_lawsuit;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999552772808587;train;0.51939956;3;128;262;2;4;185;binomial
analcatdata_lawsuit;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995433789954338;test;0.51939956;3;128;262;2;4;185;binomial
saheart;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798225308641975;train;1.33382557833333;11;256;534;7;9;324;binomial
saheart;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.782871198568873;test;1.33382557833333;11;256;534;7;9;324;binomial
1595_poker;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816148332569362;train;3.938572715;6;50;288;6;10;717507;continuous
1595_poker;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815033798570296;test;3.938572715;6;50;288;6;10;717507;continuous
wine_quality_white;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126094211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890069940616713;train;15.9038536916667;20;436;912;11;11;3429;multinomial
wine_quality_white;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126094211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786396204094406;test;15.9038536916667;20;436;912;11;11;3429;multinomial
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126111206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830375096746056;train;0.277183058333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126111206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.890729152961806;test;0.277183058333333;3;10;72;5;5;700;continuous
mfeat_karhunen;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999115684112255;train;2.46148023666667;3;160;326;21;64;1400;multinomial
mfeat_karhunen;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996691294033789;test;2.46148023666667;3;160;326;21;64;1400;multinomial
mnist;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670791929613805;train;371.526365735;1;25;52;107;590;49000;multinomial
mnist;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.672164472118241;test;371.526365735;1;25;52;107;590;49000;multinomial
mfeat_morphological;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95104359066304;train;0.0541211766666667;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936712618338973;test;0.0541211766666667;3;3;24;3;3;1400;multinomial
1595_poker;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815654977864769;train;5.15804916333333;8;50;376;10;10;717507;continuous
1595_poker;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125140008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816233949678215;test;5.15804916333333;8;50;376;10;10;717507;continuous
cars;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126092158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837362414699948;train;1.49507421833333;10;6;126;4;6;275;multinomial
cars;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126092158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834200083542189;test;1.49507421833333;10;6;126;4;6;275;multinomial
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492183537270351;train;0.710902834983333;5;95;234;31;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487165502495265;test;0.710902834983333;5;95;234;31;50;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841380421396851;train;0.273988461666667;8;25;366;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.887662738243455;test;0.273988461666667;8;25;366;5;5;700;continuous
529_pollen;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439393860988196;train;0.188779145;3;8;60;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458384511654301;test;0.188779145;3;8;60;4;4;2694;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804548008856135;train;0.957859128333333;3;72;150;10;50;700;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185010_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851119551703635;test;0.957859128333333;3;72;150;10;50;700;continuous
vowel;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967092447783014;train;4.81739502;10;252;524;10;13;693;multinomial
vowel;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958498046406641;test;4.81739502;10;252;524;10;13;693;multinomial
537_houses;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.610308947264822;train;3.43603344666667;6;220;452;5;5;14448;continuous
537_houses;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.614250692816041;test;3.43603344666667;6;220;452;5;5;14448;continuous
agaricus_lepiota;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.375255154983333;3;48;102;20;20;5702;binomial
agaricus_lepiota;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083449_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.375255154983333;3;48;102;20;20;5702;binomial
651_fri_c0_100_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40936324847312;train;1.72787601833333;9;280;578;12;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.880894313290483;test;1.72787601833333;9;280;578;12;25;70;continuous
hypothyroid;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93945801047803;train;2.78916167333333;20;309;658;20;20;2215;binomial
hypothyroid;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892682455914532;test;2.78916167333333;20;309;658;20;20;2215;binomial
analcatdata_authorship;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.38881681833333;3;64;138;70;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163230_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999923564931591;test;4.38881681833333;3;64;138;70;70;589;multinomial
218_house_8L;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452483686144762;train;3.43339775833333;9;248;514;5;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440770061733001;test;3.43339775833333;9;248;514;5;8;15949;continuous
592_fri_c4_1000_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837636321816649;train;0.626878678333333;3;50;146;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853702507612873;test;0.626878678333333;3;50;146;5;25;700;continuous
allhyper;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906558857238415;train;2.76788876666667;5;200;410;5;24;2640;multinomial
allhyper;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967668997668998;test;2.76788876666667;5;200;410;5;24;2640;multinomial
1193_BNG_lowbwt;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.621731259168119;train;3.72720610001667;6;18;174;8;9;21773;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.622441595670465;test;3.72720610001667;6;18;174;8;9;21773;continuous
588_fri_c4_1000_100;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844916537612407;train;2.20227241666667;12;148;528;9;100;700;continuous
588_fri_c4_1000_100;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820722858174931;test;2.20227241666667;12;148;528;9;100;700;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126091530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206277124120038;train;1.29070061166667;5;200;410;7;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126091530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423698202907928;test;1.29070061166667;5;200;410;7;9;175;continuous
574_house_16H;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356007474064699;train;30.0878618966667;9;280;578;14;15;15949;continuous
574_house_16H;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126092800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390115636727349;test;30.0878618966667;9;280;578;14;15;15949;continuous
vehicle;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830872768372768;train;1.64050228666667;7;13;184;8;13;593;multinomial
vehicle;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854351445566355;test;1.64050228666667;7;13;184;8;13;593;multinomial
allhypo;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125210258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992269593599491;train;5.99538670666667;18;396;828;11;25;2639;multinomial
allhypo;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125210258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965315355940356;test;5.99538670666667;18;396;828;11;25;2639;multinomial
diabetes;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847825443786982;train;0.59125675335;12;32;536;8;8;538;binomial
diabetes;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82643427741467;test;0.59125675335;12;32;536;8;8;538;binomial
593_fri_c1_1000_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835509801447179;train;1.42598929666667;5;200;410;4;10;700;continuous
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294_satellite_image;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125090203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45979993750042;train;3.18089233666667;10;300;620;19;26;4505;continuous
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647_fri_c1_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190502_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864796874802164;train;0.876441996666667;3;160;326;10;10;175;continuous
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588_fri_c4_1000_100;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807655590952926;train;1.07712594833333;3;72;150;46;100;700;continuous
588_fri_c4_1000_100;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.918107943933754;test;1.07712594833333;3;72;150;46;100;700;continuous
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556_analcatdata_apnea2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.219630190134914;train;0.0774602083333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.211842385074241;test;0.0774602083333333;3;15;120;3;3;333;continuous
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cloud;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.561015883626178;train;2.692135025;13;328;682;1;7;76;multinomial
cloud;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125120757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.549447278911565;test;2.692135025;13;328;682;1;7;76;multinomial
537_houses;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.556229716880546;train;0.173534256666667;3;30;154;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.559832952285195;test;0.173534256666667;3;30;154;6;6;14448;continuous
wdbc;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125152847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987361495844875;train;0.925911598333333;3;160;326;2;22;399;binomial
wdbc;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125152847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984015151515151;test;0.925911598333333;3;160;326;2;22;399;binomial
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818435433094826;train;1.56483547666667;6;220;452;3;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787519917518708;test;1.56483547666667;6;220;452;3;25;700;continuous
credit_g;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.82713646468405;train;1.69494767333333;7;240;494;10;20;700;binomial
credit_g;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.765643218033424;test;1.69494767333333;7;240;494;10;20;700;binomial
allrep;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928895715323166;train;20.392407545;6;24;230;4;24;2641;multinomial
allrep;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952986912230992;test;20.392407545;6;24;230;4;24;2641;multinomial
650_fri_c0_500_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352807769992198;train;1.37835679666667;3;160;326;23;50;350;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.470996038456057;test;1.37835679666667;3;160;326;23;50;350;continuous
analcatdata_japansolvent;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922514619883041;train;0.53138969;3;160;326;2;4;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944444444444444;test;0.53138969;3;160;326;2;4;37;binomial
magic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936628372132185;train;7.87246087333333;3;160;326;9;9;13314;binomial
magic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917366266564907;test;7.87246087333333;3;160;326;9;9;13314;binomial
iris;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9484375;train;0.631116738333333;3;160;326;1;3;105;multinomial
iris;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975925925925926;test;0.631116738333333;3;160;326;1;3;105;multinomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.380739158333333;7;28;322;7;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902173913043478;test;0.380739158333333;7;28;322;7;7;65;binomial
hungarian;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911834380471727;train;0.332456021683333;6;48;292;3;12;206;binomial
hungarian;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877685950413223;test;0.332456021683333;6;48;292;3;12;206;binomial
225_puma8NH;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.488397136858987;train;5.639761055;3;160;326;6;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.555480067417896;test;5.639761055;3;160;326;6;8;5735;continuous
503_wind;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456590720434691;train;1.34387465498333;9;70;428;14;14;4602;continuous
503_wind;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451448158045345;test;1.34387465498333;9;70;428;14;14;4602;continuous
591_fri_c1_100_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.697940055897936;train;0.301111181666667;6;50;302;8;10;70;continuous
591_fri_c1_100_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.14795958406323;test;0.301111181666667;6;50;302;8;10;70;continuous
618_fri_c3_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124191546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825621113343276;train;0.725389278333333;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124191546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853403274953965;test;0.725389278333333;3;160;326;5;50;700;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440544889599569;train;0.655226485;3;160;326;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.306951456942763;test;0.655226485;3;160;326;1;2;35;continuous
641_fri_c1_500_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821258322097041;train;0.852238678333333;3;160;326;5;10;350;continuous
641_fri_c1_500_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082451_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862529903854654;test;0.852238678333333;3;160;326;5;10;350;continuous
ann_thyroid;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125141037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99205634768195;train;0.541710428333333;6;21;236;2;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125141037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989061670707527;test;0.541710428333333;6;21;236;2;21;5040;multinomial
615_fri_c4_250_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280561994614829;train;1.72733515;9;264;546;4;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.480916607892474;test;1.72733515;9;264;546;4;9;175;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814055157801214;train;0.870500464983333;3;160;326;10;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155646_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878281597521789;test;0.870500464983333;3;160;326;10;10;350;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780996229724471;train;2.047702225;9;280;578;4;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125174224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.903388959142632;test;2.047702225;9;280;578;4;10;175;continuous
nikuradse_1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194149894124802;train;0.105250776666667;3;4;32;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.200775156622296;test;0.105250776666667;3;4;32;2;2;254;continuous
adult;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897447448366364;train;5.87221342666667;11;48;502;9;12;34190;binomial
adult;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8955277395727;test;5.87221342666667;11;48;502;9;12;34190;binomial
560_bodyfat;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0296979132377405;train;0.752134471666667;3;160;326;3;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0465511674232323;test;0.752134471666667;3;160;326;3;13;177;continuous
Hill_Valley_without_noise;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530971874129769;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.456421595725078;test;;-Inf;-Inf;;1;1;849;binomial
586_fri_c3_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797239243684936;train;0.91010761;3;50;146;18;25;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844889027357072;test;0.91010761;3;50;146;18;25;700;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826395732262735;train;0.178336603333333;3;90;186;11;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832217996452285;test;0.178336603333333;3;90;186;11;25;350;continuous
prnn_crabs;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.530487025016667;3;160;326;4;4;140;binomial
prnn_crabs;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124191744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967741935483871;test;0.530487025016667;3;160;326;4;4;140;binomial
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820711084008793;train;0.870015835;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144031_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816196019930481;test;0.870015835;3;160;326;5;5;700;continuous
clean1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.20145539165;3;68;142;2;88;334;binomial
clean1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.20145539165;3;68;142;2;88;334;binomial
1193_BNG_lowbwt;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125210210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.619517754825102;train;4.71458984333333;5;200;410;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125210210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612576156325102;test;4.71458984333333;5;200;410;9;9;21773;continuous
waveform_40;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96789270649247;train;0.501799431666667;6;40;262;18;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974238769581907;test;0.501799431666667;6;40;262;18;40;3500;multinomial
597_fri_c2_500_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811740118027793;train;0.102350053333333;3;25;156;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.877215847689037;test;0.102350053333333;3;25;156;5;5;350;continuous
605_fri_c2_250_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782795896069522;train;1.591033025;10;264;548;5;25;175;continuous
605_fri_c2_250_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125124605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877518528152693;test;1.591033025;10;264;548;5;25;175;continuous
haberman;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733238456672992;train;0.566528948333333;3;160;326;3;3;215;binomial
haberman;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205131_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633771929824562;test;0.566528948333333;3;160;326;3;3;215;binomial
analcatdata_germangss;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.688739378236154;train;0.20828484;13;5;136;1;5;280;multinomial
analcatdata_germangss;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113054_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.727146132376396;test;0.20828484;13;5;136;1;5;280;multinomial
579_fri_c0_250_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283967306983154;train;1.40194670833333;10;281;582;5;5;175;continuous
579_fri_c0_250_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.449071146863267;test;1.40194670833333;10;281;582;5;5;175;continuous
prnn_synth;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931111111111111;train;0.494561115;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952142857142857;test;0.494561115;3;160;326;2;2;175;binomial
344_mv;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144781828803249;train;4.30302380333333;6;204;420;7;10;28538;continuous
344_mv;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125134929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.144570592490025;test;4.30302380333333;6;204;420;7;10;28538;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125181708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.429016237595598;train;1.587380155;6;128;276;67;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125181708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434168891407567;test;1.587380155;6;128;276;67;72;742;continuous
analcatdata_boxing2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.749768732654949;train;1.916253265;20;385;810;3;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.54;test;1.916253265;20;385;810;3;3;93;binomial
557_analcatdata_apnea1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.249636340908936;train;0.346221878333333;5;6;72;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319871205583455;test;0.346221878333333;5;6;72;3;3;333;continuous
230_machine_cpu;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197375616470007;train;2.57916861166667;20;410;860;3;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179138692846416;test;2.57916861166667;20;410;860;3;6;147;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537425225177752;train;0.91677102165;3;160;326;5;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.559932277522439;test;0.91677102165;3;160;326;5;10;350;continuous
sleep;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891070711322777;train;75.086910325;1;13;36;12;13;74136;multinomial
sleep;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889731185200758;test;75.086910325;1;13;36;12;13;74136;multinomial
profb;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642825931516644;train;1.11538142333333;11;9;206;5;9;471;binomial
profb;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712411347517731;test;1.11538142333333;11;9;206;5;9;471;binomial
buggyCrx;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953927206363417;train;3.924963035;11;13;280;10;13;483;binomial
buggyCrx;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883303938859494;test;3.924963035;11;13;280;10;13;483;binomial
tae;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730399114774115;train;0.973443518333333;5;200;410;5;5;106;multinomial
tae;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125100506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.689592760180996;test;0.973443518333333;5;200;410;5;5;106;multinomial
glass2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860859044162129;train;0.323616241666667;7;36;334;7;9;115;binomial
glass2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.637023593466425;test;0.323616241666667;7;36;334;7;9;115;binomial
596_fri_c2_250_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83090918779191;train;0.858517155;3;160;326;3;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165917_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.926620904888155;test;0.858517155;3;160;326;3;5;175;continuous
buggyCrx;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931062979924934;train;1.38510402666667;7;240;494;11;13;483;binomial
buggyCrx;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892318244170096;test;1.38510402666667;7;240;494;11;13;483;binomial
saheart;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797919700436863;train;2.11902029666667;14;364;756;8;9;324;binomial
saheart;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788291517323775;test;2.11902029666667;14;364;756;8;9;324;binomial
615_fri_c4_250_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79603963656274;train;0.954131758333333;3;160;326;10;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.722892678779186;test;0.954131758333333;3;160;326;10;10;175;continuous
agaricus_lepiota;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.40460499833333;3;160;326;13;20;5702;binomial
agaricus_lepiota;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999996646258029;test;2.40460499833333;3;160;326;13;20;5702;binomial
592_fri_c4_1000_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837888151744115;train;0.169859881666667;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855980277648051;test;0.169859881666667;3;85;176;5;25;700;continuous
573_cpu_act;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.338914452201477;train;2.50996074166667;5;33;228;4;17;5735;continuous
573_cpu_act;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.338308455767621;test;2.50996074166667;5;33;228;4;17;5735;continuous
hypothyroid;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933159785876659;train;1.54653431833333;18;80;796;8;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891781439052645;test;1.54653431833333;18;80;796;8;20;2215;binomial
695_chatfield_4;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329441872560735;train;0.870753055;7;16;238;5;8;165;continuous
695_chatfield_4;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314385863564995;test;0.870753055;7;16;238;5;8;165;continuous
fars;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929123677593654;train;32.7019741700167;3;160;326;12;21;70678;multinomial
fars;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924498297258455;test;32.7019741700167;3;160;326;12;21;70678;multinomial
Hill_Valley_without_noise;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.73077475;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.73077475;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.565880628830269;train;3.575623875;14;380;788;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.523155750167244;test;3.575623875;14;380;788;1;1;849;binomial
615_fri_c4_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126115324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788137669956067;train;0.532051528333333;3;18;122;6;9;175;continuous
615_fri_c4_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126115324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817253064588982;test;0.532051528333333;3;18;122;6;9;175;continuous
credit_g;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84400492314738;train;1.97672266666667;9;264;546;20;20;700;binomial
credit_g;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780189883959802;test;1.97672266666667;9;264;546;20;20;700;binomial
561_cpu;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.15543109890947;train;0.657074766666667;3;160;326;5;7;147;continuous
561_cpu;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.142207415895658;test;0.657074766666667;3;160;326;5;7;147;continuous
197_cpu_act;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.323408586139565;train;1.84269248833333;5;33;226;4;17;5735;continuous
197_cpu_act;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329751507126269;test;1.84269248833333;5;33;226;4;17;5735;continuous
210_cloud;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.238486766833314;train;1.67578866833333;20;287;614;3;5;76;continuous
210_cloud;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.383507967806328;test;1.67578866833333;20;287;614;3;5;76;continuous
analcatdata_asbestos;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831002331002331;train;0.6193452;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867132867132867;test;0.6193452;3;160;326;3;3;59;binomial
579_fri_c0_250_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126093418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456985545307332;train;0.845445858333333;3;160;326;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126093418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.624701270128629;test;0.845445858333333;3;160;326;5;5;175;continuous
crx;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934730098718757;train;0.87850002835;12;52;544;11;13;483;binomial
crx;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898084112149533;test;0.87850002835;12;52;544;11;13;483;binomial
mfeat_factors;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979232838007014;train;18.7967376533333;9;85;390;5;130;1400;multinomial
mfeat_factors;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987420765567494;test;18.7967376533333;9;85;390;5;130;1400;multinomial
653_fri_c0_250_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.422262463278165;train;2.02503063333333;8;50;360;17;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.608208148139387;test;2.02503063333333;8;50;360;17;25;175;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489702967606198;train;0.565989231666667;3;71;150;5;50;700;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481113469742907;test;0.565989231666667;3;71;150;5;50;700;continuous
calendarDOW;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125202833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918916070791612;train;0.856326886666667;3;160;326;6;14;280;multinomial
calendarDOW;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125202833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797712054918226;test;0.856326886666667;3;160;326;6;14;280;multinomial
analcatdata_aids;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126091333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.697368421052632;train;0.193922231666667;7;12;162;1;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126091333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.648148148148148;test;0.193922231666667;7;12;162;1;3;35;binomial
titanic;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126104156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.808169377990431;train;0.177234385;3;32;158;8;8;1545;binomial
titanic;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126104156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81831317451477;test;0.177234385;3;32;158;8;8;1545;binomial
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124213132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830877985317248;train;1.24025279833333;3;160;326;6;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124213132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814646318873644;test;1.24025279833333;3;160;326;6;10;700;continuous
542_pollution;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47123013068367;train;0.891040748333333;9;20;310;9;10;42;continuous
542_pollution;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.908235489512953;test;0.891040748333333;9;20;310;9;10;42;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.384756783812704;train;0.704669066666667;3;160;326;2;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.414877079917868;test;0.704669066666667;3;160;326;2;3;227;continuous
560_bodyfat;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0419083209191939;train;0.164613958333333;3;69;186;1;14;177;continuous
560_bodyfat;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0394308339972373;test;0.164613958333333;3;69;186;1;14;177;continuous
620_fri_c1_1000_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215194798566957;train;3.20446057;9;280;578;5;25;700;continuous
620_fri_c1_1000_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290527382459383;test;3.20446057;9;280;578;5;25;700;continuous
sonar;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915868544600939;train;4.49316537333333;14;60;600;35;60;146;binomial
sonar;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124150534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907051282051282;test;4.49316537333333;14;60;600;35;60;146;binomial
analcatdata_creditscore;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999028182701652;train;0.202320726666667;3;6;46;6;6;70;binomial
analcatdata_creditscore;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.202320726666667;3;6;46;6;6;70;binomial
prnn_synth;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927712418300653;train;0.0612828733333333;3;2;16;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952142857142857;test;0.0612828733333333;3;2;16;2;2;175;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124170634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955357142857143;train;0.804927931666667;5;200;410;3;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124170634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981481481481481;test;0.804927931666667;5;200;410;3;4;37;binomial
new_thyroid;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999619047619048;train;0.260212846666667;3;5;36;4;5;151;multinomial
new_thyroid;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99917695473251;test;0.260212846666667;3;5;36;4;5;151;multinomial
wdbc;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999785809906292;train;0.395960075;5;84;250;16;21;399;binomial
wdbc;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98163082437276;test;0.395960075;5;84;250;16;21;399;binomial
breast_cancer_wisconsin;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999084742112631;train;1.01863182166667;3;22;116;18;22;399;binomial
breast_cancer_wisconsin;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986438679245283;test;1.01863182166667;3;22;116;18;22;399;binomial
confidence;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917253086419753;train;0.955679538333333;5;200;410;1;1;51;multinomial
confidence;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97037037037037;test;0.955679538333333;5;200;410;1;1;51;multinomial
appendicitis;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841334894613583;train;0.0577909133333333;3;4;30;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151421_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869047619047619;test;0.0577909133333333;3;4;30;1;4;75;binomial
ecoli;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975368845630284;train;0.450157178333333;3;5;36;5;5;229;multinomial
ecoli;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982709078361252;test;0.450157178333333;3;5;36;5;5;229;multinomial
582_fri_c1_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803890864967341;train;0.29905935;5;119;270;9;25;350;continuous
582_fri_c1_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851182365549216;test;0.29905935;5;119;270;9;25;350;continuous
pendigits;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997312528226353;train;1.13596728333333;6;16;176;15;16;7695;multinomial
pendigits;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125160417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996071003103775;test;1.13596728333333;6;16;176;15;16;7695;multinomial
wdbc;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998326314652845;train;2.46792743166667;6;21;228;10;21;399;binomial
wdbc;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995750915750916;test;2.46792743166667;6;21;228;10;21;399;binomial
505_tecator;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0584185156197447;train;1.09916038333333;5;200;410;10;18;168;continuous
505_tecator;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.113358854189762;test;1.09916038333333;5;200;410;10;18;168;continuous
spambase;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980233039762818;train;18.3027647966667;5;54;220;54;55;3221;binomial
spambase;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976160111173656;test;18.3027647966667;5;54;220;54;55;3221;binomial
adult;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882361013678725;train;17.3485870083333;3;12;76;5;12;34190;binomial
adult;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881630707484967;test;17.3485870083333;3;12;76;5;12;34190;binomial
magic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937865236718826;train;9.79711747001667;3;160;326;9;9;13314;binomial
magic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083202_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915617605294218;test;9.79711747001667;3;160;326;9;9;13314;binomial
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839057514038976;train;2.28032704666667;9;264;546;19;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82918584391325;test;2.28032704666667;9;264;546;19;100;700;continuous
192_vineyard;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490482795713044;train;2.08824500831667;14;380;788;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.570798025499234;test;2.08824500831667;14;380;788;2;2;37;continuous
letter;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981420251916539;train;51.252460825;1;16;42;16;16;14000;multinomial
letter;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126105800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979846125436721;test;51.252460825;1;16;42;16;16;14000;multinomial
mnist;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995186081777892;train;142.52719251;0;100;200;649;654;49000;multinomial
mnist;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994503807566857;test;142.52719251;0;100;200;649;654;49000;multinomial
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832639192364646;train;1.26937039333333;5;200;410;10;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848649331729587;test;1.26937039333333;5;200;410;10;50;700;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783678549793481;train;0.643470286666667;3;20;134;10;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845927958239921;test;0.643470286666667;3;20;134;10;10;175;continuous
glass2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124182225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998185117967332;train;0.597664573333333;3;160;326;8;9;115;binomial
glass2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124182225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904718693284936;test;0.597664573333333;3;160;326;8;9;115;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990988603233501;train;1.310361995;5;22;210;22;22;399;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989070197044335;test;1.310361995;5;22;210;22;22;399;binomial
654_fri_c0_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527182671895959;train;0.34646391;7;50;334;10;10;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.492531012267558;test;0.34646391;7;50;334;10;10;350;continuous
sonar;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79830985915493;train;0.528970358333333;8;130;384;2;60;146;binomial
sonar;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768162393162393;test;0.528970358333333;8;130;384;2;60;146;binomial
letter;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126103041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959531850757665;train;33.1682254433333;5;200;410;14;16;14000;multinomial
letter;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126103041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958229461955203;test;33.1682254433333;5;200;410;14;16;14000;multinomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995527728085868;train;0.24395612;6;4;54;4;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.24395612;6;4;54;4;4;185;binomial
penguins;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.224463066666667;3;7;42;4;7;241;multinomial
penguins;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.224463066666667;3;7;42;4;7;241;multinomial
agaricus_lepiota;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999321875970597;train;3.72372351;3;20;70;10;20;5702;binomial
agaricus_lepiota;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999459376794252;test;3.72372351;3;20;70;10;20;5702;binomial
602_fri_c3_250_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819931784771848;train;1.26957668831667;5;200;410;6;9;175;continuous
602_fri_c3_250_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.906573940629388;test;1.26957668831667;5;200;410;6;9;175;continuous
cars;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895288713682354;train;0.106208345;6;7;92;7;7;275;multinomial
cars;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125143854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.773335291813553;test;0.106208345;6;7;92;7;7;275;multinomial
analcatdata_asbestos;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892281105990783;train;1.72595850833333;14;340;708;3;3;59;binomial
analcatdata_asbestos;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9;test;1.72595850833333;14;340;708;3;3;59;binomial
616_fri_c4_500_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793770185929809;train;1.56400690333333;7;240;494;37;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869847657076919;test;1.56400690333333;7;240;494;37;50;350;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418302599634099;train;0.300014466666667;5;123;270;18;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154253_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493765690682443;test;0.300014466666667;5;123;270;18;25;175;continuous
glass;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948194539302528;train;0.113512416666667;5;9;100;7;9;144;multinomial
glass;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.77640831758034;test;0.113512416666667;5;9;100;7;9;144;multinomial
new_thyroid;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194719_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.20014676665;3;5;36;4;5;151;multinomial
new_thyroid;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194719_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998277347114556;test;0.20014676665;3;5;36;4;5;151;multinomial
flags;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854447156196944;train;15.9223104283333;16;36;682;22;36;125;multinomial
flags;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.696458333333333;test;15.9223104283333;16;36;682;22;36;125;multinomial
582_fri_c1_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250753942034276;train;3.17658160833333;19;387;812;3;25;350;continuous
582_fri_c1_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401554177607243;test;3.17658160833333;19;387;812;3;25;350;continuous
vehicle;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99994695648537;train;3.3149377;16;388;808;13;13;593;multinomial
vehicle;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929696229337145;test;3.3149377;16;388;808;13;13;593;multinomial
horse_colic;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920699273482097;train;3.62294860335;8;22;314;12;22;258;binomial
horse_colic;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857317927170868;test;3.62294860335;8;22;314;12;22;258;binomial
1201_BNG_breastTumor;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914722614716551;train;0.896429603333333;7;45;334;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916089324926324;test;0.896429603333333;7;45;334;9;9;81648;continuous
magic;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825588243776216;train;4.82047278666667;7;9;134;6;9;13314;binomial
magic;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824033942266366;test;4.82047278666667;7;9;134;6;9;13314;binomial
ionosphere;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976425748164879;train;1.00582232166667;11;119;510;27;32;246;binomial
ionosphere;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857290803645402;test;1.00582232166667;11;119;510;27;32;246;binomial
581_fri_c3_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850512883448714;train;0.80995311;3;160;326;16;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853743628213022;test;0.80995311;3;160;326;16;25;350;continuous
ecoli;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97609571131254;train;0.46695451165;3;5;36;4;5;229;multinomial
ecoli;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979588100686499;test;0.46695451165;3;5;36;4;5;229;multinomial
prnn_synth;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939263322884013;train;0.052535145;3;8;64;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93172119487909;test;0.052535145;3;8;64;2;2;175;binomial
cloud;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.606114130434783;train;0.646445014983333;3;160;326;1;5;76;multinomial
cloud;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.455081569664903;test;0.646445014983333;3;160;326;1;5;76;multinomial
allbp;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981647250547594;train;0.776727551666667;8;25;320;25;25;2641;multinomial
allbp;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976584568053592;test;0.776727551666667;8;25;320;25;25;2641;multinomial
505_tecator;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0514655871458076;train;0.620569088333333;3;160;326;11;17;168;continuous
505_tecator;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0571333013161486;test;0.620569088333333;3;160;326;11;17;168;continuous
hepatitis;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869467028003614;train;0.651099025;3;160;326;15;19;109;binomial
hepatitis;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824390243902439;test;0.651099025;3;160;326;15;19;109;binomial
Hill_Valley_with_noise;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747249422684075;train;2.69277118333333;13;360;746;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.512087210363073;test;2.69277118333333;13;360;746;1;1;849;binomial
phoneme;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799904039058914;train;1.25265272666667;9;5;96;4;5;3783;binomial
phoneme;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80406866645003;test;1.25265272666667;9;5;96;4;5;3783;binomial
218_house_8L;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507742521429473;train;0.691532808333333;12;40;544;8;8;15949;continuous
218_house_8L;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504393360422461;test;0.691532808333333;12;40;544;8;8;15949;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125102537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173406056074984;train;2.58810345833333;16;388;808;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125102537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.300286515153475;test;2.58810345833333;16;388;808;5;5;700;continuous
602_fri_c3_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813648008102447;train;0.843988691666667;3;160;326;9;9;175;continuous
602_fri_c3_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.903137261086523;test;0.843988691666667;3;160;326;9;9;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287924117164207;train;2.66848695666667;11;320;662;12;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537265180369995;test;2.66848695666667;11;320;662;12;50;175;continuous
texture;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999412321191961;train;6.57762279833333;3;160;326;12;12;3850;multinomial
texture;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999400865377693;test;6.57762279833333;3;160;326;12;12;3850;multinomial
clean2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974671805966146;train;0.543135455;3;80;166;102;102;4619;binomial
clean2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971891596984846;test;0.543135455;3;80;166;102;102;4619;binomial
657_fri_c2_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124191527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76193841997495;train;0.114670455;3;50;166;7;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124191527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.921349698337356;test;0.114670455;3;50;166;7;10;175;continuous
561_cpu;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.128327524942517;train;0.735066521666667;3;160;326;7;7;147;continuous
561_cpu;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291156160010803;test;0.735066521666667;3;160;326;7;7;147;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801920750753359;train;0.164399633333333;3;85;176;10;25;700;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84095481362467;test;0.164399633333333;3;85;176;10;25;700;continuous
641_fri_c1_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830613135704551;train;0.121650126666667;3;50;166;4;10;350;continuous
641_fri_c1_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.904478878280759;test;0.121650126666667;3;50;166;4;10;350;continuous
527_analcatdata_election2000;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.231209830110434;train;1.32114252166667;5;200;410;2;2;47;continuous
527_analcatdata_election2000;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.126990159337595;test;1.32114252166667;5;200;410;2;2;47;continuous
magic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944794190783294;train;30.2395921366667;8;260;536;8;9;13314;binomial
magic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91180407412055;test;30.2395921366667;8;260;536;8;9;13314;binomial
cmc;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.727864939090904;train;1.74599984333333;6;220;452;9;9;1032;multinomial
cmc;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.702231426083576;test;1.74599984333333;6;220;452;9;9;1032;multinomial
584_fri_c4_500_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816082327828826;train;1.80294418333333;9;248;514;7;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777894594755188;test;1.80294418333333;9;248;514;7;25;350;continuous
diabetes;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124201951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822284441233141;train;0.630547716666667;5;8;88;7;8;538;binomial
diabetes;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124201951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838174982911825;test;0.630547716666667;5;8;88;7;8;538;binomial
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nikuradse_1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124184658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.200652502066578;test;0.156335231666667;3;4;32;2;2;254;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.560114687818002;train;5.02051366333333;18;20;712;4;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.598158331109155;test;5.02051366333333;18;20;712;4;10;356;continuous
buggyCrx;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97259328293811;train;0.97908995665;3;160;326;14;14;483;binomial
buggyCrx;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946094503375121;test;0.97908995665;3;160;326;14;14;483;binomial
562_cpu_small;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126090209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.171625103892181;train;19.21131856;14;295;618;10;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126090209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205613628380641;test;19.21131856;14;295;618;10;12;5735;continuous
churn;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867677405853307;train;1.21260518833333;3;160;326;10;15;3500;binomial
churn;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840062896187109;test;1.21260518833333;3;160;326;10;15;3500;binomial
clean2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973144886293511;train;38.2156748;5;74;220;103;106;4619;binomial
clean2;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961618700308824;test;38.2156748;5;74;220;103;106;4619;binomial
saheart;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126103931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899313501144165;train;3.29883479;20;500;1040;8;9;324;binomial
saheart;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126103931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.7584229390681;test;3.29883479;20;500;1040;8;9;324;binomial
627_fri_c2_500_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813457116936677;train;0.882170985;3;160;326;9;10;350;continuous
627_fri_c2_500_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837747075890432;test;0.882170985;3;160;326;9;10;350;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802785277046479;train;1.58690707166667;9;248;514;9;50;700;continuous
618_fri_c3_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84958444540012;test;1.58690707166667;9;248;514;9;50;700;continuous
519_vinnie;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482903605510562;train;0.867774993333333;3;160;326;2;2;266;continuous
519_vinnie;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454915526980318;test;0.867774993333333;3;160;326;2;2;266;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.697326635675523;train;1.022120435;3;160;326;5;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841846838911571;test;1.022120435;3;160;326;5;6;103;continuous
letter;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980400713951893;train;12.3026277700167;18;16;492;16;16;14000;multinomial
letter;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979973951534629;test;12.3026277700167;18;16;492;16;16;14000;multinomial
pima;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833706598412481;train;0.62127526;3;160;326;8;8;538;binomial
pima;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855911840251885;test;0.62127526;3;160;326;8;8;538;binomial
706_sleuth_case1202;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126101245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429935027824032;train;0.614775566666667;3;160;326;6;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126101245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.601759495858373;test;0.614775566666667;3;160;326;6;6;66;continuous
australian;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906958968835771;train;0.947889615;3;160;326;11;14;483;binomial
australian;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902282588190907;test;0.947889615;3;160;326;11;14;483;binomial
mfeat_zernike;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991411394329237;train;0.436690625;3;32;136;31;32;1400;multinomial
mfeat_zernike;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967747224198624;test;0.436690625;3;32;136;31;32;1400;multinomial
australian;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946687280686516;train;0.567094255;8;56;376;14;14;483;binomial
australian;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92322203357857;test;0.567094255;8;56;376;14;14;483;binomial
cleve;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962720086237873;train;2.56701585666667;20;363;766;11;13;213;binomial
cleve;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821146245059289;test;2.56701585666667;20;363;766;11;13;213;binomial
cmc;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.704925564643485;train;2.53963433666667;8;9;152;3;9;1032;multinomial
cmc;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115207_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.705752957385243;test;2.53963433666667;8;9;152;3;9;1032;multinomial
wine_recognition;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997224903474903;train;0.706639716666667;3;160;326;13;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98989898989899;test;0.706639716666667;3;160;326;13;13;125;multinomial
650_fri_c0_500_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457520323749626;train;0.243152733333333;3;90;186;8;50;350;continuous
650_fri_c0_500_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496107596663091;test;0.243152733333333;3;90;186;8;50;350;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141862182661928;train;2.10008965833333;10;300;620;2;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.098782242446487;test;2.10008965833333;10;300;620;2;3;333;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813933873481489;train;1.44600389;6;20;254;9;10;700;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844995634462944;test;1.44600389;6;20;254;9;10;700;continuous
prnn_crabs;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998769230769231;train;0.706732991666667;3;160;326;2;3;140;binomial
prnn_crabs;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993142857142857;test;0.706732991666667;3;160;326;2;3;140;binomial
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.71784611164252;train;1.34365112333333;6;18;230;7;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.703037206247492;test;1.34365112333333;6;18;230;7;9;12248;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825355808129197;train;1.81262844666667;8;260;536;4;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126100203_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828305193003918;test;1.81262844666667;8;260;536;4;10;175;continuous
sonar;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906103286384976;train;0.847911351666667;11;196;510;18;60;146;binomial
sonar;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894230769230769;test;0.847911351666667;11;196;510;18;60;146;binomial
627_fri_c2_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804702284420266;train;0.1251312;3;50;166;10;10;350;continuous
627_fri_c2_500_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876706779410132;test;0.1251312;3;50;166;10;10;350;continuous
611_fri_c3_100_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125191233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785605283504614;train;0.53816301;10;8;172;4;4;70;continuous
611_fri_c3_100_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125191233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.895308836475132;test;0.53816301;10;8;172;4;4;70;continuous
tokyo1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974416783797296;train;0.63799411835;8;92;376;9;23;672;binomial
tokyo1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97472564017293;test;0.63799411835;8;92;376;9;23;672;binomial
1193_BNG_lowbwt;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599639658462719;train;6.39676556166667;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.602816624015319;test;6.39676556166667;3;160;326;9;9;21773;continuous
665_sleuth_case2002;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.596440195001462;train;0.728841223333333;3;160;326;5;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.805168902402213;test;0.728841223333333;3;160;326;5;6;103;continuous
cloud;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998964803312629;train;2.979857425;20;471;984;2;7;76;multinomial
cloud;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145044_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.811199294532628;test;2.979857425;20;471;984;2;7;76;multinomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909774436090226;train;0.632023538333333;12;28;542;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125154533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958333333333333;test;0.632023538333333;12;28;542;2;7;68;binomial
auto;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932717794831431;train;0.864439068333333;3;160;326;20;20;142;multinomial
auto;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124213017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873520206501573;test;0.864439068333333;3;160;326;20;20;142;multinomial
schizo;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.681244780215098;train;2.115751765;20;279;598;6;13;238;multinomial
schizo;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.56843537414966;test;2.115751765;20;279;598;6;13;238;multinomial
712_chscase_geyser1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441201677588339;train;0.537165018333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441822262358383;test;0.537165018333333;3;160;326;1;2;156;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524313094674844;train;1.80943874833333;8;260;536;10;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.618605667098202;test;1.80943874833333;8;260;536;10;10;356;continuous
561_cpu;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.158015434819733;train;1.34596639833333;8;14;240;5;7;147;continuous
561_cpu;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.202698271261741;test;1.34596639833333;8;14;240;5;7;147;continuous
heart_h;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904676073746009;train;0.871350425;12;48;544;4;12;206;binomial
heart_h;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936363636363636;test;0.871350425;12;48;544;4;12;206;binomial
192_vineyard;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.577203675851563;train;0.0750208199833333;6;2;28;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510331228000657;test;0.0750208199833333;6;2;28;1;1;37;continuous
616_fri_c4_500_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125123024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240877746409129;train;3.88177252166667;12;340;704;6;50;350;continuous
616_fri_c4_500_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125123024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380809108890878;test;3.88177252166667;12;340;704;6;50;350;continuous
228_elusage;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434441012896505;train;0.569600188333333;3;160;326;1;1;39;continuous
228_elusage;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.477959780189091;test;0.569600188333333;3;160;326;1;1;39;continuous
ring;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986888005552852;train;5.28315933;3;160;326;20;20;5180;binomial
ring;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981313980981085;test;5.28315933;3;160;326;20;20;5180;binomial
628_fri_c3_1000_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20514701605759;train;0.95961798;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294011503229912;test;0.95961798;3;160;326;5;5;700;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819440915926424;train;0.8658655;3;160;326;7;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.92693993311936;test;0.8658655;3;160;326;7;10;350;continuous
labor;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.079801515;3;32;70;5;15;40;binomial
labor;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75;test;0.079801515;3;32;70;5;15;40;binomial
617_fri_c3_500_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825071319226874;train;0.887242415;3;160;326;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859429679630473;test;0.887242415;3;160;326;5;5;350;continuous
529_pollen;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.373205492157676;train;6.51435993166667;12;292;608;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478021912577437;test;6.51435993166667;12;292;608;4;4;2694;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.66110622793901;train;24.0326838183167;3;20;132;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165301_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661863202741829;test;24.0326838183167;3;20;132;10;10;700000;continuous
prnn_crabs;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997948717948718;train;0.210629218333333;3;4;30;3;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125204920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998857142857143;test;0.210629218333333;3;4;30;3;4;140;binomial
diabetes;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842330495946219;train;1.06448139833333;7;8;120;8;8;538;binomial
diabetes;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817674715116742;test;1.06448139833333;7;8;120;8;8;538;binomial
cleveland;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807288211788212;train;0.337786153333333;10;13;264;10;13;213;multinomial
cleveland;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125193455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.658088991769547;test;0.337786153333333;10;13;264;10;13;213;multinomial
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822403337872463;train;0.725707793333333;5;92;234;18;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803507774043089;test;0.725707793333333;5;92;234;18;50;700;continuous
allbp;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994870991627271;train;2.80849303333333;3;160;326;2;25;2641;multinomial
allbp;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962763864042934;test;2.80849303333333;3;160;326;2;25;2641;multinomial
1193_BNG_lowbwt;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605309041096502;train;7.21104553333333;7;45;334;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608717506869158;test;7.21104553333333;7;45;334;9;9;21773;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.551324804317643;train;1.52936953;8;20;332;10;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.545519234832993;test;1.52936953;8;20;332;10;10;175;continuous
634_fri_c2_100_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783937739869262;train;0.689643148333333;7;20;292;4;10;70;continuous
634_fri_c2_100_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782645543966812;test;0.689643148333333;7;20;292;4;10;70;continuous
604_fri_c4_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836648192221524;train;0.471102478333333;3;20;134;5;10;350;continuous
604_fri_c4_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828011509656573;test;0.471102478333333;3;20;134;5;10;350;continuous
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598_fri_c0_1000_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256185104979893;train;2.951627225;10;300;620;12;25;700;continuous
598_fri_c0_1000_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433559757203868;test;2.951627225;10;300;620;12;25;700;continuous
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590_fri_c0_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363604209799542;test;10.0891649666667;18;444;924;5;50;700;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808228014502511;train;1.60993320166667;5;88;234;13;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846667470615737;test;1.60993320166667;5;88;234;13;50;350;continuous
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biomed;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126094139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939799331103679;test;1.38415843;8;251;518;6;8;147;binomial
556_analcatdata_apnea2;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.245146123124686;train;0.428323738333333;5;6;72;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508585394742816;test;0.428323738333333;5;6;72;0;3;333;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125200658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837518543130654;train;0.859102428333333;3;160;326;5;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125200658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830561921544736;test;0.859102428333333;3;160;326;5;50;350;continuous
phoneme;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813476109478893;train;0.301332733333333;7;20;236;5;5;3783;binomial
phoneme;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816121111418813;test;0.301332733333333;7;20;236;5;5;3783;binomial
621_fri_c0_100_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.531479735745854;train;0.141900178333333;3;50;176;7;10;70;continuous
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analcatdata_cyyoung8092;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930208333333333;train;0.713531841683333;13;28;586;5;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082345_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96;test;0.713531841683333;13;28;586;5;7;68;binomial
phoneme;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801893836068606;train;0.722633976666667;6;5;66;5;5;3783;binomial
phoneme;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114142_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.795853331845072;test;0.722633976666667;6;5;66;5;5;3783;binomial
649_fri_c0_500_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463904791356208;train;0.96764417;3;160;326;5;5;350;continuous
649_fri_c0_500_5;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170535_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447886177911935;test;0.96764417;3;160;326;5;5;350;continuous
tokyo1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957242319489751;train;1.07593396333333;3;22;132;22;22;672;binomial
tokyo1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966779279279279;test;1.07593396333333;3;22;132;22;22;672;binomial
diabetes;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124201951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82210380539499;train;1.59443010333333;7;240;494;8;8;538;binomial
diabetes;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124201951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837235133287765;test;1.59443010333333;7;240;494;8;8;538;binomial
595_fri_c0_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478768754015362;train;1.324892295;6;20;252;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.518918706749063;test;1.324892295;6;20;252;10;10;700;continuous
pima;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845999140260378;train;0.726125133333333;11;8;184;8;8;538;binomial
pima;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823956294846706;test;0.726125133333333;11;8;184;8;8;538;binomial
582_fri_c1_500_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826884610952838;train;1.33840867833333;5;50;234;3;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.880348862628926;test;1.33840867833333;5;50;234;3;25;350;continuous
prnn_crabs;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0969589566666667;3;16;104;4;4;140;binomial
prnn_crabs;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0969589566666667;3;16;104;4;4;140;binomial
credit_g;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80056255799567;train;0.79339802835;3;160;326;20;20;700;binomial
credit_g;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.768653516295026;test;0.79339802835;3;160;326;20;20;700;binomial
641_fri_c1_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815124924693943;train;0.79376868;3;160;326;7;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.87759932948293;test;0.79376868;3;160;326;7;10;350;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126094933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279792572609368;train;2.95390025166667;3;160;326;57;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126094933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466703363118706;test;2.95390025166667;3;160;326;57;71;742;continuous
schizo;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.637366976140561;train;0.267528093333333;11;13;250;1;13;238;multinomial
schizo;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.521006535947712;test;0.267528093333333;11;13;250;1;13;238;multinomial
622_fri_c2_1000_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824612076311653;train;0.692543075;3;72;150;16;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8257417839383;test;0.692543075;3;72;150;16;50;700;continuous
225_puma8NH;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75361453035314;train;0.479471185;9;40;418;2;8;5735;continuous
225_puma8NH;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.744091431672031;test;0.479471185;9;40;418;2;8;5735;continuous
cleve;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.926494201605709;train;1.041634865;15;52;670;8;13;213;binomial
cleve;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889658584858981;test;1.041634865;15;52;670;8;13;213;binomial
ionosphere;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947497123130035;train;2.01975586333333;9;280;578;31;32;246;binomial
ionosphere;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891201885310291;test;2.01975586333333;9;280;578;31;32;246;binomial
197_cpu_act;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.275596396580769;train;3.24595501;10;236;492;3;16;5735;continuous
197_cpu_act;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.298236521813109;test;3.24595501;10;236;492;3;16;5735;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291172039617545;train;1.799935485;6;220;452;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.431024264610773;test;1.799935485;6;220;452;5;5;700;continuous
schizo;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.670630264274332;train;0.820924535;3;160;326;10;13;238;multinomial
schizo;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.573404525807272;test;0.820924535;3;160;326;10;13;238;multinomial
analcatdata_boxing1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638521634615385;train;0.110909696666667;3;3;24;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.588461538461539;test;0.110909696666667;3;3;24;1;3;84;binomial
ionosphere;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125101952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901282051282051;train;1.86337129833333;20;128;888;19;32;246;binomial
ionosphere;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125101952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832528180354267;test;1.86337129833333;20;128;888;19;32;246;binomial
penguins;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.694474015;3;160;326;7;7;241;multinomial
penguins;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.694474015;3;160;326;7;7;241;multinomial
analcatdata_bankruptcy;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96078431372549;train;0.146166665;8;4;70;4;4;35;binomial
analcatdata_bankruptcy;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964285714285714;test;0.146166665;8;4;70;4;4;35;binomial
heart_h;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125134405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89081848384174;train;0.675023418333333;3;160;326;11;12;206;binomial
heart_h;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125134405_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901811805961426;test;0.675023418333333;3;160;326;11;12;206;binomial
analcatdata_happiness;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125155930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.807787698412698;train;2.50100665166667;15;384;798;1;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125155930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75;test;2.50100665166667;15;384;798;1;3;42;multinomial
581_fri_c3_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179243897257498;train;2.374593725;20;325;690;4;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307185041016998;test;2.374593725;20;325;690;4;25;350;continuous
analcatdata_bankruptcy;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950657894736842;train;0.0813504683333333;3;12;96;2;3;35;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981481481481481;test;0.0813504683333333;3;12;96;2;3;35;binomial
clean1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.44743939;3;112;230;2;92;334;binomial
clean1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.44743939;3;112;230;2;92;334;binomial
607_fri_c4_1000_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843060163293011;train;0.793133876666667;3;160;326;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125174902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845858280864555;test;0.793133876666667;3;160;326;5;50;700;continuous
574_house_16H;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3570001661467;train;23.99733517;6;220;452;15;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399520672579146;test;23.99733517;6;220;452;15;15;15949;continuous
ionosphere;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978402032749859;train;1.103025025;3;32;138;32;32;246;binomial
ionosphere;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85956917978459;test;1.103025025;3;32;138;32;32;246;binomial
560_bodyfat;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0450447198204903;train;0.218457716666667;3;63;186;1;13;177;continuous
560_bodyfat;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0501898375108192;test;0.218457716666667;3;63;186;1;13;177;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822790072008894;train;0.819466463333333;6;10;132;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839232297425735;test;0.819466463333333;6;10;132;5;5;350;continuous
crx;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124190418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951393497013935;train;0.888625808333334;3;160;326;10;14;483;binomial
crx;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124190418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943596704736941;test;0.888625808333334;3;160;326;10;14;483;binomial
breast_cancer;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126115234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.752378742167556;train;1.89328363665;13;255;536;5;9;201;binomial
breast_cancer;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126115234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.674614305750351;test;1.89328363665;13;255;536;5;9;201;binomial
waveform_40;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124183232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969938721438991;train;9.18086458666667;3;40;136;19;40;3500;multinomial
waveform_40;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124183232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972487143337766;test;9.18086458666667;3;40;136;19;40;3500;multinomial
1191_BNG_pbc;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.773950644943808;train;510.461305806667;0;100;200;10;18;700000;continuous
1191_BNG_pbc;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124203743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.773723375189171;test;510.461305806667;0;100;200;10;18;700000;continuous
breast_w;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985280834669764;train;0.455980266666667;6;32;284;2;8;490;binomial
breast_w;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977747364152474;test;0.455980266666667;6;32;284;2;8;490;binomial
505_tecator;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135129225536154;train;0.683841166666667;3;160;326;13;18;168;continuous
505_tecator;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124210750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.170831614715669;test;0.683841166666667;3;160;326;13;18;168;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815929045034074;train;1.28799005833333;5;200;410;4;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211520_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.728822849826817;test;1.28799005833333;5;200;410;4;10;175;continuous
225_puma8NH;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.744748550235405;train;1.37570045166667;3;160;326;2;8;5735;continuous
225_puma8NH;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.730252763650016;test;1.37570045166667;3;160;326;2;8;5735;continuous
564_fried;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.501624997074079;train;3.25705898833333;3;160;326;6;10;28538;continuous
564_fried;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510320990942736;test;3.25705898833333;3;160;326;6;10;28538;continuous
credit_g;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770610909160298;train;1.44878896335;8;20;254;3;20;700;binomial
credit_g;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712425739825662;test;1.44878896335;8;20;254;3;20;700;binomial
ionosphere;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902126176368072;train;0.882793226666667;10;127;468;13;32;246;binomial
ionosphere;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878814298169137;test;0.882793226666667;10;127;468;13;32;246;binomial
621_fri_c0_100_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409113011164814;train;1.78451267333333;8;260;536;4;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.725784102226013;test;1.78451267333333;8;260;536;4;10;70;continuous
618_fri_c3_1000_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156576797856165;train;4.33318918666667;16;366;764;7;50;700;continuous
618_fri_c3_1000_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277833137864123;test;4.33318918666667;16;366;764;7;50;700;continuous
pendigits;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998240617543958;train;30.6411292516667;1;16;42;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998347005701467;test;30.6411292516667;1;16;42;16;16;7695;multinomial
cars;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125131832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894176029162573;train;1.56232607166667;9;248;514;7;7;275;multinomial
cars;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125131832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764695424836601;test;1.56232607166667;9;248;514;7;7;275;multinomial
diabetes;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840436390532544;train;1.317404485;6;220;452;8;8;538;binomial
diabetes;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823347857661583;test;1.317404485;6;220;452;8;8;538;binomial
547_no2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404275012074474;train;0.801744545;3;160;326;7;7;350;continuous
547_no2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.630064243520001;test;0.801744545;3;160;326;7;7;350;continuous
dermatology;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126103411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996063921095513;train;1.207706155;5;184;378;18;26;257;multinomial
dermatology;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126103411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978234974901642;test;1.207706155;5;184;378;18;26;257;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999560016774272;train;0.536418288333333;3;53;138;22;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984123566506331;test;0.536418288333333;3;53;138;22;64;1400;multinomial
dermatology;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.272425511666667;3;25;120;24;25;257;multinomial
dermatology;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986605521155831;test;0.272425511666667;3;25;120;24;25;257;multinomial
churn;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870309372788713;train;1.847680235;7;202;418;6;15;3500;binomial
churn;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855419979360765;test;1.847680235;7;202;418;6;15;3500;binomial
colic;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878305692514567;train;0.611725951666667;3;160;326;5;22;258;binomial
colic;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124152337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885879378837125;test;0.611725951666667;3;160;326;5;22;258;binomial
sleep;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126090239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903073602881337;train;41.6050311966667;1;120;242;13;13;74136;multinomial
sleep;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126090239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896774367837549;test;41.6050311966667;1;120;242;13;13;74136;multinomial
604_fri_c4_500_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830241913888104;train;0.485861851666667;10;50;460;10;10;350;continuous
604_fri_c4_500_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124154322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808326150407542;test;0.485861851666667;10;50;460;10;10;350;continuous
cleve;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983853311439518;train;3.50411056166667;20;500;1040;10;13;213;binomial
cleve;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125154217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875314228255405;test;3.50411056166667;20;500;1040;10;13;213;binomial
ring;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994326254667684;train;9.85482387165;6;220;452;20;20;5180;binomial
ring;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125175235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991040802744074;test;9.85482387165;6;220;452;20;20;5180;binomial
crx;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906959296309072;train;0.54089354665;8;52;376;2;13;483;binomial
crx;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885307781649245;test;0.54089354665;8;52;376;2;13;483;binomial
segmentation;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99796117398534;train;0.40070012;8;13;204;13;13;1617;multinomial
segmentation;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994439891675682;test;0.40070012;8;13;204;13;13;1617;multinomial
crx;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937892376681614;train;1.98209762666667;10;300;620;14;14;483;binomial
crx;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907181571815718;test;1.98209762666667;10;300;620;14;14;483;binomial
624_fri_c0_100_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476218154197331;train;0.113146101666667;3;25;166;5;5;70;continuous
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573_cpu_act;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335940533660898;test;2.244665785;5;32;202;3;16;5735;continuous
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594_fri_c2_100_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825164482601935;train;0.313296726666667;6;10;136;5;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.900486925760993;test;0.313296726666667;6;10;136;5;5;70;continuous
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confidence;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936666666666667;test;1.71213758166667;10;300;620;1;1;51;multinomial
colic;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901126244106862;train;0.72523615;3;160;326;5;22;258;binomial
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218_house_8L;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460093383919087;train;1.84205297333333;3;16;112;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439470827933475;test;1.84205297333333;3;16;112;8;8;15949;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805955694122544;train;0.255708018316667;3;10;72;5;5;175;continuous
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562_cpu_small;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.319850118430598;test;0.541842091666667;10;60;470;3;12;5735;continuous
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647_fri_c1_250_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882241564142949;test;0.333163798333333;8;50;376;5;10;175;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497256744633272;train;0.898745201666667;3;160;326;9;25;700;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125101500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49339372340627;test;0.898745201666667;3;160;326;9;25;700;continuous
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936;train;0.571662885;10;28;460;4;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858695652173913;test;0.571662885;10;28;460;4;7;65;binomial
credit_g;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.810624806681101;train;6.55679365666667;14;20;486;12;20;700;binomial
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581_fri_c3_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814926398715054;train;0.176768853333333;3;90;186;6;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892575845085385;test;0.176768853333333;3;90;186;6;25;350;continuous
1196_BNG_pharynx;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.658609503854699;train;31.8156677283333;1;120;242;10;10;700000;continuous
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574_house_16H;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.585395040086767;train;22.8648641;20;30;782;15;15;15949;continuous
574_house_16H;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124193933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.581812111827921;test;22.8648641;20;30;782;15;15;15949;continuous
diabetes;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832640895953757;train;0.531695171666667;10;32;450;8;8;538;binomial
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658_fri_c3_250_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125162608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229719499805008;train;2.01114716831667;10;268;556;7;25;175;continuous
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ring;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990444257997729;train;3.93234655331667;3;160;326;20;20;5180;binomial
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564_fried;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488516244568563;train;3.94910226666667;3;160;326;4;10;28538;continuous
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627_fri_c2_500_10;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836429016013606;train;0.839297865;3;160;326;5;10;350;continuous
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dermatology;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124213246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946660273299949;test;0.402028758333333;5;25;210;19;25;257;multinomial
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Hill_Valley_without_noise;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0418972733333333;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0418972733333333;3;4;32;0;1;849;binomial
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633_fri_c0_500_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509683214748975;train;2.20651793666667;9;50;402;15;25;350;continuous
633_fri_c0_500_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.519189695165722;test;2.20651793666667;9;50;402;15;25;350;continuous
612_fri_c1_1000_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828413768357714;train;0.842620463333333;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890964577227858;test;0.842620463333333;3;160;326;5;5;700;continuous
656_fri_c1_100_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801006110564609;train;0.415478175;9;25;418;3;5;70;continuous
656_fri_c1_100_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.04873799629738;test;0.415478175;9;25;418;3;5;70;continuous
344_mv;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0410594803590285;train;15.63729737;3;160;326;5;9;28538;continuous
344_mv;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141427_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0423841081980691;test;15.63729737;3;160;326;5;9;28538;continuous
592_fri_c4_1000_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853323294806512;train;0.8664847;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840005351695877;test;0.8664847;3;160;326;5;25;700;continuous
1201_BNG_breastTumor;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126094533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914478749522613;train;0.327911563333333;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126094533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915930437512419;test;0.327911563333333;3;45;166;9;9;81648;continuous
analcatdata_happiness;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124183118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864891518737673;train;2.91544235666667;20;500;1040;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124183118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.601190476190476;test;2.91544235666667;20;500;1040;1;3;42;multinomial
601_fri_c1_250_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219625217375178;train;1.44003355;11;288;598;4;5;175;continuous
601_fri_c1_250_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377416536749458;test;1.44003355;11;288;598;4;5;175;continuous
calendarDOW;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.750067340436947;train;0.307722471666667;8;14;202;2;14;280;multinomial
calendarDOW;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.689180357373761;test;0.307722471666667;8;14;202;2;14;280;multinomial
659_sleuth_ex1714;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.381984195991926;train;0.154466455;7;4;64;1;2;33;continuous
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609_fri_c0_1000_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523274396865111;test;0.315107523333333;8;25;366;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234544180708557;train;1.75338165;8;260;536;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126100723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331255211043929;test;1.75338165;8;260;536;5;5;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812991182521076;train;1.64173989166667;6;220;452;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842829857244797;test;1.64173989166667;6;220;452;10;10;700;continuous
twonorm;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998206763132911;train;0.266228573333333;3;64;166;20;20;5180;binomial
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606_fri_c2_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246629886399535;train;0.814620563333333;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320923362210869;test;0.814620563333333;3;160;326;5;10;700;continuous
ecoli;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96744025439581;train;0.769277105;6;5;66;4;5;229;multinomial
ecoli;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083745_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955447860962567;test;0.769277105;6;5;66;4;5;229;multinomial
562_cpu_small;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316466007582791;train;0.361178375;7;60;344;3;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126085513_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.323418430786614;test;0.361178375;7;60;344;3;12;5735;continuous
590_fri_c0_1000_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488439456138813;train;0.46584441;6;150;312;16;50;700;continuous
590_fri_c0_1000_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485338370831219;test;0.46584441;6;150;312;16;50;700;continuous
wdbc;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993926141885326;train;1.01533129333333;3;160;326;10;21;399;binomial
wdbc;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124175153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975384615384615;test;1.01533129333333;3;160;326;10;21;399;binomial
ecoli;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981533195978894;train;0.7912159;5;6;68;5;6;229;multinomial
ecoli;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960966416952554;test;0.7912159;5;6;68;5;6;229;multinomial
segmentation;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999131666821188;train;1.52428285166667;3;160;326;10;14;1617;multinomial
segmentation;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998602011768299;test;1.52428285166667;3;160;326;10;14;1617;multinomial
sonar;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150534_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99981220657277;train;1.73598541833333;7;240;494;56;60;146;binomial
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294_satellite_image;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125195720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.45807474735901;train;9.35389660666667;10;48;440;24;24;4505;continuous
294_satellite_image;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125195720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47306917377744;test;9.35389660666667;10;48;440;24;24;4505;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849439156535807;train;0.23631065;3;90;186;4;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820736772353849;test;0.23631065;3;90;186;4;50;700;continuous
analcatdata_asbestos;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.698732718894009;train;0.147534531666667;5;3;36;1;3;59;binomial
analcatdata_asbestos;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.748148148148148;test;0.147534531666667;5;3;36;1;3;59;binomial
analcatdata_germangss;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817421338026253;train;0.795240608333333;3;160;326;5;5;280;multinomial
analcatdata_germangss;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759026139524262;test;0.795240608333333;3;160;326;5;5;280;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999517239251416;train;2.61780962166667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994028469009178;test;2.61780962166667;3;160;326;64;64;1400;multinomial
603_fri_c0_250_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.432049435864445;train;1.20928320665;5;99;234;16;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.547857012282422;test;1.20928320665;5;99;234;16;50;175;continuous
analcatdata_happiness;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902529761904762;train;2.01263919;11;303;628;2;3;42;multinomial
analcatdata_happiness;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124154043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642361111111111;test;2.01263919;11;303;628;2;3;42;multinomial
waveform_21;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987648687859551;train;2.84405588666667;3;160;326;18;21;3500;multinomial
waveform_21;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125153509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962007130975002;test;2.84405588666667;3;160;326;18;21;3500;multinomial
analcatdata_lawsuit;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997198879551821;train;0.487105903333333;3;128;262;4;4;185;binomial
analcatdata_lawsuit;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.487105903333333;3;128;262;4;4;185;binomial
satimage;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124204828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980707137192146;train;0.595052435;7;25;226;25;25;4505;multinomial
satimage;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124204828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977856763200288;test;0.595052435;7;25;226;25;25;4505;multinomial
656_fri_c1_100_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385835949191424;train;2.21108217666667;10;300;620;4;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.534418507034848;test;2.21108217666667;10;300;620;4;5;70;continuous
690_visualizing_galaxy;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.308386809614677;train;0.207268688333333;6;20;228;4;4;227;continuous
690_visualizing_galaxy;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.307445935158609;test;0.207268688333333;6;20;228;4;4;227;continuous
601_fri_c1_250_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807093298418129;train;0.0959138233333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124203552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78594491428771;test;0.0959138233333333;3;25;156;5;5;175;continuous
ring;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9931673556605;train;8.02077173833333;7;240;494;20;20;5180;binomial
ring;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989342093612486;test;8.02077173833333;7;240;494;20;20;5180;binomial
656_fri_c1_100_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785400441633611;train;0.0973063216666667;3;10;76;5;5;70;continuous
656_fri_c1_100_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865357536115045;test;0.0973063216666667;3;10;76;5;5;70;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852804468516475;train;0.21592852;6;25;282;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836958914866958;test;0.21592852;6;25;282;5;5;700;continuous
spambase;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980161112819434;train;0.85433183;8;132;376;52;55;3221;binomial
spambase;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975265612966464;test;0.85433183;8;132;376;52;55;3221;binomial
603_fri_c0_250_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33585657486337;train;1.76491086666667;6;220;452;16;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.625222282524975;test;1.76491086666667;6;220;452;16;50;175;continuous
1089_USCrime;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125185644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.397850031441433;train;0.671513648333333;3;160;326;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125185644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.393977541748899;test;0.671513648333333;3;160;326;3;3;33;continuous
mfeat_karhunen;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.570638448333333;3;59;138;26;64;1400;multinomial
mfeat_karhunen;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989532173755728;test;0.570638448333333;3;59;138;26;64;1400;multinomial
prnn_crabs;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99979524979525;train;1.31324117333333;5;200;410;4;4;140;binomial
prnn_crabs;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994343891402715;test;1.31324117333333;5;200;410;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0752199033333333;3;16;98;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96484375;test;0.0752199033333333;3;16;98;4;4;140;binomial
twonorm;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999707811568277;train;4.97740771166667;3;160;326;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997065868214871;test;4.97740771166667;3;160;326;20;20;5180;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.957516339869281;train;0.539782326666667;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194511_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875;test;0.539782326666667;3;160;326;3;3;35;binomial
calendarDOW;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983221356571246;train;1.90896750666667;10;268;556;7;14;280;multinomial
calendarDOW;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882977001898737;test;1.90896750666667;10;268;556;7;14;280;multinomial
titanic;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787283253588517;train;0.425965591666667;7;28;320;2;7;1545;binomial
titanic;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.788779016613949;test;0.425965591666667;7;28;320;2;7;1545;binomial
627_fri_c2_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805327273013933;train;1.407406465;5;200;410;8;10;350;continuous
627_fri_c2_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867148304323292;test;1.407406465;5;200;410;8;10;350;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820142036418279;train;0.219398676666667;6;25;282;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.895640629641189;test;0.219398676666667;6;25;282;5;5;700;continuous
iris;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990051903114187;train;0.642976169983333;3;160;326;1;3;105;multinomial
iris;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984375;test;0.642976169983333;3;160;326;1;3;105;multinomial
606_fri_c2_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.159413902453604;train;2.76279571666667;7;240;494;8;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124195128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298390177381511;test;2.76279571666667;7;240;494;8;10;700;continuous
ring;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783621258372189;train;1.96028586833333;3;20;102;20;20;5180;binomial
ring;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.767542303886673;test;1.96028586833333;3;20;102;20;20;5180;binomial
german;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839612975564491;train;3.57142488335;14;380;788;20;20;700;binomial
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622_fri_c2_1000_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144120_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83809451444005;test;1.40239961498333;5;95;234;18;50;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837523078384876;train;0.904100736666667;3;72;150;5;100;700;continuous
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analcatdata_germangss;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818342930931083;train;2.60373953833333;12;340;704;5;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736483253588517;test;2.60373953833333;12;340;704;5;5;280;multinomial
593_fri_c1_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813562793299435;train;0.512182336666667;10;50;460;7;10;700;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848442303478671;test;0.512182336666667;10;50;460;7;10;700;continuous
584_fri_c4_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824032094626683;train;0.177950325;3;87;186;5;25;350;continuous
584_fri_c4_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785580660978382;test;0.177950325;3;87;186;5;25;350;continuous
magic;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859725860476834;train;2.47018134333333;3;160;326;9;9;13314;binomial
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breast_cancer_wisconsin;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9834229390681;test;0.959683988333333;3;160;326;14;22;399;binomial
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602_fri_c3_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240616052362537;train;2.27172013166667;14;376;780;3;9;175;continuous
602_fri_c3_250_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393992407479963;test;2.27172013166667;14;376;780;3;9;175;continuous
547_no2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458753064772647;train;1.2157434;6;220;452;7;7;350;continuous
547_no2;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.629700010156464;test;1.2157434;6;220;452;7;7;350;continuous
buggyCrx;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941892496814848;train;1.06543596833333;3;13;86;12;13;483;binomial
buggyCrx;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898393102096806;test;1.06543596833333;3;13;86;12;13;483;binomial
564_fried;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.502948392627243;train;6.48973359;10;20;402;6;10;28538;continuous
564_fried;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510534376462475;test;6.48973359;10;20;402;6;10;28538;continuous
646_fri_c3_500_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288444441609209;train;2.139182165;14;341;710;3;9;350;continuous
646_fri_c3_500_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360370740219018;test;2.139182165;14;341;710;3;9;350;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781752477549703;train;0.233292076666667;7;20;296;4;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.946124450656624;test;0.233292076666667;7;20;296;4;4;70;continuous
650_fri_c0_500_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465303799266627;train;1.60267193168333;8;228;472;23;50;350;continuous
650_fri_c0_500_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126100833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492415436904633;test;1.60267193168333;8;228;472;23;50;350;continuous
207_autoPrice;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370297440173798;train;0.682090135;3;160;326;10;10;112;continuous
207_autoPrice;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124161319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414894354923036;test;0.682090135;3;160;326;10;10;112;continuous
allhyper;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985134233895513;train;2.05564343166667;18;25;764;19;25;2640;multinomial
allhyper;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88075696905098;test;2.05564343166667;18;25;764;19;25;2640;multinomial
nikuradse_2;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124191843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835607207478229;train;0.0271072733333333;3;2;16;0;1;254;continuous
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651_fri_c0_100_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125095011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48990583699321;train;1.54690098333333;19;125;858;19;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125095011_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516377065763379;test;1.54690098333333;19;125;858;19;25;70;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.485719209045737;train;0.344963233333333;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482819172054556;test;0.344963233333333;3;10;72;5;5;700;continuous
heart_statlog;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946204695691817;train;0.79037582;3;160;326;12;13;189;binomial
heart_statlog;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836597307221542;test;0.79037582;3;160;326;12;13;189;binomial
529_pollen;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439903477656557;train;0.107402751666667;3;20;146;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454491448829286;test;0.107402751666667;3;20;146;4;4;2694;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852804468516475;train;0.128219435016667;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125120708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836958914866958;test;0.128219435016667;3;25;156;5;5;700;continuous
mnist;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124180347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993235584414633;train;150.78637677;0;100;200;642;647;49000;multinomial
mnist;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124180347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992768357605273;test;150.78637677;0;100;200;642;647;49000;multinomial
584_fri_c4_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832357049905277;train;0.852880478333333;3;160;326;23;25;350;continuous
584_fri_c4_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834840766844292;test;0.852880478333333;3;160;326;23;25;350;continuous
690_visualizing_galaxy;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.309089321005383;train;0.0997104833333333;3;20;142;4;4;227;continuous
690_visualizing_galaxy;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.305921397909235;test;0.0997104833333333;3;20;142;4;4;227;continuous
706_sleuth_case1202;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601511379655388;train;0.43586721;9;30;428;1;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.603460505328147;test;0.43586721;9;30;428;1;6;66;continuous
penguins;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.546497468316667;3;7;42;5;7;241;multinomial
penguins;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125162645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.546497468316667;3;7;42;5;7;241;multinomial
579_fri_c0_250_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495731093998031;train;0.215788936666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517228567926083;test;0.215788936666667;3;10;72;5;5;175;continuous
mfeat_zernike;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986694808360238;train;4.64318199166667;8;260;536;31;32;1400;multinomial
mfeat_zernike;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125085706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976353910778117;test;4.64318199166667;8;260;536;31;32;1400;multinomial
547_no2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.634802933931044;train;0.321611541666667;6;35;288;7;7;350;continuous
547_no2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.689624094951685;test;0.321611541666667;6;35;288;7;7;350;continuous
dis;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734090424397526;train;13.9557551116667;15;25;596;24;25;2641;binomial
dis;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.637880154110993;test;13.9557551116667;15;25;596;24;25;2641;binomial
647_fri_c1_250_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806593339340578;train;1.88746630833333;6;220;452;6;10;175;continuous
647_fri_c1_250_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845601510528647;test;1.88746630833333;6;220;452;6;10;175;continuous
letter;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995110585882179;train;28.8155559933167;10;268;556;13;16;14000;multinomial
letter;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991899471592622;test;28.8155559933167;10;268;556;13;16;14000;multinomial
590_fri_c0_1000_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126103553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260700330561185;train;2.42430763666667;6;220;452;8;50;700;continuous
590_fri_c0_1000_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126103553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428021625887746;test;2.42430763666667;6;220;452;8;50;700;continuous
1030_ERA;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740432864328918;train;1.750146235;20;292;624;4;4;700;continuous
1030_ERA;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.78389994677773;test;1.750146235;20;292;624;4;4;700;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125150821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812059459155601;train;0.869817228333333;6;50;272;3;25;700;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125150821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794851999285493;test;0.869817228333333;6;50;272;3;25;700;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.65800484499673;train;284.243299151667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659096923977955;test;284.243299151667;0;100;200;5;10;700000;continuous
584_fri_c4_500_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822738383522442;train;2.287002895;7;50;318;6;25;350;continuous
584_fri_c4_500_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785391551140464;test;2.287002895;7;50;318;6;25;350;continuous
calendarDOW;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906328907601753;train;2.10312184166667;10;284;588;7;14;280;multinomial
calendarDOW;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.755863225854605;test;2.10312184166667;10;284;588;7;14;280;multinomial
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126094327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801941038983127;train;0.406809683333333;3;50;146;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126094327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871434909214497;test;0.406809683333333;3;50;146;5;25;700;continuous
ann_thyroid;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996869463566498;train;3.19779549333333;3;160;326;10;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995016268093875;test;3.19779549333333;3;160;326;10;21;5040;multinomial
satimage;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125153234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971197693401112;train;2.98879775165;3;160;326;16;24;4505;multinomial
satimage;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125153234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969543547281612;test;2.98879775165;3;160;326;16;24;4505;multinomial
nikuradse_2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840871117831297;train;0.0413940516666667;3;5;40;0;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.743468290883518;test;0.0413940516666667;3;5;40;0;1;254;continuous
wine_quality_white;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.647025566292712;train;4.05938638168333;10;300;620;1;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.595568435358996;test;4.05938638168333;10;300;620;1;11;3429;multinomial
207_autoPrice;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125150149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.365772565866444;train;0.476951091666667;8;50;386;2;10;112;continuous
207_autoPrice;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125150149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.459595960811944;test;0.476951091666667;8;50;386;2;10;112;continuous
clean2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999564145693823;train;3.84184144833333;3;160;326;10;106;4619;binomial
clean2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997531868059662;test;3.84184144833333;3;160;326;10;106;4619;binomial
608_fri_c3_1000_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181756964824071;train;0.79330488665;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324026757838668;test;0.79330488665;3;160;326;5;10;700;continuous
churn;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867703896200225;train;6.73539662833333;12;15;356;9;15;3500;binomial
churn;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841050396709344;test;6.73539662833333;12;15;356;9;15;3500;binomial
irish;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124205559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846436577004219;train;0.559612413333333;7;4;62;3;4;350;binomial
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601_fri_c1_250_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.772610950384894;train;0.120295018333333;3;25;156;5;5;175;continuous
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622_fri_c2_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793857484381849;train;1.37113498666667;5;98;234;14;50;700;continuous
622_fri_c2_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.849698688387856;test;1.37113498666667;5;98;234;14;50;700;continuous
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650_fri_c0_500_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.55314575110021;test;0.378360631666667;5;130;270;18;50;350;continuous
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612_fri_c1_1000_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841532612267416;train;0.297137208316667;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857908927552616;test;0.297137208316667;3;10;72;5;5;700;continuous
cleveland;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.706583598737445;train;3.66964792998333;6;13;152;4;13;213;multinomial
cleveland;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125163542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.704466101694915;test;3.66964792998333;6;13;152;4;13;213;multinomial
657_fri_c2_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28278882660907;train;1.93954219833333;14;348;724;2;10;175;continuous
657_fri_c2_250_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.513473639444331;test;1.93954219833333;14;348;724;2;10;175;continuous
vehicle;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93876455026455;train;0.0804960616666667;3;13;78;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941579131564025;test;0.0804960616666667;3;13;78;13;13;593;multinomial
backache;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820462370880472;train;5.64942233833333;16;31;682;24;31;126;binomial
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590_fri_c0_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467276647963626;train;0.39044777;5;130;270;21;50;700;continuous
590_fri_c0_1000_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482959758577022;test;0.39044777;5;130;270;21;50;700;continuous
643_fri_c2_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843882851394451;train;0.354827885;6;124;312;13;25;350;continuous
643_fri_c2_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.888349298358371;test;0.354827885;6;124;312;13;25;350;continuous
599_fri_c2_1000_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126110634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175058393577434;train;2.41743553333333;10;300;620;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126110634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283214230312077;test;2.41743553333333;10;300;620;5;5;700;continuous
522_pm10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847821492185238;train;0.31486387;6;35;292;4;7;350;continuous
522_pm10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818276557918234;test;0.31486387;6;35;292;4;7;350;continuous
604_fri_c4_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829598683521425;train;0.587853615;3;20;134;6;10;350;continuous
604_fri_c4_500_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83369926912591;test;0.587853615;3;20;134;6;10;350;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193675478016366;train;1.60643296166667;12;297;618;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125111331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344676247893678;test;1.60643296166667;12;297;618;5;5;175;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456907359405511;train;1.77302236833333;7;240;494;13;50;350;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126090411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503972506811108;test;1.77302236833333;7;240;494;13;50;350;continuous
594_fri_c2_100_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804509860969249;train;0.242287105;6;25;292;5;5;70;continuous
594_fri_c2_100_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.928162881189646;test;0.242287105;6;25;292;5;5;70;continuous
segmentation;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830436984421063;train;0.289772718333333;5;13;138;11;13;1617;multinomial
segmentation;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807415857369709;test;0.289772718333333;5;13;138;11;13;1617;multinomial
227_cpu_small;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.142995695965674;train;14.039752125;13;296;618;11;12;5735;continuous
227_cpu_small;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180629215045506;test;14.039752125;13;296;618;11;12;5735;continuous
credit_g;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817023022392688;train;2.49448345165;11;320;662;12;20;700;binomial
credit_g;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.766753650546888;test;2.49448345165;11;320;662;12;20;700;binomial
iris;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995078995078995;train;0.662190535;3;160;326;1;3;105;multinomial
iris;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990196078431373;test;0.662190535;3;160;326;1;3;105;multinomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943396226415094;train;0.747248006666667;13;28;586;6;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805555555555556;test;0.747248006666667;13;28;586;6;7;68;binomial
542_pollution;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.625955797180728;train;1.04522544666667;5;200;410;3;10;42;continuous
542_pollution;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.651935538656511;test;1.04522544666667;5;200;410;3;10;42;continuous
coil2000;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703372640807335;train;1.14241357668333;3;77;166;2;59;6876;binomial
coil2000;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723678801491778;test;1.14241357668333;3;77;166;2;59;6876;binomial
581_fri_c3_500_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.778311075473572;train;1.04394383331667;7;50;318;10;25;350;continuous
581_fri_c3_500_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865172094496619;test;1.04394383331667;7;50;318;10;25;350;continuous
665_sleuth_case2002;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.671034712256123;train;1.80990270666667;7;240;494;6;6;103;continuous
665_sleuth_case2002;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125134537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809635655364422;test;1.80990270666667;7;240;494;6;6;103;continuous
letter;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125103250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995772120304821;train;32.4955236;9;280;578;15;16;14000;multinomial
letter;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125103250_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992604967195001;test;32.4955236;9;280;578;15;16;14000;multinomial
542_pollution;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400770756811979;train;1.00106619;5;200;410;4;10;42;continuous
542_pollution;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.706722441520297;test;1.00106619;5;200;410;4;10;42;continuous
breast;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996144332896843;train;0.96161789;6;9;114;7;9;490;binomial
breast;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990750472987177;test;0.96161789;6;9;114;7;9;490;binomial
cmc;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787078715675201;train;1.81898143833333;5;200;410;9;9;1032;multinomial
cmc;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125123001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.713069668426811;test;1.81898143833333;5;200;410;9;9;1032;multinomial
210_cloud;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.236154899165791;train;1.29327656665;7;240;494;4;5;76;continuous
210_cloud;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140926_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.327897134035379;test;1.29327656665;7;240;494;4;5;76;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208188468136573;train;1.970966315;10;300;620;4;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125115147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.546425126275824;test;1.970966315;10;300;620;4;5;175;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126094636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489030655967884;train;0.167682681666667;3;85;176;6;25;700;continuous
598_fri_c0_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126094636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540325467071444;test;0.167682681666667;3;85;176;6;25;700;continuous
waveform_21;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967302396171583;train;0.397187898333333;7;21;248;18;21;3500;multinomial
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1089_USCrime;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.366846242271886;train;0.166531046666667;5;20;198;4;4;33;continuous
1089_USCrime;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.542798033043603;test;0.166531046666667;5;20;198;4;4;33;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.584757662225457;train;0.244669158333333;6;25;292;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457495260081881;test;0.244669158333333;6;25;292;5;5;70;continuous
647_fri_c1_250_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78683950373636;train;0.475988076666667;9;50;418;7;10;175;continuous
647_fri_c1_250_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.904973103933102;test;0.475988076666667;9;50;418;7;10;175;continuous
197_cpu_act;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.320927689387104;train;1.716989705;5;31;220;3;16;5735;continuous
197_cpu_act;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339688322255651;test;1.716989705;5;31;220;3;16;5735;continuous
613_fri_c3_250_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783440055956642;train;0.721892883333333;8;10;172;5;5;175;continuous
613_fri_c3_250_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126085001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867267312323929;test;0.721892883333333;8;10;172;5;5;175;continuous
230_machine_cpu;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125141201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.261390194405107;train;0.707669713333333;13;30;586;2;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125141201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.302479935668097;test;0.707669713333333;13;30;586;2;6;147;continuous
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waveform_40;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965924152306446;train;0.367432013316667;5;40;220;16;40;3500;multinomial
waveform_40;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124211846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968360657697021;test;0.367432013316667;5;40;220;16;40;3500;multinomial
622_fri_c2_1000_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212396873968763;train;4.44826687666667;8;260;536;38;50;700;continuous
622_fri_c2_1000_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35740786703231;test;4.44826687666667;8;260;536;38;50;700;continuous
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225_puma8NH;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.740966829000734;train;0.139618426666667;3;40;166;6;8;5735;continuous
225_puma8NH;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172004_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770608296585329;test;0.139618426666667;3;40;166;6;8;5735;continuous
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fars;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894130957540568;test;30.7050596;1;120;242;21;21;70678;multinomial
irish;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888185793798039;train;0.506210641666667;13;16;380;3;4;350;binomial
irish;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877779770444763;test;0.506210641666667;13;16;380;3;4;350;binomial
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125152237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812438212545275;train;1.33242161666667;6;20;254;7;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125152237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869915772519855;test;1.33242161666667;6;20;254;7;10;700;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215203815381163;train;2.746131645;13;360;746;4;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346987748466178;test;2.746131645;13;360;746;4;50;350;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739998171197799;train;0.876441343333333;3;72;150;48;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814019022212122;test;0.876441343333333;3;72;150;48;50;175;continuous
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mfeat_zernike;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977397048393167;test;2.69153719833333;5;200;410;32;33;1400;multinomial
clean1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946935698129465;train;10.1859967683333;14;89;600;45;89;334;binomial
clean1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845788043478261;test;10.1859967683333;14;89;600;45;89;334;binomial
1030_ERA;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733827191694616;train;0.346641415;10;20;398;4;4;700;continuous
1030_ERA;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791657520960867;test;0.346641415;10;20;398;4;4;700;continuous
649_fri_c0_500_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293274614795899;train;0.663733903333333;3;160;326;5;5;350;continuous
649_fri_c0_500_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393244402972006;test;0.663733903333333;3;160;326;5;5;350;continuous
ring;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.774365911255527;train;1.26456428166667;3;160;326;20;20;5180;binomial
ring;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.766181618198375;test;1.26456428166667;3;160;326;20;20;5180;binomial
credit_g;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.800920197958553;train;0.960787628333333;13;80;586;6;20;700;binomial
credit_g;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125155406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.76843910806175;test;0.960787628333333;13;80;586;6;20;700;binomial
dis;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841650671785029;train;1.382483335;3;160;326;25;25;2641;binomial
dis;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.673518321173867;test;1.382483335;3;160;326;25;25;2641;binomial
678_visualizing_environmental;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.696410187105452;train;0.142470084983333;5;15;160;3;3;78;continuous
678_visualizing_environmental;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.936511822399865;test;0.142470084983333;5;15;160;3;3;78;continuous
credit_g;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778854318726088;train;0.804206746666667;9;80;418;4;20;700;binomial
credit_g;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125111214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.748487035700405;test;0.804206746666667;9;80;418;4;20;700;binomial
645_fri_c3_500_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791452039854342;train;1.79159566501667;7;240;494;15;50;350;continuous
645_fri_c3_500_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799118830878094;test;1.79159566501667;7;240;494;15;50;350;continuous
haberman;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124190059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.699770258980785;train;0.77037805;3;160;326;3;3;215;binomial
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movement_libras;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998946164551132;train;2.96290706166667;10;300;620;21;22;252;multinomial
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634_fri_c2_100_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125103126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795607306899987;train;0.502307573333333;5;20;212;3;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125103126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77739126441438;test;0.502307573333333;5;20;212;3;10;70;continuous
satimage;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991625550561372;train;6.59646887;6;220;452;27;27;4505;multinomial
satimage;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126111448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986175571974251;test;6.59646887;6;220;452;27;27;4505;multinomial
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581_fri_c3_500_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828060384842357;train;1.52289007666667;5;200;410;6;25;350;continuous
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604_fri_c4_500_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125103147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.862425119627552;train;1.49089751166667;8;20;326;5;10;350;continuous
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movement_libras;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.88387670666667;5;200;410;18;21;252;multinomial
movement_libras;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977479707084299;test;1.88387670666667;5;200;410;18;21;252;multinomial
heart_h;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935626738078072;train;1.118048135;9;12;216;11;12;206;binomial
heart_h;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125155122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948760330578512;test;1.118048135;9;12;216;11;12;206;binomial
pendigits;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997736475091238;train;34.2506189383333;2;16;70;16;16;7695;multinomial
pendigits;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997488342907132;test;34.2506189383333;2;16;70;16;16;7695;multinomial
519_vinnie;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473995463137929;train;0.813113816666667;3;160;326;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173350_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.491702478087979;test;0.813113816666667;3;160;326;1;2;266;continuous
sonar;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865384615384615;train;0.214752416666667;3;84;174;7;59;146;binomial
sonar;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124202651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818181818181818;test;0.214752416666667;3;84;174;7;59;146;binomial
magic;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932789992174102;train;8.86969669666667;3;160;326;9;9;13314;binomial
magic;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91928605826209;test;8.86969669666667;3;160;326;9;9;13314;binomial
666_rmftsa_ladata;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.766515242912016;train;1.189940925;6;220;452;8;10;356;continuous
666_rmftsa_ladata;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126091058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.547093500736585;test;1.189940925;6;220;452;8;10;356;continuous
651_fri_c0_100_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126102611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522633681060459;train;2.13832737833333;12;50;528;24;25;70;continuous
651_fri_c0_100_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126102611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.691760724015231;test;2.13832737833333;12;50;528;24;25;70;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814118176389358;train;0.255867626666667;3;90;186;5;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.909459550215112;test;0.255867626666667;3;90;186;5;50;350;continuous
593_fri_c1_1000_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125205837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831893618693011;train;0.552175373333333;11;50;502;5;10;700;continuous
593_fri_c1_1000_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125205837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815479019581266;test;0.552175373333333;11;50;502;5;10;700;continuous
pima;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817372311827957;train;0.480462106666667;9;32;410;3;8;538;binomial
pima;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852422544495715;test;0.480462106666667;9;32;410;3;8;538;binomial
627_fri_c2_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820697397753584;train;0.107772785;3;50;166;5;10;350;continuous
627_fri_c2_500_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124210636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821140974556666;test;0.107772785;3;50;166;5;10;350;continuous
schizo;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.715940072016461;train;2.46806535833333;12;340;704;2;13;238;multinomial
schizo;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.558633207070707;test;2.46806535833333;12;340;704;2;13;238;multinomial
breast;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991392045454545;train;0.681902426666667;3;160;326;5;9;490;binomial
breast;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987364969135803;test;0.681902426666667;3;160;326;5;9;490;binomial
allhypo;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85442072571451;train;1.32910062666667;15;24;604;24;24;2639;multinomial
allhypo;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124181445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793415754914314;test;1.32910062666667;15;24;604;24;24;2639;multinomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81993006993007;train;0.539166805;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874125874125874;test;0.539166805;3;160;326;3;3;59;binomial
656_fri_c1_100_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305850443053169;train;1.209542435;7;240;494;5;5;70;continuous
656_fri_c1_100_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.484957901535159;test;1.209542435;7;240;494;5;5;70;continuous
644_fri_c4_250_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.433751307543288;train;2.73467084833333;16;372;776;2;25;175;continuous
644_fri_c4_250_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085401_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.557301867112677;test;2.73467084833333;16;372;776;2;25;175;continuous
analcatdata_boxing2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747863247863248;train;0.0901095483166667;3;3;24;1;3;93;binomial
analcatdata_boxing2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585561497326203;test;0.0901095483166667;3;3;24;1;3;93;binomial
credit_a;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124211806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934127783761248;train;1.47327631166667;7;240;494;9;14;483;binomial
credit_a;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124211806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92491982644784;test;1.47327631166667;7;240;494;9;14;483;binomial
1030_ERA;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.716277296681004;train;0.67806245;3;160;326;4;4;700;continuous
1030_ERA;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.832840483691378;test;0.67806245;3;160;326;4;4;700;continuous
collins;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95738317822071;train;1.41591171165;3;160;326;2;20;340;multinomial
collins;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956401124990869;test;1.41591171165;3;160;326;2;20;340;multinomial
547_no2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.632256857490196;train;0.490656246666667;3;14;86;7;7;350;continuous
547_no2;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.680325281209301;test;0.490656246666667;3;14;86;7;7;350;continuous
sleep;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126102756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891537762733152;train;36.6335613216667;3;160;326;13;13;74136;multinomial
sleep;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126102756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896604049160115;test;36.6335613216667;3;160;326;13;13;74136;multinomial
glass2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812348668280872;train;1.020519815;5;200;410;4;9;115;binomial
glass2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.769642857142857;test;1.020519815;5;200;410;4;9;115;binomial
allhypo;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151810_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862657690088227;train;1.11367507833333;13;24;530;14;24;2639;multinomial
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vowel;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969519165902857;train;0.484184648333333;8;13;214;9;13;693;multinomial
vowel;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954214404987755;test;0.484184648333333;8;13;214;9;13;693;multinomial
analcatdata_aids;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.730263157894737;train;0.03626823;3;3;24;2;3;35;binomial
analcatdata_aids;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.648148148148148;test;0.03626823;3;3;24;2;3;35;binomial
1196_BNG_pharynx;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660604058784118;train;24.2499259283333;3;20;132;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662469277656716;test;24.2499259283333;3;20;132;10;10;700000;continuous
lupus;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882867132867133;train;0.606548138333333;3;160;326;1;2;61;binomial
lupus;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840236686390533;test;0.606548138333333;3;160;326;1;2;61;binomial
allhyper;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955700640013508;train;4.66051069666667;18;309;654;25;25;2640;multinomial
allhyper;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125141121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977808678116055;test;4.66051069666667;18;309;654;25;25;2640;multinomial
adult;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884125464990533;train;19.13475089;3;12;76;5;12;34190;binomial
adult;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881934303137617;test;19.13475089;3;12;76;5;12;34190;binomial
ionosphere;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998588368153585;train;0.878725881666667;3;160;326;32;32;246;binomial
ionosphere;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972245236122618;test;0.878725881666667;3;160;326;32;32;246;binomial
690_visualizing_galaxy;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.103303655249369;train;0.591040636666667;3;160;326;3;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196178148556874;test;0.591040636666667;3;160;326;3;3;227;continuous
657_fri_c2_250_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849558041616889;train;0.814161388333333;3;160;326;1;10;175;continuous
657_fri_c2_250_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866228681505494;test;0.814161388333333;3;160;326;1;10;175;continuous
vowel;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966261981901139;train;20.5553678233333;9;13;236;9;13;693;multinomial
vowel;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95780827230827;test;20.5553678233333;9;13;236;9;13;693;multinomial
analcatdata_creditscore;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990384615384615;train;0.145216861666667;3;6;46;4;6;70;binomial
analcatdata_creditscore;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.145216861666667;3;6;46;4;6;70;binomial
712_chscase_geyser1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478759719647614;train;0.223310700016667;6;4;56;1;2;156;continuous
712_chscase_geyser1;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436461818061805;test;0.223310700016667;6;4;56;1;2;156;continuous
666_rmftsa_ladata;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.643200160340621;train;1.50158655833333;7;240;494;3;10;356;continuous
666_rmftsa_ladata;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442327037497157;test;1.50158655833333;7;240;494;3;10;356;continuous
penguins;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.664430633333333;3;160;326;6;7;241;multinomial
penguins;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124154136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999186991869919;test;0.664430633333333;3;160;326;6;7;241;multinomial
yeast;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893270766188649;train;0.446103253333333;13;8;216;7;8;1036;multinomial
yeast;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878922597137931;test;0.446103253333333;13;8;216;7;8;1036;multinomial
texture;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99954114617605;train;7.79978562;7;208;430;12;12;3850;multinomial
texture;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140053_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999728648269814;test;7.79978562;7;208;430;12;12;3850;multinomial
678_visualizing_environmental;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.719596210179247;train;1.23964101166667;5;200;410;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770227744096025;test;1.23964101166667;5;200;410;3;3;78;continuous
breast_cancer_wisconsin;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986559571619813;train;0.619810618333333;3;160;326;10;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985065710872162;test;0.619810618333333;3;160;326;10;20;399;binomial
mfeat_zernike;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986920114846838;train;22.933260205;3;33;132;30;33;1400;multinomial
mfeat_zernike;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977758505874433;test;22.933260205;3;33;132;30;33;1400;multinomial
547_no2;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.619850268896785;train;0.824867376666667;5;14;132;7;7;350;continuous
547_no2;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.707281876439234;test;0.824867376666667;5;14;132;7;7;350;continuous
analcatdata_germangss;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807535789691587;train;0.114517375;8;5;86;3;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712557392684121;test;0.114517375;8;5;86;3;5;280;multinomial
diabetes;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932151693873422;train;0.699750948333333;3;160;326;6;8;538;binomial
diabetes;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826121603315005;test;0.699750948333333;3;160;326;6;8;538;binomial
678_visualizing_environmental;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806644012296394;train;0.257535891666667;7;6;96;2;3;78;continuous
678_visualizing_environmental;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.879407835944974;test;0.257535891666667;7;6;96;2;3;78;continuous
contraceptive;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.704583161180545;train;2.18048214666667;7;9;132;3;9;1032;multinomial
contraceptive;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685139602580828;test;2.18048214666667;7;9;132;3;9;1032;multinomial
credit_g;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803837383480742;train;0.20259879;3;59;166;7;20;700;binomial
credit_g;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125132809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783021486869136;test;0.20259879;3;59;166;7;20;700;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.206833031666667;3;4;30;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986486486486486;test;0.206833031666667;3;4;30;2;4;185;binomial
flags;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851603650026839;train;3.00150325666667;3;39;138;32;39;125;multinomial
flags;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.661786492374728;test;3.00150325666667;3;39;138;32;39;125;multinomial
663_rabe_266;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0949154135652413;train;1.436499705;9;264;546;2;2;84;continuous
663_rabe_266;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147284520336806;test;1.436499705;9;264;546;2;2;84;continuous
fars;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869777508946138;train;40.4603877483333;0;100;200;21;21;70678;multinomial
fars;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85263156391696;test;40.4603877483333;0;100;200;21;21;70678;multinomial
twonorm;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997971050271441;train;6.39049912166667;3;160;326;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996947188223176;test;6.39049912166667;3;160;326;20;20;5180;binomial
1096_FacultySalaries;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.398067252761454;train;0.063304405;3;10;80;1;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423887501215109;test;0.063304405;3;10;80;1;2;35;continuous
678_visualizing_environmental;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.722799052149646;train;0.674474021666667;3;160;326;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.729025474224125;test;0.674474021666667;3;160;326;3;3;78;continuous
ring;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774906205390255;train;0.903114556666667;10;79;460;20;20;5180;binomial
ring;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092805_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75974265795115;test;0.903114556666667;10;79;460;20;20;5180;binomial
appendicitis;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876666666666667;train;0.486891835;3;160;326;4;4;75;binomial
appendicitis;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172932_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853333333333333;test;0.486891835;3;160;326;4;4;75;binomial
612_fri_c1_1000_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847461598665375;train;0.20681658;5;25;240;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840957140600234;test;0.20681658;5;25;240;5;5;700;continuous
210_cloud;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.27718232910143;train;0.13131372;3;10;72;4;5;76;continuous
210_cloud;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.246157896947753;test;0.13131372;3;10;72;4;5;76;continuous
coil2000;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711115114459366;train;14.578799985;18;460;956;23;59;6876;binomial
coil2000;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125205103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.700860328427854;test;14.578799985;18;460;956;23;59;6876;binomial
horse_colic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898871302542813;train;2.42948513;9;280;578;17;22;258;binomial
horse_colic;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125112325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848389355742297;test;2.42948513;9;280;578;17;22;258;binomial
mfeat_karhunen;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.851712653333333;5;56;222;40;64;1400;multinomial
mfeat_karhunen;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980095669121469;test;0.851712653333333;5;56;222;40;64;1400;multinomial
654_fri_c0_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537350528750575;train;0.855443451666667;3;160;326;5;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.559926494633612;test;0.855443451666667;3;160;326;5;10;350;continuous
pendigits;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99686883643235;train;9.420349795;3;160;326;15;16;7695;multinomial
pendigits;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996934883643993;test;9.420349795;3;160;326;15;16;7695;multinomial
665_sleuth_case2002;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.719203829163428;train;0.108940251666667;3;30;166;2;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822794667190722;test;0.108940251666667;3;30;166;2;6;103;continuous
207_autoPrice;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.407564277770231;train;2.26605727333333;12;22;526;5;11;112;continuous
207_autoPrice;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369794935768892;test;2.26605727333333;12;22;526;5;11;112;continuous
wine_quality_red;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836991272844447;train;2.43282539;12;237;498;8;11;1120;multinomial
wine_quality_red;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083741_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.783587959505435;test;2.43282539;12;237;498;8;11;1120;multinomial
613_fri_c3_250_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796164043680598;train;0.417742538333333;10;25;450;5;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808257031888524;test;0.417742538333333;10;25;450;5;5;175;continuous
tae;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.347249425;5;5;58;4;5;106;multinomial
tae;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.347249425;5;5;58;4;5;106;multinomial
197_cpu_act;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.323157999003587;train;0.293126866666667;5;90;260;4;18;5735;continuous
197_cpu_act;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.343789300378535;test;0.293126866666667;5;90;260;4;18;5735;continuous
1096_FacultySalaries;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7538867627364;train;1.74880097666667;9;280;578;2;2;35;continuous
1096_FacultySalaries;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125204056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.669564807914789;test;1.74880097666667;9;280;578;2;2;35;continuous
crx;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940261149618428;train;1.79374406833333;9;280;578;9;13;483;binomial
crx;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915841121495327;test;1.79374406833333;9;280;578;9;13;483;binomial
561_cpu;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.150179798485113;train;0.432573013333333;8;35;376;6;7;147;continuous
561_cpu;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124173259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.236382537803611;test;0.432573013333333;8;35;376;6;7;147;continuous
irish;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872780280943546;train;1.80016564666667;10;300;620;3;4;350;binomial
irish;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126114138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898045193687231;test;1.80016564666667;10;300;620;3;4;350;binomial
665_sleuth_case2002;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125131058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.647530644779752;train;0.50953342;10;30;460;2;6;103;continuous
665_sleuth_case2002;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125131058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.775710710958144;test;0.50953342;10;30;460;2;6;103;continuous
magic;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844515807517698;train;1.16162908333333;10;36;424;9;9;13314;binomial
magic;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836883369180601;test;1.16162908333333;10;36;424;9;9;13314;binomial
562_cpu_small;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.182275303742495;train;1.47550937333333;3;160;326;12;12;5735;continuous
562_cpu_small;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.1973949906631;test;1.47550937333333;3;160;326;12;12;5735;continuous
622_fri_c2_1000_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791433736045179;train;0.69530827;9;210;438;14;50;700;continuous
622_fri_c2_1000_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860543718865643;test;0.69530827;9;210;438;14;50;700;continuous
heart_c;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874623427255006;train;0.56678944;9;52;418;3;13;213;binomial
heart_c;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86299648064354;test;0.56678944;9;52;418;3;13;213;binomial
titanic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.817438277511962;train;1.87234080666667;6;220;452;6;7;1545;binomial
titanic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124212726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.823225901367157;test;1.87234080666667;6;220;452;6;7;1545;binomial
analcatdata_happiness;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877034023668639;train;2.54901382001667;14;380;788;2;3;42;multinomial
analcatdata_happiness;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.696428571428571;test;2.54901382001667;14;380;788;2;3;42;multinomial
ann_thyroid;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124151120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990542152510447;train;3.304184715;7;240;494;12;21;5040;multinomial
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591_fri_c1_100_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490716371238723;train;0.571999738333333;3;160;326;3;10;70;continuous
591_fri_c1_100_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126103130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.709243894385438;test;0.571999738333333;3;160;326;3;10;70;continuous
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segmentation;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997186526256188;train;0.180931718333333;3;14;92;6;14;1617;multinomial
segmentation;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996511856319308;test;0.180931718333333;3;14;92;6;14;1617;multinomial
cloud;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.684796448223558;train;0.658832350016667;8;6;104;5;6;76;multinomial
cloud;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.432627865961199;test;0.658832350016667;8;6;104;5;6;76;multinomial
Hill_Valley_without_noise;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.82593149540518;train;1.96995291333333;8;260;536;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.507155580124071;test;1.96995291333333;8;260;536;1;1;849;binomial
228_elusage;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.422268693599121;train;0.602550694983333;3;160;326;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.420098315972197;test;0.602550694983333;3;160;326;1;1;39;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.807821286543209;train;0.778132078333333;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800698942315388;test;0.778132078333333;3;160;326;5;5;700;continuous
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645_fri_c3_500_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829657547353471;test;4.27607995333333;13;360;746;3;49;350;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824843029882218;train;0.418900238333333;5;130;270;13;50;700;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836212347844739;test;0.418900238333333;5;130;270;13;50;700;continuous
687_sleuth_ex1605;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.620543553491535;train;1.25960000833333;6;220;452;1;5;44;continuous
687_sleuth_ex1605;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.672490940303262;test;1.25960000833333;6;220;452;1;5;44;continuous
626_fri_c2_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823638970510983;train;2.00637803498333;11;100;486;6;50;350;continuous
626_fri_c2_500_50;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837325180195172;test;2.00637803498333;11;100;486;6;50;350;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380236270750067;train;4.08095952;6;220;452;13;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.509798333253225;test;4.08095952;6;220;452;13;72;742;continuous
banana;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978459177537858;train;2.19934366833333;6;220;452;2;2;3710;binomial
banana;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113808_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963791296103942;test;2.19934366833333;6;220;452;2;2;3710;binomial
diabetes;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830652549372982;train;0.788158533333333;9;8;152;8;8;538;binomial
diabetes;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86141935483871;test;0.788158533333333;9;8;152;8;8;538;binomial
diabetes;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125150339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830622512577908;train;0.851323646666667;16;32;692;8;8;538;binomial
diabetes;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125150339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.856602150537634;test;0.851323646666667;16;32;692;8;8;538;binomial
dis;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985779509089386;train;6.05138439998333;16;384;800;2;25;2641;binomial
dis;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126091140_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907581173666965;test;6.05138439998333;16;384;800;2;25;2641;binomial
654_fri_c0_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302287232291552;train;2.099989285;20;324;688;7;10;350;continuous
654_fri_c0_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463751963233131;test;2.099989285;20;324;688;7;10;350;continuous
ecoli;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125142944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97443199502023;train;0.887389011666667;6;5;66;5;5;229;multinomial
ecoli;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125142944_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981862883493318;test;0.887389011666667;6;5;66;5;5;229;multinomial
557_analcatdata_apnea1;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.172268320943559;train;0.246837915;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125201429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297805164683638;test;0.246837915;3;6;48;3;3;333;continuous
satimage;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995772730516809;train;3.14446449;3;160;326;27;27;4505;multinomial
satimage;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984050615109428;test;3.14446449;3;160;326;27;27;4505;multinomial
678_visualizing_environmental;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.882468363679423;train;1.351738475;7;240;494;2;3;78;continuous
678_visualizing_environmental;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.894640900507458;test;1.351738475;7;240;494;2;3;78;continuous
heart_statlog;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948256211534078;train;0.166018015;3;49;174;5;13;189;binomial
heart_statlog;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839657282741738;test;0.166018015;3;49;174;5;13;189;binomial
heart_h;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904731457800512;train;1.09413526666667;5;200;410;3;12;206;binomial
heart_h;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126113740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.849736842105263;test;1.09413526666667;5;200;410;3;12;206;binomial
hepatitis;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125204648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908008658008658;train;2.94116384666667;15;400;830;3;19;109;binomial
hepatitis;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125204648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862337662337662;test;2.94116384666667;15;400;830;3;19;109;binomial
waveform_40;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968749668986657;train;0.859183471666667;9;40;388;18;40;3500;multinomial
waveform_40;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974679766739801;test;0.859183471666667;9;40;388;18;40;3500;multinomial
iris;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995078995078995;train;0.13983005665;3;3;24;1;3;105;multinomial
iris;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998217468805704;test;0.13983005665;3;3;24;1;3;105;multinomial
mfeat_zernike;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988110390585805;train;28.5730640083333;3;32;134;32;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121750_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977287013455659;test;28.5730640083333;3;32;134;32;32;1400;multinomial
cars;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125193310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848958991200371;train;0.772030823316667;6;6;80;4;6;275;multinomial
cars;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125193310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.809104137495539;test;0.772030823316667;6;6;80;4;6;275;multinomial
irish;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89271954954065;train;0.192387895;5;16;174;3;4;350;binomial
irish;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817369093231162;test;0.192387895;5;16;174;3;4;350;binomial
557_analcatdata_apnea1;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.319163021342648;train;1.33473597833333;11;208;438;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123858_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.170422223636281;test;1.33473597833333;11;208;438;3;3;333;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818613090512556;train;0.92279851;3;160;326;13;25;350;continuous
584_fri_c4_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808332010842204;test;0.92279851;3;160;326;13;25;350;continuous
profb;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.704774767617383;train;2.77681557333333;15;400;830;2;9;471;binomial
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592_fri_c4_1000_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85139233853884;train;2.60807219666667;8;50;356;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837811855900852;test;2.60807219666667;8;50;356;5;25;700;continuous
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mfeat_morphological;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915644791036895;test;0.659976618333333;3;2;16;2;2;1400;multinomial
confidence;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786772486772487;train;1.84152208;8;260;536;1;1;51;multinomial
confidence;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8;test;1.84152208;8;260;536;1;1;51;multinomial
vowel;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973101658735371;train;12.99118805;6;13;146;13;13;693;multinomial
vowel;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126093227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950375028879442;test;12.99118805;6;13;146;13;13;693;multinomial
687_sleuth_ex1605;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390714434940827;train;0.592154616666667;3;160;326;5;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.672907179879471;test;0.592154616666667;3;160;326;5;5;44;continuous
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606_fri_c2_1000_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.773239387652687;test;1.01403600666667;3;160;326;5;10;700;continuous
637_fri_c1_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837724053778756;train;0.752648888333333;12;212;468;16;50;350;continuous
637_fri_c1_500_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.87179550777295;test;0.752648888333333;12;212;468;16;50;350;continuous
228_elusage;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.434982896632663;train;0.85271157;3;160;326;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.314209046822414;test;0.85271157;3;160;326;1;1;39;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124165029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239387290945443;train;3.29858146833333;11;320;662;8;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124165029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.430022066224046;test;3.29858146833333;11;320;662;8;25;350;continuous
560_bodyfat;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.064388138012944;train;1.613224535;5;200;410;2;13;177;continuous
560_bodyfat;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0633827533003775;test;1.613224535;5;200;410;2;13;177;continuous
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997720646700239;train;1.18122739833333;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125112801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994766009852217;test;1.18122739833333;3;160;326;22;22;399;binomial
633_fri_c0_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503099201301118;train;1.35097751;17;125;774;10;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.534238732441259;test;1.35097751;17;125;774;10;25;350;continuous
allrep;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815846012498919;train;36.9563027216667;4;24;166;21;24;2641;multinomial
allrep;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125135235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843473915260606;test;36.9563027216667;4;24;166;21;24;2641;multinomial
tokyo1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97955986930617;train;0.92532281;3;160;326;21;22;672;binomial
tokyo1;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98160992013451;test;0.92532281;3;160;326;21;22;672;binomial
wine_quality_red;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124162756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819280850505374;train;2.08436337166667;7;240;494;5;11;1120;multinomial
wine_quality_red;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124162756_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733679817673457;test;2.08436337166667;7;240;494;5;11;1120;multinomial
crx;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934108730658825;train;2.064937245;20;292;624;12;14;483;binomial
crx;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921869158878505;test;2.064937245;20;292;624;12;14;483;binomial
waveform_21;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960442992334128;train;2.18559863166667;6;214;440;16;21;3500;multinomial
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228_elusage;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316138747765822;train;0.572611953333333;3;160;326;1;1;39;continuous
228_elusage;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481478166752578;test;0.572611953333333;3;160;326;1;1;39;continuous
analcatdata_cyyoung8092;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957291666666667;train;0.551574436666667;3;160;326;7;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87;test;0.551574436666667;3;160;326;7;7;68;binomial
1199_BNG_echoMonths;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125094109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.684256390491092;train;4.56106705166667;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125094109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.691671166087861;test;4.56106705166667;3;160;326;9;9;12248;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319818002507326;train;4.283873025;3;160;326;49;71;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444776100355622;test;4.283873025;3;160;326;49;71;742;continuous
horse_colic;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900330825116762;train;1.204003;6;220;452;6;22;258;binomial
horse_colic;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865896358543417;test;1.204003;6;220;452;6;22;258;binomial
644_fri_c4_250_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812020073548537;train;0.765251525;3;50;150;24;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893897411357189;test;0.765251525;3;50;150;24;25;175;continuous
596_fri_c2_250_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827333657260294;train;0.342596735;5;10;112;4;5;175;continuous
596_fri_c2_250_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.906262165908061;test;0.342596735;5;10;112;4;5;175;continuous
616_fri_c4_500_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825976312906176;train;2.71683817166667;10;98;444;27;49;350;continuous
616_fri_c4_500_50;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826550843398929;test;2.71683817166667;10;98;444;27;49;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842731647941465;train;0.732479016666667;3;48;150;16;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.904142769475725;test;0.732479016666667;3;48;150;16;25;350;continuous
mnist;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99525117524326;train;198.728138858333;0;100;200;660;663;49000;multinomial
mnist;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125105011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994424011029099;test;198.728138858333;0;100;200;660;663;49000;multinomial
breast_cancer;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.749408983451537;train;1.76018846666667;10;300;620;4;9;201;binomial
breast_cancer;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124195220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.702666666666667;test;1.76018846666667;10;300;620;4;9;201;binomial
596_fri_c2_250_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.204374175028153;train;1.692121005;12;317;660;5;5;175;continuous
596_fri_c2_250_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125115124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397269441767275;test;1.692121005;12;317;660;5;5;175;continuous
analcatdata_cyyoung8092;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888541666666667;train;0.566760525;3;160;326;6;7;68;binomial
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617_fri_c3_500_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18080580228222;train;2.06702797666667;9;276;570;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312335332004169;test;2.06702797666667;9;276;570;5;5;350;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.588465067307388;train;0.410411706666667;6;10;136;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483497199824993;test;0.410411706666667;6;10;136;5;5;70;continuous
analcatdata_japansolvent;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888888888888889;train;0.508601956666667;3;144;294;3;3;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125172244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962962962962963;test;0.508601956666667;3;144;294;3;3;37;binomial
586_fri_c3_1000_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812040277600226;train;1.51687950666667;6;50;272;3;25;700;continuous
586_fri_c3_1000_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794868483177234;test;1.51687950666667;6;50;272;3;25;700;continuous
tokyo1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960276092549868;train;2.64755168333333;7;22;266;5;22;672;binomial
tokyo1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201143_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.960661964188823;test;2.64755168333333;7;22;266;5;22;672;binomial
hypothyroid;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946910451056314;train;5.411988205;8;20;308;10;20;2215;binomial
hypothyroid;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955516064426955;test;5.411988205;8;20;308;10;20;2215;binomial
analcatdata_aids;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697368421052632;train;0.558268108333333;3;160;326;2;3;35;binomial
analcatdata_aids;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.574074074074074;test;0.558268108333333;3;160;326;2;3;35;binomial
spectf;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948027763670222;train;0.51699742;6;144;300;35;44;245;binomial
spectf;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.833563218390805;test;0.51699742;6;144;300;35;44;245;binomial
695_chatfield_4;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333138724311024;train;0.369672733333333;8;45;376;3;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.322145030351192;test;0.369672733333333;8;45;376;3;9;165;continuous
mnist;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126105612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.563476372142959;train;37.8038719683333;0;6;12;10;662;49000;multinomial
mnist;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126105612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.565003272052649;test;37.8038719683333;0;6;12;10;662;49000;multinomial
breast_cancer;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125194553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.748839637967046;train;1.07120354666667;3;160;326;6;9;201;binomial
breast_cancer;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125194553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694950911640954;test;1.07120354666667;3;160;326;6;9;201;binomial
633_fri_c0_500_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25399601326271;train;3.44326594;12;340;704;5;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125204444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460179509700382;test;3.44326594;12;340;704;5;25;350;continuous
analcatdata_boxing2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74213691026827;train;0.104488788333333;3;3;24;2;3;93;binomial
analcatdata_boxing2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.508571428571429;test;0.104488788333333;3;3;24;2;3;93;binomial
561_cpu;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.112371417519802;train;1.767286075;20;271;582;3;7;147;continuous
561_cpu;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145818_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503015934470674;test;1.767286075;20;271;582;3;7;147;continuous
breast_w;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994764880458626;train;0.774713093316667;3;160;326;9;9;490;binomial
breast_w;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982664233576642;test;0.774713093316667;3;160;326;9;9;490;binomial
segmentation;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993008800312645;train;2.57382167833333;3;160;326;7;14;1617;multinomial
segmentation;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126111050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991641250080954;test;2.57382167833333;3;160;326;7;14;1617;multinomial
auto;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996653138528139;train;0.704532108333333;3;160;326;10;20;142;multinomial
auto;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124213017_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960349278051141;test;0.704532108333333;3;160;326;10;20;142;multinomial
cmc;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722732392499834;train;1.43125387666667;6;214;440;7;9;1032;multinomial
cmc;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124194938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737992176656268;test;1.43125387666667;6;214;440;7;9;1032;multinomial
mfeat_morphological;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939751718098259;train;1.50442280833333;3;160;326;2;2;1400;multinomial
mfeat_morphological;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91648518580253;test;1.50442280833333;3;160;326;2;2;1400;multinomial
pendigits;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998657360745385;train;0.628839775;3;16;88;16;16;7695;multinomial
pendigits;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997145976698736;test;0.628839775;3;16;88;16;16;7695;multinomial
analcatdata_bankruptcy;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976973684210526;train;0.135813893333333;3;24;158;2;6;35;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925925925925926;test;0.135813893333333;3;24;158;2;6;35;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.22895308166667;5;200;410;6;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125151408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912698412698413;test;1.22895308166667;5;200;410;6;6;65;binomial
analcatdata_happiness;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935225885225885;train;2.08332816168333;11;320;662;1;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.687301587301587;test;2.08332816168333;11;320;662;1;3;42;multinomial
nikuradse_1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.201146123255907;train;0.245248718333333;5;4;48;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.191665363176661;test;0.245248718333333;5;4;48;2;2;254;continuous
churn;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871055434547247;train;1.64918318833333;6;188;388;5;15;3500;binomial
churn;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125134832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851691835874479;test;1.64918318833333;6;188;388;5;15;3500;binomial
analcatdata_creditscore;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.962831275;3;144;294;1;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973684210526316;test;0.962831275;3;144;294;1;6;70;binomial
labor;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.16111620833333;6;220;452;9;15;40;binomial
labor;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980769230769231;test;1.16111620833333;6;220;452;9;15;40;binomial
nikuradse_2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125092050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.75692367827583;train;0.04625575;3;2;16;1;1;254;continuous
nikuradse_2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125092050_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.906600370375631;test;0.04625575;3;2;16;1;1;254;continuous
saheart;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764094029540254;train;1.12218700333333;8;260;536;6;9;324;binomial
saheart;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719354838709677;test;1.12218700333333;8;260;536;6;9;324;binomial
601_fri_c1_250_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126095330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818172139290248;train;0.109123711666667;3;25;156;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126095330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760777899701183;test;0.109123711666667;3;25;156;5;5;175;continuous
616_fri_c4_500_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824263091917708;train;0.528953359983333;11;163;362;10;49;350;continuous
616_fri_c4_500_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831455572363657;test;0.528953359983333;11;163;362;10;49;350;continuous
1096_FacultySalaries;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.282270879189618;train;0.97193019;6;220;452;1;2;35;continuous
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648_fri_c1_250_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739768386498921;train;2.81776085666667;12;99;528;41;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125851_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830800178936819;test;2.81776085666667;12;99;528;41;50;175;continuous
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593_fri_c1_1000_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349191329698375;test;1.41973217666667;5;200;410;5;10;700;continuous
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penguins;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998373983739837;test;0.0557287633333333;3;7;50;5;7;241;multinomial
618_fri_c3_1000_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836041164383548;train;0.93120588;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850167707475086;test;0.93120588;3;160;326;5;50;700;continuous
650_fri_c0_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395618673767229;train;1.23040425166667;3;160;326;23;50;350;continuous
650_fri_c0_500_50;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.469759638687794;test;1.23040425166667;3;160;326;23;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209550143325024;train;3.06767461666667;9;280;578;6;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339404821974782;test;3.06767461666667;9;280;578;6;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125152414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261487835315247;train;2.22475143666667;8;260;536;15;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125152414_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42083035025304;test;2.22475143666667;8;260;536;15;50;350;continuous
wdbc;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993820583848285;train;0.340848005;5;84;250;14;21;399;binomial
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631_fri_c1_500_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870501299213562;train;0.868206796666667;3;160;326;5;5;350;continuous
631_fri_c1_500_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799643118346381;test;0.868206796666667;3;160;326;5;5;350;continuous
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1595_poker;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816179956606169;train;2.28957829166667;3;50;166;6;10;717507;continuous
1595_poker;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815137369405391;test;2.28957829166667;3;50;166;6;10;717507;continuous
sonar;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125195213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819004524886878;train;1.59086500166667;8;260;536;4;59;146;binomial
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1191_BNG_pbc;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124153954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794909604521363;train;35.2115353116667;1;120;242;18;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124153954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79417437771892;test;35.2115353116667;1;120;242;18;18;700000;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316789657220574;train;0.205433313333333;7;20;260;3;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314135026391727;test;0.205433313333333;7;20;260;3;4;227;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994870964258719;train;1.24771502165;3;21;126;13;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986959706959707;test;1.24771502165;3;21;126;13;21;399;binomial
547_no2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792566129517516;train;0.547924203333333;3;14;100;5;7;350;continuous
547_no2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754186037894773;test;0.547924203333333;3;14;100;5;7;350;continuous
598_fri_c0_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489137490654126;train;0.178398205;3;85;176;12;25;700;continuous
598_fri_c0_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54102443642599;test;0.178398205;3;85;176;12;25;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475449600362052;train;0.699062046666667;3;20;132;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.507495824172757;test;0.699062046666667;3;20;132;6;10;700;continuous
207_autoPrice;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124213337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472603481355119;train;1.45458711166667;7;24;308;2;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124213337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.41327385568091;test;1.45458711166667;7;24;308;2;12;112;continuous
573_cpu_act;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.185230286868733;train;0.388001035;6;80;302;14;16;5735;continuous
573_cpu_act;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.188181141502066;test;0.388001035;6;80;302;14;16;5735;continuous
ionosphere;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985081910073196;train;0.32317549;5;113;258;30;32;246;binomial
ionosphere;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124202955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898430688753269;test;0.32317549;5;113;258;30;32;246;binomial
analcatdata_aids;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.664473684210526;train;0.0713032616666667;3;3;24;1;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125104311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740740740740741;test;0.0713032616666667;3;3;24;1;3;35;binomial
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161506776701762;train;2.677769135;15;348;726;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29514364388459;test;2.677769135;15;348;726;5;5;700;continuous
magic;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93518943831309;train;12.66449628;3;160;326;9;9;13314;binomial
magic;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125182048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914633083098082;test;12.66449628;3;160;326;9;9;13314;binomial
620_fri_c1_1000_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8687604272352;train;1.77902134666667;6;50;272;12;25;700;continuous
620_fri_c1_1000_25;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126103813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79784894277234;test;1.77902134666667;6;50;272;12;25;700;continuous
1030_ERA;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.730378125323393;train;0.180038413333333;6;20;212;4;4;700;continuous
1030_ERA;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779031538300307;test;0.180038413333333;6;20;212;4;4;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802855194299614;train;0.882728288333333;13;125;596;3;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839599945708718;test;0.882728288333333;13;125;596;3;25;700;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392194360600617;train;3.14086225166667;17;440;914;19;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193341_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.673772677222802;test;3.14086225166667;17;440;914;19;25;70;continuous
582_fri_c1_500_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126103412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811354881911551;train;0.82982103;3;160;326;5;25;350;continuous
582_fri_c1_500_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126103412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843160020230511;test;0.82982103;3;160;326;5;25;350;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183674438955092;train;2.90168603;10;252;524;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124184626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287739461973066;test;2.90168603;10;252;524;5;5;700;continuous
556_analcatdata_apnea2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.264452148226435;train;1.90593394;7;240;494;2;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.510267062833694;test;1.90593394;7;240;494;2;3;333;continuous
635_fri_c0_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.548343317975038;train;0.26047264;6;50;292;9;10;175;continuous
635_fri_c0_250_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513754060360263;test;0.26047264;6;50;292;9;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816013332526671;train;0.20724129;5;50;250;4;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.72640059134239;test;0.20724129;5;50;250;4;10;175;continuous
594_fri_c2_100_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126095318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86563467955634;train;1.40168966835;5;200;410;2;5;70;continuous
594_fri_c2_100_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126095318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.925766057954134;test;1.40168966835;5;200;410;2;5;70;continuous
prnn_fglass;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993065126673749;train;0.664669753333333;3;160;326;9;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125170213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939663043478261;test;0.664669753333333;3;160;326;9;9;144;multinomial
churn;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86902906065698;train;5.98402027;9;15;262;7;15;3500;binomial
churn;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853323352858243;test;5.98402027;9;15;262;7;15;3500;binomial
646_fri_c3_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816834138864317;train;2.73634477;20;309;658;8;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124195604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813815819634688;test;2.73634477;20;309;658;8;10;350;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243516848348072;train;1.555974405;3;160;326;5;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355600171895317;test;1.555974405;3;160;326;5;25;700;continuous
Hill_Valley_with_noise;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126091226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.543990499339615;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126091226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.52038554948391;test;;-Inf;-Inf;;1;1;849;binomial
542_pollution;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.594068655980267;train;0.631544428333333;10;50;460;7;10;42;continuous
542_pollution;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514487715775418;test;0.631544428333333;10;50;460;7;10;42;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266593055309358;train;2.54585898666667;8;260;536;4;25;700;continuous
620_fri_c1_1000_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353582793790233;test;2.54585898666667;8;260;536;4;25;700;continuous
527_analcatdata_election2000;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182866376924467;train;2.11797154833333;16;383;798;2;2;47;continuous
527_analcatdata_election2000;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125101535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.124505895042588;test;2.11797154833333;16;383;798;2;2;47;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299320886488219;train;2.01324435166667;12;340;704;2;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.545437526688563;test;2.01324435166667;12;340;704;2;5;175;continuous
mfeat_morphological;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917698617924836;train;1.96450427166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915563773386347;test;1.96450427166667;3;160;326;2;2;1400;multinomial
analcatdata_boxing1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125131838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.775178687459389;train;0.149123251666667;6;12;168;2;3;84;binomial
analcatdata_boxing1;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125131838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.650793650793651;test;0.149123251666667;6;12;168;2;3;84;binomial
haberman;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.729530438886267;train;0.153978521666667;6;12;160;3;3;215;binomial
haberman;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112819_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.667408231368187;test;0.153978521666667;6;12;160;3;3;215;binomial
649_fri_c0_500_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.530848654545126;train;1.346451245;5;184;378;4;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523022838856089;test;1.346451245;5;184;378;4;5;350;continuous
irish;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91647255667465;train;0.477580731666667;14;16;416;4;4;350;binomial
irish;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.788321847643882;test;0.477580731666667;14;16;416;4;4;350;binomial
624_fri_c0_100_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.588664916326615;train;0.322087035;5;10;116;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513831965717102;test;0.322087035;5;10;116;5;5;70;continuous
wine_quality_white;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636011464313135;train;0.864639589983333;0;5;10;1;11;3429;multinomial
wine_quality_white;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.600581596104869;test;0.864639589983333;0;5;10;1;11;3429;multinomial
calendarDOW;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93544111526804;train;0.977476801666667;3;160;326;15;15;280;multinomial
calendarDOW;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794275;test;0.977476801666667;3;160;326;15;15;280;multinomial
biomed;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969804248229904;train;0.502338018333333;9;32;408;5;8;147;binomial
biomed;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902777777777778;test;0.502338018333333;9;32;408;5;8;147;binomial
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821390222153806;train;2.09593211333333;8;228;472;8;10;700;continuous
623_fri_c4_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838918277372825;test;2.09593211333333;8;228;472;8;10;700;continuous
207_autoPrice;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242178833372684;train;2.04979133333333;9;280;578;8;9;112;continuous
207_autoPrice;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125205035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284027050372548;test;2.04979133333333;9;280;578;8;9;112;continuous
603_fri_c0_250_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523177297300803;train;2.36591288333333;9;280;578;43;50;175;continuous
603_fri_c0_250_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52405325558271;test;2.36591288333333;9;280;578;43;50;175;continuous
201_pol;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18117827959547;train;7.765827715;3;160;326;10;26;10500;continuous
201_pol;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125104910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200632853063467;test;7.765827715;3;160;326;10;26;10500;continuous
agaricus_lepiota;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125142838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;4.04210514666667;3;20;70;20;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125142838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;4.04210514666667;3;20;70;20;20;5702;binomial
623_fri_c4_1000_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819012103503501;train;1.38057926333333;9;20;374;7;10;700;continuous
623_fri_c4_1000_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814287517591979;test;1.38057926333333;9;20;374;7;10;700;continuous
ionosphere;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942245759679382;train;1.00528362166667;12;126;552;18;32;246;binomial
ionosphere;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194901_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.788950715421304;test;1.00528362166667;12;126;552;18;32;246;binomial
584_fri_c4_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818161994589121;train;2.34206595166667;8;48;360;5;24;350;continuous
584_fri_c4_500_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780194924787112;test;2.34206595166667;8;48;360;5;24;350;continuous
656_fri_c1_100_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760410603984706;train;0.123632975;3;25;166;5;5;70;continuous
656_fri_c1_100_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.99827959831333;test;0.123632975;3;25;166;5;5;70;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.462542362083407;train;1.613284975;5;200;410;8;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.566184490382852;test;1.613284975;5;200;410;8;25;350;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.929431188796921;train;0.916114803333333;3;160;326;1;5;700;continuous
628_fri_c3_1000_5;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.956661238857656;test;0.916114803333333;3;160;326;1;5;700;continuous
547_no2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459152736790698;train;0.66823086;3;160;326;7;7;350;continuous
547_no2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.657095514475245;test;0.66823086;3;160;326;7;7;350;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.162917979504406;train;0.0771719616666667;7;5;80;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.25329306907777;test;0.0771719616666667;7;5;80;1;1;47;continuous
663_rabe_266;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.107657584185006;train;0.0561713683333333;3;10;80;2;2;84;continuous
663_rabe_266;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.119043025170115;test;0.0561713683333333;3;10;80;2;2;84;continuous
574_house_16H;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484649004941552;train;0.799223505;10;75;470;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125180401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46683243671483;test;0.799223505;10;75;470;15;15;15949;continuous
616_fri_c4_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179109073063834;train;3.35686936666667;17;376;786;7;50;350;continuous
616_fri_c4_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124202233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341490421293149;test;3.35686936666667;17;376;786;7;50;350;continuous
529_pollen;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430337030814539;train;0.536377275;6;8;108;4;4;2694;continuous
529_pollen;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125195242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445324548385615;test;0.536377275;6;8;108;4;4;2694;continuous
602_fri_c3_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849364006239954;train;2.49307936333333;8;260;536;4;9;175;continuous
602_fri_c3_250_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124180957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842256287790786;test;2.49307936333333;8;260;536;4;9;175;continuous
706_sleuth_case1202;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515229687411412;train;0.636817978333333;3;160;326;1;6;66;continuous
706_sleuth_case1202;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.618156637248807;test;0.636817978333333;3;160;326;1;6;66;continuous
shuttle;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124200826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889168861366096;train;31.2829347033333;2;140;284;6;8;40600;multinomial
shuttle;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124200826_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834142377484602;test;31.2829347033333;2;140;284;6;8;40600;multinomial
596_fri_c2_250_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794292073648073;train;0.25727928;3;10;72;5;5;175;continuous
596_fri_c2_250_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125165917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.887545562256076;test;0.25727928;3;10;72;5;5;175;continuous
analcatdata_japansolvent;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875;train;0.114302728333333;5;4;46;4;4;37;binomial
analcatdata_japansolvent;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.555555555555556;test;0.114302728333333;5;4;46;4;4;37;binomial
197_cpu_act;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.30786449714572;train;3.21322836833333;7;240;494;4;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.320842063745708;test;3.21322836833333;7;240;494;4;17;5735;continuous
analcatdata_creditscore;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.15356422665;3;24;162;5;6;70;binomial
analcatdata_creditscore;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.15356422665;3;24;162;5;6;70;binomial
texture;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999998007891813;train;0.333138983333333;3;12;82;11;12;3850;multinomial
texture;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999689844710834;test;0.333138983333333;3;12;82;11;12;3850;multinomial
cleve;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93604024434064;train;1.81847867166667;10;300;620;13;13;213;binomial
cleve;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892786561264822;test;1.81847867166667;10;300;620;13;13;213;binomial
648_fri_c1_250_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.728554370091639;train;0.345228418333333;5;130;270;10;50;175;continuous
648_fri_c1_250_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125123142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849496306672567;test;0.345228418333333;5;130;270;10;50;175;continuous
allbp;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976034373248646;train;23.3164999566667;5;25;212;19;25;2641;multinomial
allbp;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973645913784719;test;23.3164999566667;5;25;212;19;25;2641;multinomial
labor;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986666666666667;train;0.954484578333333;11;15;322;8;15;40;binomial
labor;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983333333333333;test;0.954484578333333;11;15;322;8;15;40;binomial
waveform_40;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124183232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969734648205554;train;0.671328623333333;7;40;304;18;40;3500;multinomial
waveform_40;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124183232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972359650106538;test;0.671328623333333;7;40;304;18;40;3500;multinomial
665_sleuth_case2002;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.710758438659135;train;1.66764326166667;6;220;452;2;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797080533160717;test;1.66764326166667;6;220;452;2;6;103;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146110491140382;train;3.05362947833333;14;360;748;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288480821976896;test;3.05362947833333;14;360;748;5;5;700;continuous
542_pollution;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.53594091376241;train;0.699695478333333;11;50;502;6;10;42;continuous
542_pollution;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757335589755307;test;0.699695478333333;11;50;502;6;10;42;continuous
heart_statlog;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940256525652565;train;0.917720463333333;13;52;594;12;13;189;binomial
heart_statlog;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124172352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915178571428571;test;0.917720463333333;13;52;594;12;13;189;binomial
spambase;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985998237262519;train;3.26275786;8;260;536;53;55;3221;binomial
spambase;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095608_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976478355511299;test;3.26275786;8;260;536;53;55;3221;binomial
207_autoPrice;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.373256755550504;train;1.853372305;11;304;630;1;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124201849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564001133080545;test;1.853372305;11;304;630;1;11;112;continuous
pima;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834955893779423;train;0.597278495;11;32;494;8;8;538;binomial
pima;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855994697158008;test;0.597278495;11;32;494;8;8;538;binomial
profb;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971804129984989;train;3.88452738833333;20;500;1040;5;9;471;binomial
profb;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.632991757629762;test;3.88452738833333;20;500;1040;5;9;471;binomial
mfeat_karhunen;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999386727378908;train;1.94942365666667;3;160;326;59;64;1400;multinomial
mfeat_karhunen;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995278399873061;test;1.94942365666667;3;160;326;59;64;1400;multinomial
230_machine_cpu;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125141201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.298633473884174;train;1.35939417498333;9;248;514;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125141201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.214784971411412;test;1.35939417498333;9;248;514;6;6;147;continuous
heart_statlog;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963870526555733;train;0.799772668333333;3;160;326;12;13;189;binomial
heart_statlog;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840269277845777;test;0.799772668333333;3;160;326;12;13;189;binomial
621_fri_c0_100_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.52867478263018;train;0.640395793333333;5;20;214;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125162615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.404886646536276;test;0.640395793333333;5;20;214;10;10;70;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467333695646037;train;0.129537673333333;3;50;166;10;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.513795017219823;test;0.129537673333333;3;50;166;10;10;700;continuous
analcatdata_boxing2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.683285849952517;train;0.206382753333333;8;12;188;3;3;93;binomial
analcatdata_boxing2;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.695187165775401;test;0.206382753333333;8;12;188;3;3;93;binomial
texture;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125130556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999849347580726;train;0.57023278;3;15;92;11;15;3850;multinomial
texture;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125130556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999692998190543;test;0.57023278;3;15;92;11;15;3850;multinomial
666_rmftsa_ladata;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606178756370721;train;1.82182558166667;9;20;356;6;10;356;continuous
666_rmftsa_ladata;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.443178861053249;test;1.82182558166667;9;20;356;6;10;356;continuous
breast_cancer_wisconsin;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990929705215419;train;0.30122631;5;82;250;8;22;399;binomial
breast_cancer_wisconsin;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985641025641026;test;0.30122631;5;82;250;8;22;399;binomial
588_fri_c4_1000_100;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301055990185299;train;1.59176128;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348988975405438;test;1.59176128;3;160;326;5;100;700;continuous
1595_poker;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.756086467418378;train;173.729200045;0;100;200;5;10;717507;continuous
1595_poker;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124192702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.755924231929544;test;173.729200045;0;100;200;5;10;717507;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.736741944938633;train;1.43793657666667;13;20;528;9;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767573059656088;test;1.43793657666667;13;20;528;9;10;70;continuous
695_chatfield_4;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.338737743964371;train;0.313198835;6;40;292;3;8;165;continuous
695_chatfield_4;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313034490074925;test;0.313198835;6;40;292;3;8;165;continuous
225_puma8NH;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.725289875937517;train;2.04567340833333;5;200;410;3;8;5735;continuous
225_puma8NH;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.755720078036543;test;2.04567340833333;5;200;410;3;8;5735;continuous
590_fri_c0_1000_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27796204224712;train;3.84576101333333;5;200;410;8;50;700;continuous
590_fri_c0_1000_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402292634463603;test;3.84576101333333;5;200;410;8;50;700;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859134877845798;train;0.110710816666667;3;25;156;5;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.752404813954947;test;0.110710816666667;3;25;156;5;5;350;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124153839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.191394852480026;train;1.25166089;6;220;452;2;2;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124153839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.20972900791608;test;1.25166089;6;220;452;2;2;47;continuous
nikuradse_1;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182252780333209;train;0.0701510266666667;3;10;80;2;2;254;continuous
nikuradse_1;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.196721880517573;test;0.0701510266666667;3;10;80;2;2;254;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.440617370560474;train;0.638281841666667;3;160;326;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.51577144857354;test;0.638281841666667;3;160;326;5;5;175;continuous
612_fri_c1_1000_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829597219175484;train;0.310836523333333;8;25;366;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.893793479887623;test;0.310836523333333;8;25;366;5;5;700;continuous
nikuradse_1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477373686513117;train;0.735418020016667;5;184;378;1;2;254;continuous
nikuradse_1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466207471013552;test;0.735418020016667;5;184;378;1;2;254;continuous
adult;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88295298914018;train;11.0830965383167;3;12;76;5;12;34190;binomial
adult;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880594752362997;test;11.0830965383167;3;12;76;5;12;34190;binomial
labor;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.729719176666667;3;160;326;10;15;40;binomial
labor;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983333333333333;test;0.729719176666667;3;160;326;10;15;40;binomial
712_chscase_geyser1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494192843970423;train;0.216116581666667;9;10;200;2;2;156;continuous
712_chscase_geyser1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125133846_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488345065221772;test;0.216116581666667;9;10;200;2;2;156;continuous
heart_h;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916160263672881;train;0.70554071;9;48;418;8;12;206;binomial
heart_h;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935537190082645;test;0.70554071;9;48;418;8;12;206;binomial
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846995513959299;train;0.777935736666667;3;160;326;10;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125190257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870625413982119;test;0.777935736666667;3;160;326;10;50;700;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.431338785138041;train;1.21389168333333;5;200;410;41;50;350;continuous
650_fri_c0_500_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.538303005502475;test;1.21389168333333;5;200;410;41;50;350;continuous
598_fri_c0_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125103334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503662239401725;train;1.255552825;6;50;272;25;25;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125103334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523260487985072;test;1.255552825;6;50;272;25;25;700;continuous
218_house_8L;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455209838116024;train;1.79852576333333;3;16;112;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444523916200969;test;1.79852576333333;3;16;112;8;8;15949;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.644851445581283;train;0.192462784983333;3;10;72;5;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603563960539463;test;0.192462784983333;3;10;72;5;5;44;continuous
collins;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993459004065326;train;9.23056396833333;3;20;110;2;20;340;multinomial
collins;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125090036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98730685980686;test;9.23056396833333;3;20;110;2;20;340;multinomial
218_house_8L;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50470365590382;train;0.180085948333333;3;40;166;8;8;15949;continuous
218_house_8L;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503074038925031;test;0.180085948333333;3;40;166;8;8;15949;continuous
635_fri_c0_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276787100486019;train;0.697588685;3;160;326;10;10;175;continuous
635_fri_c0_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.43759566326897;test;0.697588685;3;160;326;10;10;175;continuous
heart_c;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947903657448706;train;0.469562781666667;7;52;334;11;13;213;binomial
heart_c;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891637803067788;test;0.469562781666667;7;52;334;11;13;213;binomial
vehicle;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997295849159355;train;0.848105231666667;3;160;326;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934296071795028;test;0.848105231666667;3;160;326;13;13;593;multinomial
prnn_synth;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935801985370951;train;0.518182863333333;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938122332859175;test;0.518182863333333;3;160;326;2;2;175;binomial
wine_recognition;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99850185006435;train;0.709559553333333;3;160;326;10;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994949494949495;test;0.709559553333333;3;160;326;10;13;125;multinomial
631_fri_c1_500_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.872729337414102;train;0.771954873333333;3;160;326;5;5;350;continuous
631_fri_c1_500_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125103117_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883083556859743;test;0.771954873333333;3;160;326;5;5;350;continuous
sleep;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900147298185451;train;33.2267650766667;1;120;242;13;13;74136;multinomial
sleep;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894213403174152;test;33.2267650766667;1;120;242;13;13;74136;multinomial
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477622287668578;train;1.567033295;5;200;410;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505557863687418;test;1.567033295;5;200;410;5;5;700;continuous
allbp;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125105049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99419162149601;train;2.44970464833333;3;160;326;5;25;2641;multinomial
allbp;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125105049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989792116353171;test;2.44970464833333;3;160;326;5;25;2641;multinomial
542_pollution;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.543258657426016;train;0.325030076666667;3;20;118;10;10;42;continuous
542_pollution;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125163218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.638410487852057;test;0.325030076666667;3;20;118;10;10;42;continuous
mfeat_fourier;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979742614410876;train;2.60007209333333;3;160;326;76;76;1400;multinomial
mfeat_fourier;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194934_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974542445546946;test;2.60007209333333;3;160;326;76;76;1400;multinomial
credit_a;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909928708050774;train;1.40385460833333;7;13;176;5;13;483;binomial
credit_a;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111358_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928167953304462;test;1.40385460833333;7;13;176;5;13;483;binomial
651_fri_c0_100_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125185314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381851424087162;train;0.638766663333333;3;160;326;10;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125185314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.735873485735031;test;0.638766663333333;3;160;326;10;25;70;continuous
fars;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909909504702694;train;32.4335289266667;2;140;284;19;21;70678;multinomial
fars;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124204255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909343870727751;test;32.4335289266667;2;140;284;19;21;70678;multinomial
cleve;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936964057653713;train;0.636665051666667;10;52;460;10;13;213;binomial
cleve;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125084242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883358471593766;test;0.636665051666667;10;52;460;10;13;213;binomial
547_no2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.627189682429255;train;0.417519053333333;3;14;80;7;7;350;continuous
547_no2;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.667255860197912;test;0.417519053333333;3;14;80;7;7;350;continuous
646_fri_c3_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806504974396959;train;2.13478771665;9;280;578;3;9;350;continuous
646_fri_c3_500_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863901831241339;test;2.13478771665;9;280;578;3;9;350;continuous
spectf;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99957677331979;train;3.58914906166667;20;431;902;39;44;245;binomial
spectf;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866206896551724;test;3.58914906166667;20;431;902;39;44;245;binomial
auto;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989664031620553;train;0.497112956666667;10;21;356;17;21;142;multinomial
auto;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747038926681784;test;0.497112956666667;10;21;356;17;21;142;multinomial
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.230665625971552;train;0.0878435033166667;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.250068879010045;test;0.0878435033166667;3;15;120;3;3;333;continuous
197_cpu_act;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125102411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31917021362083;train;0.378216823333333;7;80;344;3;16;5735;continuous
197_cpu_act;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125102411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324562033452178;test;0.378216823333333;7;80;344;3;16;5735;continuous
1595_poker;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816140945465808;train;38.2099641716667;1;20;56;5;10;717507;continuous
1595_poker;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125184854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815104469595575;test;38.2099641716667;1;20;56;5;10;717507;continuous
1201_BNG_breastTumor;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126094533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.883025530112792;train;46.887054385;1;120;242;8;9;81648;continuous
1201_BNG_breastTumor;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126094533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.888738211586183;test;46.887054385;1;120;242;8;9;81648;continuous
iris;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996828143021915;train;0.0338610183333333;3;3;24;3;3;105;multinomial
iris;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125133129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997395833333333;test;0.0338610183333333;3;3;24;3;3;105;multinomial
mfeat_fourier;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975420330850758;train;4.03138543666667;6;220;452;31;76;1400;multinomial
mfeat_fourier;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971756341487533;test;4.03138543666667;6;220;452;31;76;1400;multinomial
glass;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96515606242497;train;1.60411953666667;8;244;504;9;9;144;multinomial
glass;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.78515873015873;test;1.60411953666667;8;244;504;9;9;144;multinomial
228_elusage;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.416620089546132;train;0.630901636666667;3;160;326;1;1;39;continuous
228_elusage;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.429288244504561;test;0.630901636666667;3;160;326;1;1;39;continuous
706_sleuth_case1202;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.541172391096831;train;1.50531465666667;6;214;440;6;6;66;continuous
706_sleuth_case1202;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.543814634584662;test;1.50531465666667;6;214;440;6;6;66;continuous
635_fri_c0_250_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.536509561901542;train;1.42187752;8;20;334;9;10;175;continuous
635_fri_c0_250_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125173857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.527160683056724;test;1.42187752;8;20;334;9;10;175;continuous
225_puma8NH;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.75361453035314;train;0.381475826683333;8;40;376;2;8;5735;continuous
225_puma8NH;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.744091431672031;test;0.381475826683333;8;40;376;2;8;5735;continuous
optdigits;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99983178372114;train;3.495898685;3;160;326;61;61;3934;multinomial
optdigits;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999258477945712;test;3.495898685;3;160;326;61;61;3934;multinomial
611_fri_c3_100_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296614466834032;train;2.32210131;13;360;746;3;4;70;continuous
611_fri_c3_100_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.561445377409951;test;2.32210131;13;360;746;3;4;70;continuous
calendarDOW;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125185032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995383383101721;train;2.38698123498333;13;306;638;10;14;280;multinomial
calendarDOW;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125185032_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836100900598652;test;2.38698123498333;13;306;638;10;14;280;multinomial
645_fri_c3_500_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833753755042121;train;0.878951938333333;3;160;326;10;50;350;continuous
645_fri_c3_500_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799544874967039;test;0.878951938333333;3;160;326;10;50;350;continuous
588_fri_c4_1000_100;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844007451476689;train;0.987228748333333;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838985321910078;test;0.987228748333333;3;160;326;5;100;700;continuous
560_bodyfat;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.064360219264975;train;0.592758866666667;3;26;150;1;13;177;continuous
560_bodyfat;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.107331765623069;test;0.592758866666667;3;26;150;1;13;177;continuous
228_elusage;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30943314345502;train;1.47277974833333;9;280;578;1;1;39;continuous
228_elusage;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466283630927564;test;1.47277974833333;9;280;578;1;1;39;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.66914231325193;train;6.15874386333333;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.693505527128903;test;6.15874386333333;3;160;326;9;9;12248;continuous
201_pol;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208261329027732;train;14.0463982516667;7;240;494;19;26;10500;continuous
201_pol;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2232612838113;test;14.0463982516667;7;240;494;19;26;10500;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125175721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4904312523484;train;0.507436273333333;3;72;150;43;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125175721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487962290490156;test;0.507436273333333;3;72;150;43;50;700;continuous
593_fri_c1_1000_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808483668805165;train;0.432490661666667;8;50;376;9;10;700;continuous
593_fri_c1_1000_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85969756241923;test;0.432490661666667;8;50;376;9;10;700;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814118176389358;train;0.21925784165;3;90;186;5;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.909459550215112;test;0.21925784165;3;90;186;5;50;350;continuous
pima;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838743939044101;train;0.671392286666667;13;32;566;6;8;538;binomial
pima;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823772819472617;test;0.671392286666667;13;32;566;6;8;538;binomial
glass2;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873402312842362;train;0.663457793316667;3;160;326;6;9;115;binomial
glass2;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770434782608696;test;0.663457793316667;3;160;326;6;9;115;binomial
653_fri_c0_250_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.422801127944992;train;0.750927026666667;3;160;326;14;25;175;continuous
653_fri_c0_250_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125151824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61468119253602;test;0.750927026666667;3;160;326;14;25;175;continuous
582_fri_c1_500_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80308551010896;train;0.47550827;8;125;396;3;25;350;continuous
582_fri_c1_500_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125140728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.878580766661444;test;0.47550827;8;125;396;3;25;350;continuous
mfeat_karhunen;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997572881591151;train;2.577688815;3;160;326;24;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99105949871361;test;2.577688815;3;160;326;24;64;1400;multinomial
churn;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863097331910209;train;1.16454749666667;3;160;326;12;15;3500;binomial
churn;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854186046511628;test;1.16454749666667;3;160;326;12;15;3500;binomial
clean1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999246041719025;train;0.89062691;3;160;326;1;90;334;binomial
clean1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964673913043478;test;0.89062691;3;160;326;1;90;334;binomial
537_houses;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.616499253031105;train;2.89767019831667;17;248;530;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.607851889189446;test;2.89767019831667;17;248;530;5;5;14448;continuous
529_pollen;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445325061332529;train;0.31247046665;6;8;108;4;4;2694;continuous
529_pollen;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125152823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.421949564420078;test;0.31247046665;6;8;108;4;4;2694;continuous
617_fri_c3_500_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819676687416143;train;0.674961081683333;7;10;152;5;5;350;continuous
617_fri_c3_500_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866299585755408;test;0.674961081683333;7;10;152;5;5;350;continuous
mfeat_zernike;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989494995915844;train;4.96614981166667;6;220;452;31;32;1400;multinomial
mfeat_zernike;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980062591741802;test;4.96614981166667;6;220;452;31;32;1400;multinomial
diabetes;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974494639050124;train;2.055281345;9;280;578;8;8;538;binomial
diabetes;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839987249980078;test;2.055281345;9;280;578;8;8;538;binomial
spambase;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968996537415708;train;0.57151107;5;120;250;38;55;3221;binomial
spambase;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964185308492684;test;0.57151107;5;120;250;38;55;3221;binomial
659_sleuth_ex1714;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.360367779171854;train;0.590866490016667;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124171349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.679620510917548;test;0.590866490016667;3;160;326;1;2;33;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.595858036106395;train;14.691708085;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125094224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.602504560053339;test;14.691708085;3;160;326;9;9;21773;continuous
spectf;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125151249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99738356881214;train;4.04022427165;20;453;946;10;44;245;binomial
spectf;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125151249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854383680555556;test;4.04022427165;20;453;946;10;44;245;binomial
mfeat_fourier;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99221221330783;train;2.22818561333333;3;160;326;76;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975594287357004;test;2.22818561333333;3;160;326;76;76;1400;multinomial
651_fri_c0_100_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402084314463242;train;1.609589415;6;220;452;22;25;70;continuous
651_fri_c0_100_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.715514136349481;test;1.609589415;6;220;452;22;25;70;continuous
allhypo;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125190637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827370139641957;train;3.51888919498333;10;252;524;16;25;2639;multinomial
allhypo;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125190637_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855289477374855;test;3.51888919498333;10;252;524;16;25;2639;multinomial
buggyCrx;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126101030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914707811259535;train;0.64337666;10;52;460;4;13;483;binomial
buggyCrx;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126101030_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919431051108968;test;0.64337666;10;52;460;4;13;483;binomial
allhypo;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830859345310637;train;35.2989852766667;5;24;198;15;24;2639;multinomial
allhypo;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125174145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820632508701673;test;35.2989852766667;5;24;198;15;24;2639;multinomial
breast;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.494187158333333;6;40;284;9;10;490;binomial
breast;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9903015171884;test;0.494187158333333;6;40;284;9;10;490;binomial
hungarian;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941085590689051;train;1.32910104666667;7;240;494;10;12;206;binomial
hungarian;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822589531680441;test;1.32910104666667;7;240;494;10;12;206;binomial
diabetes;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.82186295761079;train;1.31578009166667;10;8;166;5;8;538;binomial
diabetes;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123426_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837833219412167;test;1.31578009166667;10;8;166;5;8;538;binomial
heart_statlog;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923278017731303;train;0.605815101666667;3;160;326;10;13;189;binomial
heart_statlog;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.858722358722359;test;0.605815101666667;3;160;326;10;13;189;binomial
527_analcatdata_election2000;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293645010724823;train;0.719785231666667;3;160;326;2;2;47;continuous
527_analcatdata_election2000;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;9.65128564069478;test;0.719785231666667;3;160;326;2;2;47;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880952380952381;train;0.618108383333333;3;160;326;4;4;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759259259259259;test;0.618108383333333;3;160;326;4;4;37;binomial
609_fri_c0_1000_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125194902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475552877748726;train;0.33869904;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125194902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494622881030942;test;0.33869904;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475922638013587;train;0.958373146666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125124405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49407435741099;test;0.958373146666667;3;160;326;5;5;700;continuous
new_thyroid;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992872944924956;train;0.838499968333333;3;160;326;3;5;151;multinomial
new_thyroid;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998892580287929;test;0.838499968333333;3;160;326;3;5;151;multinomial
605_fri_c2_250_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716520647073514;train;0.279524563333333;5;121;270;18;25;175;continuous
605_fri_c2_250_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872336197974387;test;0.279524563333333;5;121;270;18;25;175;continuous
227_cpu_small;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.292606038402148;train;2.14161559833333;5;200;410;3;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124160641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.273488848942542;test;2.14161559833333;5;200;410;3;12;5735;continuous
colic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89772132006286;train;1.930784635;8;22;260;4;22;258;binomial
colic;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871039944903581;test;1.930784635;8;22;260;4;22;258;binomial
clean1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.715132281666667;3;160;326;1;89;334;binomial
clean1;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163327_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.715132281666667;3;160;326;1;89;334;binomial
fars;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861686726883088;train;84.9547220416667;1;20;50;12;21;70678;multinomial
fars;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862274878811127;test;84.9547220416667;1;20;50;12;21;70678;multinomial
twonorm;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99764213951092;train;0.303559883333333;3;63;166;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998682265139945;test;0.303559883333333;3;63;166;20;20;5180;binomial
644_fri_c4_250_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795870488094762;train;1.59729837333333;9;50;402;20;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.894688306266046;test;1.59729837333333;9;50;402;20;25;175;continuous
heart_h;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917671683444633;train;0.6505919;3;160;326;12;12;206;binomial
heart_h;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911353976927747;test;0.6505919;3;160;326;12;12;206;binomial
557_analcatdata_apnea1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226226531883293;train;0.19476117;5;15;180;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42778341358157;test;0.19476117;5;15;180;3;3;333;continuous
573_cpu_act;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232728231464144;train;4.57267164666667;6;220;452;10;17;5735;continuous
573_cpu_act;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125163746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245156457115602;test;4.57267164666667;6;220;452;10;17;5735;continuous
574_house_16H;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.593729603448873;train;3.95376134666667;6;220;452;13;15;15949;continuous
574_house_16H;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.588210632791699;test;3.95376134666667;6;220;452;13;15;15949;continuous
635_fri_c0_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482273300285194;train;0.257643361666667;6;50;292;10;10;175;continuous
635_fri_c0_250_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.619833418175292;test;0.257643361666667;6;50;292;10;10;175;continuous
591_fri_c1_100_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.741037024629174;train;1.56811443666667;7;240;494;7;10;70;continuous
591_fri_c1_100_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883503628400043;test;1.56811443666667;7;240;494;7;10;70;continuous
pendigits;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998043281776027;train;11.440408775;6;220;452;16;16;7695;multinomial
pendigits;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996428872759751;test;11.440408775;6;220;452;16;16;7695;multinomial
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855027896638795;train;2.262620565;12;297;618;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838149318486159;test;2.262620565;12;297;618;5;5;700;continuous
analcatdata_authorship;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.82287179665;3;160;326;70;70;589;multinomial
analcatdata_authorship;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.82287179665;3;160;326;70;70;589;multinomial
german;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817647001812384;train;1.09364951166667;5;200;410;11;20;700;binomial
german;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.741679535651526;test;1.09364951166667;5;200;410;11;20;700;binomial
695_chatfield_4;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.394229306634848;train;1.38509868833333;7;20;282;3;10;165;continuous
695_chatfield_4;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.384822157175487;test;1.38509868833333;7;20;282;3;10;165;continuous
yeast;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886282241999367;train;7.03089760833333;9;8;152;8;8;1036;multinomial
yeast;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125191626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886499217100921;test;7.03089760833333;9;8;152;8;8;1036;multinomial
shuttle;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917130600922443;train;32.7584070583333;3;160;326;7;7;40600;multinomial
shuttle;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893090674566207;test;32.7584070583333;3;160;326;7;7;40600;multinomial
197_cpu_act;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.29709725250454;train;3.183354295;10;247;514;5;17;5735;continuous
197_cpu_act;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.306278815616818;test;3.183354295;10;247;514;5;17;5735;continuous
confidence;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932329244829245;train;0.729610685;3;160;326;1;1;51;multinomial
confidence;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125093354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931111111111111;test;0.729610685;3;160;326;1;1;51;multinomial
615_fri_c4_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126101219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787585351617933;train;1.55849660166667;5;200;410;5;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126101219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829044468525796;test;1.55849660166667;5;200;410;5;10;175;continuous
651_fri_c0_100_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518298198471109;train;2.466256905;10;300;620;16;25;70;continuous
651_fri_c0_100_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124163659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.609035775438639;test;2.466256905;10;300;620;16;25;70;continuous
584_fri_c4_500_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812227613798367;train;1.92859959166667;7;50;318;6;25;350;continuous
584_fri_c4_500_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810411191284603;test;1.92859959166667;7;50;318;6;25;350;continuous
segmentation;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124200721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997878335689348;train;12.549813745;3;14;94;14;14;1617;multinomial
segmentation;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124200721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99716435983963;test;12.549813745;3;14;94;14;14;1617;multinomial
letter;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978189983721061;train;62.0130583616667;1;16;42;15;16;14000;multinomial
letter;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977176816501508;test;62.0130583616667;1;16;42;15;16;14000;multinomial
582_fri_c1_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242394477552817;train;0.713290493333333;3;160;326;5;25;350;continuous
582_fri_c1_500_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125141159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370694835508645;test;0.713290493333333;3;160;326;5;25;350;continuous
penguins;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.053461845;3;7;50;5;7;241;multinomial
penguins;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.053461845;3;7;50;5;7;241;multinomial
prnn_synth;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947058823529412;train;0.658118035;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125194807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944285714285714;test;0.658118035;3;160;326;2;2;175;binomial
irish;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.841096387130802;train;0.551754525;3;160;326;3;4;350;binomial
irish;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882721656976744;test;0.551754525;3;160;326;3;4;350;binomial
cloud;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.625829725829726;train;1.23772235166667;3;160;326;6;7;76;multinomial
cloud;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.509118967452301;test;1.23772235166667;3;160;326;6;7;76;multinomial
654_fri_c0_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.526099917080538;train;1.66381579333333;7;20;294;10;10;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501619972770222;test;1.66381579333333;7;20;294;10;10;350;continuous
230_machine_cpu;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.210958905665121;train;0.209482785;5;30;250;6;6;147;continuous
230_machine_cpu;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.308126335152005;test;0.209482785;5;30;250;6;6;147;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812481807555428;train;0.706022648333333;6;10;132;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120606_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.87680296311088;test;0.706022648333333;6;10;132;5;5;350;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914679035330439;train;4.06701853166667;6;18;232;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126100432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916055213788071;test;4.06701853166667;6;18;232;9;9;81648;continuous
522_pm10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.732919886295036;train;0.657151315;3;160;326;7;7;350;continuous
522_pm10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.787970737046174;test;0.657151315;3;160;326;7;7;350;continuous
titanic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126104156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80539043062201;train;0.583261395;3;8;56;8;8;1545;binomial
titanic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126104156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817488256743834;test;0.583261395;3;8;56;8;8;1545;binomial
529_pollen;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430946573853616;train;0.216690331666667;3;8;60;4;4;2694;continuous
529_pollen;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.449775627001476;test;0.216690331666667;3;8;60;4;4;2694;continuous
wine_quality_white;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640500269273406;train;0.411689531666667;8;11;180;1;11;3429;multinomial
wine_quality_white;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124203812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.593462708878857;test;0.411689531666667;8;11;180;1;11;3429;multinomial
nikuradse_2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835607207478229;train;0.0403750066666667;3;5;40;0;1;254;continuous
nikuradse_2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796933097457016;test;0.0403750066666667;3;5;40;0;1;254;continuous
sonar;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834553990610329;train;1.03359743831667;5;200;410;40;60;146;binomial
sonar;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764957264957265;test;1.03359743831667;5;200;410;40;60;146;binomial
529_pollen;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.436807116138049;train;0.0947743616666667;3;20;146;4;4;2694;continuous
529_pollen;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.435411564635827;test;0.0947743616666667;3;20;146;4;4;2694;continuous
backache;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.871399176954732;train;1.82003432833333;14;300;628;20;31;126;binomial
backache;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.765957446808511;test;1.82003432833333;14;300;628;20;31;126;binomial
634_fri_c2_100_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848351416939423;train;0.366136108333333;6;20;252;4;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832843049669991;test;0.366136108333333;6;20;252;4;10;70;continuous
segmentation;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994873827731016;train;19.4795810483333;5;14;144;6;14;1617;multinomial
segmentation;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996460368632928;test;19.4795810483333;5;14;144;6;14;1617;multinomial
542_pollution;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.471768506071421;train;1.19881575833333;12;26;506;13;13;42;continuous
542_pollution;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.721043811426287;test;1.19881575833333;12;26;506;13;13;42;continuous
529_pollen;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419617268249351;train;1.59317635333333;3;160;326;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.495657673256089;test;1.59317635333333;3;160;326;4;4;2694;continuous
643_fri_c2_500_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227458402851565;train;2.87191560333333;9;280;578;22;25;350;continuous
643_fri_c2_500_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383542589530395;test;2.87191560333333;9;280;578;22;25;350;continuous
503_wind;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457132884125475;train;2.26244295833333;12;70;554;14;14;4602;continuous
503_wind;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453951206380206;test;2.26244295833333;12;70;554;14;14;4602;continuous
bupa;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.728483606557377;train;1.25682404835;6;220;452;4;5;242;binomial
bupa;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.643990929705216;test;1.25682404835;6;220;452;4;5;242;binomial
vowel;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972631588380642;train;14.0756073583333;6;13;158;13;13;693;multinomial
vowel;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965059582099476;test;14.0756073583333;6;13;158;13;13;693;multinomial
562_cpu_small;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125152847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.3175216807656;train;0.429619766666667;9;60;428;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125152847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.33647951586337;test;0.429619766666667;9;60;428;3;12;5735;continuous
australian;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958525865962547;train;0.833859816666667;3;160;326;14;14;483;binomial
australian;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960290511224297;test;0.833859816666667;3;160;326;14;14;483;binomial
saheart;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818587105624143;train;1.19340577833333;7;9;128;9;9;324;binomial
saheart;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124202257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733676207513417;test;1.19340577833333;7;9;128;9;9;324;binomial
591_fri_c1_100_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838738801180568;train;1.33172335166667;5;200;410;4;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.12181906047328;test;1.33172335166667;5;200;410;4;9;70;continuous
cmc;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85443765435741;train;1.16352936166667;3;160;326;7;9;1032;multinomial
cmc;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.74630733880103;test;1.16352936166667;3;160;326;7;9;1032;multinomial
new_thyroid;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999480789200415;train;0.646099371666667;3;160;326;4;5;151;multinomial
new_thyroid;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194719_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997631352282515;test;0.646099371666667;3;160;326;4;5;151;multinomial
590_fri_c0_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505322182337227;train;0.43399631;6;150;312;12;50;700;continuous
590_fri_c0_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509551591381373;test;0.43399631;6;150;312;12;50;700;continuous
analcatdata_boxing1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92267706302794;train;1.085895065;6;220;452;1;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125195333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83015873015873;test;1.085895065;6;220;452;1;3;84;binomial
Hill_Valley_with_noise;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.550927314120717;train;2.08586957166667;11;320;662;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.497959307992203;test;2.08586957166667;11;320;662;1;1;849;binomial
titanic;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805135921870563;train;1.28871225166667;8;7;120;7;7;1545;binomial
titanic;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825947360076106;test;1.28871225166667;8;7;120;7;7;1545;binomial
637_fri_c1_500_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873132658869933;train;2.40012106833333;12;324;672;6;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867459030840404;test;2.40012106833333;12;324;672;6;50;350;continuous
597_fri_c2_500_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82226762988315;train;0.0951951833333333;3;25;156;5;5;350;continuous
597_fri_c2_500_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810982898524666;test;0.0951951833333333;3;25;156;5;5;350;continuous
letter;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979616272415784;train;11.70869228;3;160;326;16;16;14000;multinomial
letter;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976776286050663;test;11.70869228;3;160;326;16;16;14000;multinomial
561_cpu;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.158820078310726;train;2.14159987;11;272;566;3;7;147;continuous
561_cpu;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124210221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.283308032920163;test;2.14159987;11;272;566;3;7;147;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311431196520564;train;0.584260148333333;3;160;326;2;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661646458617098;test;0.584260148333333;3;160;326;2;2;33;continuous
allhypo;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84376162613276;train;18.765949625;8;25;334;21;25;2639;multinomial
allhypo;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124202857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855538687135909;test;18.765949625;8;25;334;21;25;2639;multinomial
505_tecator;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0797766010390001;train;0.171823318333333;3;88;186;15;19;168;continuous
505_tecator;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.100544649525248;test;0.171823318333333;3;88;186;15;19;168;continuous
527_analcatdata_election2000;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.375254058991114;train;1.41518874835;6;220;452;1;3;47;continuous
527_analcatdata_election2000;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.08636699292964;test;1.41518874835;6;220;452;1;3;47;continuous
magic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839131598080126;train;1.229636785;9;36;398;8;9;13314;binomial
magic;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842421166207087;test;1.229636785;9;36;398;8;9;13314;binomial
505_tecator;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0817000703647518;train;0.165154275;3;85;186;15;19;168;continuous
505_tecator;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0862781491964217;test;0.165154275;3;85;186;15;19;168;continuous
579_fri_c0_250_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124183916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495898059612863;train;1.0234982;3;160;326;5;5;175;continuous
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658_fri_c3_250_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.880397238391006;train;2.42809668166667;9;50;402;13;25;175;continuous
658_fri_c3_250_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.774280036848359;test;2.42809668166667;9;50;402;13;25;175;continuous
656_fri_c1_100_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126094403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782642728064862;train;0.254241915;6;25;292;5;5;70;continuous
656_fri_c1_100_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126094403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868027757297683;test;0.254241915;6;25;292;5;5;70;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186003256906429;train;2.1500035;11;288;598;8;25;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298227158058161;test;2.1500035;11;288;598;8;25;700;continuous
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fars;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126103432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836004806705174;test;49.121345;0;100;200;5;21;70678;multinomial
tae;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.736069139194139;train;0.05120964;3;5;38;5;5;106;multinomial
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optdigits;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999910245397133;train;9.04669931166667;3;160;326;55;61;3934;multinomial
optdigits;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124154433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998907174984154;test;9.04669931166667;3;160;326;55;61;3934;multinomial
522_pm10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559843786732952;train;0.759780888333333;3;160;326;7;7;350;continuous
522_pm10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.711018947178931;test;0.759780888333333;3;160;326;7;7;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808581316416505;train;0.381037035;5;130;270;13;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124153623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85526619194532;test;0.381037035;5;130;270;13;50;350;continuous
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646_fri_c3_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8090144870519;train;0.464930023333333;9;50;418;5;10;350;continuous
646_fri_c3_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125130551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786928094073533;test;0.464930023333333;9;50;418;5;10;350;continuous
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589_fri_c2_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868134199127233;test;1.35522797333333;5;200;410;16;25;700;continuous
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641_fri_c1_500_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125200644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.382729842613797;test;2.044328485;9;264;546;4;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852362416508955;train;0.394991311666667;8;50;376;4;10;350;continuous
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phoneme;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988207736355885;train;12.0638288466667;20;363;766;5;5;3783;binomial
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Hill_Valley_with_noise;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.566902659781221;train;2.14820419666667;9;280;578;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.493299220272905;test;2.14820419666667;9;280;578;1;1;849;binomial
592_fri_c4_1000_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125190911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181234183491608;train;4.33608441833333;12;285;594;8;25;700;continuous
592_fri_c4_1000_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125190911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308351210033213;test;4.33608441833333;12;285;594;8;25;700;continuous
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529_pollen;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337231374242862;train;6.13820114666667;6;220;452;3;4;2694;continuous
529_pollen;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126083605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492069738806134;test;6.13820114666667;6;220;452;3;4;2694;continuous
auto;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937498852157943;train;1.91316074;10;300;620;12;21;142;multinomial
auto;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874724530128257;test;1.91316074;10;300;620;12;21;142;multinomial
582_fri_c1_500_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243496605403375;train;2.88027741;16;398;828;9;25;350;continuous
582_fri_c1_500_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125162159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402510490416402;test;2.88027741;16;398;828;9;25;350;continuous
201_pol;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235148788003613;train;11.433763525;7;240;494;5;26;10500;continuous
201_pol;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250956879495819;test;11.433763525;7;240;494;5;26;10500;continuous
yeast;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894214534823473;train;9.183362635;11;8;184;8;8;1036;multinomial
yeast;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882212268478141;test;9.183362635;11;8;184;8;8;1036;multinomial
227_cpu_small;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315042299020731;train;0.247424226666667;5;60;260;3;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318121724018366;test;0.247424226666667;5;60;260;3;12;5735;continuous
agaricus_lepiota;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.78390325;3;20;70;20;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125192429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.78390325;3;20;70;20;20;5702;binomial
mnist;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.563721444408022;train;75.1965637416667;0;6;12;10;664;49000;multinomial
mnist;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.563790860916574;test;75.1965637416667;0;6;12;10;664;49000;multinomial
coil2000;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124191104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698976132710169;train;4.06269075833333;12;154;544;2;59;6876;binomial
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calendarDOW;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794768309418958;test;2.23828610666667;9;280;578;8;13;280;multinomial
coil2000;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125142243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.704478558883067;train;12.95863989;20;414;868;2;59;6876;binomial
coil2000;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125142243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.737687531785048;test;12.95863989;20;414;868;2;59;6876;binomial
581_fri_c3_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830917451221647;train;0.208228508333333;3;90;186;6;25;350;continuous
581_fri_c3_500_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124212239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834247015230448;test;0.208228508333333;3;90;186;6;25;350;continuous
heart_h;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913889770443246;train;0.943812255;6;220;452;4;12;206;binomial
heart_h;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878908320084791;test;0.943812255;6;220;452;4;12;206;binomial
prnn_crabs;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996529904062053;train;0.147597086666667;3;4;30;4;4;140;binomial
prnn_crabs;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191744_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997775305895439;test;0.147597086666667;3;4;30;4;4;140;binomial
228_elusage;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483774583802267;train;0.0269566966666667;3;2;16;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125132406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496196042775201;test;0.0269566966666667;3;2;16;1;1;39;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822088065554451;train;1.41964661165;7;20;294;10;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848103851973729;test;1.41964661165;7;20;294;10;10;350;continuous
prnn_synth;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125132718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931372549019608;train;0.151629673333333;7;8;128;2;2;175;binomial
prnn_synth;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125132718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95;test;0.151629673333333;7;8;128;2;2;175;binomial
678_visualizing_environmental;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750569549001789;train;0.379932371666667;12;15;364;2;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760938816111306;test;0.379932371666667;12;15;364;2;3;78;continuous
mfeat_zernike;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988598977583899;train;1.89916752166667;3;160;326;31;33;1400;multinomial
mfeat_zernike;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976793995887969;test;1.89916752166667;3;160;326;31;33;1400;multinomial
665_sleuth_case2002;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.595879696414762;train;1.29702435;6;220;452;1;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.781084863635101;test;1.29702435;6;220;452;1;6;103;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342606144695234;train;0.528035845016667;3;160;326;3;10;175;continuous
657_fri_c2_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.503544604060892;test;0.528035845016667;3;160;326;3;10;175;continuous
prnn_fglass;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897537566137566;train;1.45375949333333;6;220;452;3;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124164533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880324675324675;test;1.45375949333333;6;220;452;3;9;144;multinomial
cmc;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739463464425762;train;0.247486398333333;10;9;188;9;9;1032;multinomial
cmc;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125095155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.713980266438797;test;0.247486398333333;10;9;188;9;9;1032;multinomial
607_fri_c4_1000_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84263526925945;train;0.231846286666667;3;90;186;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843137626221468;test;0.231846286666667;3;90;186;5;50;700;continuous
horse_colic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895692786715101;train;0.810371918333333;11;85;510;3;22;258;binomial
horse_colic;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124170949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877100840336134;test;0.810371918333333;11;85;510;3;22;258;binomial
analcatdata_lawsuit;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997899159663866;train;0.0458470483333333;3;16;54;2;4;185;binomial
analcatdata_lawsuit;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0458470483333333;3;16;54;2;4;185;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.543990499339615;train;0.0345987683333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52038554948391;test;0.0345987683333333;3;4;32;1;1;849;binomial
allrep;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948350411039937;train;31.4186534716667;7;24;258;14;24;2641;multinomial
allrep;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905608205188422;test;31.4186534716667;7;24;258;14;24;2641;multinomial
analcatdata_bankruptcy;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983660130718954;train;0.0902465416666667;5;8;96;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928571428571429;test;0.0902465416666667;5;8;96;2;2;35;binomial
633_fri_c0_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493099635475944;train;2.275696035;20;304;648;13;25;350;continuous
633_fri_c0_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511503140125275;test;2.275696035;20;304;648;13;25;350;continuous
texture;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999974804985077;train;29.534906225;3;12;74;12;12;3850;multinomial
texture;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999922314271222;test;29.534906225;3;12;74;12;12;3850;multinomial
analcatdata_japansolvent;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124212705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970238095238095;train;0.543234905;3;160;326;2;3;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124212705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75;test;0.543234905;3;160;326;2;3;37;binomial
529_pollen;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125151642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439186332348274;train;0.227572385;6;20;270;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125151642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45892272735822;test;0.227572385;6;20;270;4;4;2694;continuous
522_pm10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83926215170487;train;1.64422667335;6;220;452;5;7;350;continuous
522_pm10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.891912905261991;test;1.64422667335;6;220;452;5;7;350;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42394208728476;train;0.104019581666667;5;10;116;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.297935197035428;test;0.104019581666667;5;10;116;1;2;35;continuous
analcatdata_boxing1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868622448979592;train;1.041347825;6;220;452;3;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.724025974025974;test;1.041347825;6;220;452;3;3;84;binomial
bupa;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735521367521368;train;0.301269318333333;7;20;240;5;5;242;binomial
bupa;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.61500754147813;test;0.301269318333333;7;20;240;5;5;242;binomial
207_autoPrice;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.286923664299642;train;0.665030248333333;11;50;512;4;10;112;continuous
207_autoPrice;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.394952485697346;test;0.665030248333333;11;50;512;4;10;112;continuous
626_fri_c2_500_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794792327289959;train;0.53035612;7;170;354;22;50;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.879400752644026;test;0.53035612;7;170;354;22;50;350;continuous
vowel;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964669019996467;train;15.8853737933333;10;13;248;10;13;693;multinomial
vowel;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964679978879895;test;15.8853737933333;10;13;248;10;13;693;multinomial
643_fri_c2_500_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860951823714804;train;1.27355735;4;50;192;10;25;350;continuous
643_fri_c2_500_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104037_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.885378095330314;test;1.27355735;4;50;192;10;25;350;continuous
dis;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.542562380038388;train;8.20309901833333;20;25;828;5;25;2641;binomial
dis;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5135052053447;test;8.20309901833333;20;25;828;5;25;2641;binomial
sonar;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.44105561;6;220;452;43;59;146;binomial
sonar;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901776384535005;test;1.44105561;6;220;452;43;59;146;binomial
coil2000;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.706457080554894;train;9.91642427666667;20;484;1008;2;59;6876;binomial
coil2000;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124212833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.732174944905916;test;9.91642427666667;20;484;1008;2;59;6876;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694078947368421;train;0.829745038333333;3;160;326;2;3;35;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.555555555555556;test;0.829745038333333;3;160;326;2;3;35;binomial
591_fri_c1_100_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441251552001487;train;1.22611538666667;6;220;452;3;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.600844027144067;test;1.22611538666667;6;220;452;3;10;70;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80119308367297;train;0.116431118333333;3;49;166;6;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125175523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803004929779377;test;0.116431118333333;3;49;166;6;10;700;continuous
Hill_Valley_without_noise;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.496751984898118;train;0.0395301266666667;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535104767689037;test;0.0395301266666667;3;4;32;1;1;849;binomial
analcatdata_germangss;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797185638032462;train;1.62356928;9;280;578;2;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173013_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.690202593019779;test;1.62356928;9;280;578;2;5;280;multinomial
heart_c;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902888534467482;train;1.089764345;6;220;452;13;13;213;binomial
heart_c;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113051_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952740070387129;test;1.089764345;6;220;452;13;13;213;binomial
621_fri_c0_100_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.569549013011351;train;0.734579403333333;7;20;300;10;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.40795754691618;test;0.734579403333333;7;20;300;10;10;70;continuous
207_autoPrice;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284742892216011;train;2.63120155666667;11;320;662;2;9;112;continuous
207_autoPrice;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375564488237618;test;2.63120155666667;11;320;662;2;9;112;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811950450515212;train;1.00374187;13;125;606;5;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802215476148807;test;1.00374187;13;125;606;5;25;350;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813821203723431;train;0.75991475;3;72;150;36;100;700;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801100563776897;test;0.75991475;3;72;150;36;100;700;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799369212922233;train;0.271676548333333;6;50;292;6;10;700;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124172912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787111616573478;test;0.271676548333333;6;50;292;6;10;700;continuous
678_visualizing_environmental;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.75487705255498;train;1.78264563333333;8;260;536;3;3;78;continuous
678_visualizing_environmental;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.915528077435389;test;1.78264563333333;8;260;536;3;3;78;continuous
628_fri_c3_1000_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126091155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848486675574781;train;0.175012495;5;25;240;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126091155_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838547939331207;test;0.175012495;5;25;240;5;5;700;continuous
agaricus_lepiota;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999987678477257;train;1.93332936331667;3;160;326;10;20;5702;binomial
agaricus_lepiota;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125093252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999932889599364;test;1.93332936331667;3;160;326;10;20;5702;binomial
australian;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942369703129929;train;2.320316555;10;13;254;7;13;483;binomial
australian;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897720904165888;test;2.320316555;10;13;254;7;13;483;binomial
1199_BNG_echoMonths;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.71703934243344;train;2.12219650833333;8;18;300;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125094109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.706018519619149;test;2.12219650833333;8;18;300;9;9;12248;continuous
547_no2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.651401450649215;train;1.27942364833333;6;220;452;7;7;350;continuous
547_no2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.675442329200109;test;1.27942364833333;6;220;452;7;7;350;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.111656805275527;train;0.172986891666667;9;10;200;2;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083140_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.347461862508245;test;0.172986891666667;9;10;200;2;2;47;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509549953505123;train;0.159308455;3;10;72;5;5;175;continuous
579_fri_c0_250_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492796174395472;test;0.159308455;3;10;72;5;5;175;continuous
prnn_synth;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927058823529412;train;0.0906027166666667;5;8;96;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953571428571429;test;0.0906027166666667;5;8;96;2;2;175;binomial
574_house_16H;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486869860074835;train;6.47125167166667;20;356;752;15;15;15949;continuous
574_house_16H;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126092640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.500325626257213;test;6.47125167166667;20;356;752;15;15;15949;continuous
695_chatfield_4;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.358748253697635;train;0.920903195;3;160;326;5;10;165;continuous
695_chatfield_4;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.368981955585008;test;0.920903195;3;160;326;5;10;165;continuous
wine_quality_white;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.64636436903657;train;0.37732233;7;11;162;2;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125173311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.585423470779151;test;0.37732233;7;11;162;2;11;3429;multinomial
mnist;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124180347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995114815442339;train;86.369836365;0;100;200;645;647;49000;multinomial
mnist;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124180347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994256514152311;test;86.369836365;0;100;200;645;647;49000;multinomial
hungarian;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922700587084149;train;0.63270458;10;48;460;5;12;206;binomial
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waveform_21;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125144737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968508755763539;train;12.0103969016667;7;21;250;21;21;3500;multinomial
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599_fri_c2_1000_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79364755810504;train;0.12098502;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848791783569043;test;0.12098502;3;25;156;5;5;700;continuous
analcatdata_cyyoung9302;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.884615384615385;train;0.787683073333333;14;24;612;4;6;65;binomial
analcatdata_cyyoung9302;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170025_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952380952380952;test;0.787683073333333;14;24;612;4;6;65;binomial
glass2;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76065124771759;train;0.54597836;3;160;326;2;9;115;binomial
glass2;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.638260869565217;test;0.54597836;3;160;326;2;9;115;binomial
movement_libras;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999423437893676;train;1.92646149335;5;200;410;17;19;252;multinomial
movement_libras;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953695515243134;test;1.92646149335;5;200;410;17;19;252;multinomial
611_fri_c3_100_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.953670740739751;train;0.831961808333333;3;160;326;2;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852449922292656;test;0.831961808333333;3;160;326;2;4;70;continuous
561_cpu;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.131765108693252;train;1.42828032;8;260;536;5;7;147;continuous
561_cpu;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166240534978088;test;1.42828032;8;260;536;5;7;147;continuous
615_fri_c4_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233648379600806;train;2.20475184666667;11;320;662;5;9;175;continuous
615_fri_c4_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.442684654075452;test;2.20475184666667;11;320;662;5;9;175;continuous
saheart;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125180412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.773929083828653;train;0.580866116666667;11;36;486;7;9;324;binomial
saheart;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125180412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830022630123209;test;0.580866116666667;11;36;486;7;9;324;binomial
wine_quality_red;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956343060836639;train;7.93108435;20;486;1012;9;11;1120;multinomial
wine_quality_red;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.759771579359081;test;7.93108435;20;486;1012;9;11;1120;multinomial
prnn_fglass;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994413149875335;train;0.648709361666667;3;160;326;7;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945904761904762;test;0.648709361666667;3;160;326;7;9;144;multinomial
texture;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124190938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999962071936739;train;27.23773462;3;13;76;12;13;3850;multinomial
texture;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124190938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999902211603581;test;27.23773462;3;13;76;12;13;3850;multinomial
agaricus_lepiota;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.89816236333333;3;20;70;20;20;5702;binomial
agaricus_lepiota;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.89816236333333;3;20;70;20;20;5702;binomial
magic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850274071230675;train;0.687793746666667;7;36;292;8;9;13314;binomial
magic;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846173176373725;test;0.687793746666667;7;36;292;8;9;13314;binomial
529_pollen;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430288243756414;train;1.53637679333333;5;200;410;4;4;2694;continuous
529_pollen;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.445446306990438;test;1.53637679333333;5;200;410;4;4;2694;continuous
tae;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125101710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860254372019078;train;1.68047859166667;10;293;608;4;4;106;multinomial
tae;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125101710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.768888888888889;test;1.68047859166667;10;293;608;4;4;106;multinomial
spambase;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978148214083413;train;1.498536905;3;160;326;54;54;3221;binomial
spambase;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125094320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967435062661906;test;1.498536905;3;160;326;54;54;3221;binomial
596_fri_c2_250_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30388092021542;train;2.00681402333333;10;300;620;2;5;175;continuous
596_fri_c2_250_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420215024060662;test;2.00681402333333;10;300;620;2;5;175;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470898168594318;train;1.39190629166667;9;100;402;29;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464755375087132;test;1.39190629166667;9;100;402;29;50;350;continuous
profb;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.645198588178019;train;0.777323653333333;10;9;182;3;9;471;binomial
profb;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125111708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678826019157942;test;0.777323653333333;10;9;182;3;9;471;binomial
crx;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932769726247987;train;2.16934657333333;13;14;360;11;14;483;binomial
crx;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916168224299065;test;2.16934657333333;13;14;360;11;14;483;binomial
allhyper;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99906493843119;train;8.15759070833333;20;484;1008;11;24;2640;multinomial
allhyper;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936102889091277;test;8.15759070833333;20;484;1008;11;24;2640;multinomial
glass;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93389398005067;train;0.115344206666667;5;9;100;7;9;144;multinomial
glass;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124172143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794388783868935;test;0.115344206666667;5;9;100;7;9;144;multinomial
labor;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992;train;1.02605382835;10;15;276;8;15;40;binomial
labor;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;1.02605382835;10;15;276;8;15;40;binomial
magic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854701642044307;train;0.976995228333333;9;36;384;8;9;13314;binomial
magic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850126336300809;test;0.976995228333333;9;36;384;8;9;13314;binomial
analcatdata_aids;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.618421052631579;train;0.0868330416666667;5;8;90;1;2;35;binomial
analcatdata_aids;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125094257_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851851851851852;test;0.0868330416666667;5;8;90;1;2;35;binomial
coil2000;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.727635547771539;train;4.132224165;0;5;10;5;59;6876;binomial
coil2000;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.668230545592599;test;4.132224165;0;5;10;5;59;6876;binomial
satimage;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974844841147418;train;5.51179887;8;212;440;20;27;4505;multinomial
satimage;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973923630276832;test;5.51179887;8;212;440;20;27;4505;multinomial
allbp;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997210785229466;train;2.25466297168333;3;160;326;5;25;2641;multinomial
allbp;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125180526_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989838096055379;test;2.25466297168333;3;160;326;5;25;2641;multinomial
pendigits;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998028359946269;train;37.9174191333167;2;16;66;16;16;7695;multinomial
pendigits;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125155431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997188607199702;test;37.9174191333167;2;16;66;16;16;7695;multinomial
colic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847089709931485;train;0.68941597;3;160;326;2;22;258;binomial
colic;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920007222824124;test;0.68941597;3;160;326;2;22;258;binomial
hypothyroid;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905916934153824;train;1.221817095;3;160;326;10;20;2215;binomial
hypothyroid;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899110016090105;test;1.221817095;3;160;326;10;20;2215;binomial
588_fri_c4_1000_100;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831943149499741;train;1.87995020333333;20;342;804;16;99;700;continuous
588_fri_c4_1000_100;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797936404296663;test;1.87995020333333;20;342;804;16;99;700;continuous
583_fri_c1_1000_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841064135998409;train;0.977443115;3;72;150;5;50;700;continuous
583_fri_c1_1000_50;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126111840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865675433057575;test;0.977443115;3;72;150;5;50;700;continuous
615_fri_c4_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804776259667894;train;2.06130823833333;13;18;482;6;9;175;continuous
615_fri_c4_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882978800782249;test;2.06130823833333;13;18;482;6;9;175;continuous
australian;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923670222006045;train;0.518257943333333;7;56;334;6;14;483;binomial
australian;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93350311262026;test;0.518257943333333;7;56;334;6;14;483;binomial
prnn_synth;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939916405433647;train;0.0618573933333333;3;2;16;2;2;175;binomial
prnn_synth;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936699857752489;test;0.0618573933333333;3;2;16;2;2;175;binomial
allbp;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982517694016237;train;2.27915258166667;8;196;408;21;25;2641;multinomial
allbp;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125091320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987203206907185;test;2.27915258166667;8;196;408;21;25;2641;multinomial
596_fri_c2_250_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826457905939161;train;0.438558198333333;7;10;152;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794905434814603;test;0.438558198333333;7;10;152;5;5;175;continuous
australian;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937639392249791;train;0.60315118335;9;56;418;10;14;483;binomial
australian;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124213045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866835585585586;test;0.60315118335;9;56;418;10;14;483;binomial
643_fri_c2_500_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125151346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880547543148739;train;0.180102045016667;3;90;186;4;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125151346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872653414781129;test;0.180102045016667;3;90;186;4;25;350;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821226568705444;train;0.802341481666667;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855522230740484;test;0.802341481666667;3;160;326;5;50;700;continuous
analcatdata_cyyoung9302;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926666666666667;train;0.901545015;15;7;220;5;7;65;binomial
analcatdata_cyyoung9302;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91304347826087;test;0.901545015;15;7;220;5;7;65;binomial
heart_c;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949330954504906;train;1.04589596333333;5;200;410;10;13;213;binomial
heart_c;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125122929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.872340425531915;test;1.04589596333333;5;200;410;10;13;213;binomial
644_fri_c4_250_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125195500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.900750639876416;train;0.215595051666667;3;90;186;1;25;175;continuous
644_fri_c4_250_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125195500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.950504066001747;test;0.215595051666667;3;90;186;1;25;175;continuous
wine_quality_white;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.697818610377549;train;1.02306690166667;17;11;380;6;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638556989033116;test;1.02306690166667;17;11;380;6;11;3429;multinomial
schizo;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.616390389271745;train;5.06779008833333;20;500;1040;13;13;238;multinomial
schizo;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126112823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.612261632341724;test;5.06779008833333;20;500;1040;13;13;238;multinomial
lupus;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84945054945055;train;0.0405971516666667;3;2;16;2;2;61;binomial
lupus;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875816993464052;test;0.0405971516666667;3;2;16;2;2;61;binomial
analcatdata_authorship;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125152309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999971930114315;train;1.08087392833333;3;160;326;70;70;589;multinomial
analcatdata_authorship;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125152309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999485215434488;test;1.08087392833333;3;160;326;70;70;589;multinomial
horse_colic;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925921120913337;train;3.866241035;7;22;278;15;22;258;binomial
horse_colic;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856792717086835;test;3.866241035;7;22;278;15;22;258;binomial
588_fri_c4_1000_100;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855188714828081;train;3.38239366166667;12;162;528;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815952811900061;test;3.38239366166667;12;162;528;5;100;700;continuous
695_chatfield_4;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321845152432448;train;0.301520995;7;30;334;2;6;165;continuous
695_chatfield_4;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321989003028051;test;0.301520995;7;30;334;2;6;165;continuous
618_fri_c3_1000_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821362735187855;train;1.44832292;5;98;234;7;50;700;continuous
618_fri_c3_1000_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124213523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847748966909617;test;1.44832292;5;98;234;7;50;700;continuous
564_fried;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482951842958659;train;2.48471611165;5;20;210;5;10;28538;continuous
564_fried;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124164949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482119331905914;test;2.48471611165;5;20;210;5;10;28538;continuous
574_house_16H;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517619867789293;train;2.24703285;3;160;326;10;15;15949;continuous
574_house_16H;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144109_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497707099687979;test;2.24703285;3;160;326;10;15;15949;continuous
210_cloud;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.269648215490864;train;0.332927068333333;6;10;130;4;5;76;continuous
210_cloud;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.249206234771083;test;0.332927068333333;6;10;130;4;5;76;continuous
segmentation;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995035182545623;train;2.38727157333333;7;208;430;6;14;1617;multinomial
segmentation;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993836891590643;test;2.38727157333333;7;208;430;6;14;1617;multinomial
analcatdata_cyyoung9302;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984693877551021;train;0.927257885;5;200;410;5;6;65;binomial
analcatdata_cyyoung9302;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125120157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972222222222222;test;0.927257885;5;200;410;5;6;65;binomial
mfeat_factors;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.84635730833333;5;100;222;118;134;1400;multinomial
mfeat_factors;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996773505904853;test;1.84635730833333;5;100;222;118;134;1400;multinomial
appendicitis;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.861111111111111;train;3.30322395833333;20;492;1024;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94;test;3.30322395833333;20;492;1024;1;4;75;binomial
nikuradse_2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124212033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830311401387479;train;0.0475940933333333;3;5;40;0;1;254;continuous
nikuradse_2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124212033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770478644796743;test;0.0475940933333333;3;5;40;0;1;254;continuous
637_fri_c1_500_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362800513155992;train;4.32657629665;7;240;494;45;50;350;continuous
637_fri_c1_500_50;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125103312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456122473730556;test;4.32657629665;7;240;494;45;50;350;continuous
waveform_40;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969903887185101;train;2.496714675;6;220;452;20;40;3500;multinomial
waveform_40;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975372986414502;test;2.496714675;6;220;452;20;40;3500;multinomial
1199_BNG_echoMonths;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126103924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713274671651917;train;1.598545925;8;18;302;9;9;12248;continuous
1199_BNG_echoMonths;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126103924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.714483062448828;test;1.598545925;8;18;302;9;9;12248;continuous
505_tecator;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0612530574009385;train;1.254972865;5;200;410;13;17;168;continuous
505_tecator;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0675803669170487;test;1.254972865;5;200;410;13;17;168;continuous
shuttle;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912692247369078;train;4.55100354;18;7;260;3;7;40600;multinomial
shuttle;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90233462980739;test;4.55100354;18;7;260;3;7;40600;multinomial
Hill_Valley_with_noise;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.540140110134115;train;2.60541209;13;360;746;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085200_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.527762573739585;test;2.60541209;13;360;746;1;1;849;binomial
207_autoPrice;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463925349327293;train;0.439433731666667;7;60;354;3;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.409347263043933;test;0.439433731666667;7;60;354;3;12;112;continuous
dis;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.691721675592643;train;12.64647911;12;24;484;3;24;2641;binomial
dis;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125165931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.706906906906907;test;12.64647911;12;24;484;3;24;2641;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.238222163333333;3;112;230;5;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.238222163333333;3;112;230;5;6;70;binomial
clean1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.436271528333333;3;112;230;22;96;334;binomial
clean1;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.436271528333333;3;112;230;22;96;334;binomial
spectf;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998866213151928;train;1.36637144;5;200;410;42;44;245;binomial
spectf;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963975694444444;test;1.36637144;5;200;410;42;44;245;binomial
556_analcatdata_apnea2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.117046031350634;train;4.47089620666667;20;500;1040;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146626741186448;test;4.47089620666667;20;500;1040;3;3;333;continuous
665_sleuth_case2002;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124212401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.771493323192649;train;0.943465951666667;3;160;326;1;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124212401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852005460422972;test;0.943465951666667;3;160;326;1;6;103;continuous
605_fri_c2_250_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772456855925004;train;1.12709433333333;3;160;326;16;25;175;continuous
605_fri_c2_250_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.755192320962036;test;1.12709433333333;3;160;326;16;25;175;continuous
allbp;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947174543869481;train;1.359136445;3;160;326;1;25;2641;multinomial
allbp;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204236_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944991811836723;test;1.359136445;3;160;326;1;25;2641;multinomial
prnn_crabs;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995098039215686;train;0.09331314;3;12;96;2;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.09331314;3;12;96;2;3;140;binomial
biomed;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947521865889213;train;0.667241446666667;3;160;326;8;8;147;binomial
biomed;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979700854700855;test;0.667241446666667;3;160;326;8;8;147;binomial
iris;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978806228373703;train;0.709174431666667;3;160;326;2;3;105;multinomial
iris;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125184546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934244791666667;test;0.709174431666667;3;160;326;2;3;105;multinomial
690_visualizing_galaxy;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313107618521176;train;0.0978676833333333;3;20;126;4;4;227;continuous
690_visualizing_galaxy;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313542826489477;test;0.0978676833333333;3;20;126;4;4;227;continuous
648_fri_c1_250_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.715328838085146;train;1.76425861;9;280;578;17;50;175;continuous
648_fri_c1_250_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.884755206550357;test;1.76425861;9;280;578;17;50;175;continuous
allrep;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934412036095478;train;32.9877769416667;12;25;492;21;25;2641;multinomial
allrep;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.92288962686223;test;32.9877769416667;12;25;492;21;25;2641;multinomial
653_fri_c0_250_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470424668389987;train;0.775439816683333;3;50;150;18;25;175;continuous
653_fri_c0_250_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125085107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513103085381141;test;0.775439816683333;3;50;150;18;25;175;continuous
cleve;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126093211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946819978440532;train;1.95713579666667;8;13;218;9;13;213;binomial
cleve;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126093211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.891798418972332;test;1.95713579666667;8;13;218;9;13;213;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.511462336450674;train;1.26116114831667;6;220;452;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.545364015197941;test;1.26116114831667;6;220;452;1;1;849;binomial
glass;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902192112694134;train;2.26756268333333;7;9;136;6;9;144;multinomial
glass;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.790338164251208;test;2.26756268333333;7;9;136;6;9;144;multinomial
659_sleuth_ex1714;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342063601076659;train;0.521789123333333;3;160;326;1;3;33;continuous
659_sleuth_ex1714;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124184700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.517695730078191;test;0.521789123333333;3;160;326;1;3;33;continuous
vehicle;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944083304460963;train;2.549353655;6;13;142;13;13;593;multinomial
vehicle;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936400030904862;test;2.549353655;6;13;142;13;13;593;multinomial
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.362573403244876;train;0.97787638;3;160;326;49;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125171933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.411689131150935;test;0.97787638;3;160;326;49;72;742;continuous
colic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883716462828969;train;5.91244419166667;13;22;502;7;22;258;binomial
colic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124201445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909353557240881;test;5.91244419166667;13;22;502;7;22;258;binomial
prnn_synth;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125192036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973464052287582;train;0.879889405;5;200;410;2;2;175;binomial
prnn_synth;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125192036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940714285714286;test;0.879889405;5;200;410;2;2;175;binomial
breast_cancer;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.760697399527187;train;2.55757043666667;14;380;788;6;9;201;binomial
breast_cancer;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.701666666666667;test;2.55757043666667;14;380;788;6;9;201;binomial
649_fri_c0_500_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313574888259307;train;1.01446689333333;5;200;410;5;5;350;continuous
649_fri_c0_500_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126082303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415854836599987;test;1.01446689333333;5;200;410;5;5;350;continuous
analcatdata_happiness;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859401709401709;train;0.601925558316667;3;160;326;1;3;42;multinomial
analcatdata_happiness;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126114355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.780952380952381;test;0.601925558316667;3;160;326;1;3;42;multinomial
sonar;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901315789473684;train;2.599340895;11;57;474;13;60;146;binomial
sonar;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111359_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877248677248677;test;2.599340895;11;57;474;13;60;146;binomial
678_visualizing_environmental;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763956785555144;train;0.243332473333333;6;6;84;3;3;78;continuous
678_visualizing_environmental;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769339754387478;test;0.243332473333333;6;6;84;3;3;78;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353096769455707;train;0.05241766;3;2;16;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124193259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.541631727046002;test;0.05241766;3;2;16;1;1;33;continuous
lupus;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818681318681319;train;3.199275355;20;452;944;2;2;61;binomial
lupus;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.738562091503268;test;3.199275355;20;452;944;2;2;61;binomial
fars;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731072113178727;train;35.329848675;0;100;200;2;21;70678;multinomial
fars;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.707644192798091;test;35.329848675;0;100;200;2;21;70678;multinomial
579_fri_c0_250_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238032028814016;train;1.83566283333333;20;316;672;5;5;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.488912082735261;test;1.83566283333333;20;316;672;5;5;175;continuous
analcatdata_boxing1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91141975308642;train;0.546359831666667;3;160;326;1;3;84;binomial
analcatdata_boxing1;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854166666666667;test;0.546359831666667;3;160;326;1;3;84;binomial
1193_BNG_lowbwt;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.609611065200341;train;4.78306541;3;41;166;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607660527053049;test;4.78306541;3;41;166;9;9;21773;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988473167044596;train;0.667121135;3;160;326;11;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987692307692308;test;0.667121135;3;160;326;11;21;399;binomial
mnist;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991017312992577;train;162.915472606667;0;100;200;648;651;49000;multinomial
mnist;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9902161435001;test;162.915472606667;0;100;200;648;651;49000;multinomial
1201_BNG_breastTumor;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915460780811198;train;1.88016205665;3;18;124;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917323900178342;test;1.88016205665;3;18;124;8;9;81648;continuous
collins;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125182356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999938065155457;train;1.294927705;3;160;326;1;20;340;multinomial
collins;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125182356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999673551756885;test;1.294927705;3;160;326;1;20;340;multinomial
analcatdata_germangss;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825507178253473;train;0.623464895;6;5;66;5;5;280;multinomial
analcatdata_germangss;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125150223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.769866545532988;test;0.623464895;6;5;66;5;5;280;multinomial
562_cpu_small;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.299833110446647;train;2.76834562833333;7;240;494;3;12;5735;continuous
562_cpu_small;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.304728917459823;test;2.76834562833333;7;240;494;3;12;5735;continuous
heart_c;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92232492001422;train;0.492658838333333;7;52;334;7;13;213;binomial
heart_c;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911398705823793;test;0.492658838333333;7;52;334;7;13;213;binomial
560_bodyfat;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0632669813626326;train;0.154700621666667;3;64;186;2;13;177;continuous
560_bodyfat;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125163019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0568488972331358;test;0.154700621666667;3;64;186;2;13;177;continuous
611_fri_c3_100_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.695827001944401;train;0.360315725;7;8;124;4;4;70;continuous
611_fri_c3_100_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133030_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.21003847731958;test;0.360315725;7;8;124;4;4;70;continuous
spectf;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911968850516337;train;2.85400314333333;6;44;264;44;44;245;binomial
spectf;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.79264367816092;test;2.85400314333333;6;44;264;44;44;245;binomial
522_pm10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.634124646042807;train;1.053440305;5;200;410;7;7;350;continuous
522_pm10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.734900807269479;test;1.053440305;5;200;410;7;7;350;continuous
706_sleuth_case1202;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.597415568871745;train;1.58792969833333;7;240;494;6;6;66;continuous
706_sleuth_case1202;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125173700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.654227576116839;test;1.58792969833333;7;240;494;6;6;66;continuous
heart_statlog;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973562152133581;train;1.82352227666667;11;298;618;10;13;189;binomial
heart_statlog;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837821297429621;test;1.82352227666667;11;298;618;10;13;189;binomial
clean2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996116419722884;train;4.17711349333333;3;160;326;1;106;4619;binomial
clean2;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994679686311187;test;4.17711349333333;3;160;326;1;106;4619;binomial
labor;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.57751671665;3;160;326;10;15;40;binomial
labor;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112037_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966666666666667;test;0.57751671665;3;160;326;10;15;40;binomial
labor;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.502722791666667;6;15;182;5;15;40;binomial
labor;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971428571428571;test;0.502722791666667;6;15;182;5;15;40;binomial
irish;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124184513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.874027558016878;train;2.81714134166667;20;500;1040;4;4;350;binomial
irish;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124184513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901435319767442;test;2.81714134166667;20;500;1040;4;4;350;binomial
603_fri_c0_250_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.419909958157731;train;0.614681103316667;8;190;396;50;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125124526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.574385530953867;test;0.614681103316667;8;190;396;50;50;175;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43535744500627;train;2.139599075;20;272;584;31;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474832827905107;test;2.139599075;20;272;584;31;72;742;continuous
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647_fri_c1_250_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822113554211611;test;0.525761895;10;50;460;7;10;175;continuous
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557_analcatdata_apnea1;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084515_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308196592320173;train;0.66312322;3;160;326;0;3;333;continuous
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635_fri_c0_250_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35101746397791;train;1.62802932833333;8;260;536;9;10;175;continuous
635_fri_c0_250_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548598653337598;test;1.62802932833333;8;260;536;9;10;175;continuous
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649_fri_c0_500_5;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180706_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513607076607752;test;1.52477270168333;7;224;462;4;5;350;continuous
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556_analcatdata_apnea2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.223638339193161;train;0.0856497866666667;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125143426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566012890355346;test;0.0856497866666667;3;15;120;0;3;333;continuous
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banana;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97840555932487;train;2.38310972333333;3;160;326;2;2;3710;binomial
banana;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96432894676145;test;2.38310972333333;3;160;326;2;2;3710;binomial
analcatdata_authorship;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125121412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.307157113333333;3;58;138;70;70;589;multinomial
analcatdata_authorship;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125121412_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999980299448385;test;0.307157113333333;3;58;138;70;70;589;multinomial
cloud;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.628925564791134;train;0.720067696666667;3;160;326;2;5;76;multinomial
cloud;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.395061728395062;test;0.720067696666667;3;160;326;2;5;76;multinomial
lupus;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853846153846154;train;0.639851928333333;3;160;326;2;2;61;binomial
lupus;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125202302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777777777777778;test;0.639851928333333;3;160;326;2;2;61;binomial
542_pollution;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580926962159469;train;0.590408283333333;10;50;460;6;10;42;continuous
542_pollution;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.636607116772898;test;0.590408283333333;10;50;460;6;10;42;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.904343566029294;train;0.821527091666667;3;160;326;3;5;70;continuous
656_fri_c1_100_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85620067751451;test;0.821527091666667;3;160;326;3;5;70;continuous
analcatdata_authorship;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999873688955512;train;1.058627775;3;160;326;18;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125185117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999179821741431;test;1.058627775;3;160;326;18;70;589;multinomial
613_fri_c3_250_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.767632899160221;train;0.267807281666667;8;20;344;4;4;175;continuous
613_fri_c3_250_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880265316909777;test;0.267807281666667;8;20;344;4;4;175;continuous
appendicitis;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82;train;0.460170135;13;16;398;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92;test;0.460170135;13;16;398;1;4;75;binomial
magic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934332592797376;train;10.7456579133333;3;160;326;9;9;13314;binomial
magic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916942911061792;test;10.7456579133333;3;160;326;9;9;13314;binomial
mfeat_karhunen;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999701416557093;train;2.09642054333333;3;160;326;64;64;1400;multinomial
mfeat_karhunen;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996792438850546;test;2.09642054333333;3;160;326;64;64;1400;multinomial
breast_cancer;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125113435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747695035460993;train;0.94247255;6;9;114;6;9;201;binomial
breast_cancer;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125113435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.712333333333333;test;0.94247255;6;9;114;6;9;201;binomial
breast_w;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.435854251666667;7;32;318;7;8;490;binomial
breast_w;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111642_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990456513183786;test;0.435854251666667;7;32;318;7;8;490;binomial
heart_c;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94284188034188;train;2.40110786;11;13;272;11;13;213;binomial
heart_c;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124194558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89781746031746;test;2.40110786;11;13;272;11;13;213;binomial
635_fri_c0_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.534821986101876;train;0.475188808333333;9;50;418;10;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.52572287332291;test;0.475188808333333;9;50;418;10;10;175;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795164923987395;train;31.46401614;5;36;230;16;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796302204102836;test;31.46401614;5;36;230;16;18;700000;continuous
irish;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860186374263229;train;0.742906298333333;9;4;78;3;4;350;binomial
irish;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193040_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857598978288633;test;0.742906298333333;9;4;78;3;4;350;binomial
prnn_fglass;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871615242415914;train;0.0739059983333333;3;9;62;2;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.782282608695652;test;0.0739059983333333;3;9;62;2;9;144;multinomial
breast_cancer;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711465721040189;train;0.591643051666667;3;9;60;2;9;201;binomial
breast_cancer;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.669;test;0.591643051666667;3;9;60;2;9;201;binomial
appendicitis;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971896955503513;train;1.47667745666667;8;260;536;4;4;75;binomial
appendicitis;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153957_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.863095238095238;test;1.47667745666667;8;260;536;4;4;75;binomial
225_puma8NH;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125093610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.762772381693152;train;0.28758425;7;40;334;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125093610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.752958578765938;test;0.28758425;7;40;334;2;8;5735;continuous
analcatdata_asbestos;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827505827505827;train;0.598419276666667;3;160;326;3;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958041958041958;test;0.598419276666667;3;160;326;3;3;59;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.496751984898118;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535104767689037;test;;-Inf;-Inf;;1;1;849;binomial
profb;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666710478424394;train;0.391529183333333;3;9;60;5;9;471;binomial
profb;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643097643097643;test;0.391529183333333;3;9;60;5;9;471;binomial
cloud;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.59583094601477;train;2.17953882666667;12;340;704;2;6;76;multinomial
cloud;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.632993197278912;test;2.17953882666667;12;340;704;2;6;76;multinomial
225_puma8NH;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742413486775984;train;2.22597181666667;5;200;410;7;8;5735;continuous
225_puma8NH;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.734040778668379;test;2.22597181666667;5;200;410;7;8;5735;continuous
cars;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.25961975333333;7;240;494;1;7;275;multinomial
cars;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997952497952498;test;1.25961975333333;7;240;494;1;7;275;multinomial
ann_thyroid;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99670239846371;train;3.84435406;6;188;388;5;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990777520865859;test;3.84435406;6;188;388;5;21;5040;multinomial
637_fri_c1_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804678891344238;train;0.688086958333333;11;202;426;30;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.92920402197104;test;0.688086958333333;11;202;426;30;50;350;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267236141951311;train;0.602677411666667;3;160;326;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.536443463043579;test;0.602677411666667;3;160;326;1;1;33;continuous
1595_poker;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816224697776555;train;51.3072955666667;2;20;88;4;10;717507;continuous
1595_poker;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815158996898869;test;51.3072955666667;2;20;88;4;10;717507;continuous
mfeat_zernike;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990919842714815;train;0.407616063333333;3;32;134;30;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124175153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930439422502766;test;0.407616063333333;3;32;134;30;32;1400;multinomial
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829589286634601;train;1.09125692;5;200;410;10;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125162020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85199352988772;test;1.09125692;5;200;410;10;50;700;continuous
tae;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72188411163049;train;0.0413148383333333;3;5;38;5;5;106;multinomial
tae;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.641998936735779;test;0.0413148383333333;3;5;38;5;5;106;multinomial
cleve;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996047430830039;train;0.639215266666667;3;160;326;13;13;213;binomial
cleve;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.842391304347826;test;0.639215266666667;3;160;326;13;13;213;binomial
603_fri_c0_250_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48069469395939;train;3.68691011666667;12;100;528;49;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.576254728121443;test;3.68691011666667;12;100;528;49;50;175;continuous
nikuradse_1;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124181423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0665073689482132;train;0.92699874;5;200;410;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124181423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0582775335282216;test;0.92699874;5;200;410;2;2;254;continuous
wine_quality_white;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66246465007787;train;28.83153251;11;11;250;6;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688099847403005;test;28.83153251;11;11;250;6;11;3429;multinomial
1096_FacultySalaries;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126103723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.400020879233494;train;0.930033125;6;204;420;2;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126103723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.399447857610754;test;0.930033125;6;204;420;2;2;35;continuous
657_fri_c2_250_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255391813163845;train;1.72028057166667;10;268;556;9;10;175;continuous
657_fri_c2_250_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401711389260549;test;1.72028057166667;10;268;556;9;10;175;continuous
623_fri_c4_1000_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813858104835875;train;0.81819947165;3;160;326;10;10;700;continuous
623_fri_c4_1000_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836565438338213;test;0.81819947165;3;160;326;10;10;700;continuous
satimage;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979194870349182;train;3.88929768833333;5;200;410;21;25;4505;multinomial
satimage;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125082852_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97861600253122;test;3.88929768833333;5;200;410;21;25;4505;multinomial
profb;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.676841104865127;train;0.914280874983333;15;36;658;4;9;471;binomial
profb;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.654096520763187;test;0.914280874983333;15;36;658;4;9;471;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.34027981;3;48;102;20;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.34027981;3;48;102;20;20;5702;binomial
626_fri_c2_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.174709011081916;train;2.72586962833333;10;300;620;10;50;350;continuous
626_fri_c2_500_50;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385596219051566;test;2.72586962833333;10;300;620;10;50;350;continuous
542_pollution;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.584246349430298;train;1.04773920166667;14;45;626;5;9;42;continuous
542_pollution;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616539093942488;test;1.04773920166667;14;45;626;5;9;42;continuous
collins;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988438103102106;train;1.38452944501667;3;160;326;10;20;340;multinomial
collins;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190701_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978672860285179;test;1.38452944501667;3;160;326;10;20;340;multinomial
buggyCrx;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90581098339719;train;1.52794643666667;7;14;182;3;14;483;binomial
buggyCrx;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125205549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907039537126326;test;1.52794643666667;7;14;182;3;14;483;binomial
wine_recognition;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988628837462989;train;0.654833626666667;3;160;326;13;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994688176273854;test;0.654833626666667;3;160;326;13;13;125;multinomial
optdigits;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998487645197735;train;45.3097139766667;3;57;138;40;61;3934;multinomial
optdigits;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997711069033708;test;45.3097139766667;3;57;138;40;61;3934;multinomial
230_machine_cpu;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.255720290220446;train;0.703606363333333;3;160;326;6;6;147;continuous
230_machine_cpu;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.239620606497004;test;0.703606363333333;3;160;326;6;6;147;continuous
texture;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999988687530235;train;0.526653035;3;15;96;15;15;3850;multinomial
texture;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997414411075453;test;0.526653035;3;15;96;15;15;3850;multinomial
654_fri_c0_500_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290292682990224;train;0.735360796666667;3;160;326;5;10;350;continuous
654_fri_c0_500_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418702003572708;test;0.735360796666667;3;160;326;5;10;350;continuous
579_fri_c0_250_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478945457934386;train;0.101762513333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.493869963769985;test;0.101762513333333;3;25;156;5;5;175;continuous
labor;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981333333333333;train;0.760865851666667;11;64;502;3;16;40;binomial
labor;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883333333333333;test;0.760865851666667;11;64;502;3;16;40;binomial
218_house_8L;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.349088924146901;train;11.9183045216667;20;408;856;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125160215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376906040882642;test;11.9183045216667;20;408;856;8;8;15949;continuous
analcatdata_happiness;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125155930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732638888888889;train;0.54374935;3;160;326;2;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125155930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.621527777777778;test;0.54374935;3;160;326;2;3;42;multinomial
522_pm10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.613698725747206;train;1.47597410666667;6;220;452;7;7;350;continuous
522_pm10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.743866602008359;test;1.47597410666667;6;220;452;7;7;350;continuous
294_satellite_image;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450142040250275;train;1.61183632;8;212;440;26;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465120090604358;test;1.61183632;8;212;440;26;26;4505;continuous
wine_recognition;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.82214234;3;160;326;13;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126104817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99890350877193;test;0.82214234;3;160;326;13;13;125;multinomial
biomed;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.954940711462451;train;0.506821736666667;8;8;136;7;8;147;binomial
biomed;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125114041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965476190476191;test;0.506821736666667;8;8;136;7;8;147;binomial
horse_colic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895599489795919;train;3.83391614666667;9;22;376;14;22;258;binomial
horse_colic;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124193718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87828947368421;test;3.83391614666667;9;22;376;14;22;258;binomial
phoneme;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.795192397590522;train;0.989652031666667;7;5;76;5;5;3783;binomial
phoneme;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125152139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.778606750348256;test;0.989652031666667;7;5;76;5;5;3783;binomial
542_pollution;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391200749252201;train;0.60762493;3;160;326;10;11;42;continuous
542_pollution;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125082259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.61742814242638;test;0.60762493;3;160;326;10;11;42;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871369212876747;train;0.954146156666667;3;160;326;23;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.908551769402903;test;0.954146156666667;3;160;326;23;25;350;continuous
687_sleuth_ex1605;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.642000389884325;train;0.35529892;7;8;124;1;4;44;continuous
687_sleuth_ex1605;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125170233_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.567341403046542;test;0.35529892;7;8;124;1;4;44;continuous
analcatdata_japansolvent;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95;train;0.612943471666667;18;16;532;4;4;37;binomial
analcatdata_japansolvent;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.625;test;0.612943471666667;18;16;532;4;4;37;binomial
294_satellite_image;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26547433941449;train;7.24971430666667;12;340;704;22;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306765436886563;test;7.24971430666667;12;340;704;22;26;4505;continuous
spectf;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873245853836341;train;0.608072863333333;3;160;326;10;44;245;binomial
spectf;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846813725490196;test;0.608072863333333;3;160;326;10;44;245;binomial
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609144832727936;train;5.53340084833333;8;18;230;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607668196738648;test;5.53340084833333;8;18;230;9;9;21773;continuous
207_autoPrice;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125205035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.396446289480652;train;0.524499648333333;9;45;428;3;9;112;continuous
207_autoPrice;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125205035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.550668379022057;test;0.524499648333333;9;45;428;3;9;112;continuous
519_vinnie;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481586210966842;train;0.0608563866666667;3;10;80;1;2;266;continuous
519_vinnie;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125141059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457104695712088;test;0.0608563866666667;3;10;80;1;2;266;continuous
lupus;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825514874141877;train;0.155388325;8;8;144;1;2;61;binomial
lupus;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.155388325;8;8;144;1;2;61;binomial
coil2000;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722910955049213;train;5.68466934666667;17;170;754;2;59;6876;binomial
coil2000;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671357637397221;test;5.68466934666667;17;170;754;2;59;6876;binomial
sonar;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.73865599168333;7;240;494;60;60;146;binomial
sonar;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979700854700855;test;1.73865599168333;7;240;494;60;60;146;binomial
583_fri_c1_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304628627565393;train;2.79492149666667;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352274487170417;test;2.79492149666667;3;160;326;5;50;700;continuous
207_autoPrice;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.356578252644991;train;0.501608898333333;3;22;148;11;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.507729245587027;test;0.501608898333333;3;22;148;11;11;112;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830354298732331;train;0.334212925;7;50;334;9;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815583616935955;test;0.334212925;7;50;334;9;10;700;continuous
Hill_Valley_without_noise;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.496751984898118;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126091721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535104767689037;test;;-Inf;-Inf;;1;1;849;binomial
clean1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928257042253521;train;0.652315526666667;7;164;342;29;86;334;binomial
clean1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.840959040959041;test;0.652315526666667;7;164;342;29;86;334;binomial
590_fri_c0_1000_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.294566018669195;train;9.21216744668333;9;280;578;11;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441391316339302;test;9.21216744668333;9;280;578;11;50;700;continuous
analcatdata_boxing1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.727163461538462;train;0.163130531666667;5;12;144;2;3;84;binomial
analcatdata_boxing1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145904_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746153846153846;test;0.163130531666667;5;12;144;2;3;84;binomial
german;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821069287940542;train;1.36625077;6;204;420;16;20;700;binomial
german;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.783803009575923;test;1.36625077;6;204;420;16;20;700;binomial
706_sleuth_case1202;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.584595254671266;train;0.397476801666667;8;30;386;2;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527424815459803;test;0.397476801666667;8;30;386;2;6;66;continuous
churn;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.856507677433231;train;10.5071804816667;20;15;576;8;15;3500;binomial
churn;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.849734219269103;test;10.5071804816667;20;15;576;8;15;3500;binomial
595_fri_c0_1000_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321915235912862;train;2.65405224833333;8;228;472;5;10;700;continuous
595_fri_c0_1000_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.417799057275361;test;2.65405224833333;8;228;472;5;10;700;continuous
breast;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994317036059323;train;0.817788321666667;3;160;326;8;10;490;binomial
breast;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980575539568345;test;0.817788321666667;3;160;326;8;10;490;binomial
letter;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126103041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960786503945402;train;8.86690059668333;12;16;370;10;16;14000;multinomial
letter;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126103041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.959840199206661;test;8.86690059668333;12;16;370;10;16;14000;multinomial
mfeat_zernike;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125110122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98849981807352;train;5.49959085666667;10;268;556;32;32;1400;multinomial
mfeat_zernike;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125110122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981192734945293;test;5.49959085666667;10;268;556;32;32;1400;multinomial
prnn_synth;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930980392156863;train;0.107837798333333;5;8;96;2;2;175;binomial
prnn_synth;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125112615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950714285714286;test;0.107837798333333;5;8;96;2;2;175;binomial
prnn_crabs;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997133497133497;train;0.131369675;3;3;24;3;3;140;binomial
prnn_crabs;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.131369675;3;3;24;3;3;140;binomial
appendicitis;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885902636916836;train;3.38650976833333;20;449;938;1;4;75;binomial
appendicitis;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.819444444444445;test;3.38650976833333;20;449;938;1;4;75;binomial
horse_colic;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890082908163265;train;1.59685949833333;8;22;284;8;22;258;binomial
horse_colic;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125151925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873538011695906;test;1.59685949833333;8;22;284;8;22;258;binomial
hepatitis;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87012987012987;train;1.71406356166667;9;280;578;13;19;109;binomial
hepatitis;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735064935064935;test;1.71406356166667;9;280;578;13;19;109;binomial
207_autoPrice;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.366583919648587;train;0.537554578333333;9;45;428;4;9;112;continuous
207_autoPrice;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.375811877189981;test;0.537554578333333;9;45;428;4;9;112;continuous
shuttle;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946386927274004;train;1.653302125;9;8;148;4;8;40600;multinomial
shuttle;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95460381237315;test;1.653302125;9;8;148;4;8;40600;multinomial
magic;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937566309929833;train;8.06717531833333;3;160;326;9;9;13314;binomial
magic;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917052857823482;test;8.06717531833333;3;160;326;9;9;13314;binomial
658_fri_c3_250_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.884199014326892;train;1.04650682333333;13;125;606;1;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170035_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.02859141981383;test;1.04650682333333;13;125;606;1;25;175;continuous
breast_w;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993434834655095;train;0.970986371666667;3;160;326;5;9;490;binomial
breast_w;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991735537190083;test;0.970986371666667;3;160;326;5;9;490;binomial
analcatdata_asbestos;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847350230414747;train;0.56405081;3;160;326;2;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918518518518519;test;0.56405081;3;160;326;2;3;59;binomial
churn;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96505062305296;train;8.09463146;13;328;682;15;15;3500;binomial
churn;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903126198768663;test;8.09463146;13;328;682;15;15;3500;binomial
pima;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818821701174642;train;0.635800453333333;5;8;84;3;8;538;binomial
pima;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125183212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838346176153782;test;0.635800453333333;5;8;84;3;8;538;binomial
allhyper;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.619889771969865;train;32.1044825983333;9;24;332;6;24;2640;multinomial
allhyper;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.597219692369966;test;32.1044825983333;9;24;332;6;24;2640;multinomial
542_pollution;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.595072200468075;train;0.803295631666667;9;20;326;5;10;42;continuous
542_pollution;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.618525583161873;test;0.803295631666667;9;20;326;5;10;42;continuous
agaricus_lepiota;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.73431531833333;3;160;326;20;20;5702;binomial
agaricus_lepiota;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.73431531833333;3;160;326;20;20;5702;binomial
651_fri_c0_100_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523017873000539;train;0.522999736666667;3;50;150;25;25;70;continuous
651_fri_c0_100_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.544886551295707;test;0.522999736666667;3;50;150;25;25;70;continuous
1595_poker;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814196104891853;train;40.562935415;2;140;284;5;10;717507;continuous
1595_poker;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814793093702791;test;40.562935415;2;140;284;5;10;717507;continuous
cloud;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678332004738654;train;1.71441338;7;240;494;4;7;76;multinomial
cloud;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.388888888888889;test;1.71441338;7;240;494;4;7;76;multinomial
calendarDOW;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994626266958814;train;1.938479855;10;300;620;12;13;280;multinomial
calendarDOW;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124161705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868397745932229;test;1.938479855;10;300;620;12;13;280;multinomial
twonorm;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997987597914341;train;2.41989557166667;3;20;112;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997861164841284;test;2.41989557166667;3;20;112;20;20;5180;binomial
allbp;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986976407011994;train;2.52299472;8;196;408;18;25;2641;multinomial
allbp;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125195032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97171201814059;test;2.52299472;8;196;408;18;25;2641;multinomial
twonorm;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997949761478831;train;2.67611480166667;3;20;112;20;20;5180;binomial
twonorm;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998009822645329;test;2.67611480166667;3;20;112;20;20;5180;binomial
225_puma8NH;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125202323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508326759635405;train;3.27187553833333;3;160;326;2;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125202323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.543761415310343;test;3.27187553833333;3;160;326;2;8;5735;continuous
560_bodyfat;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0413280420864094;train;0.93720426;3;26;150;1;13;177;continuous
560_bodyfat;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0413759690857209;test;0.93720426;3;26;150;1;13;177;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852407140295958;train;1.97830712666667;6;220;452;4;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835836586312544;test;1.97830712666667;6;220;452;4;5;350;continuous
appendicitis;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802693208430913;train;0.0820628433333333;3;16;98;1;4;75;binomial
appendicitis;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851190476190476;test;0.0820628433333333;3;16;98;1;4;75;binomial
prnn_fglass;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.771919341563786;train;1.898729575;9;280;578;2;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812564935064935;test;1.898729575;9;280;578;2;9;144;multinomial
diabetes;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125103512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.831899076368551;train;0.455692143333333;9;32;410;8;8;538;binomial
diabetes;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125103512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86752688172043;test;0.455692143333333;9;32;410;8;8;538;binomial
clean1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126095021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.79844727;3;160;326;1;94;334;binomial
clean1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126095021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.79844727;3;160;326;1;94;334;binomial
sleep;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895197071804219;train;106.541528851667;1;13;36;13;13;74136;multinomial
sleep;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165532_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893374708512969;test;106.541528851667;1;13;36;13;13;74136;multinomial
584_fri_c4_500_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804383005680023;train;0.870232348333333;3;50;150;9;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791224490419217;test;0.870232348333333;3;50;150;9;25;350;continuous
page_blocks;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980619032724953;train;0.251662558333333;7;7;106;7;7;3832;multinomial
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yeast;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886892435551397;train;2.44099145333333;7;240;494;8;8;1036;multinomial
yeast;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.872924972251654;test;2.44099145333333;7;240;494;8;8;1036;multinomial
4544_GeographicalOriginalofMusic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339970740740004;train;1.83070247166667;3;160;326;10;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.484591160038622;test;1.83070247166667;3;160;326;10;71;742;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792736034470891;train;0.106904945;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839563592897235;test;0.106904945;3;25;156;5;5;700;continuous
allhypo;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829767448336413;train;32.4971824333333;9;24;382;7;24;2639;multinomial
allhypo;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125113337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828149090742751;test;32.4971824333333;9;24;382;7;24;2639;multinomial
collins;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995780397964223;train;3.38739606833333;9;264;546;3;20;340;multinomial
collins;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112021_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997125070442378;test;3.38739606833333;9;264;546;3;20;340;multinomial
628_fri_c3_1000_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126091155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8504415903955;train;1.55555004;5;200;410;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126091155_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846377691478376;test;1.55555004;5;200;410;5;5;700;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.611463325168292;train;23.4771687483333;6;220;452;8;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.693496528917722;test;23.4771687483333;6;220;452;8;9;12248;continuous
analcatdata_boxing1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.700255102040816;train;0.242962603333333;7;3;48;3;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74512987012987;test;0.242962603333333;7;3;48;3;3;84;binomial
prnn_fglass;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883822818982666;train;1.10232662833333;5;200;410;6;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804357638888889;test;1.10232662833333;5;200;410;6;9;144;multinomial
631_fri_c1_500_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867897753182555;train;0.872077501666667;3;160;326;3;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794413937192184;test;0.872077501666667;3;160;326;3;5;350;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793945372271594;train;0.240741361666667;6;50;292;8;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836869654490858;test;0.240741361666667;6;50;292;8;10;175;continuous
segmentation;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124160627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996782625775379;train;3.58319279333333;7;224;462;9;13;1617;multinomial
segmentation;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124160627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998338261801998;test;3.58319279333333;7;224;462;9;13;1617;multinomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994169096209913;train;0.489275401666667;3;160;326;2;6;70;binomial
analcatdata_creditscore;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.489275401666667;3;160;326;2;6;70;binomial
663_rabe_266;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.107657584185006;train;0.0685382333333333;3;10;80;2;2;84;continuous
663_rabe_266;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.119043025170115;test;0.0685382333333333;3;10;80;2;2;84;continuous
profb;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.646063398744737;train;0.598359491666667;11;36;492;4;9;471;binomial
profb;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.694799054373522;test;0.598359491666667;11;36;492;4;9;471;binomial
637_fri_c1_500_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856299465582152;train;0.369195383333333;5;130;270;27;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125172921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.877450899608086;test;0.369195383333333;5;130;270;27;50;350;continuous
195_auto_price;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.350162581763456;train;0.499227573316667;9;55;438;2;11;112;continuous
195_auto_price;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.415276336789648;test;0.499227573316667;9;55;438;2;11;112;continuous
228_elusage;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335106509938746;train;0.603302636666667;3;160;326;1;1;39;continuous
228_elusage;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160552_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48707201310551;test;0.603302636666667;3;160;326;1;1;39;continuous
634_fri_c2_100_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125144636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420640975470847;train;1.34992103001667;7;240;494;1;9;70;continuous
634_fri_c2_100_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125144636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.53490607726532;test;1.34992103001667;7;240;494;1;9;70;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202395076931997;train;3.58344111166667;5;200;410;5;99;700;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126095803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281942105281492;test;3.58344111166667;5;200;410;5;99;700;continuous
627_fri_c2_500_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818453214341584;train;0.21354898;5;50;250;6;10;350;continuous
627_fri_c2_500_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126102126_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84846160596857;test;0.21354898;5;50;250;6;10;350;continuous
appendicitis;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859484777517564;train;0.57913494;3;160;326;4;4;75;binomial
appendicitis;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125134450_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857142857142857;test;0.57913494;3;160;326;4;4;75;binomial
mfeat_factors;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999934985124812;train;2.29625422333333;3;160;326;43;136;1400;multinomial
mfeat_factors;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126101123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998405834728332;test;2.29625422333333;3;160;326;43;136;1400;multinomial
615_fri_c4_250_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811447998013953;train;1.888122815;11;18;412;4;9;175;continuous
615_fri_c4_250_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769308650171884;test;1.888122815;11;18;412;4;9;175;continuous
589_fri_c2_1000_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797123633232036;train;2.824530975;14;50;608;8;25;700;continuous
589_fri_c2_1000_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852212569710163;test;2.824530975;14;50;608;8;25;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.249166636797627;train;1.13029773333333;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316507969825281;test;1.13029773333333;3;160;326;5;50;700;continuous
irish;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126110651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903251205669105;train;1.31964080833333;7;240;494;4;4;350;binomial
irish;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126110651_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.80564350903334;test;1.31964080833333;7;240;494;4;4;350;binomial
574_house_16H;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.572833483672904;train;4.459732325;11;268;558;14;15;15949;continuous
574_house_16H;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.589653907586894;test;4.459732325;11;268;558;14;15;15949;continuous
228_elusage;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.344093926427356;train;0.061168255;5;5;60;1;1;39;continuous
228_elusage;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455900744616555;test;0.061168255;5;5;60;1;1;39;continuous
641_fri_c1_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842498389817037;train;1.42220187833333;7;20;294;10;10;350;continuous
641_fri_c1_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165201_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817983527284446;test;1.42220187833333;7;20;294;10;10;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.514795844141775;train;2.24534598333333;11;50;486;23;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165310_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.543571303469204;test;2.24534598333333;11;50;486;23;25;350;continuous
bupa;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656719489606915;train;0.763877273333333;3;160;326;5;5;242;binomial
bupa;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781534954407295;test;0.763877273333333;3;160;326;5;5;242;binomial
adult;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921633721038718;train;31.1240943883333;5;200;410;10;12;34190;binomial
adult;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125091604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905597702582862;test;31.1240943883333;5;200;410;10;12;34190;binomial
ecoli;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993052024327105;train;0.716857021666667;3;160;326;6;6;229;multinomial
ecoli;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97598588863463;test;0.716857021666667;3;160;326;6;6;229;multinomial
spambase;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981680381802127;train;7.60486751833333;3;50;136;54;55;3221;binomial
spambase;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973238273496042;test;7.60486751833333;3;50;136;54;55;3221;binomial
618_fri_c3_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822224852647252;train;0.380861561666667;5;130;270;7;50;700;continuous
618_fri_c3_1000_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848040474700696;test;0.380861561666667;5;130;270;7;50;700;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52424196259516;train;1.50255123666667;7;240;494;7;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125190206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.578218054855739;test;1.50255123666667;7;240;494;7;10;356;continuous
analcatdata_japansolvent;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973214285714286;train;0.53469469;3;160;326;3;3;37;binomial
analcatdata_japansolvent;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.685185185185185;test;0.53469469;3;160;326;3;3;37;binomial
Hill_Valley_with_noise;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.546900665926748;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.513280917977051;test;;-Inf;-Inf;;1;1;849;binomial
mnist;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994569106346775;train;108.344650481667;0;100;200;649;651;49000;multinomial
mnist;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125175010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993222006659965;test;108.344650481667;0;100;200;649;651;49000;multinomial
658_fri_c3_250_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343495677432421;train;1.50622293333333;6;220;452;7;25;175;continuous
658_fri_c3_250_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124175238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.493580774496747;test;1.50622293333333;6;220;452;7;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.338409582032072;train;2.05444914;9;280;578;5;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125155311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.48727630015449;test;2.05444914;9;280;578;5;25;175;continuous
buggyCrx;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918750864812509;train;0.69901741;3;160;326;5;14;483;binomial
buggyCrx;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124185942_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889514896867838;test;0.69901741;3;160;326;5;14;483;binomial
allhypo;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84686438128691;train;3.17976995333333;10;300;620;10;24;2639;multinomial
allhypo;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777120700856609;test;3.17976995333333;10;300;620;10;24;2639;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.16532959498333;3;66;138;122;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995900372934262;test;1.16532959498333;3;66;138;122;135;1400;multinomial
665_sleuth_case2002;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.70842049486655;train;0.41809419;5;12;122;1;6;103;continuous
665_sleuth_case2002;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826845867606532;test;0.41809419;5;12;122;1;6;103;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124182609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817283472175424;train;0.245911226666667;3;10;72;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124182609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85739684187625;test;0.245911226666667;3;10;72;5;5;350;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190407645396671;train;2.44074194333333;5;200;410;10;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290173134459395;test;2.44074194333333;5;200;410;10;100;700;continuous
crx;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93325144762239;train;1.72837464666667;9;280;578;11;14;483;binomial
crx;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886834733893558;test;1.72837464666667;9;280;578;11;14;483;binomial
vowel;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963530250528779;train;2.91392275833333;7;208;430;10;13;693;multinomial
vowel;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964231389234865;test;2.91392275833333;7;208;430;10;13;693;multinomial
626_fri_c2_500_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816173371603343;train;0.678793986666667;3;66;150;7;50;350;continuous
626_fri_c2_500_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837460646947407;test;0.678793986666667;3;66;150;7;50;350;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125183842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526935739763704;train;0.702765446666667;3;160;326;9;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125183842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.574337763261497;test;0.702765446666667;3;160;326;9;10;356;continuous
biomed;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983966503267974;train;0.584095373333333;3;160;326;2;8;147;binomial
biomed;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84046052631579;test;0.584095373333333;3;160;326;2;8;147;binomial
589_fri_c2_1000_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81314512788158;train;0.29271709335;5;119;260;15;25;700;continuous
589_fri_c2_1000_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825638228403494;test;0.29271709335;5;119;260;15;25;700;continuous
560_bodyfat;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.021497781426428;train;0.632576126666667;3;160;326;1;13;177;continuous
560_bodyfat;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0280105111104404;test;0.632576126666667;3;160;326;1;13;177;continuous
prnn_synth;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960031347962382;train;0.738730576666667;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946657183499289;test;0.738730576666667;3;160;326;2;2;175;binomial
credit_g;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881941897691568;train;2.35411942666667;9;280;578;20;20;700;binomial
credit_g;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.785231831801331;test;2.35411942666667;9;280;578;20;20;700;binomial
ecoli;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971075579502284;train;0.635823355;3;160;326;5;5;229;multinomial
ecoli;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972664010707489;test;0.635823355;3;160;326;5;5;229;multinomial
573_cpu_act;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336117844766826;train;6.53753446498333;18;34;748;1;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124162425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.350330845159444;test;6.53753446498333;18;34;748;1;17;5735;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71901985717393;train;2.712746345;6;204;420;6;9;12248;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093120_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7045733997608;test;2.712746345;6;204;420;6;9;12248;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841574281584272;train;1.03695043668333;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858505262294507;test;1.03695043668333;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83134048381939;train;0.319742776666667;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.89616348342189;test;0.319742776666667;3;10;72;5;5;700;continuous
biomed;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124205438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943773427738442;train;0.591726203333333;3;160;326;5;8;147;binomial
biomed;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124205438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978632478632479;test;0.591726203333333;3;160;326;5;8;147;binomial
profb;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866300818021129;train;3.272429325;20;441;924;9;9;471;binomial
profb;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.612784398699892;test;3.272429325;20;441;924;9;9;471;binomial
609_fri_c0_1000_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124160255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237489842289819;train;1.37558388833333;5;200;410;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124160255_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.385004847106291;test;1.37558388833333;5;200;410;5;5;700;continuous
heart_h;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125152957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932757885763001;train;0.70106977;3;160;326;11;12;206;binomial
heart_h;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125152957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866842105263158;test;0.70106977;3;160;326;11;12;206;binomial
227_cpu_small;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31468064006081;train;0.31732477;6;60;302;3;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125191750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.308526851668304;test;0.31732477;6;60;302;3;12;5735;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126093009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402430680626726;train;3.09423165666667;20;484;1008;3;25;175;continuous
644_fri_c4_250_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126093009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.561893305908795;test;3.09423165666667;20;484;1008;3;25;175;continuous
562_cpu_small;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317181368363389;train;0.713166346666667;13;60;596;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.335437788908109;test;0.713166346666667;13;60;596;3;12;5735;continuous
631_fri_c1_500_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8678220460777;train;0.288818138333333;3;10;72;4;5;350;continuous
631_fri_c1_500_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125200155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783946811999452;test;0.288818138333333;3;10;72;4;5;350;continuous
519_vinnie;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481094304099386;train;0.893360173333333;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466866059890533;test;0.893360173333333;3;160;326;1;2;266;continuous
waveform_21;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956347928550068;train;0.517018475;7;21;254;15;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125180503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955976100747252;test;0.517018475;7;21;254;15;21;3500;multinomial
pendigits;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998291407983148;train;44.4476600616667;2;16;66;16;16;7695;multinomial
pendigits;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125095353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996560295120571;test;44.4476600616667;2;16;66;16;16;7695;multinomial
yeast;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869863467427645;train;2.69051918833333;6;188;388;7;8;1036;multinomial
yeast;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865100728783633;test;2.69051918833333;6;188;388;7;8;1036;multinomial
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803965202327563;train;0.84194349;3;50;146;6;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124165338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859812994360964;test;0.84194349;3;50;146;6;25;700;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83740093179504;train;0.46248238;9;50;418;6;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125103411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813508059866085;test;0.46248238;9;50;418;6;10;175;continuous
712_chscase_geyser1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38859563009899;train;0.528541433333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537295537043386;test;0.528541433333333;3;160;326;1;2;156;continuous
analcatdata_happiness;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820436507936508;train;0.0794491266666667;3;3;24;2;3;42;multinomial
analcatdata_happiness;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124184854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5625;test;0.0794491266666667;3;3;24;2;3;42;multinomial
wine_quality_red;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776130700323996;train;3.32966529;13;312;650;6;11;1120;multinomial
wine_quality_red;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.793042678724971;test;3.32966529;13;312;650;6;11;1120;multinomial
592_fri_c4_1000_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165805_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835720527837612;train;1.37215401333333;6;50;272;7;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124165805_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86245818663472;test;1.37215401333333;6;50;272;7;25;700;continuous
519_vinnie;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446429015082175;train;0.0695690483333333;3;10;80;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.548099835134694;test;0.0695690483333333;3;10;80;1;2;266;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818371738723982;train;0.173142906666667;3;85;176;13;25;700;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830299629054949;test;0.173142906666667;3;85;176;13;25;700;continuous
nikuradse_1;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125105547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.200645603926352;train;0.663793043333333;3;160;326;1;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125105547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.188287496746718;test;0.663793043333333;3;160;326;1;2;254;continuous
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.539366450524072;train;0.050810405;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.526300578034682;test;0.050810405;3;4;32;1;1;849;binomial
clean2;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962423022986403;train;3.67161799333333;13;216;458;104;105;4619;binomial
clean2;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115659_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960681569350252;test;3.67161799333333;13;216;458;104;105;4619;binomial
712_chscase_geyser1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125135033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454479168348739;train;0.199834128333333;6;4;56;2;2;156;continuous
712_chscase_geyser1;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125135033_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476080714380648;test;0.199834128333333;6;4;56;2;2;156;continuous
230_machine_cpu;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125191213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.194153281455216;train;1.96262345;20;328;696;6;6;147;continuous
230_machine_cpu;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125191213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.239040050876953;test;1.96262345;20;328;696;6;6;147;continuous
analcatdata_boxing2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747863247863248;train;0.0697818166666667;3;3;24;1;3;93;binomial
analcatdata_boxing2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585561497326203;test;0.0697818166666667;3;3;24;1;3;93;binomial
analcatdata_bankruptcy;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947712418300654;train;0.092131105;3;3;24;3;3;35;binomial
analcatdata_bankruptcy;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982142857142857;test;0.092131105;3;3;24;3;3;35;binomial
movement_libras;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971409297262569;train;1.40421649501667;3;160;326;22;22;252;multinomial
movement_libras;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935356537516402;test;1.40421649501667;3;160;326;22;22;252;multinomial
228_elusage;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566657605878409;train;0.03381303;3;2;16;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530222656892806;test;0.03381303;3;2;16;1;1;39;continuous
spambase;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97704169242393;train;0.29423685;3;80;166;52;53;3221;binomial
spambase;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973545542531455;test;0.29423685;3;80;166;52;53;3221;binomial
1191_BNG_pbc;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794943619441744;train;2.29836887166667;3;83;176;18;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124204055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794188775713922;test;2.29836887166667;3;83;176;18;18;700000;continuous
sleep;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892767845230363;train;32.3388863116667;4;180;368;13;13;74136;multinomial
sleep;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082555_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892632643635841;test;32.3388863116667;4;180;368;13;13;74136;multinomial
598_fri_c0_1000_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502627860605181;train;0.187562496666667;3;85;176;19;25;700;continuous
598_fri_c0_1000_25;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.506027730276288;test;0.187562496666667;3;85;176;19;25;700;continuous
breast;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994945752341865;train;1.02237097166667;5;10;106;8;10;490;binomial
breast;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151314_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99625504129057;test;1.02237097166667;5;10;106;8;10;490;binomial
allrep;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.724292254108148;train;1.28098603166667;15;24;524;1;24;2641;multinomial
allrep;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72538742023701;test;1.28098603166667;15;24;524;1;24;2641;multinomial
574_house_16H;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479713824319203;train;0.592959201666667;8;75;386;15;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48744831330557;test;0.592959201666667;8;75;386;15;15;15949;continuous
banana;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.553217122683142;train;0.150490493333333;6;8;112;2;2;3710;binomial
banana;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.538068500663198;test;0.150490493333333;6;8;112;2;2;3710;binomial
wdbc;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996922578555232;train;0.558674378333333;3;160;326;10;21;399;binomial
wdbc;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993406593406593;test;0.558674378333333;3;160;326;10;21;399;binomial
spambase;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985223802102683;train;2.41066929833333;3;160;326;55;55;3221;binomial
spambase;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97621501669336;test;2.41066929833333;3;160;326;55;55;3221;binomial
yeast;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897469721891787;train;0.340229495;11;8;184;8;8;1036;multinomial
yeast;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876028898787146;test;0.340229495;11;8;184;8;8;1036;multinomial
1030_ERA;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.728440300601836;train;0.298869656666667;3;8;60;4;4;700;continuous
1030_ERA;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799393714987812;test;0.298869656666667;3;8;60;4;4;700;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.406215861008041;train;0.648330061683333;3;160;326;1;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.392406615916089;test;0.648330061683333;3;160;326;1;2;35;continuous
537_houses;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.643548829335972;train;3.08938042;5;200;410;2;5;14448;continuous
537_houses;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.644144765508142;test;3.08938042;5;200;410;2;5;14448;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125105045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917644237787086;train;2.44836272166667;3;18;120;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125105045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.919001872907102;test;2.44836272166667;3;18;120;8;9;81648;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870290532894788;train;0.234351473333333;3;90;186;10;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847112157612757;test;0.234351473333333;3;90;186;10;50;350;continuous
churn;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125103343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94285660684051;train;7.15419009166667;20;437;914;14;15;3500;binomial
churn;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125103343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89921373200443;test;7.15419009166667;20;437;914;14;15;3500;binomial
wine_recognition;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999356499356499;train;0.218468801666667;7;13;174;3;13;125;multinomial
wine_recognition;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125105757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992424242424242;test;0.218468801666667;7;13;174;3;13;125;multinomial
537_houses;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608238120888442;train;0.160273618333333;3;25;148;5;5;14448;continuous
537_houses;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125195706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.597395778552772;test;0.160273618333333;3;25;148;5;5;14448;continuous
626_fri_c2_500_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813612636728295;train;1.53286088833333;7;240;494;11;50;350;continuous
626_fri_c2_500_50;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125200943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855649648431312;test;1.53286088833333;7;240;494;11;50;350;continuous
cleveland;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820411403959791;train;3.53712789166667;12;340;704;13;13;213;multinomial
cleveland;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.647426718328841;test;3.53712789166667;12;340;704;13;13;213;multinomial
590_fri_c0_1000_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475315800182589;train;3.87591467166667;12;100;528;14;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486271967422355;test;3.87591467166667;12;100;528;14;50;700;continuous
shuttle;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.720293513274917;train;2.78804598833333;0;4;8;1;8;40600;multinomial
shuttle;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694462218073258;test;2.78804598833333;0;4;8;1;8;40600;multinomial
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993065595716198;train;0.662918728333333;3;160;326;14;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991935483870968;test;0.662918728333333;3;160;326;14;20;399;binomial
banana;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.549404693384203;train;0.0747564316666667;3;8;64;2;2;3710;binomial
banana;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.537493597951344;test;0.0747564316666667;3;8;64;2;2;3710;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995865359130665;train;1.00160429333333;3;160;326;8;22;399;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124212448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991533251231527;test;1.00160429333333;3;160;326;8;22;399;binomial
649_fri_c0_500_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481476133480674;train;1.93714043666667;12;263;550;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.46251226224588;test;1.93714043666667;12;263;550;5;5;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816951632894395;train;1.26636070333333;7;20;290;6;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853247027465896;test;1.26636070333333;7;20;290;6;10;350;continuous
230_machine_cpu;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.245236504438177;train;0.554217223333333;6;12;158;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.307283881010151;test;0.554217223333333;6;12;158;6;6;147;continuous
599_fri_c2_1000_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806781952739769;train;0.155983376666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803566645955329;test;0.155983376666667;3;10;72;5;5;700;continuous
waveform_40;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969086257872495;train;1.56056784;3;160;326;32;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973894941177099;test;1.56056784;3;160;326;32;40;3500;multinomial
665_sleuth_case2002;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677142329215721;train;0.510731611666667;3;160;326;1;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.670739876854724;test;0.510731611666667;3;160;326;1;6;103;continuous
1199_BNG_echoMonths;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.715531747533958;train;1.2769003;6;18;230;9;9;12248;continuous
1199_BNG_echoMonths;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.700951192533058;test;1.2769003;6;18;230;9;9;12248;continuous
dis;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.707617180663003;train;9.88196526833333;20;25;796;5;25;2641;binomial
dis;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670418212047577;test;9.88196526833333;20;25;796;5;25;2641;binomial
ecoli;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981811594135219;train;0.0763045933333333;5;6;68;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125083610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980074370709382;test;0.0763045933333333;5;6;68;5;6;229;multinomial
cleveland;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125210138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.701132751819058;train;4.57889046833333;20;500;1040;13;13;213;multinomial
cleveland;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125210138_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.663643895786753;test;4.57889046833333;20;500;1040;13;13;213;multinomial
mnist;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99497400965981;train;114.097228735;0;100;200;651;654;49000;multinomial
mnist;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126090903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994439440893946;test;114.097228735;0;100;200;651;654;49000;multinomial
615_fri_c4_250_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78265189363134;train;0.967421396666667;15;50;670;5;10;175;continuous
615_fri_c4_250_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842521587426167;test;0.967421396666667;15;50;670;5;10;175;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815609646810706;train;1.49936714666667;5;200;410;7;10;700;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823370426731532;test;1.49936714666667;5;200;410;7;10;700;continuous
analcatdata_boxing1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911989795918367;train;1.27023211166667;8;251;518;1;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.798701298701299;test;1.27023211166667;8;251;518;1;3;84;binomial
analcatdata_bankruptcy;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993464052287582;train;0.442467651666667;3;144;294;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125122859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910714285714286;test;0.442467651666667;3;144;294;3;3;35;binomial
flags;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999702380952381;train;0.207111453316667;3;39;138;37;39;125;multinomial
flags;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.572708333333333;test;0.207111453316667;3;39;138;37;39;125;multinomial
waveform_40;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97010664567296;train;0.480367838333333;5;40;220;26;40;3500;multinomial
waveform_40;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111958_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972342230197002;test;0.480367838333333;5;40;220;26;40;3500;multinomial
230_machine_cpu;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.224176966734366;train;0.975445456666667;11;12;280;6;6;147;continuous
230_machine_cpu;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124185721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.285956622787883;test;0.975445456666667;11;12;280;6;6;147;continuous
1595_poker;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816105646107295;train;33.7157175966667;2;20;90;9;10;717507;continuous
1595_poker;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164721_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814993477588316;test;33.7157175966667;2;20;90;9;10;717507;continuous
657_fri_c2_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753805720611793;train;1.347870225;10;20;410;10;10;175;continuous
657_fri_c2_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.940831909352993;test;1.347870225;10;20;410;10;10;175;continuous
spambase;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987160942886274;train;3.80862368833333;3;160;326;55;55;3221;binomial
spambase;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124194546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964646564097178;test;3.80862368833333;3;160;326;55;55;3221;binomial
analcatdata_happiness;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125144726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817460317460317;train;0.0876474583333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125144726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534722222222222;test;0.0876474583333333;3;3;24;1;3;42;multinomial
606_fri_c2_1000_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196943727816493;train;1.36824237;3;160;326;10;10;700;continuous
606_fri_c2_1000_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126100602_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3355133388783;test;1.36824237;3;160;326;10;10;700;continuous
596_fri_c2_250_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783793436257255;train;0.151781488333333;3;10;72;5;5;175;continuous
596_fri_c2_250_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867021758194048;test;0.151781488333333;3;10;72;5;5;175;continuous
glass2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996670702179177;train;1.61868499666667;9;280;578;7;9;115;binomial
glass2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975;test;1.61868499666667;9;280;578;7;9;115;binomial
cloud;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.837862058333333;14;7;200;4;7;76;multinomial
cloud;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124165443_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.837862058333333;14;7;200;4;7;76;multinomial
allhypo;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852914940247664;train;5.23261155;11;288;598;15;24;2639;multinomial
allhypo;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125185721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.782839535853265;test;5.23261155;11;288;598;15;24;2639;multinomial
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192391242597517;train;4.46218602666667;12;324;672;9;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126084745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.307222988643897;test;4.46218602666667;12;324;672;9;50;700;continuous
credit_a;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920650409312286;train;1.42570959833333;8;260;536;10;14;483;binomial
credit_a;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904526234864501;test;1.42570959833333;8;260;536;10;14;483;binomial
glass2;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803268765133172;train;0.61904263835;11;9;208;8;9;115;binomial
glass2;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751785714285714;test;0.61904263835;11;9;208;8;9;115;binomial
tokyo1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96756919608148;train;0.829754046666667;3;160;326;10;23;672;binomial
tokyo1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967950693374422;test;0.829754046666667;3;160;326;10;23;672;binomial
547_no2;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.642403798680918;train;1.63479472166667;20;271;582;7;7;350;continuous
547_no2;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125091255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663668282619189;test;1.63479472166667;20;271;582;7;7;350;continuous
glass2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806166056166056;train;0.865434618333333;17;32;744;7;8;115;binomial
glass2;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.692708333333333;test;0.865434618333333;17;32;744;7;8;115;binomial
653_fri_c0_250_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317183308812116;train;1.25491199666667;5;200;410;13;25;175;continuous
653_fri_c0_250_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.54223051380704;test;1.25491199666667;5;200;410;13;25;175;continuous
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australian;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935526315789474;test;0.852162885;3;14;88;14;14;483;binomial
australian;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126115025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938645577076331;train;0.861380031666667;5;14;132;12;14;483;binomial
australian;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126115025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929819563152897;test;0.861380031666667;5;14;132;12;14;483;binomial
635_fri_c0_250_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.334138825399578;train;1.901905435;10;300;620;10;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.551201850625932;test;1.901905435;10;300;620;10;10;175;continuous
hepatitis;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799242424242424;train;2.86489376;20;19;730;5;19;109;binomial
hepatitis;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.598701298701299;test;2.86489376;20;19;730;5;19;109;binomial
644_fri_c4_250_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221315213127133;train;1.68439909666667;5;200;410;11;24;175;continuous
644_fri_c4_250_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438718825358992;test;1.68439909666667;5;200;410;11;24;175;continuous
adult;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899409129068816;train;39.8910088749833;3;12;78;12;12;34190;binomial
adult;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897206117609106;test;39.8910088749833;3;12;78;12;12;34190;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99671052631579;train;0.582103388333333;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.851851851851852;test;0.582103388333333;3;160;326;3;3;35;binomial
haberman;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725637092968381;train;0.242187105;6;3;42;3;3;215;binomial
haberman;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666573971078977;test;0.242187105;6;3;42;3;3;215;binomial
522_pm10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525685583084584;train;1.53803480166667;9;275;568;7;7;350;continuous
522_pm10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121528_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.75374995460383;test;1.53803480166667;9;275;568;7;7;350;continuous
227_cpu_small;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318691749645852;train;1.48658169;5;24;202;3;12;5735;continuous
227_cpu_small;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.313125175426077;test;1.48658169;5;24;202;3;12;5735;continuous
waveform_21;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965361379829798;train;4.40519140833333;14;269;566;20;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125144111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96475123068743;test;4.40519140833333;14;269;566;20;21;3500;multinomial
586_fri_c3_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126094058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828392342050371;train;0.95664084;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126094058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830282553652723;test;0.95664084;3;160;326;5;25;700;continuous
confidence;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955826118326118;train;1.33475772166667;7;240;494;1;1;51;multinomial
confidence;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943333333333333;test;1.33475772166667;7;240;494;1;1;51;multinomial
1191_BNG_pbc;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780105026659903;train;32.5050863266833;1;120;242;17;18;700000;continuous
1191_BNG_pbc;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124184351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.779187496036243;test;32.5050863266833;1;120;242;17;18;700000;continuous
ring;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.820493926552093;train;1.024954425;3;160;326;20;20;5180;binomial
ring;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805899694718822;test;1.024954425;3;160;326;20;20;5180;binomial
german;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848186668728735;train;1.46868634333333;9;264;546;19;20;700;binomial
german;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.755896226415094;test;1.46868634333333;9;264;546;19;20;700;binomial
207_autoPrice;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25473440828209;train;0.555169336666667;3;160;326;7;9;112;continuous
207_autoPrice;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125084716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335645763238277;test;0.555169336666667;3;160;326;7;9;112;continuous
analcatdata_authorship;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.05838845001667;3;160;326;26;70;589;multinomial
analcatdata_authorship;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999583481957077;test;1.05838845001667;3;160;326;26;70;589;multinomial
allbp;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997254514300778;train;2.39879478833333;3;160;326;25;25;2641;multinomial
allbp;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124173141_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988740866717057;test;2.39879478833333;3;160;326;25;25;2641;multinomial
1191_BNG_pbc;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786438154826539;train;45.0804122583333;1;120;242;18;18;700000;continuous
1191_BNG_pbc;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785880199154393;test;45.0804122583333;1;120;242;18;18;700000;continuous
analcatdata_germangss;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125142819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905298292300104;train;1.46235009166667;8;260;536;4;5;280;multinomial
analcatdata_germangss;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125142819_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747190290508263;test;1.46235009166667;8;260;536;4;5;280;multinomial
527_analcatdata_election2000;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.119451471673783;train;0.905385996666667;5;200;410;1;1;47;continuous
527_analcatdata_election2000;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0916336520533416;test;0.905385996666667;5;200;410;1;1;47;continuous
605_fri_c2_250_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.70667579888691;train;1.93063812;7;50;318;23;25;175;continuous
605_fri_c2_250_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851634641149062;test;1.93063812;7;50;318;23;25;175;continuous
analcatdata_germangss;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.749304397230923;train;0.693839456666667;3;160;326;2;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.675815498312615;test;0.693839456666667;3;160;326;2;5;280;multinomial
german;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.836848515310857;train;1.54888864666667;10;230;480;17;20;700;binomial
german;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772244854202401;test;1.54888864666667;10;230;480;17;20;700;binomial
hepatitis;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124173152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911020776874435;train;1.54695766331667;11;304;630;18;19;109;binomial
hepatitis;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124173152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878048780487805;test;1.54695766331667;11;304;630;18;19;109;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.542941653070511;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.518199757134183;test;;-Inf;-Inf;;1;1;849;binomial
653_fri_c0_250_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.398263100823365;train;1.41595064;5;200;410;16;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174430_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.601229041795854;test;1.41595064;5;200;410;16;25;175;continuous
magic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936167427600524;train;7.55115781166667;3;160;326;9;9;13314;binomial
magic;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919382452087308;test;7.55115781166667;3;160;326;9;9;13314;binomial
credit_g;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912289740580664;train;4.02347858666667;17;440;914;19;20;700;binomial
credit_g;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.788629171062129;test;4.02347858666667;17;440;914;19;20;700;binomial
344_mv;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.393888935555657;train;2.87393138166667;7;20;294;10;10;28538;continuous
344_mv;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.394253186425235;test;2.87393138166667;7;20;294;10;10;28538;continuous
344_mv;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126104757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454883093769641;train;2.72033213333333;6;18;232;9;9;28538;continuous
344_mv;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126104757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452739978001268;test;2.72033213333333;6;18;232;9;9;28538;continuous
218_house_8L;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45265159753788;train;0.42669823335;7;40;334;8;8;15949;continuous
218_house_8L;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082225_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.431707821122799;test;0.42669823335;7;40;334;8;8;15949;continuous
clean1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125182607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.292932135;3;84;174;1;90;334;binomial
clean1;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125182607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.292932135;3;84;174;1;90;334;binomial
glass;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999156965074267;train;0.655358013333333;3;160;326;9;9;144;multinomial
glass;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924643982356648;test;0.655358013333333;3;160;326;9;9;144;multinomial
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840397233702704;train;1.43847918498333;6;220;452;17;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126114748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827159263307125;test;1.43847918498333;6;220;452;17;25;700;continuous
294_satellite_image;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.44663889739924;train;2.59894654;9;216;450;19;24;4505;continuous
294_satellite_image;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466955611674772;test;2.59894654;9;216;450;19;24;4505;continuous
coil2000;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125123725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.745950745854366;train;15.1329895366833;20;452;944;59;59;6876;binomial
coil2000;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125123725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.704732952254037;test;15.1329895366833;20;452;944;59;59;6876;binomial
auto;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880684897758069;train;10.75838098;14;21;506;13;21;142;multinomial
auto;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124202943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879930524316489;test;10.75838098;14;21;506;13;21;142;multinomial
wine_quality_white;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.78498274547982;train;6.97494587;20;452;944;10;11;3429;multinomial
wine_quality_white;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.655700116965856;test;6.97494587;20;452;944;10;11;3429;multinomial
glass;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887362925551815;train;1.07084108166667;3;9;64;8;9;144;multinomial
glass;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822596153846154;test;1.07084108166667;3;9;64;8;9;144;multinomial
satimage;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977769380136872;train;6.88840710666667;9;264;546;23;25;4505;multinomial
satimage;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980844675372474;test;6.88840710666667;9;264;546;23;25;4505;multinomial
spambase;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989886759927966;train;6.00053208;8;260;536;40;55;3221;binomial
spambase;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969830413192167;test;6.00053208;8;260;536;40;55;3221;binomial
mfeat_karhunen;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124204532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996979127655884;train;2.86779666166667;3;160;326;18;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124204532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995106627395084;test;2.86779666166667;3;160;326;18;64;1400;multinomial
breast;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992997121853746;train;0.829762883333333;3;160;326;10;10;490;binomial
breast;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983042137718397;test;0.829762883333333;3;160;326;10;10;490;binomial
228_elusage;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.351469346757961;train;0.612568671666667;3;160;326;1;1;39;continuous
228_elusage;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125195512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496991440014027;test;0.612568671666667;3;160;326;1;1;39;continuous
biomed;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961462450592885;train;0.164281213333333;3;32;158;7;8;147;binomial
biomed;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125113602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961904761904762;test;0.164281213333333;3;32;158;7;8;147;binomial
1096_FacultySalaries;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42394208728476;train;0.250554971666667;9;10;200;1;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.297935197035428;test;0.250554971666667;9;10;200;1;2;35;continuous
crx;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933189806063152;train;0.21441808;3;56;166;11;14;483;binomial
crx;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919345794392523;test;0.21441808;3;56;166;11;14;483;binomial
613_fri_c3_250_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.771726425825139;train;1.48842603833333;6;220;452;3;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125131104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.895327151371182;test;1.48842603833333;6;220;452;3;4;175;continuous
529_pollen;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.440047020022902;train;0.2354858;3;8;60;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165256_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453848529776959;test;0.2354858;3;8;60;4;4;2694;continuous
663_rabe_266;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125125739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.152376020775806;train;0.869210643333333;3;160;326;2;2;84;continuous
663_rabe_266;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125125739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.127491941823558;test;0.869210643333333;3;160;326;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125203312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.129948508382609;train;0.0844259216666667;3;4;32;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125203312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.141446737637016;test;0.0844259216666667;3;4;32;2;2;84;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.731897499895542;train;0.037406025;3;2;16;0;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126110324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.669106538323643;test;0.037406025;3;2;16;0;1;47;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.326523772482465;train;1.11588075666667;3;160;326;1;3;333;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.317631426982241;test;1.11588075666667;3;160;326;1;3;333;continuous
mnist;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994775829910681;train;143.527198261667;0;100;200;517;519;49000;multinomial
mnist;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994018340449688;test;143.527198261667;0;100;200;517;519;49000;multinomial
credit_g;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815401055232752;train;1.86077623333333;10;300;620;18;20;700;binomial
credit_g;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797790239298207;test;1.86077623333333;10;300;620;18;20;700;binomial
confidence;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910216049382716;train;0.713563078333333;3;160;326;1;1;51;multinomial
confidence;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925925925925926;test;0.713563078333333;3;160;326;1;1;51;multinomial
648_fri_c1_250_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184336355466234;train;2.879470315;12;340;704;3;50;175;continuous
648_fri_c1_250_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.425303890131337;test;2.879470315;12;340;704;3;50;175;continuous
cleveland;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.646682638888889;train;0.75423803;3;160;326;1;13;213;multinomial
cleveland;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.636221179183136;test;0.75423803;3;160;326;1;13;213;multinomial
192_vineyard;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.549533607694574;train;0.53920425;3;160;326;2;2;37;continuous
192_vineyard;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.565561802417314;test;0.53920425;3;160;326;2;2;37;continuous
analcatdata_bankruptcy;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995098039215686;train;0.611262753333333;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946428571428571;test;0.611262753333333;3;160;326;3;3;35;binomial
195_auto_price;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.404412784169058;train;1.08512945833333;16;50;722;2;10;112;continuous
195_auto_price;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.29807944553231;test;1.08512945833333;16;50;722;2;10;112;continuous
analcatdata_cyyoung8092;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917067307692308;train;0.42710713;8;28;376;4;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126111630_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916666666666667;test;0.42710713;8;28;376;4;7;68;binomial
650_fri_c0_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466979976359235;train;0.796262026666667;3;160;326;23;50;350;continuous
650_fri_c0_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170651_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456526507914734;test;0.796262026666667;3;160;326;23;50;350;continuous
201_pol;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.725676419297232;train;0.283409766666667;3;85;176;23;26;10500;continuous
201_pol;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733712021563946;test;0.283409766666667;3;85;176;23;26;10500;continuous
601_fri_c1_250_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817067458811179;train;0.224612426666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.758077709430666;test;0.224612426666667;3;10;72;5;5;175;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177540177577428;train;2.815024975;15;364;758;6;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311371452177798;test;2.815024975;15;364;758;6;10;350;continuous
analcatdata_boxing1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644135802469136;train;0.097506915;3;3;24;1;3;84;binomial
analcatdata_boxing1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.517361111111111;test;0.097506915;3;3;24;1;3;84;binomial
diabetes;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833810581119363;train;0.669377566666667;3;160;326;6;8;538;binomial
diabetes;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181309_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.838619785263503;test;0.669377566666667;3;160;326;6;8;538;binomial
analcatdata_boxing2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.678300094966762;train;0.0953145433166667;3;3;24;1;3;93;binomial
analcatdata_boxing2;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125174324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693850267379679;test;0.0953145433166667;3;3;24;1;3;93;binomial
allhyper;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98553578080687;train;1.76215880166667;3;160;326;8;24;2640;multinomial
allhyper;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980973193473193;test;1.76215880166667;3;160;326;8;24;2640;multinomial
ecoli;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975027481160815;train;0.0578006516666667;3;5;36;5;5;229;multinomial
ecoli;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125091021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.957520053475936;test;0.0578006516666667;3;5;36;5;5;229;multinomial
backache;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79144121987211;train;3.307730795;18;389;814;15;31;126;binomial
backache;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.743055555555556;test;3.307730795;18;389;814;15;31;126;binomial
618_fri_c3_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124212236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822984759966121;train;3.15469031;13;100;570;5;50;700;continuous
618_fri_c3_1000_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124212236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858990976606296;test;3.15469031;13;100;570;5;50;700;continuous
colic;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898027790228597;train;0.676857135;3;160;326;3;22;258;binomial
colic;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866558324304803;test;0.676857135;3;160;326;3;22;258;binomial
648_fri_c1_250_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.647532456542017;train;0.614944528333333;8;190;396;37;50;175;continuous
648_fri_c1_250_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.979501947289437;test;0.614944528333333;8;190;396;37;50;175;continuous
penguins;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.054371835;3;7;50;5;7;241;multinomial
penguins;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999186991869919;test;0.054371835;3;7;50;5;7;241;multinomial
547_no2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.643930933614545;train;0.160112413333333;3;35;160;7;7;350;continuous
547_no2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616560198961816;test;0.160112413333333;3;35;160;7;7;350;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71599786465338;train;3.31620279333333;9;216;450;9;9;12248;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.701242826359528;test;3.31620279333333;9;216;450;9;9;12248;continuous
294_satellite_image;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.471802508522952;train;0.241898423333333;3;85;176;24;24;4505;continuous
294_satellite_image;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499502255828652;test;0.241898423333333;3;85;176;24;24;4505;continuous
banana;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550059672357366;train;0.086232755;3;2;16;2;2;3710;binomial
banana;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.525629870470731;test;0.086232755;3;2;16;2;2;3710;binomial
glass2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997882637628554;train;1.07229074166667;6;220;452;7;9;115;binomial
glass2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894736842105263;test;1.07229074166667;6;220;452;7;9;115;binomial
profb;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680240894751936;train;1.01510022833333;17;36;744;9;9;471;binomial
profb;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124151040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.677535441657579;test;1.01510022833333;17;36;744;9;9;471;binomial
titanic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.749954349537979;train;2.04032461501667;8;260;536;5;7;1545;binomial
titanic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.783828787959652;test;2.04032461501667;8;260;536;5;7;1545;binomial
611_fri_c3_100_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323317954939321;train;0.659338575;3;160;326;4;4;70;continuous
611_fri_c3_100_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152156_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.553384333959759;test;0.659338575;3;160;326;4;4;70;continuous
letter;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992936287441538;train;27.8943996116667;8;260;536;14;16;14000;multinomial
letter;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989886625602555;test;27.8943996116667;8;260;536;14;16;14000;multinomial
656_fri_c1_100_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126094403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785611278682397;train;0.247090093333333;6;10;136;5;5;70;continuous
656_fri_c1_100_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126094403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864043080745133;test;0.247090093333333;6;10;136;5;5;70;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.476993520021256;train;1.85967012;7;100;318;43;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484820773782183;test;1.85967012;7;100;318;43;50;350;continuous
analcatdata_happiness;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918070818070818;train;0.652797666666667;3;160;326;3;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.696825396825397;test;0.652797666666667;3;160;326;3;3;42;multinomial
wine_recognition;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.08782012;3;13;88;13;13;125;multinomial
wine_recognition;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125094313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.08782012;3;13;88;13;13;125;multinomial
658_fri_c3_250_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241956783750882;train;2.23639401833333;10;300;620;12;25;175;continuous
658_fri_c3_250_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125114424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399546631174984;test;2.23639401833333;10;300;620;12;25;175;continuous
wine_quality_red;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925128149058533;train;1.24251732835;3;160;326;5;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.816678251434878;test;1.24251732835;3;160;326;5;11;1120;multinomial
clean2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999454729265712;train;3.1758957;3;160;326;16;109;4619;binomial
clean2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999014619264472;test;3.1758957;3;160;326;16;109;4619;binomial
344_mv;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.395220824820883;train;0.271778363333333;3;50;166;10;10;28538;continuous
344_mv;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082711_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.390538547092365;test;0.271778363333333;3;50;166;10;10;28538;continuous
cleve;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926672613737734;train;1.10048615001667;5;200;410;12;13;213;binomial
cleve;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924789708065314;test;1.10048615001667;5;200;410;12;13;213;binomial
mfeat_fourier;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980405170238536;train;0.597128085;3;64;138;23;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125114357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96624174903432;test;0.597128085;3;64;138;23;76;1400;multinomial
nikuradse_2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783001156819466;train;0.0409001816666667;3;2;16;0;1;254;continuous
nikuradse_2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.901141095722281;test;0.0409001816666667;3;2;16;0;1;254;continuous
649_fri_c0_500_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238759375630044;train;1.02506127;3;160;326;5;5;350;continuous
649_fri_c0_500_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384008108750673;test;1.02506127;3;160;326;5;5;350;continuous
195_auto_price;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450858351449016;train;1.80958683166667;8;260;536;9;11;112;continuous
195_auto_price;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140218_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.57002374651888;test;1.80958683166667;8;260;536;9;11;112;continuous
1089_USCrime;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.385820734743995;train;0.324136528333333;8;10;168;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607876935654688;test;0.324136528333333;8;10;168;5;5;33;continuous
analcatdata_cyyoung9302;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126092153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987244897959184;train;0.355022575;8;24;372;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126092153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.355022575;8;24;372;6;6;65;binomial
cleveland;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709462847222222;train;0.476470588333333;14;13;320;3;13;213;multinomial
cleveland;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.624491106719368;test;0.476470588333333;14;13;320;3;13;213;multinomial
analcatdata_aids;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.664473684210526;train;0.094516205;5;3;36;1;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125124852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.740740740740741;test;0.094516205;5;3;36;1;3;35;binomial
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456243881242066;train;0.828869476666667;3;160;326;34;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449737127528301;test;0.828869476666667;3;160;326;34;71;742;continuous
612_fri_c1_1000_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17607964166514;train;1.45231641333333;5;200;410;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286148176408658;test;1.45231641333333;5;200;410;5;5;700;continuous
tae;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972559047222351;train;3.44543888665;20;500;1040;3;5;106;multinomial
tae;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.710579479000532;test;3.44543888665;20;500;1040;3;5;106;multinomial
yeast;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.884856708015611;train;14.9292672033333;12;8;198;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879923453410785;test;14.9292672033333;12;8;198;7;8;1036;multinomial
1191_BNG_pbc;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.7861140167263;train;401.790195081683;0;100;200;18;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.78633782513968;test;401.790195081683;0;100;200;18;18;700000;continuous
tokyo1;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658191732801013;train;1.25848178831667;6;21;220;11;21;672;binomial
tokyo1;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084347_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.653153153153153;test;1.25848178831667;6;21;220;11;21;672;binomial
coil2000;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.727944497382814;train;6.23072077;7;208;430;6;59;6876;binomial
coil2000;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124185904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714469206048153;test;6.23072077;7;208;430;6;59;6876;binomial
calendarDOW;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98094350915829;train;2.81285610666667;18;377;792;13;13;280;multinomial
calendarDOW;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884404711829039;test;2.81285610666667;18;377;792;13;13;280;multinomial
1030_ERA;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.733408232505795;train;1.57855788166667;7;240;494;2;4;700;continuous
1030_ERA;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124195553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.763866987707512;test;1.57855788166667;7;240;494;2;4;700;continuous
analcatdata_cyyoung9302;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964;train;0.190232604983333;3;7;52;7;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923913043478261;test;0.190232604983333;3;7;52;7;7;65;binomial
583_fri_c1_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824167348966244;train;0.201952496666667;3;90;186;12;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125172205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833917266184049;test;0.201952496666667;3;90;186;12;50;700;continuous
599_fri_c2_1000_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802567214297511;train;0.242523533333333;6;25;282;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829079527155351;test;0.242523533333333;6;25;282;5;5;700;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778335516766926;train;0.912317291666667;3;160;326;4;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124182650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861636242311187;test;0.912317291666667;3;160;326;4;5;175;continuous
texture;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99876940509598;train;5.78792997333333;3;160;326;9;15;3850;multinomial
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595_fri_c0_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372307091849296;test;6.17914250831667;16;411;854;7;10;700;continuous
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breast;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124162457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99190666386378;test;0.933945108333333;7;9;134;7;9;490;binomial
631_fri_c1_500_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125121355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82016916265177;train;0.988712538333333;9;10;192;5;5;350;continuous
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582_fri_c1_500_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79398442484369;train;1.20817845501667;5;200;410;12;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849511527912203;test;1.20817845501667;5;200;410;12;25;350;continuous
dis;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.702523891203137;train;13.9072337316667;15;25;610;3;25;2641;binomial
dis;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125111908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.675981583322676;test;13.9072337316667;15;25;610;3;25;2641;binomial
Hill_Valley_without_noise;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;1.59394770333333;7;240;494;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;1.59394770333333;7;240;494;1;1;849;binomial
mfeat_karhunen;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.7147807;3;57;138;60;64;1400;multinomial
mfeat_karhunen;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125105851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980366796615522;test;0.7147807;3;57;138;60;64;1400;multinomial
titanic;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.756047735166453;train;0.631178251666667;3;7;50;7;7;1545;binomial
titanic;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125124632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777472380850723;test;0.631178251666667;3;7;50;7;7;1545;binomial
wine_recognition;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999292929292929;train;0.727407631666667;3;160;326;5;13;125;multinomial
wine_recognition;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124175156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996649610136452;test;0.727407631666667;3;160;326;5;13;125;multinomial
hepatitis;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869015356820235;train;1.72616292833333;11;19;414;6;19;109;binomial
hepatitis;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84390243902439;test;1.72616292833333;11;19;414;6;19;109;binomial
588_fri_c4_1000_100;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788170176961676;train;1.85844405333333;6;132;276;80;99;700;continuous
588_fri_c4_1000_100;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839938355518679;test;1.85844405333333;6;132;276;80;99;700;continuous
581_fri_c3_500_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826911434745669;train;0.398128715;7;125;354;10;25;350;continuous
581_fri_c3_500_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828982022423612;test;0.398128715;7;125;354;10;25;350;continuous
197_cpu_act;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.275899805255946;train;2.64067118666667;6;220;452;3;16;5735;continuous
197_cpu_act;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.285217282804319;test;2.64067118666667;6;220;452;3;16;5735;continuous
537_houses;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603524354904803;train;0.817601228333333;3;10;72;5;5;14448;continuous
537_houses;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.594052064594989;test;0.817601228333333;3;10;72;5;5;14448;continuous
lupus;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124175636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.060934795;3;8;64;1;2;61;binomial
lupus;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124175636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793939393939394;test;0.060934795;3;8;64;1;2;61;binomial
656_fri_c1_100_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125130001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.766291785929475;train;0.858222808333333;3;160;326;5;5;70;continuous
656_fri_c1_100_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125130001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.956193148374853;test;0.858222808333333;3;160;326;5;5;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755933130109581;train;0.330093455;8;10;176;4;5;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.958626154893191;test;0.330093455;8;10;176;4;5;70;continuous
clean2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978501380557936;train;0.490003678333333;3;80;166;106;106;4619;binomial
clean2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124205050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961789128720678;test;0.490003678333333;3;80;166;106;106;4619;binomial
1089_USCrime;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.408001572087754;train;0.188606765;5;6;72;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.373081714775106;test;0.188606765;5;6;72;3;3;33;continuous
602_fri_c3_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283059700627153;train;1.76133127835;10;300;620;5;9;175;continuous
602_fri_c3_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444156620579539;test;1.76133127835;10;300;620;5;9;175;continuous
analcatdata_authorship;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.328279746666667;3;62;138;66;70;589;multinomial
analcatdata_authorship;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993244233831612;test;0.328279746666667;3;62;138;66;70;589;multinomial
glass2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997565429093122;train;0.917854966666667;5;200;410;9;9;115;binomial
glass2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848695652173913;test;0.917854966666667;5;200;410;9;9;115;binomial
210_cloud;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414375684256728;train;0.706215585;3;160;326;5;5;76;continuous
210_cloud;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.669218351008528;test;0.706215585;3;160;326;5;5;76;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353096769455706;train;0.0385173283333333;3;2;16;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.541631727046;test;0.0385173283333333;3;2;16;1;1;33;continuous
646_fri_c3_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795363723541348;train;1.44187065;8;20;324;4;10;350;continuous
646_fri_c3_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162854_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914993704756994;test;1.44187065;8;20;324;4;10;350;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508958042412719;train;1.073041295;7;50;318;21;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.562143400151832;test;1.073041295;7;50;318;21;25;70;continuous
nikuradse_1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0241850671599276;train;1.507697545;8;260;536;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0339596317035261;test;1.507697545;8;260;536;2;2;254;continuous
australian;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927048952506688;train;0.191849893333333;3;48;166;5;13;483;binomial
australian;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931522354272779;test;0.191849893333333;3;48;166;5;13;483;binomial
712_chscase_geyser1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.527926169320377;train;0.0883895583333333;3;4;32;2;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.611080140475204;test;0.0883895583333333;3;4;32;2;2;156;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288545002670829;train;1.49953544833333;3;160;326;5;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390942798158768;test;1.49953544833333;3;160;326;5;25;700;continuous
analcatdata_cyyoung9302;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.900510204081633;train;0.560230048333333;3;160;326;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972222222222222;test;0.560230048333333;3;160;326;6;6;65;binomial
sleep;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85880955418782;train;10.685314315;14;13;346;9;13;74136;multinomial
sleep;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124200758_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859413910333155;test;10.685314315;14;13;346;9;13;74136;multinomial
german;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125100147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812413006495515;train;1.60336949166667;6;220;452;17;20;700;binomial
german;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125100147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781410806174957;test;1.60336949166667;6;220;452;17;20;700;binomial
656_fri_c1_100_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124160936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293123025658733;train;1.22208493335;11;256;534;5;5;70;continuous
656_fri_c1_100_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124160936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401747666012749;test;1.22208493335;11;256;534;5;5;70;continuous
mfeat_zernike;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987411575615733;train;5.78847012833333;7;240;494;25;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979401919608265;test;5.78847012833333;7;240;494;25;32;1400;multinomial
titanic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826780272913679;train;3.31459117333333;13;360;746;4;8;1545;binomial
titanic;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124172739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.782307733361798;test;3.31459117333333;13;360;746;4;8;1545;binomial
582_fri_c1_500_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791322273364955;train;0.204043921666667;3;90;186;22;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.909818098024703;test;0.204043921666667;3;90;186;22;25;350;continuous
wine_quality_white;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.663931859814462;train;0.942827828333333;15;11;332;1;11;3429;multinomial
wine_quality_white;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.620347473441177;test;0.942827828333333;15;11;332;1;11;3429;multinomial
breast_cancer_wisconsin;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.194124798333333;3;77;166;15;22;399;binomial
breast_cancer_wisconsin;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124185228_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986143867924528;test;0.194124798333333;3;77;166;15;22;399;binomial
flags;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831394463614753;train;13.43175907;17;39;726;19;39;125;multinomial
flags;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.706446821152704;test;13.43175907;17;39;726;19;39;125;multinomial
602_fri_c3_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125183900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84685329944774;train;1.50070049333333;5;200;410;4;10;175;continuous
602_fri_c3_250_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125183900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821235993099561;test;1.50070049333333;5;200;410;4;10;175;continuous
584_fri_c4_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817111413052238;train;1.42530688331667;6;220;452;10;24;350;continuous
584_fri_c4_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805285121624133;test;1.42530688331667;6;220;452;10;24;350;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467464959541886;train;0.808860758333333;3;160;326;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124182924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562948190392149;test;0.808860758333333;3;160;326;5;5;70;continuous
562_cpu_small;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.348632977924429;train;1.491861365;3;160;326;10;12;5735;continuous
562_cpu_small;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.367341412545178;test;1.491861365;3;160;326;10;12;5735;continuous
656_fri_c1_100_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.747896619201741;train;0.255449946666667;7;25;334;5;5;70;continuous
656_fri_c1_100_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.995504139285417;test;0.255449946666667;7;25;334;5;5;70;continuous
573_cpu_act;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.165778907180642;train;3.5614862;13;264;554;15;16;5735;continuous
573_cpu_act;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.16958163465315;test;3.5614862;13;264;554;15;16;5735;continuous
344_mv;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0308692983562055;train;36.1595516050167;4;180;368;10;10;28538;continuous
344_mv;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174106_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0335126779975408;test;36.1595516050167;4;180;368;10;10;28538;continuous
banana;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98427645904143;train;3.15143620166667;3;160;326;2;2;3710;binomial
banana;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966003140007094;test;3.15143620166667;3;160;326;2;2;3710;binomial
optdigits;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125182107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999514474861461;train;1.62123925166667;5;59;222;40;62;3934;multinomial
optdigits;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125182107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991831971105423;test;1.62123925166667;5;59;222;40;62;3934;multinomial
218_house_8L;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505588430331584;train;5.410509165;20;308;656;6;8;15949;continuous
218_house_8L;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.499594618288159;test;5.410509165;20;308;656;6;8;15949;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835320438923869;train;0.166408665;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858844748259809;test;0.166408665;3;85;176;5;25;700;continuous
mnist;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995151805449898;train;140.176737568333;0;100;200;523;525;49000;multinomial
mnist;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994312073613144;test;140.176737568333;0;100;200;523;525;49000;multinomial
603_fri_c0_250_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464570163817137;train;0.787422295;3;72;150;37;50;175;continuous
603_fri_c0_250_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578631902332634;test;0.787422295;3;72;150;37;50;175;continuous
623_fri_c4_1000_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811238443417601;train;1.79080561165;7;20;290;6;10;700;continuous
623_fri_c4_1000_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828091699184272;test;1.79080561165;7;20;290;6;10;700;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814983110004541;train;1.57587685166667;7;50;318;25;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180003_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836158096659766;test;1.57587685166667;7;50;318;25;25;175;continuous
mfeat_zernike;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124165347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990637927475381;train;0.384615998333333;3;32;138;27;32;1400;multinomial
mfeat_zernike;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124165347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927155985366401;test;0.384615998333333;3;32;138;27;32;1400;multinomial
hepatitis;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887669801462905;train;0.9455222;5;200;410;18;19;109;binomial
hepatitis;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802777777777778;test;0.9455222;5;200;410;18;19;109;binomial
page_blocks;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987883075613069;train;0.0954546783333333;3;7;50;7;7;3832;multinomial
page_blocks;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97787625329531;test;0.0954546783333333;3;7;50;7;7;3832;multinomial
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breast_cancer_wisconsin;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995957161981258;train;0.30692227;5;85;250;12;22;399;binomial
breast_cancer_wisconsin;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125144246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983721624850657;test;0.30692227;5;85;250;12;22;399;binomial
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519_vinnie;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486125787797715;train;1.77982707666667;20;244;528;2;2;266;continuous
519_vinnie;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174517_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446329029165489;test;1.77982707666667;20;244;528;2;2;266;continuous
Hill_Valley_without_noise;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.51200812755374;train;0.0323612133333333;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124153710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.497692494534855;test;0.0323612133333333;3;4;32;1;1;849;binomial
analcatdata_creditscore;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.625613376666667;3;160;326;6;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981366459627329;test;0.625613376666667;3;160;326;6;6;70;binomial
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594_fri_c2_100_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125154157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416206386860184;train;0.54915289;3;160;326;4;5;70;continuous
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633_fri_c0_500_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511744987235227;train;0.628054293333333;3;49;150;8;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.533414737459056;test;0.628054293333333;3;49;150;8;25;350;continuous
505_tecator;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0941910751566132;train;0.159482678333333;3;82;186;2;19;168;continuous
505_tecator;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.122279896909914;test;0.159482678333333;3;82;186;2;19;168;continuous
628_fri_c3_1000_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841155663496988;train;0.4062332;6;10;132;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875201970694014;test;0.4062332;6;10;132;5;5;700;continuous
buggyCrx;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920092506299403;train;0.580553433333333;3;160;326;10;13;483;binomial
buggyCrx;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921215043394407;test;0.580553433333333;3;160;326;10;13;483;binomial
mfeat_fourier;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97503996374177;train;0.564411233333333;3;57;138;13;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965628072117648;test;0.564411233333333;3;57;138;13;76;1400;multinomial
659_sleuth_ex1714;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467690667183606;train;0.628985828333333;3;160;326;1;2;33;continuous
659_sleuth_ex1714;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.605662897658989;test;0.628985828333333;3;160;326;1;2;33;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141963396978826;train;3.65728813666667;12;324;672;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113339_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265323054772891;test;3.65728813666667;12;324;672;5;5;700;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.619162577323194;train;4.356561155;3;44;166;8;9;21773;continuous
1193_BNG_lowbwt;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145530_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.61909333805273;test;4.356561155;3;44;166;8;9;21773;continuous
allrep;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982937734246936;train;1.70508425;3;160;326;5;25;2641;multinomial
allrep;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124150440_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951972694986394;test;1.70508425;3;160;326;5;25;2641;multinomial
690_visualizing_galaxy;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.272351217397127;train;1.09388325166667;7;224;462;3;3;227;continuous
690_visualizing_galaxy;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115358_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.291922207759633;test;1.09388325166667;7;224;462;3;3;227;continuous
sonar;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125151456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935708898944193;train;0.761226453333333;3;160;326;58;59;146;binomial
sonar;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125151456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916405433646813;test;0.761226453333333;3;160;326;58;59;146;binomial
hungarian;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126092618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911006781429317;train;0.152265105;3;48;166;6;12;206;binomial
hungarian;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126092618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893261455525606;test;0.152265105;3;48;166;6;12;206;binomial
iris;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992901992901993;train;0.0354781366666667;3;3;24;1;3;105;multinomial
iris;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993966817496229;test;0.0354781366666667;3;3;24;1;3;105;multinomial
695_chatfield_4;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.377203095702816;train;0.168675036666667;3;50;166;7;10;165;continuous
695_chatfield_4;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124185628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.406945949840102;test;0.168675036666667;3;50;166;7;10;165;continuous
collins;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994721763349996;train;11.126988465;3;20;118;3;20;340;multinomial
collins;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980260017760018;test;11.126988465;3;20;118;3;20;340;multinomial
bupa;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.774953883992621;train;1.691876965;8;260;536;5;5;242;binomial
bupa;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.598779557589626;test;1.691876965;8;260;536;5;5;242;binomial
pima;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.823825452101662;train;0.68982656;3;160;326;5;8;538;binomial
pima;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826796308503626;test;0.68982656;3;160;326;5;8;538;binomial
agaricus_lepiota;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.993366365;3;160;326;20;20;5702;binomial
agaricus_lepiota;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.993366365;3;160;326;20;20;5702;binomial
yeast;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884219824206997;train;2.92171001833333;9;224;466;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880407413658366;test;2.92171001833333;9;224;466;7;8;1036;multinomial
573_cpu_act;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.280697484864413;train;3.45493501;15;256;542;4;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287349538771208;test;3.45493501;15;256;542;4;17;5735;continuous
218_house_8L;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339768895886767;train;17.5843912283333;10;300;620;7;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124151154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376731074170764;test;17.5843912283333;10;300;620;7;8;15949;continuous
adult;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897940813075157;train;5.327659665;12;48;544;9;12;34190;binomial
adult;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894208090317869;test;5.327659665;12;48;544;9;12;34190;binomial
analcatdata_japansolvent;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994117647058824;train;0.587678673333333;3;160;326;2;3;37;binomial
analcatdata_japansolvent;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150755_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.696428571428571;test;0.587678673333333;3;160;326;2;3;37;binomial
573_cpu_act;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.32679266165109;train;2.65323406165;10;33;412;4;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321763861523876;test;2.65323406165;10;33;412;4;17;5735;continuous
flags;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983997113752122;train;3.723766575;20;452;944;35;36;125;multinomial
flags;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.594166666666667;test;3.723766575;20;452;944;35;36;125;multinomial
twonorm;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997887566667621;train;1.34110710166667;3;160;326;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997870093564907;test;1.34110710166667;3;160;326;20;20;5180;binomial
ring;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768190234747859;train;3.461015545;6;20;180;20;20;5180;binomial
ring;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779980805783294;test;3.461015545;6;20;180;20;20;5180;binomial
cmc;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74330123711486;train;0.365122748333333;12;9;224;9;9;1032;multinomial
cmc;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719082517905546;test;0.365122748333333;12;9;224;9;9;1032;multinomial
analcatdata_cyyoung8092;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124161146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909855769230769;train;0.359478535;9;7;136;7;7;68;binomial
analcatdata_cyyoung8092;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124161146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904761904761905;test;0.359478535;9;7;136;7;7;68;binomial
579_fri_c0_250_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501970602994613;train;0.23786309;3;10;72;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125083803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512799707979533;test;0.23786309;3;10;72;5;5;175;continuous
658_fri_c3_250_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812641227269417;train;0.942869878333333;7;50;318;16;25;175;continuous
658_fri_c3_250_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875638450682399;test;0.942869878333333;7;50;318;16;25;175;continuous
mfeat_fourier;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979191418561125;train;1.15942882168333;6;72;264;17;76;1400;multinomial
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616_fri_c4_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80210496507115;train;0.22707368;3;90;186;5;50;350;continuous
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651_fri_c0_100_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.456605729618257;train;1.80913575166667;13;50;570;25;25;70;continuous
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649_fri_c0_500_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472972432192905;train;0.289928495;3;10;72;5;5;350;continuous
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601_fri_c1_250_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772857047554627;train;0.542959748333333;6;10;132;5;5;175;continuous
601_fri_c1_250_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838574747835775;test;0.542959748333333;6;10;132;5;5;175;continuous
1096_FacultySalaries;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.30315132637203;train;0.126857523333333;5;4;48;2;2;35;continuous
1096_FacultySalaries;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.579280165351036;test;0.126857523333333;5;4;48;2;2;35;continuous
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analcatdata_asbestos;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829254079254079;train;0.215014480016667;7;3;48;2;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902097902097902;test;0.215014480016667;7;3;48;2;3;59;binomial
622_fri_c2_1000_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269926379358595;train;1.71621003666667;3;160;326;5;50;700;continuous
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603_fri_c0_250_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125192535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.561151736723884;train;0.5611365;7;170;354;28;50;175;continuous
603_fri_c0_250_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125192535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480250670658701;test;0.5611365;7;170;354;28;50;175;continuous
page_blocks;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977437016350511;train;17.8313984366667;8;7;120;4;7;3832;multinomial
page_blocks;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124171712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977663336177894;test;17.8313984366667;8;7;120;4;7;3832;multinomial
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837870321899386;train;1.83914325166667;8;50;356;5;25;700;continuous
592_fri_c4_1000_25;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126110702_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.85568588141801;test;1.83914325166667;8;50;356;5;25;700;continuous
659_sleuth_ex1714;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.400110068390512;train;0.04877228;3;10;74;2;2;33;continuous
659_sleuth_ex1714;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125133542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408078213370657;test;0.04877228;3;10;74;2;2;33;continuous
auto;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925711702624067;train;2.79370085166667;16;413;858;16;20;142;multinomial
auto;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86510582010582;test;2.79370085166667;16;413;858;16;20;142;multinomial
analcatdata_aids;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.763157894736842;train;0.70780661;3;160;326;3;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833333333333333;test;0.70780661;3;160;326;3;3;35;binomial
665_sleuth_case2002;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.727068038054368;train;0.308608435;7;30;334;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126085046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76776232289643;test;0.308608435;7;30;334;2;6;103;continuous
clean2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999213041697;train;7.343809325;3;160;326;106;106;4619;binomial
clean2;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997949443102149;test;7.343809325;3;160;326;106;106;4619;binomial
573_cpu_act;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.260010417357014;train;0.987287266666667;3;30;118;2;16;5735;continuous
573_cpu_act;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124155522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.270366727941445;test;0.987287266666667;3;30;118;2;16;5735;continuous
sleep;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89213129118313;train;31.5140457366667;1;120;242;13;13;74136;multinomial
sleep;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126100408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897121786965848;test;31.5140457366667;1;120;242;13;13;74136;multinomial
biomed;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978553921568627;train;0.155326355;3;32;158;5;8;147;binomial
biomed;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871162280701755;test;0.155326355;3;32;158;5;8;147;binomial
allhyper;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998511526058182;train;8.76349377666667;20;500;1040;14;24;2640;multinomial
allhyper;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125133046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925691282129124;test;8.76349377666667;20;500;1040;14;24;2640;multinomial
582_fri_c1_500_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243648141122134;train;1.73613754666667;9;264;546;4;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375616642912463;test;1.73613754666667;9;264;546;4;25;350;continuous
adult;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898826942181587;train;36.6787884916833;5;12;118;12;12;34190;binomial
adult;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110620_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895654478997613;test;36.6787884916833;5;12;118;12;12;34190;binomial
irish;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892521979650301;train;0.482868325;13;16;406;4;4;350;binomial
irish;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817186644772852;test;0.482868325;13;16;406;4;4;350;binomial
650_fri_c0_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454492998538018;train;0.832980101666667;3;160;326;35;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48909350563124;test;0.832980101666667;3;160;326;35;50;350;continuous
mfeat_morphological;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916445845690082;train;0.04060598;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91632434869453;test;0.04060598;3;2;16;2;2;1400;multinomial
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813735447809704;train;0.186372315;3;85;176;5;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811725753673677;test;0.186372315;3;85;176;5;25;700;continuous
breast_w;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986239377684381;train;0.71775465;3;160;326;2;8;490;binomial
breast_w;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979166666666667;test;0.71775465;3;160;326;2;8;490;binomial
diabetes;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125142517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84655325443787;train;0.88105959;8;8;136;7;8;538;binomial
diabetes;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125142517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820442992011619;test;0.88105959;8;8;136;7;8;538;binomial
prnn_crabs;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999183006535948;train;0.979862131666667;6;204;420;4;4;140;binomial
prnn_crabs;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203413_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973214285714286;test;0.979862131666667;6;204;420;4;4;140;binomial
confidence;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
satimage;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980021534868414;train;4.69194382166667;5;200;410;23;25;4505;multinomial
satimage;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977678139614758;test;4.69194382166667;5;200;410;23;25;4505;multinomial
584_fri_c4_500_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815375811919045;train;0.174071151666667;3;90;186;5;25;350;continuous
584_fri_c4_500_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783788052992478;test;0.174071151666667;3;90;186;5;25;350;continuous
207_autoPrice;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125203911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.356221889812058;train;1.83160435833333;13;328;682;6;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125203911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.523685909262784;test;1.83160435833333;13;328;682;6;10;112;continuous
waveform_21;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124182006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990110165403935;train;3.55085275333333;3;160;326;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124182006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963717280588057;test;3.55085275333333;3;160;326;21;21;3500;multinomial
561_cpu;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.062337077426653;train;2.65321948833333;15;336;702;7;7;147;continuous
561_cpu;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0898892837506456;test;2.65321948833333;15;336;702;7;7;147;continuous
clean2;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126110931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998241501881921;train;3.990046555;3;160;326;1;104;4619;binomial
clean2;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126110931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996734882478038;test;3.990046555;3;160;326;1;104;4619;binomial
556_analcatdata_apnea2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.230454549646212;train;0.0845687283333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126085244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.24846365188354;test;0.0845687283333333;3;15;120;3;3;333;continuous
lupus;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877039627039627;train;0.419210515;3;160;326;2;2;61;binomial
lupus;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.792899408284024;test;0.419210515;3;160;326;2;2;61;binomial
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537_houses;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.579475346280759;train;0.203078465;3;30;166;6;6;14448;continuous
537_houses;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.573073598513959;test;0.203078465;3;30;166;6;6;14448;continuous
622_fri_c2_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813776019162977;train;0.398655378333333;5;130;270;7;50;700;continuous
622_fri_c2_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83043536371376;test;0.398655378333333;5;130;270;7;50;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235331816273271;train;1.34810816333333;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33400408678673;test;1.34810816333333;3;160;326;10;25;700;continuous
653_fri_c0_250_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358163288517809;train;2.10376139166667;7;240;494;18;25;175;continuous
653_fri_c0_250_25;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.556283612183368;test;2.10376139166667;7;240;494;18;25;175;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.616024253027079;train;5.29765258666667;6;220;452;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.615660212608454;test;5.29765258666667;6;220;452;9;9;21773;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125120237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499940114191258;train;0.916985361666667;12;50;544;7;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125120237_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.64008236934082;test;0.916985361666667;12;50;544;7;10;356;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24428559641862;train;1.31936401666667;3;160;326;10;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345987957854982;test;1.31936401666667;3;160;326;10;50;700;continuous
profb;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.668985319691026;train;1.08810894;6;220;452;8;9;471;binomial
profb;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.57283950617284;test;1.08810894;6;220;452;8;9;471;binomial
547_no2;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125181514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.656029061407096;train;0.686252503316667;3;160;326;5;7;350;continuous
547_no2;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125181514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.679728144763921;test;0.686252503316667;3;160;326;5;7;350;continuous
628_fri_c3_1000_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848352197344651;train;0.26854013;6;25;282;4;5;700;continuous
628_fri_c3_1000_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838041436715529;test;0.26854013;6;25;282;4;5;700;continuous
560_bodyfat;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0413280420864094;train;0.188413228333333;3;64;186;1;13;177;continuous
560_bodyfat;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0413759690857209;test;0.188413228333333;3;64;186;1;13;177;continuous
spambase;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98141697103624;train;0.304787951666667;3;80;166;55;55;3221;binomial
spambase;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978747342723672;test;0.304787951666667;3;80;166;55;55;3221;binomial
cars;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85583539339697;train;0.0556263933333333;3;6;44;6;6;275;multinomial
cars;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829613156521978;test;0.0556263933333333;3;6;44;6;6;275;multinomial
cars;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.670593286666667;3;160;326;1;6;275;multinomial
cars;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124150731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999478351591028;test;0.670593286666667;3;160;326;1;6;275;multinomial
666_rmftsa_ladata;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125183842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414201918879546;train;1.412986375;6;220;452;9;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125183842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.61629096519629;test;1.412986375;6;220;452;9;10;356;continuous
227_cpu_small;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.197408739206852;train;3.55596182333333;7;24;314;12;12;5735;continuous
227_cpu_small;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.217094664861233;test;3.55596182333333;7;24;314;12;12;5735;continuous
1089_USCrime;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.393076184353162;train;0.29037027;5;12;128;4;6;33;continuous
1089_USCrime;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124170318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662991779115278;test;0.29037027;5;12;128;4;6;33;continuous
allhypo;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125210258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843907455319826;train;0.612990156666667;7;25;298;8;25;2639;multinomial
allhypo;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125210258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842199274490941;test;0.612990156666667;7;25;298;8;25;2639;multinomial
641_fri_c1_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196193308795683;train;1.34248328;6;220;452;9;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125123937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35822444343935;test;1.34248328;6;220;452;9;10;350;continuous
analcatdata_boxing2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.752801120448179;train;0.165687673333333;7;12;182;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542105263157895;test;0.165687673333333;7;12;182;1;3;93;binomial
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418844383434471;train;0.471366225;5;130;270;39;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126113654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.45841724089901;test;0.471366225;5;130;270;39;72;742;continuous
651_fri_c0_100_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339983786922525;train;1.30758076666667;16;125;732;25;25;70;continuous
651_fri_c0_100_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124210944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850762009946126;test;1.30758076666667;16;125;732;25;25;70;continuous
227_cpu_small;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.172930774680867;train;11.855600515;10;236;492;8;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196209068441219;test;11.855600515;10;236;492;8;12;5735;continuous
596_fri_c2_250_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238444585764571;train;0.593551226666667;3;160;326;5;5;175;continuous
596_fri_c2_250_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399349617817802;test;0.593551226666667;3;160;326;5;5;175;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916914559946888;train;10.6489812383333;6;220;452;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.9200056338182;test;10.6489812383333;6;220;452;9;9;81648;continuous
wine_quality_red;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792174898104527;train;0.337707925;10;11;214;3;11;1120;multinomial
wine_quality_red;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126104128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703591999190302;test;0.337707925;10;11;214;3;11;1120;multinomial
628_fri_c3_1000_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820796353946985;train;0.369594315;3;10;72;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.893052611435391;test;0.369594315;3;10;72;5;5;700;continuous
schizo;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.651392103909465;train;2.09444100333333;9;13;214;1;13;238;multinomial
schizo;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.551237824675325;test;2.09444100333333;9;13;214;1;13;238;multinomial
breast_cancer_wisconsin;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125105621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992920211047701;train;1.067876625;3;22;134;9;22;399;binomial
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1089_USCrime;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277755111884367;train;0.912923835;5;200;410;2;2;33;continuous
1089_USCrime;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125152714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468502066673794;test;0.912923835;5;200;410;2;2;33;continuous
biomed;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989795918367347;train;1.84020963833333;9;280;578;7;8;147;binomial
biomed;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124170604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928418803418803;test;1.84020963833333;9;280;578;7;8;147;binomial
backache;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.664289227742253;train;0.821336406666667;3;160;326;31;31;126;binomial
backache;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.612847222222222;test;0.821336406666667;3;160;326;31;31;126;binomial
prnn_fglass;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939494413149875;train;0.176592656666667;7;9;136;7;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126084649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894142857142857;test;0.176592656666667;7;9;136;7;9;144;multinomial
cleveland;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.737584313122775;train;4.92042405166667;10;13;250;4;13;213;multinomial
cleveland;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.614119585687382;test;4.92042405166667;10;13;250;4;13;213;multinomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550893997445722;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.498492324561404;test;;-Inf;-Inf;;1;1;849;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989333333333333;train;1.00660510166667;6;220;452;6;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934782608695652;test;1.00660510166667;6;220;452;6;7;65;binomial
527_analcatdata_election2000;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.321415885802523;train;0.144764481666667;6;10;140;1;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.344577931097796;test;0.144764481666667;6;10;140;1;2;47;continuous
663_rabe_266;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.347920190144856;train;0.21689244;9;4;80;1;2;84;continuous
663_rabe_266;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124151918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.240733671810543;test;0.21689244;9;4;80;1;2;84;continuous
207_autoPrice;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.392983868404307;train;1.71361249333333;10;300;620;10;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.437944378598684;test;1.71361249333333;10;300;620;10;12;112;continuous
579_fri_c0_250_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.451139830007637;train;0.116175378333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.591695353670966;test;0.116175378333333;3;25;156;5;5;175;continuous
analcatdata_japansolvent;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899122807017544;train;2.67289726;20;497;1034;3;3;37;binomial
analcatdata_japansolvent;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125174050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.833333333333333;test;2.67289726;20;497;1034;3;3;37;binomial
678_visualizing_environmental;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71954363627016;train;0.253638876666667;10;15;284;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770755859679431;test;0.253638876666667;10;15;284;3;3;78;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.764411421216932;train;0.860162246666667;3;160;326;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126104705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859764754803839;test;0.860162246666667;3;160;326;5;5;175;continuous
225_puma8NH;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.747777372207868;train;0.282667243333333;7;40;334;3;8;5735;continuous
225_puma8NH;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.757128666134829;test;0.282667243333333;7;40;334;3;8;5735;continuous
phoneme;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125113601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799658448644836;train;0.4637596;3;5;36;5;5;3783;binomial
phoneme;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125113601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804664418124297;test;0.4637596;3;5;36;5;5;3783;binomial
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504392365036789;train;1.45090494333333;5;200;410;9;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126110059_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493710221566315;test;1.45090494333333;5;200;410;9;10;700;continuous
crx;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913971154519359;train;1.78943074;12;13;306;5;13;483;binomial
crx;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125203810_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920373831775701;test;1.78943074;12;13;306;5;13;483;binomial
560_bodyfat;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0393208788572293;train;0.682740863333333;3;160;326;10;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.033024984268477;test;0.682740863333333;3;160;326;10;13;177;continuous
letter;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962186812398313;train;31.5927300383333;3;160;326;12;16;14000;multinomial
letter;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124165136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962661955041421;test;31.5927300383333;3;160;326;12;16;14000;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999966272253231;train;3.23803119666667;3;160;326;20;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114015_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999732656042225;test;3.23803119666667;3;160;326;20;20;5040;multinomial
pima;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828130475189299;train;1.40505575833333;6;195;402;8;8;538;binomial
pima;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851603281133482;test;1.40505575833333;6;195;402;8;8;538;binomial
breast_w;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985280834669764;train;0.335372061666667;5;32;242;2;8;490;binomial
breast_w;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977747364152474;test;0.335372061666667;5;32;242;2;8;490;binomial
ring;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.775733789540774;train;1.32262094833333;15;80;670;20;20;5180;binomial
ring;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757751552583283;test;1.32262094833333;15;80;670;20;20;5180;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125143441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993718526371588;train;0.820202111666667;3;160;326;10;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125143441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995381773399015;test;0.820202111666667;3;160;326;10;22;399;binomial
1196_BNG_pharynx;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656540983287856;train;5.70619995168333;8;50;376;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173707_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658500387701425;test;5.70619995168333;8;50;376;10;10;700000;continuous
analcatdata_creditscore;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991452991452991;train;0.153589433333333;3;6;44;2;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.153589433333333;3;6;44;2;6;70;binomial
622_fri_c2_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227879631940168;train;3.305347915;14;348;724;10;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125135212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312623316435882;test;3.305347915;14;348;724;10;50;700;continuous
twonorm;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997564021219552;train;1.24707090833333;3;160;326;20;20;5180;binomial
twonorm;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998713117835375;test;1.24707090833333;3;160;326;20;20;5180;binomial
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616_fri_c4_500_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192035213937708;train;3.25023492166667;20;399;838;6;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358757961144109;test;3.25023492166667;20;399;838;6;50;350;continuous
tokyo1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987146404401383;train;1.06707961666667;3;160;326;21;21;672;binomial
tokyo1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980241605241605;test;1.06707961666667;3;160;326;21;21;672;binomial
537_houses;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.518391707553602;train;11.1615272833333;3;160;326;4;5;14448;continuous
537_houses;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124203436_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537622313504637;test;11.1615272833333;3;160;326;4;5;14448;continuous
movement_libras;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980914346806118;train;30.2207994333333;9;21;354;14;21;252;multinomial
movement_libras;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084115_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955524214447684;test;30.2207994333333;9;21;354;14;21;252;multinomial
218_house_8L;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458868994327908;train;4.08955398333333;15;272;574;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444682380970227;test;4.08955398333333;15;272;574;8;8;15949;continuous
622_fri_c2_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804299001992743;train;0.51256152;3;72;150;9;50;700;continuous
622_fri_c2_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863790354769929;test;0.51256152;3;72;150;9;50;700;continuous
magic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837465902694769;train;4.19428313833333;9;232;482;8;9;13314;binomial
magic;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833573872368291;test;4.19428313833333;9;232;482;8;9;13314;binomial
ionosphere;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963960113960114;train;5.54637711166667;11;32;474;31;32;246;binomial
ionosphere;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125145951_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886473429951691;test;5.54637711166667;11;32;474;31;32;246;binomial
602_fri_c3_250_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217164641965474;train;1.79100998333333;13;344;714;3;9;175;continuous
602_fri_c3_250_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40867043427682;test;1.79100998333333;13;344;714;3;9;175;continuous
irish;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125204156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892178734293494;train;0.551945533333333;3;160;326;4;4;350;binomial
irish;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125204156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792978208232445;test;0.551945533333333;3;160;326;4;4;350;binomial
magic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84325487748199;train;1.64779807;16;36;656;8;9;13314;binomial
magic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835581361622645;test;1.64779807;16;36;656;8;9;13314;binomial
588_fri_c4_1000_100;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804988539524071;train;1.42493960665;15;312;690;24;100;700;continuous
588_fri_c4_1000_100;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125170928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.927821004467437;test;1.42493960665;15;312;690;24;100;700;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125143847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.708545281031437;train;0.662757253333333;3;160;326;2;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125143847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.665274955037037;test;0.662757253333333;3;160;326;2;3;78;continuous
592_fri_c4_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830012412587919;train;0.841575703333333;3;50;146;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855635393204266;test;0.841575703333333;3;50;146;5;25;700;continuous
644_fri_c4_250_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842188606015887;train;1.29036706835;5;200;410;14;24;175;continuous
644_fri_c4_250_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204411_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798601645680125;test;1.29036706835;5;200;410;14;24;175;continuous
agaricus_lepiota;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999996670986986;train;1.75473575;3;160;326;19;20;5702;binomial
agaricus_lepiota;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999993966032787;test;1.75473575;3;160;326;19;20;5702;binomial
529_pollen;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361551987758384;train;7.49113028166667;11;272;566;4;4;2694;continuous
529_pollen;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.477015418612499;test;7.49113028166667;11;272;566;4;4;2694;continuous
ecoli;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954718961572751;train;1.62643269165;8;260;536;5;5;229;multinomial
ecoli;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975638371290545;test;1.62643269165;8;260;536;5;5;229;multinomial
wdbc;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988054016620499;train;0.881981608333333;3;160;326;2;22;399;binomial
wdbc;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985606060606061;test;0.881981608333333;3;160;326;2;22;399;binomial
movement_libras;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977939167588833;train;0.769658658333333;7;20;272;8;20;252;multinomial
movement_libras;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125093533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927243008314437;test;0.769658658333333;7;20;272;8;20;252;multinomial
210_cloud;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.27144817355309;train;0.18971558;5;25;240;3;5;76;continuous
210_cloud;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.248518829835241;test;0.18971558;5;25;240;3;5;76;continuous
ann_thyroid;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125190722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989407650201314;train;31.102288485;4;21;164;5;21;5040;multinomial
ann_thyroid;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125190722_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992250396338779;test;31.102288485;4;21;164;5;21;5040;multinomial
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846195794090649;train;0.777790706666667;8;10;172;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124184626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861138882214575;test;0.777790706666667;8;10;172;5;5;700;continuous
analcatdata_boxing1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928786057692308;train;1.13233936833333;7;240;494;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125123420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.711538461538462;test;1.13233936833333;7;240;494;1;3;84;binomial
654_fri_c0_500_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.550928583063539;train;1.31492414666667;5;200;410;10;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522189686387621;test;1.31492414666667;5;200;410;10;10;350;continuous
ecoli;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125151838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971524867724868;train;0.0912383616666667;6;5;66;4;5;229;multinomial
ecoli;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125151838_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952715884333531;test;0.0912383616666667;6;5;66;4;5;229;multinomial
579_fri_c0_250_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505546201003213;train;0.09438468165;3;25;156;5;5;175;continuous
579_fri_c0_250_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476794687710738;test;0.09438468165;3;25;156;5;5;175;continuous
547_no2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343965746325031;train;2.435208655;15;400;830;5;7;350;continuous
547_no2;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.67692225875105;test;2.435208655;15;400;830;5;7;350;continuous
segmentation;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997445247435705;train;8.06453172331667;3;14;90;10;14;1617;multinomial
segmentation;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996793087812767;test;8.06453172331667;3;14;90;10;14;1617;multinomial
allhyper;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975416882668049;train;38.82940284;8;24;318;20;24;2640;multinomial
allhyper;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154319_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912079412062335;test;38.82940284;8;24;318;20;24;2640;multinomial
mfeat_karhunen;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999352586639584;train;2.52042754666667;3;160;326;22;64;1400;multinomial
mfeat_karhunen;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994803062981933;test;2.52042754666667;3;160;326;22;64;1400;multinomial
ring;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775175904494612;train;1.70493276833333;3;20;106;20;20;5180;binomial
ring;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194712_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759387132410536;test;1.70493276833333;3;20;106;20;20;5180;binomial
shuttle;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918591389635602;train;30.0785710133333;5;200;410;7;7;40600;multinomial
shuttle;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202505_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908013143954411;test;30.0785710133333;5;200;410;7;7;40600;multinomial
cleve;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942072614486408;train;0.20005592835;3;52;166;12;13;213;binomial
cleve;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883358471593766;test;0.20005592835;3;52;166;12;13;213;binomial
657_fri_c2_250_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852680887609311;train;0.122996176666667;3;50;166;2;10;175;continuous
657_fri_c2_250_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870585432296686;test;0.122996176666667;3;50;166;2;10;175;continuous
allrep;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973735565628232;train;4.41233317;11;320;662;4;24;2641;multinomial
allrep;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98419089098214;test;4.41233317;11;320;662;4;24;2641;multinomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542941653070511;train;0.0380226433333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.518199757134183;test;0.0380226433333333;3;4;32;1;1;849;binomial
vehicle;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914582319105196;train;0.176848843333333;6;13;148;11;13;593;multinomial
vehicle;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908775506677077;test;0.176848843333333;6;13;148;11;13;593;multinomial
537_houses;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.605191374512457;train;0.95925169;3;10;70;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.599068783014738;test;0.95925169;3;10;70;5;5;14448;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84326699154381;train;0.490309521666667;3;20;132;10;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830074526194671;test;0.490309521666667;3;20;132;10;10;350;continuous
564_fried;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480870802667568;train;11.0932456;8;50;376;7;10;28538;continuous
564_fried;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483236646047749;test;11.0932456;8;50;376;7;10;28538;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141135955678434;train;0.496849411666667;3;160;326;2;2;47;continuous
527_analcatdata_election2000;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125170931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.587998471039844;test;0.496849411666667;3;160;326;2;2;47;continuous
561_cpu;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.197924566529816;train;1.07266786833333;9;14;260;6;7;147;continuous
561_cpu;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145819_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.155879599523147;test;1.07266786833333;9;14;260;6;7;147;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825587188037484;train;1.49423607;6;220;452;9;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.891603463368128;test;1.49423607;6;220;452;9;25;175;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.602059890564549;train;0.140606756666667;3;10;76;5;5;70;continuous
624_fri_c0_100_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.552171677122304;test;0.140606756666667;3;10;76;5;5;70;continuous
Hill_Valley_with_noise;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0397302083333333;3;4;32;0;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125133943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0397302083333333;3;4;32;0;1;849;binomial
197_cpu_act;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125111155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192196468590993;train;6.64222714665;3;160;326;10;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125111155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212620198014003;test;6.64222714665;3;160;326;10;17;5735;continuous
heart_statlog;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.749212421242124;train;1.83091265666667;14;13;336;4;13;189;binomial
heart_statlog;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725446428571429;test;1.83091265666667;14;13;336;4;13;189;binomial
663_rabe_266;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.124646525666914;train;0.877071245;5;200;410;2;2;84;continuous
663_rabe_266;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.133227638123274;test;0.877071245;5;200;410;2;2;84;continuous
646_fri_c3_500_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125124912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792945138228158;train;0.24223708;6;50;292;10;10;350;continuous
646_fri_c3_500_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125124912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806103699234213;test;0.24223708;6;50;292;10;10;350;continuous
654_fri_c0_500_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126093603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271374154692001;train;1.49423779166667;9;248;514;9;10;350;continuous
654_fri_c0_500_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126093603_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.451088019724726;test;1.49423779166667;9;248;514;9;10;350;continuous
breast_cancer;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.770862884160757;train;0.560978896666667;3;160;326;8;9;201;binomial
breast_cancer;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124195220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.730333333333333;test;0.560978896666667;3;160;326;8;9;201;binomial
607_fri_c4_1000_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185261144255796;train;2.8565848;6;220;452;7;49;700;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.358947616151816;test;2.8565848;6;220;452;7;49;700;continuous
heart_statlog;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978116561656165;train;0.652370333333333;3;160;326;12;13;189;binomial
heart_statlog;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934948979591837;test;0.652370333333333;3;160;326;12;13;189;binomial
644_fri_c4_250_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84601538686522;train;1.16249070666667;5;48;234;12;24;175;continuous
644_fri_c4_250_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793028562972549;test;1.16249070666667;5;48;234;12;24;175;continuous
bupa;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126115310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.695833333333333;train;0.486393593333333;10;20;388;5;5;242;binomial
bupa;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126115310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.709372637944067;test;0.486393593333333;10;20;388;5;5;242;binomial
1030_ERA;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.744266591526043;train;1.06991443833333;5;200;410;3;4;700;continuous
1030_ERA;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797422314366082;test;1.06991443833333;5;200;410;3;4;700;continuous
648_fri_c1_250_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.720932744599494;train;1.93125395333333;9;280;578;15;50;175;continuous
648_fri_c1_250_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854882653609818;test;1.93125395333333;9;280;578;15;50;175;continuous
mfeat_morphological;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926540424451897;train;1.64384966333333;3;160;326;2;2;1400;multinomial
mfeat_morphological;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125193910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920217320182934;test;1.64384966333333;3;160;326;2;2;1400;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.73585749070325;train;0.928632568333333;3;160;326;2;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125115110_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.739102843322713;test;0.928632568333333;3;160;326;2;5;280;multinomial
656_fri_c1_100_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.264574876866957;train;1.33334210666667;7;240;494;3;5;70;continuous
656_fri_c1_100_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.554730528833424;test;1.33334210666667;7;240;494;3;5;70;continuous
appendicitis;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862997658079625;train;0.399738426666667;11;16;354;3;4;75;binomial
appendicitis;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857142857142857;test;0.399738426666667;11;16;354;3;4;75;binomial
613_fri_c3_250_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792378578938807;train;0.890045311666667;3;160;326;4;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809349736919389;test;0.890045311666667;3;160;326;4;5;175;continuous
505_tecator;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0650073184854811;train;0.57775598335;3;160;326;10;19;168;continuous
505_tecator;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125124902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.09100422324965;test;0.57775598335;3;160;326;10;19;168;continuous
687_sleuth_ex1605;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463566890884951;train;0.517425433333333;3;160;326;1;3;44;continuous
687_sleuth_ex1605;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.740398294372442;test;0.517425433333333;3;160;326;1;3;44;continuous
breast_cancer_wisconsin;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999625167336011;train;0.874424183333333;3;160;326;10;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124150120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991636798088411;test;0.874424183333333;3;160;326;10;20;399;binomial
wine_recognition;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125105757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.455435283333333;3;13;56;13;13;125;multinomial
wine_recognition;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125105757_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981565656565657;test;0.455435283333333;3;13;56;13;13;125;multinomial
230_machine_cpu;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.22323985390256;train;0.367717991666667;3;12;88;6;6;147;continuous
230_machine_cpu;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.280354972207918;test;0.367717991666667;3;12;88;6;6;147;continuous
197_cpu_act;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.323157999003589;train;0.353100145;6;85;302;4;17;5735;continuous
197_cpu_act;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.34378930037854;test;0.353100145;6;85;302;4;17;5735;continuous
344_mv;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0151350294363128;train;24.6546792816667;9;280;578;6;10;28538;continuous
344_mv;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.016611900308577;test;24.6546792816667;9;280;578;6;10;28538;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778806397211647;train;0.430708193333333;6;150;312;34;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124154144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86023566292838;test;0.430708193333333;6;150;312;34;50;700;continuous
644_fri_c4_250_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822620508977093;train;0.699874471683333;3;160;326;11;25;175;continuous
644_fri_c4_250_25;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.891081557741676;test;0.699874471683333;3;160;326;11;25;175;continuous
ring;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125194553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.776053220201124;train;1.51578158166667;3;160;326;20;20;5180;binomial
ring;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125194553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.758233897578466;test;1.51578158166667;3;160;326;20;20;5180;binomial
547_no2;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.643802905849005;train;0.764594591666667;3;160;326;7;7;350;continuous
547_no2;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.698933222059435;test;0.764594591666667;3;160;326;7;7;350;continuous
wine_recognition;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.081589525;3;13;86;13;13;125;multinomial
wine_recognition;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.081589525;3;13;86;13;13;125;multinomial
634_fri_c2_100_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.727321968683742;train;1.12712460833333;11;18;412;6;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804073140840991;test;1.12712460833333;11;18;412;6;9;70;continuous
dermatology;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998036465638149;train;4.599685335;5;25;190;17;25;257;multinomial
dermatology;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163108_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981815864447443;test;4.599685335;5;25;190;17;25;257;multinomial
analcatdata_happiness;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88998778998779;train;1.90853984833333;11;270;562;2;3;42;multinomial
analcatdata_happiness;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163017_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.722222222222222;test;1.90853984833333;11;270;562;2;3;42;multinomial
cloud;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.698965848965849;train;1.36827479666667;7;240;494;5;5;76;multinomial
cloud;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125083002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.499719416386083;test;1.36827479666667;7;240;494;5;5;76;multinomial
621_fri_c0_100_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.580639151931278;train;1.06792853;8;20;338;10;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.559847373399831;test;1.06792853;8;20;338;10;10;70;continuous
210_cloud;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.235845129056054;train;1.41325258166667;7;240;494;3;5;76;continuous
210_cloud;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.345966836514242;test;1.41325258166667;7;240;494;3;5;76;continuous
analcatdata_aids;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.77796052631579;train;3.68843132666667;20;500;1040;1;3;35;binomial
analcatdata_aids;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.555555555555556;test;3.68843132666667;20;500;1040;1;3;35;binomial
mfeat_zernike;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992789845832037;train;2.278242575;3;160;326;32;32;1400;multinomial
mfeat_zernike;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974533645655462;test;2.278242575;3;160;326;32;32;1400;multinomial
643_fri_c2_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880453852571965;train;0.885454311666667;11;125;522;12;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.889895214178787;test;0.885454311666667;11;125;522;12;25;350;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848251803003959;train;0.105668056666667;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842217579086778;test;0.105668056666667;3;25;156;5;5;700;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333424920893491;train;2.31289703666667;12;340;704;3;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.668171022049285;test;2.31289703666667;12;340;704;3;10;70;continuous
page_blocks;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974836033146824;train;21.9174178466667;10;7;146;5;7;3832;multinomial
page_blocks;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982163386043544;test;21.9174178466667;10;7;146;5;7;3832;multinomial
profb;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.858572779216508;train;0.786732786666667;3;160;326;4;9;471;binomial
profb;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195916_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.606175514626219;test;0.786732786666667;3;160;326;4;9;471;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860532407407407;train;0.259331045;10;12;220;2;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126084855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9;test;0.259331045;10;12;220;2;3;59;binomial
623_fri_c4_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815010029805207;train;0.35509885;8;50;376;3;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841194605113038;test;0.35509885;8;50;376;3;10;700;continuous
nikuradse_2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830311401387479;train;0.0342337166666667;3;2;16;0;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124192249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770478644796743;test;0.0342337166666667;3;2;16;0;1;254;continuous
bupa;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.70041675206668;train;0.537242238333333;3;160;326;2;5;242;binomial
bupa;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.63768115942029;test;0.537242238333333;3;160;326;2;5;242;binomial
profb;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.683108689417838;train;0.501900526666667;9;36;410;9;9;471;binomial
profb;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180629_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.675572519083969;test;0.501900526666667;9;36;410;9;9;471;binomial
allhyper;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125104809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977390496475648;train;31.6244587033333;8;25;318;18;25;2640;multinomial
allhyper;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125104809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975623969988724;test;31.6244587033333;8;25;318;18;25;2640;multinomial
irish;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125210049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852653723827193;train;0.920101885;13;4;110;3;4;350;binomial
irish;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125210049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894906743185079;test;0.920101885;13;4;110;3;4;350;binomial
712_chscase_geyser1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.498956205190002;train;0.117679268333333;6;10;138;1;2;156;continuous
712_chscase_geyser1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094427_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46911396751115;test;0.117679268333333;6;10;138;1;2;156;continuous
prnn_crabs;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.0778353133333333;3;3;24;2;3;140;binomial
prnn_crabs;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988839285714286;test;0.0778353133333333;3;3;24;2;3;140;binomial
calendarDOW;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939756839515855;train;1.48646168333333;5;200;410;8;13;280;multinomial
calendarDOW;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.810513770712047;test;1.48646168333333;5;200;410;8;13;280;multinomial
650_fri_c0_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125120510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36004306197259;train;3.18807169168333;13;308;642;27;50;350;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125120510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466134706188646;test;3.18807169168333;13;308;642;27;50;350;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126092417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.455771063702966;train;1.77684404333333;9;264;546;8;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126092417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.750380349692993;test;1.77684404333333;9;264;546;8;10;70;continuous
648_fri_c1_250_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126110453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.741009453518481;train;0.564165245;3;72;150;9;50;175;continuous
648_fri_c1_250_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126110453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811153381478904;test;0.564165245;3;72;150;9;50;175;continuous
australian;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936799415163963;train;1.182285265;6;220;452;13;13;483;binomial
australian;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933552631578947;test;1.182285265;6;220;452;13;13;483;binomial
607_fri_c4_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816406800259181;train;0.233761765;3;90;186;5;50;700;continuous
607_fri_c4_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867370494789266;test;0.233761765;3;90;186;5;50;700;continuous
195_auto_price;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.432429975429708;train;1.19707421666667;8;228;472;5;10;112;continuous
195_auto_price;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.419099288760916;test;1.19707421666667;8;228;472;5;10;112;continuous
294_satellite_image;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.249120845610686;train;8.44250427;14;297;622;21;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124152955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313895602497772;test;8.44250427;14;297;622;21;26;4505;continuous
573_cpu_act;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155234217146493;train;5.895984185;3;160;326;16;16;5735;continuous
573_cpu_act;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125124954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182872573506794;test;5.895984185;3;160;326;16;16;5735;continuous
227_cpu_small;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.188920336816778;train;1.68635872333333;3;160;326;12;12;5735;continuous
227_cpu_small;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.185337078989191;test;1.68635872333333;3;160;326;12;12;5735;continuous
auto;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.673200698333333;13;21;430;21;21;142;multinomial
auto;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125194302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897230392156863;test;0.673200698333333;13;21;430;21;21;142;multinomial
tokyo1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967437557816836;train;0.815446751666667;3;23;108;5;23;672;binomial
tokyo1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964731777231777;test;0.815446751666667;3;23;108;5;23;672;binomial
prnn_synth;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939002089864159;train;0.10747247;5;8;96;2;2;175;binomial
prnn_synth;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938122332859175;test;0.10747247;5;8;96;2;2;175;binomial
547_no2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.628587351293342;train;1.255105705;6;220;452;7;7;350;continuous
547_no2;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.714134490965863;test;1.255105705;6;220;452;7;7;350;continuous
665_sleuth_case2002;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778297245563804;train;0.376394338333333;9;30;418;2;6;103;continuous
665_sleuth_case2002;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656132277256486;test;0.376394338333333;9;30;418;2;6;103;continuous
ring;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819906290187308;train;1.557124895;3;20;104;20;20;5180;binomial
ring;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808137170795529;test;1.557124895;3;20;104;20;20;5180;binomial
608_fri_c3_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125132743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83353990741786;train;0.379457171666667;8;50;376;6;10;700;continuous
608_fri_c3_1000_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125132743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849781855548449;test;0.379457171666667;8;50;376;6;10;700;continuous
621_fri_c0_100_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475453230042043;train;0.469076068333333;9;50;428;10;10;70;continuous
621_fri_c0_100_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.609931846173921;test;0.469076068333333;9;50;428;10;10;70;continuous
503_wind;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124185824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455198127971668;train;0.598138173333333;3;65;176;14;14;4602;continuous
503_wind;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124185824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466466886829029;test;0.598138173333333;3;65;176;14;14;4602;continuous
confidence;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918024691358025;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
588_fri_c4_1000_100;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840642129278019;train;0.290945013333333;3;90;186;7;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125091024_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821762456458964;test;0.290945013333333;3;90;186;7;100;700;continuous
analcatdata_germangss;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746818318091668;train;0.115266395;7;5;76;1;5;280;multinomial
analcatdata_germangss;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680528642829681;test;0.115266395;7;5;76;1;5;280;multinomial
horse_colic;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903029336734694;train;0.217442851666667;3;77;174;7;22;258;binomial
horse_colic;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881213450292398;test;0.217442851666667;3;77;174;7;22;258;binomial
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645_fri_c3_500_50;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125115448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.76792982845131;train;0.613557848333333;3;160;326;10;49;350;continuous
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579_fri_c0_250_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124193842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481995516336509;train;0.129108281666667;3;25;156;5;5;175;continuous
579_fri_c0_250_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124193842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.520008895776208;test;0.129108281666667;3;25;156;5;5;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797606082034225;train;0.281054883316667;6;50;292;5;10;175;continuous
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653_fri_c0_250_25;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125165839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364078599676732;train;2.26515560666667;12;336;696;19;25;175;continuous
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207_autoPrice;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124145946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479825808316622;test;0.656069111666667;3;160;326;12;12;112;continuous
635_fri_c0_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.55655099579873;train;1.43365722333333;7;20;292;9;10;175;continuous
635_fri_c0_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124185413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516324865469369;test;1.43365722333333;7;20;292;9;10;175;continuous
texture;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997709195495806;train;2.50154046166667;3;160;326;13;13;3850;multinomial
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prnn_fglass;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999359743897559;train;2.08934221665;10;300;620;9;9;144;multinomial
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hepatitis;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124173152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887082204155375;train;0.849190666666667;7;19;258;8;19;109;binomial
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631_fri_c1_500_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125093945_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838233745802686;train;0.489895491666667;6;10;132;5;5;350;continuous
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653_fri_c0_250_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126105657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450057909747326;train;1.23458868833333;5;200;410;24;25;175;continuous
653_fri_c0_250_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126105657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.598963748229601;test;1.23458868833333;5;200;410;24;25;175;continuous
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1030_ERA;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.723836283240976;train;0.197424541666667;6;20;208;4;4;700;continuous
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623_fri_c4_1000_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820007629983175;train;1.17388754333333;8;20;326;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125154549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832471854195673;test;1.17388754333333;8;20;326;5;10;700;continuous
schizo;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.655877057613169;train;0.0837500216666667;3;13;82;1;13;238;multinomial
schizo;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.616556186868687;test;0.0837500216666667;3;13;82;1;13;238;multinomial
633_fri_c0_500_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504117023772907;train;1.38436915833333;10;220;460;10;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540833642523854;test;1.38436915833333;10;220;460;10;25;350;continuous
608_fri_c3_1000_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835578108022227;train;0.848762398333333;15;50;670;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863456569921827;test;0.848762398333333;15;50;670;5;10;700;continuous
589_fri_c2_1000_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808802261923246;train;0.813275966683333;3;160;326;20;25;700;continuous
589_fri_c2_1000_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828057941864446;test;0.813275966683333;3;160;326;20;25;700;continuous
mfeat_factors;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999627272313023;train;2.16282893833333;3;160;326;133;133;1400;multinomial
mfeat_factors;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998078165199323;test;2.16282893833333;3;160;326;133;133;1400;multinomial
616_fri_c4_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811108383892042;train;2.75158381166667;9;99;402;16;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125193056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867791611089728;test;2.75158381166667;9;99;402;16;50;350;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840332499502487;train;0.48473932;6;150;312;7;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125121800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839245653845899;test;0.48473932;6;150;312;7;50;700;continuous
heart_c;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125154321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943443354148082;train;1.45585175333333;7;13;176;10;13;213;binomial
heart_c;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125154321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90796635329045;test;1.45585175333333;7;13;176;10;13;213;binomial
allhypo;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835399983355054;train;1.80734716166667;20;24;826;6;24;2639;multinomial
allhypo;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764313067220758;test;1.80734716166667;20;24;826;6;24;2639;multinomial
breast;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995116760721275;train;0.646449396666667;3;10;66;9;10;490;binomial
breast;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083119_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998175532936432;test;0.646449396666667;3;10;66;9;10;490;binomial
analcatdata_cyyoung8092;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901960784313725;train;0.599456741666667;12;28;544;3;7;68;binomial
analcatdata_cyyoung8092;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941558441558442;test;0.599456741666667;12;28;544;3;7;68;binomial
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.134379361008295;train;9.44550259666667;13;346;718;5;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240183520109677;test;9.44550259666667;13;346;718;5;100;700;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821509688442937;train;0.344957133333333;7;50;334;6;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838284627253161;test;0.344957133333333;7;50;334;6;10;350;continuous
641_fri_c1_500_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863574645643269;train;1.05869468831667;7;20;290;6;10;350;continuous
641_fri_c1_500_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82800018357748;test;1.05869468831667;7;20;290;6;10;350;continuous
ring;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784078454313002;train;2.13415173166667;3;20;106;20;20;5180;binomial
ring;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125104346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763172937019331;test;2.13415173166667;3;20;106;20;20;5180;binomial
irish;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88048292378859;train;0.597463116666667;10;4;86;4;4;350;binomial
irish;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114628_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827900912646675;test;0.597463116666667;10;4;86;4;4;350;binomial
saheart;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.772617339618774;train;0.917566901666667;7;9;134;8;9;324;binomial
saheart;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837314558712597;test;0.917566901666667;7;9;134;8;9;324;binomial
561_cpu;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.105527219435787;train;0.724908158333333;12;35;544;7;7;147;continuous
561_cpu;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.114348028811666;test;0.724908158333333;12;35;544;7;7;147;continuous
658_fri_c3_250_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126105814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251656809424489;train;1.862490045;8;260;536;16;25;175;continuous
658_fri_c3_250_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126105814_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460727464669289;test;1.862490045;8;260;536;16;25;175;continuous
phoneme;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813285845866304;train;1.06225847;3;160;326;5;5;3783;binomial
phoneme;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815875565402012;test;1.06225847;3;160;326;5;5;3783;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.551335443389417;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497883162768031;test;;-Inf;-Inf;;1;1;849;binomial
allrep;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125182500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966544880174292;train;3.83571666166667;20;244;528;13;24;2641;multinomial
allrep;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125182500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.962731323365715;test;3.83571666166667;20;244;528;13;24;2641;multinomial
615_fri_c4_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815688844040432;train;0.2072482;5;45;250;3;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.898422894370039;test;0.2072482;5;45;250;3;9;175;continuous
analcatdata_germangss;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722337712134685;train;0.204531683333333;12;5;126;1;5;280;multinomial
analcatdata_germangss;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.736936852847471;test;0.204531683333333;12;5;126;1;5;280;multinomial
678_visualizing_environmental;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788694930392983;train;1.55270522;6;220;452;3;3;78;continuous
678_visualizing_environmental;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.692544229361183;test;1.55270522;6;220;452;3;3;78;continuous
cloud;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.641887125220459;train;0.722016441666667;3;160;326;4;5;76;multinomial
cloud;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.454545454545455;test;0.722016441666667;3;160;326;4;5;76;multinomial
706_sleuth_case1202;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602330583720573;train;0.597510478333333;12;30;554;4;6;66;continuous
706_sleuth_case1202;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535123277942673;test;0.597510478333333;12;30;554;4;6;66;continuous
spambase;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984620590457489;train;2.64091394;3;160;326;55;55;3221;binomial
spambase;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976951658176982;test;2.64091394;3;160;326;55;55;3221;binomial
690_visualizing_galaxy;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319126955943378;train;0.233550948333333;3;6;48;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145549_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339647580444771;test;0.233550948333333;3;6;48;3;3;227;continuous
clean2;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.53921148581277;train;27.0612360383167;5;85;220;91;105;4619;binomial
clean2;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124181329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.516816472480654;test;27.0612360383167;5;85;220;91;105;4619;binomial
593_fri_c1_1000_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806191491628202;train;0.328430798333333;8;50;376;7;10;700;continuous
593_fri_c1_1000_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868572888945456;test;0.328430798333333;8;50;376;7;10;700;continuous
hypothyroid;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125200120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97698865566198;train;3.618455505;10;300;620;11;21;2215;binomial
hypothyroid;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125200120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975529604242475;test;3.618455505;10;300;620;11;21;2215;binomial
607_fri_c4_1000_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815557199878447;train;0.235422465;3;90;186;6;50;700;continuous
607_fri_c4_1000_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873032954641703;test;0.235422465;3;90;186;6;50;700;continuous
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.606374654546665;train;3.72457880833333;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.50856102003643;test;3.72457880833333;20;500;1040;1;1;849;binomial
breast_cancer;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.762032390510949;train;1.511538035;10;300;620;7;9;201;binomial
breast_cancer;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679315476190476;test;1.511538035;10;300;620;7;9;201;binomial
582_fri_c1_500_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825203900545163;train;3.25636449666667;10;50;444;6;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125133351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.879835045789451;test;3.25636449666667;10;50;444;6;25;350;continuous
663_rabe_266;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.109167340958557;train;1.479831405;6;220;452;2;2;84;continuous
663_rabe_266;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.113670648999029;test;1.479831405;6;220;452;2;2;84;continuous
fars;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861467605487825;train;54.26779713;0;100;200;5;21;70678;multinomial
fars;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844249451030238;test;54.26779713;0;100;200;5;21;70678;multinomial
634_fri_c2_100_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45332813975101;train;1.60392291333333;8;260;536;2;9;70;continuous
634_fri_c2_100_10;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124194912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.578627990743545;test;1.60392291333333;8;260;536;2;9;70;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994708994708995;train;1.45953981;3;21;124;15;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170735_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985347985347985;test;1.45953981;3;21;124;15;21;399;binomial
583_fri_c1_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834101528952702;train;0.741333813333333;5;93;234;19;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8503992014086;test;0.741333813333333;5;93;234;19;50;700;continuous
hungarian;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916327595200835;train;0.292854085;5;45;250;3;12;206;binomial
hungarian;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862803234501348;test;0.292854085;5;45;250;3;12;206;binomial
heart_h;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961849957374254;train;0.442370393333333;7;48;334;12;12;206;binomial
heart_h;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125130445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850526315789474;test;0.442370393333333;7;48;334;12;12;206;binomial
dermatology;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999499374217772;train;0.554709103333333;6;26;260;18;26;257;multinomial
dermatology;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97341337674671;test;0.554709103333333;6;26;260;18;26;257;multinomial
603_fri_c0_250_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.424870339106159;train;0.428895171666667;6;150;312;27;50;175;continuous
603_fri_c0_250_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125195542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.59285275518033;test;0.428895171666667;6;150;312;27;50;175;continuous
bupa;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656376483501406;train;0.420517958333333;13;20;406;5;5;242;binomial
bupa;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781155015197568;test;0.420517958333333;13;20;406;5;5;242;binomial
prnn_fglass;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997577492535476;train;0.878274588333333;3;160;326;8;9;144;multinomial
prnn_fglass;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126110511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952269841269841;test;0.878274588333333;3;160;326;8;9;144;multinomial
page_blocks;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978703947089477;train;25.0567440983333;11;7;162;7;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986735321831329;test;25.0567440983333;11;7;162;7;7;3832;multinomial
allhypo;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124191433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.843757181334501;train;32.123143325;9;25;358;18;25;2639;multinomial
allhypo;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124191433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852202581369248;test;32.123143325;9;25;358;18;25;2639;multinomial
602_fri_c3_250_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834444231700404;train;2.74141855833333;11;320;662;9;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847007378078977;test;2.74141855833333;11;320;662;9;9;175;continuous
analcatdata_lawsuit;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998823529411765;train;0.660438196666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99;test;0.660438196666667;3;160;326;2;4;185;binomial
602_fri_c3_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83239414042505;train;1.11852856333333;7;18;264;6;9;175;continuous
602_fri_c3_250_10;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.867909746112903;test;1.11852856333333;7;18;264;6;9;175;continuous
1196_BNG_pharynx;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660863130793911;train;30.3134646766667;5;20;216;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124161213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662324024854946;test;30.3134646766667;5;20;216;10;10;700000;continuous
pendigits;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997800844147294;train;0.749241653333333;3;16;90;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996634677088322;test;0.749241653333333;3;16;90;16;16;7695;multinomial
waveform_40;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969490055434249;train;2.632986335;6;220;452;19;40;3500;multinomial
waveform_40;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97251013845503;test;2.632986335;6;220;452;19;40;3500;multinomial
ionosphere;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954474872953134;train;0.769708666666667;10;127;468;16;32;246;binomial
ionosphere;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202941_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825186412593206;test;0.769708666666667;10;127;468;16;32;246;binomial
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687_sleuth_ex1605;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.672582530737171;test;1.63281246833333;20;285;612;2;5;44;continuous
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Hill_Valley_without_noise;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.456421595725078;test;0.0453512616666667;3;4;32;1;1;849;binomial
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620_fri_c1_1000_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145256_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230096225785037;train;5.03042242998333;14;348;724;4;25;700;continuous
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230_machine_cpu;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24796583077103;test;1.39238751833333;8;244;504;6;6;147;continuous
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659_sleuth_ex1714;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457479627276469;train;2.08170441666667;17;364;762;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180250_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783177372379122;test;2.08170441666667;17;364;762;1;2;33;continuous
penguins;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99952224952225;train;0.636995923333333;3;160;326;4;7;241;multinomial
penguins;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.636995923333333;3;160;326;4;7;241;multinomial
coil2000;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.715113666237331;train;3.52918746;12;139;544;2;59;6876;binomial
coil2000;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172848_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700935675334467;test;3.52918746;12;139;544;2;59;6876;binomial
biomed;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978145424836601;train;0.602172333333333;6;8;104;5;8;147;binomial
biomed;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866228070175439;test;0.602172333333333;6;8;104;5;8;147;binomial
wdbc;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997276573241671;train;0.679327225;3;160;326;10;21;399;binomial
wdbc;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993634528799876;test;0.679327225;3;160;326;10;21;399;binomial
waveform_40;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961296413547269;train;0.584294286666667;6;40;262;15;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124195304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962569709009543;test;0.584294286666667;6;40;262;15;40;3500;multinomial
635_fri_c0_250_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537774263350423;train;0.839417861666667;3;160;326;5;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.526592440689893;test;0.839417861666667;3;160;326;5;10;175;continuous
clean1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.428597465;3;112;230;95;95;334;binomial
clean1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.428597465;3;112;230;95;95;334;binomial
529_pollen;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432480986581189;train;0.0887843683333333;3;20;148;4;4;2694;continuous
529_pollen;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439076243361584;test;0.0887843683333333;3;20;148;4;4;2694;continuous
597_fri_c2_500_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215013496581142;train;1.56251616666667;7;240;494;5;5;350;continuous
597_fri_c2_500_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161144_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330841951702808;test;1.56251616666667;7;240;494;5;5;350;continuous
609_fri_c0_1000_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185472610179151;train;2.81839273;13;344;714;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400306556512801;test;2.81839273;13;344;714;5;5;700;continuous
adult;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918255600799804;train;32.3497581483333;8;260;536;11;12;34190;binomial
adult;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907010461073585;test;32.3497581483333;8;260;536;11;12;34190;binomial
658_fri_c3_250_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.211006864100342;train;2.94386624998333;14;364;756;4;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362244228961158;test;2.94386624998333;14;364;756;4;25;175;continuous
contraceptive;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734129934367318;train;0.247854023316667;10;9;188;4;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.69362607755571;test;0.247854023316667;10;9;188;4;9;1032;multinomial
confidence;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954761904761905;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830923215733406;train;0.674220641666667;3;72;150;18;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852740411597101;test;0.674220641666667;3;72;150;18;100;700;continuous
schizo;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.651134082490015;train;1.71592149331667;10;252;524;12;13;238;multinomial
schizo;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.552466310704297;test;1.71592149331667;10;252;524;12;13;238;multinomial
wine_recognition;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.798316743333333;3;144;294;5;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125092018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998556998556998;test;0.798316743333333;3;144;294;5;13;125;multinomial
lupus;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84945054945055;train;0.202255655;11;8;192;1;2;61;binomial
lupus;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875816993464052;test;0.202255655;11;8;192;1;2;61;binomial
heart_c;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922858158549591;train;0.658628201666667;3;160;326;13;13;213;binomial
heart_c;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911398705823793;test;0.658628201666667;3;160;326;13;13;213;binomial
buggyCrx;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933645535622052;train;2.52229501333333;11;14;308;14;14;483;binomial
buggyCrx;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871938075641779;test;2.52229501333333;11;14;308;14;14;483;binomial
allhyper;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992018961733924;train;2.37101139;3;160;326;16;24;2640;multinomial
allhyper;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985314685314685;test;2.37101139;3;160;326;16;24;2640;multinomial
churn;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967229655102419;train;3.43068904166667;3;160;326;15;15;3500;binomial
churn;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90300850278383;test;3.43068904166667;3;160;326;15;15;3500;binomial
mnist;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.557442237354578;train;40.4246921966667;0;5;10;10;526;49000;multinomial
mnist;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125100052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.556248732082793;test;40.4246921966667;0;5;10;10;526;49000;multinomial
dermatology;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987229407129282;train;1.17350169166667;3;160;326;10;26;257;multinomial
dermatology;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124155606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972040523358353;test;1.17350169166667;3;160;326;10;26;257;multinomial
wine_quality_white;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.653115489136471;train;9.91772108166667;20;404;848;8;11;3429;multinomial
wine_quality_white;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.62866927648898;test;9.91772108166667;20;404;848;8;11;3429;multinomial
wine_quality_white;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.659193474318923;train;6.18003062666667;6;11;122;1;11;3429;multinomial
wine_quality_white;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.594745256831279;test;6.18003062666667;6;11;122;1;11;3429;multinomial
allbp;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953576597770537;train;0.84954487;10;25;410;2;25;2641;multinomial
allbp;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95817594305684;test;0.84954487;10;25;410;2;25;2641;multinomial
analcatdata_happiness;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802822978303747;train;0.783612666666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.564625850340136;test;0.783612666666667;3;160;326;1;3;42;multinomial
buggyCrx;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95113804621053;train;0.717778853333333;3;160;326;14;14;483;binomial
buggyCrx;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885557515187145;test;0.717778853333333;3;160;326;14;14;483;binomial
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233620008514458;train;1.43433683333333;6;220;452;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344687976943107;test;1.43433683333333;6;220;452;5;5;700;continuous
hypothyroid;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890191349376651;train;0.968536063333333;3;160;326;5;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203245_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868765084473049;test;0.968536063333333;3;160;326;5;20;2215;binomial
560_bodyfat;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0322147163589251;train;0.608533911666667;3;160;326;1;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0283529814958454;test;0.608533911666667;3;160;326;1;13;177;continuous
coil2000;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708114115648479;train;9.16338605166667;20;226;880;2;59;6876;binomial
coil2000;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126112900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.696805226278911;test;9.16338605166667;20;226;880;2;59;6876;binomial
1595_poker;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816492681787871;train;3.65936774;5;50;250;7;10;717507;continuous
1595_poker;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150439_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814234187012255;test;3.65936774;5;50;250;7;10;717507;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469963230230584;train;0.194961518333333;3;10;72;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446831562253164;test;0.194961518333333;3;10;72;5;5;350;continuous
clean2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97716440361581;train;0.529071513333333;3;80;166;110;110;4619;binomial
clean2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969383097121989;test;0.529071513333333;3;80;166;110;110;4619;binomial
cmc;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.695595976211854;train;3.58474196668333;9;9;170;4;9;1032;multinomial
cmc;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125115411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722242014383693;test;3.58474196668333;9;9;170;4;9;1032;multinomial
613_fri_c3_250_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792029517615382;train;1.48770386166667;6;220;452;4;5;175;continuous
613_fri_c3_250_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.806504562508876;test;1.48770386166667;6;220;452;4;5;175;continuous
new_thyroid;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.513156891666667;5;5;56;4;5;151;multinomial
new_thyroid;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200459_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998277347114556;test;0.513156891666667;5;5;56;4;5;151;multinomial
credit_a;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941719070284543;train;0.540319015;8;56;376;10;14;483;binomial
credit_a;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906715714016223;test;0.540319015;8;56;376;10;14;483;binomial
spambase;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972490636477134;train;0.3844589;3;80;166;49;53;3221;binomial
spambase;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970861470730888;test;0.3844589;3;80;166;49;53;3221;binomial
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805328758036422;train;1.962724885;8;50;356;7;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8374584759753;test;1.962724885;8;50;356;7;25;700;continuous
shuttle;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994837358805246;train;30.0065045533333;6;220;452;7;8;40600;multinomial
shuttle;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996402286401877;test;30.0065045533333;6;220;452;7;8;40600;multinomial
wdbc;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996490659755966;train;0.899236246666667;3;160;326;22;22;399;binomial
wdbc;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992820512820513;test;0.899236246666667;3;160;326;22;22;399;binomial
1030_ERA;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125151658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.745455431753806;train;0.31182221835;6;8;108;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125151658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.7908977819453;test;0.31182221835;6;8;108;4;4;700;continuous
621_fri_c0_100_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.589055203673868;train;0.902982823333333;3;160;326;6;10;70;continuous
621_fri_c0_100_10;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.58805898546909;test;0.902982823333333;3;160;326;6;10;70;continuous
analcatdata_authorship;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124190457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.00073198333333;3;160;326;70;70;589;multinomial
analcatdata_authorship;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124190457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99990481629545;test;1.00073198333333;3;160;326;70;70;589;multinomial
yeast;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875983933824254;train;0.163060531666667;5;8;88;6;8;1036;multinomial
yeast;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112616_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866501798096683;test;0.163060531666667;5;8;88;6;8;1036;multinomial
594_fri_c2_100_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830689925938413;train;0.913652903333333;3;160;326;1;5;70;continuous
594_fri_c2_100_5;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.12484321091548;test;0.913652903333333;3;160;326;1;5;70;continuous
crx;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910645522649303;train;0.35990391;6;52;292;5;13;483;binomial
crx;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921214953271028;test;0.35990391;6;52;292;5;13;483;binomial
backache;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978977272727273;train;4.21616122833333;20;500;1040;10;31;126;binomial
backache;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124201524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.562962962962963;test;4.21616122833333;20;500;1040;10;31;126;binomial
wine_quality_white;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.65436735893433;train;0.343417248333333;8;11;158;2;11;3429;multinomial
wine_quality_white;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.629102669617995;test;0.343417248333333;8;11;158;2;11;3429;multinomial
649_fri_c0_500_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.221810569744414;train;1.33853485166667;10;236;492;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392724903657461;test;1.33853485166667;10;236;492;5;5;350;continuous
fars;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887329897304419;train;35.0412664483333;1;120;242;21;21;70678;multinomial
fars;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899192765926613;test;35.0412664483333;1;120;242;21;21;70678;multinomial
1196_BNG_pharynx;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125132507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656542237478638;train;7.80955979166667;10;50;460;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125132507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658501913883769;test;7.80955979166667;10;50;460;10;10;700000;continuous
schizo;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970825663445314;train;4.9968137;20;500;1040;9;13;238;multinomial
schizo;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.497902494331066;test;4.9968137;20;500;1040;9;13;238;multinomial
fars;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915817739003309;train;34.1969531266667;1;120;242;21;21;70678;multinomial
fars;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125171636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895315065876952;test;34.1969531266667;1;120;242;21;21;70678;multinomial
titanic;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.859210940017002;train;3.19467044333333;10;299;618;7;7;1545;binomial
titanic;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.789964530332681;test;3.19467044333333;10;299;618;7;7;1545;binomial
643_fri_c2_500_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858555896184838;train;0.700232031666667;10;125;480;7;25;350;continuous
643_fri_c2_500_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162243_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89843678014121;test;0.700232031666667;10;125;480;7;25;350;continuous
cleveland;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817609148686072;train;1.497023205;5;200;410;12;13;213;multinomial
cleveland;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.592274952919021;test;1.497023205;5;200;410;12;13;213;multinomial
647_fri_c1_250_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125132125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805509536601337;train;0.289917846666667;6;50;292;7;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125132125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84085480943859;test;0.289917846666667;6;50;292;7;10;175;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790985036515668;train;0.17106659;3;90;186;5;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122622_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.879259258346595;test;0.17106659;3;90;186;5;25;350;continuous
620_fri_c1_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844799569195698;train;1.27796598833333;5;200;410;19;25;700;continuous
620_fri_c1_1000_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843110244668524;test;1.27796598833333;5;200;410;19;25;700;continuous
clean1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.41466419;3;34;74;2;88;334;binomial
clean1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125092507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.41466419;3;34;74;2;88;334;binomial
665_sleuth_case2002;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659689691171469;train;0.629355315;3;160;326;1;6;103;continuous
665_sleuth_case2002;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.664469995935505;test;0.629355315;3;160;326;1;6;103;continuous
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.511012506386476;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126105557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.505208971687707;test;;-Inf;-Inf;;1;1;849;binomial
german;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838110764804603;train;1.88021652333333;20;80;880;19;20;700;binomial
german;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124170252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.721149110807114;test;1.88021652333333;20;80;880;19;20;700;binomial
wine_quality_white;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.652630448378682;train;26.45376208;15;11;332;3;11;3429;multinomial
wine_quality_white;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.602465611161195;test;26.45376208;15;11;332;3;11;3429;multinomial
574_house_16H;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124190045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485168856763865;train;5.53381149666667;12;292;608;15;15;15949;continuous
574_house_16H;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124190045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466694702190227;test;5.53381149666667;12;292;608;15;15;15949;continuous
analcatdata_lawsuit;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996628131021195;train;0.18445079;3;4;30;2;4;185;binomial
analcatdata_lawsuit;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.18445079;3;4;30;2;4;185;binomial
adult;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897399712865392;train;23.372619355;15;240;510;10;12;34190;binomial
adult;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893733268156844;test;23.372619355;15;240;510;10;12;34190;binomial
598_fri_c0_1000_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510403896111311;train;2.185062375;7;50;314;15;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.565857961972873;test;2.185062375;7;50;314;15;25;700;continuous
movement_libras;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99858432349548;train;1.43563000333333;3;160;326;21;21;252;multinomial
movement_libras;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957139167836447;test;1.43563000333333;3;160;326;21;21;252;multinomial
clean1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.416355088333333;3;112;230;1;92;334;binomial
clean1;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180018_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.416355088333333;3;112;230;1;92;334;binomial
pendigits;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99822511979012;train;0.718357275;3;16;92;16;16;7695;multinomial
pendigits;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174149_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997398715816747;test;0.718357275;3;16;92;16;16;7695;multinomial
hypothyroid;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998734377471919;train;2.02210898166667;3;160;326;20;20;2215;binomial
hypothyroid;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125093351_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980919953745343;test;2.02210898166667;3;160;326;20;20;2215;binomial
649_fri_c0_500_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473449945745771;train;0.256631771666667;3;10;72;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434117491748593;test;0.256631771666667;3;10;72;5;5;350;continuous
mfeat_morphological;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91633779952413;train;0.738666265;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125180253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915895141246649;test;0.738666265;3;2;16;2;2;1400;multinomial
657_fri_c2_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787470080187093;train;0.823044063333333;3;160;326;10;10;175;continuous
657_fri_c2_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841281541334385;test;0.823044063333333;3;160;326;10;10;175;continuous
vowel;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97455031845481;train;0.29528707;5;13;140;13;13;693;multinomial
vowel;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949678207478187;test;0.29528707;5;13;140;13;13;693;multinomial
561_cpu;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.106970870183214;train;1.26046219666667;6;220;452;4;7;147;continuous
561_cpu;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167411330172085;test;1.26046219666667;6;220;452;4;7;147;continuous
cars;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857150375623282;train;0.840342443333333;5;7;78;5;7;275;multinomial
cars;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150216_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820653616304716;test;0.840342443333333;5;7;78;5;7;275;multinomial
Hill_Valley_with_noise;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.539366450524072;train;0.0334579183333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.526300578034682;test;0.0334579183333333;3;4;32;1;1;849;binomial
analcatdata_creditscore;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0572206683333333;3;24;70;5;6;70;binomial
analcatdata_creditscore;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124165244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0572206683333333;3;24;70;5;6;70;binomial
glass;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885843341665671;train;0.137553188333333;5;9;98;5;9;144;multinomial
glass;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126083143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881753968253968;test;0.137553188333333;5;9;98;5;9;144;multinomial
605_fri_c2_250_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86778629183757;train;0.169306763333333;3;90;186;2;25;175;continuous
605_fri_c2_250_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125170611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.921895771342752;test;0.169306763333333;3;90;186;2;25;175;continuous
adult;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899490022651009;train;33.9098644716667;2;12;56;12;12;34190;binomial
adult;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170224_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895706725553613;test;33.9098644716667;2;12;56;12;12;34190;binomial
waveform_21;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967634677214821;train;1.64836237166667;3;160;326;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965316998081739;test;1.64836237166667;3;160;326;21;21;3500;multinomial
706_sleuth_case1202;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393169979831656;train;0.990893405;5;200;410;4;6;66;continuous
706_sleuth_case1202;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.735506975198578;test;0.990893405;5;200;410;4;6;66;continuous
618_fri_c3_1000_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834544640040879;train;0.572805791666667;3;72;150;4;50;700;continuous
618_fri_c3_1000_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.885251125440875;test;0.572805791666667;3;72;150;4;50;700;continuous
nikuradse_1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.198242019285398;train;0.0810614216666667;3;10;80;2;2;254;continuous
nikuradse_1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.19561571725143;test;0.0810614216666667;3;10;80;2;2;254;continuous
pima;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126091344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.849541476864061;train;1.466282915;20;32;870;8;8;538;binomial
pima;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126091344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811590436590437;test;1.466282915;20;32;870;8;8;538;binomial
clean1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897173913043478;train;1.64357931333333;9;280;578;50;95;334;binomial
clean1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124155746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891228070175439;test;1.64357931333333;9;280;578;50;95;334;binomial
hepatitis;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952380952380952;train;1.49272512333333;17;72;762;12;18;109;binomial
hepatitis;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.641558441558442;test;1.49272512333333;17;72;762;12;18;109;binomial
628_fri_c3_1000_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820895316301997;train;0.34117732;8;25;366;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.893939492699935;test;0.34117732;8;25;366;5;5;700;continuous
sonar;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125154727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91203007518797;train;1.20308484833333;6;220;452;60;60;146;binomial
sonar;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125154727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878306878306878;test;1.20308484833333;6;220;452;60;60;146;binomial
allbp;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973226268433806;train;30.3167691633333;7;25;274;23;25;2641;multinomial
allbp;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124164619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984177459142769;test;30.3167691633333;7;25;274;23;25;2641;multinomial
643_fri_c2_500_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851912351279005;train;1.654579995;7;50;318;25;25;350;continuous
643_fri_c2_500_25;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135815_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.877034744914911;test;1.654579995;7;50;318;25;25;350;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.381984195991926;train;0.1154528;5;10;112;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125200056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49197063635893;test;0.1154528;5;10;112;1;2;33;continuous
fars;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813088882387805;train;6.02178555333333;3;21;112;2;21;70678;multinomial
fars;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144238_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82212098520045;test;6.02178555333333;3;21;112;2;21;70678;multinomial
665_sleuth_case2002;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124191408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599211266135721;train;0.756900451666667;3;160;326;1;6;103;continuous
665_sleuth_case2002;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124191408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.78780132616054;test;0.756900451666667;3;160;326;1;6;103;continuous
1030_ERA;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.735738202188979;train;1.053619035;11;8;188;4;4;700;continuous
1030_ERA;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787886067594786;test;1.053619035;11;8;188;4;4;700;continuous
analcatdata_aids;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87171052631579;train;1.84827501333333;20;294;628;3;3;35;binomial
analcatdata_aids;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.685185185185185;test;1.84827501333333;20;294;628;3;3;35;binomial
wine_recognition;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0647580083333333;3;13;56;9;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124162953_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993181818181818;test;0.0647580083333333;3;13;56;9;13;125;multinomial
phoneme;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793022488587072;train;0.398419916666667;9;20;292;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125145733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798002831221123;test;0.398419916666667;9;20;292;5;5;3783;binomial
547_no2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.640563316446207;train;1.95446779666667;20;324;688;7;7;350;continuous
547_no2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.607010914106896;test;1.95446779666667;20;324;688;7;7;350;continuous
contraceptive;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741500419333405;train;0.252610131666667;11;9;206;8;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.699441496572644;test;0.252610131666667;11;9;206;8;9;1032;multinomial
593_fri_c1_1000_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209778341832788;train;2.66695491833333;14;348;724;8;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352417586197973;test;2.66695491833333;14;348;724;8;10;700;continuous
vowel;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968772256562558;train;0.503441846666667;9;13;240;9;13;693;multinomial
vowel;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96028006767769;test;0.503441846666667;9;13;240;9;13;693;multinomial
shuttle;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919415876816156;train;3.42441111333333;13;7;190;3;7;40600;multinomial
shuttle;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912370604651027;test;3.42441111333333;13;7;190;3;7;40600;multinomial
analcatdata_boxing1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644135802469136;train;0.207184655;11;3;72;1;3;84;binomial
analcatdata_boxing1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.517361111111111;test;0.207184655;11;3;72;1;3;84;binomial
cars;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126105833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801865123897617;train;0.721284585;3;160;326;5;6;275;multinomial
cars;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126105833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781265664160401;test;0.721284585;3;160;326;5;6;275;multinomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999298131951193;train;0.840303405;3;160;326;10;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984395604395604;test;0.840303405;3;160;326;10;21;399;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0627066466666667;3;16;76;2;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100704_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873333333333333;test;0.0627066466666667;3;16;76;2;4;185;binomial
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914461535419246;train;1.82715283333333;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165505_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916479637128154;test;1.82715283333333;3;18;122;9;9;81648;continuous
australian;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922219713025049;train;1.01870026333333;5;200;410;5;14;483;binomial
australian;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93421052631579;test;1.01870026333333;5;200;410;5;14;483;binomial
666_rmftsa_ladata;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49922740839497;train;1.31652354833333;18;50;796;6;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.740929234850884;test;1.31652354833333;18;50;796;6;10;356;continuous
695_chatfield_4;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126114445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.356184963528881;train;1.44229176;5;200;410;7;10;165;continuous
695_chatfield_4;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126114445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.353972130058233;test;1.44229176;5;200;410;7;10;165;continuous
621_fri_c0_100_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522801228894912;train;2.19265414833333;20;371;784;10;10;70;continuous
621_fri_c0_100_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.40619219081291;test;2.19265414833333;20;371;784;10;10;70;continuous
665_sleuth_case2002;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677152222350377;train;0.705107963333333;3;160;326;1;6;103;continuous
665_sleuth_case2002;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125165235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.754253759825568;test;0.705107963333333;3;160;326;1;6;103;continuous
mnist;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994044142917884;train;282.637314174983;0;100;200;653;664;49000;multinomial
mnist;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993266599443758;test;282.637314174983;0;100;200;653;664;49000;multinomial
fars;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885607394651505;train;46.5019535666667;0;100;200;10;21;70678;multinomial
fars;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86812497813758;test;46.5019535666667;0;100;200;10;21;70678;multinomial
mnist;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994771560810454;train;189.67506765;0;100;200;586;591;49000;multinomial
mnist;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124175305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993918236160924;test;189.67506765;0;100;200;586;591;49000;multinomial
603_fri_c0_250_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52267648462384;train;0.806910041666667;3;160;326;11;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155528_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.566458713323421;test;0.806910041666667;3;160;326;11;50;175;continuous
glass;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993530997304582;train;0.640704586666667;3;160;326;8;9;144;multinomial
glass;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124191352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918399495904222;test;0.640704586666667;3;160;326;8;9;144;multinomial
buggyCrx;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945058461325585;train;0.621067316666667;3;160;326;13;14;483;binomial
buggyCrx;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126093951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.903934300993125;test;0.621067316666667;3;160;326;13;14;483;binomial
analcatdata_bankruptcy;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993421052631579;train;0.469235015;3;144;294;2;2;35;binomial
analcatdata_bankruptcy;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907407407407407;test;0.469235015;3;144;294;2;2;35;binomial
allhypo;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861139461666145;train;20.8467422466667;8;24;338;20;24;2639;multinomial
allhypo;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792450031148547;test;20.8467422466667;8;24;338;20;24;2639;multinomial
210_cloud;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.285178834715035;train;1.34625917666667;5;200;410;5;5;76;continuous
210_cloud;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.279999723152791;test;1.34625917666667;5;200;410;5;5;76;continuous
mfeat_morphological;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950876286391866;train;0.0503226966666667;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939545198893417;test;0.0503226966666667;3;3;24;3;3;1400;multinomial
582_fri_c1_500_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803581421196163;train;0.899526316666667;3;160;326;5;25;350;continuous
582_fri_c1_500_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864392004341731;test;0.899526316666667;3;160;326;5;25;350;continuous
195_auto_price;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.397153652243978;train;0.734173845;3;160;326;7;10;112;continuous
195_auto_price;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467816864049391;test;0.734173845;3;160;326;7;10;112;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452571333093885;train;0.362857268333333;6;125;312;15;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.588316071587941;test;0.362857268333333;6;125;312;15;25;350;continuous
waveform_40;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981790723682317;train;3.58946166666667;3;160;326;40;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971362811221337;test;3.58946166666667;3;160;326;40;40;3500;multinomial
1096_FacultySalaries;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223951011056967;train;0.61903539;3;160;326;1;2;35;continuous
1096_FacultySalaries;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.895520191616835;test;0.61903539;3;160;326;1;2;35;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125094552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804996042474331;train;0.628399778333333;7;18;266;8;9;175;continuous
615_fri_c4_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125094552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823086862497424;test;0.628399778333333;7;18;266;8;9;175;continuous
calendarDOW;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984918531444025;train;1.98188690166667;10;300;620;8;15;280;multinomial
calendarDOW;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839961224489796;test;1.98188690166667;10;300;620;8;15;280;multinomial
588_fri_c4_1000_100;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248632040598791;train;1.66954616666667;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31360561751565;test;1.66954616666667;3;160;326;5;100;700;continuous
buggyCrx;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914448931690311;train;0.44470725;7;52;334;5;13;483;binomial
buggyCrx;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918804243008679;test;0.44470725;7;52;334;5;13;483;binomial
602_fri_c3_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799039541708349;train;1.43017928335;9;18;338;8;9;175;continuous
602_fri_c3_250_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874275215330278;test;1.43017928335;9;18;338;8;9;175;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503338497314123;train;0.167832716666667;3;85;176;8;25;700;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.497594929565076;test;0.167832716666667;3;85;176;8;25;700;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.978462331551896;train;0.212931008333333;3;10;76;0;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.974380738843869;test;0.212931008333333;3;10;76;0;5;70;continuous
analcatdata_aids;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125181746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87171052631579;train;0.0758857083333333;3;3;24;2;3;35;binomial
analcatdata_aids;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125181746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.555555555555556;test;0.0758857083333333;3;3;24;2;3;35;binomial
breast_cancer;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.793387443303891;train;0.753973106666667;3;160;326;8;9;201;binomial
breast_cancer;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.660365058670143;test;0.753973106666667;3;160;326;8;9;201;binomial
vehicle;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94344836593784;train;1.25576509;3;160;326;13;13;593;multinomial
vehicle;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125174156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938418634361957;test;1.25576509;3;160;326;13;13;593;multinomial
segmentation;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9992650769683;train;1.60330707666667;3;160;326;10;14;1617;multinomial
segmentation;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124152743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998512049205149;test;1.60330707666667;3;160;326;10;14;1617;multinomial
228_elusage;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125124928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528009796024426;train;0.0650613183333333;5;2;24;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125124928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.363319012679749;test;0.0650613183333333;5;2;24;1;1;39;continuous
344_mv;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.136349308794433;train;6.29083891;6;220;452;7;10;28538;continuous
344_mv;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135620126116025;test;6.29083891;6;220;452;7;10;28538;continuous
637_fri_c1_500_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265362613767321;train;2.93496921166667;10;300;620;19;50;350;continuous
637_fri_c1_500_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410506082466418;test;2.93496921166667;10;300;620;19;50;350;continuous
hepatitis;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875338753387534;train;0.881582415;5;200;410;18;19;109;binomial
hepatitis;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.790243902439024;test;0.881582415;5;200;410;18;19;109;binomial
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712_chscase_geyser1;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.572669224146624;train;0.067261695;3;10;80;2;2;156;continuous
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562_cpu_small;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126090209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316767835057464;train;1.91480116333333;5;24;186;3;12;5735;continuous
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586_fri_c3_1000_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125121607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789120267209179;test;1.90772058166667;9;264;546;5;25;700;continuous
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lupus;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88562091503268;train;0.586695956666667;3;160;326;1;2;61;binomial
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ann_thyroid;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999778761226653;train;2.32197468166667;3;160;326;17;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999464239176972;test;2.32197468166667;3;160;326;17;21;5040;multinomial
ann_thyroid;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990945198659341;train;22.398417245;5;20;174;3;20;5040;multinomial
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605_fri_c2_250_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124201331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850301133778745;train;2.80488290833333;10;300;620;24;25;175;continuous
605_fri_c2_250_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124201331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914771224815253;test;2.80488290833333;10;300;620;24;25;175;continuous
auto;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969071067821068;train;1.660992495;6;220;452;16;20;142;multinomial
auto;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124204856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883988061627813;test;1.660992495;6;220;452;16;20;142;multinomial
analcatdata_bankruptcy;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993464052287582;train;0.720111715;3;160;326;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;test;0.720111715;3;160;326;3;3;35;binomial
movement_libras;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981563122128032;train;1.16861833666667;10;22;410;9;22;252;multinomial
movement_libras;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902051938235612;test;1.16861833666667;10;22;410;9;22;252;multinomial
wdbc;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969387755102041;train;0.641652275;3;160;326;7;22;399;binomial
wdbc;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125093649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970989010989011;test;0.641652275;3;160;326;7;22;399;binomial
satimage;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973857633432356;train;7.07461352666667;8;244;504;21;25;4505;multinomial
satimage;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174831_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973389680162431;test;7.07461352666667;8;244;504;21;25;4505;multinomial
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271296860230068;train;3.10581349666667;8;244;504;23;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419920715612736;test;3.10581349666667;8;244;504;23;25;700;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523316362065501;train;1.26560553501667;6;20;254;10;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516118497991966;test;1.26560553501667;6;20;254;10;10;175;continuous
706_sleuth_case1202;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.553493375096239;train;2.807710685;10;294;608;6;6;66;continuous
706_sleuth_case1202;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125111954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474667190865575;test;2.807710685;10;294;608;6;6;66;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146090367426326;train;2.63132898666667;12;340;704;4;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124181912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282173679174306;test;2.63132898666667;12;340;704;4;5;700;continuous
churn;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872081426028355;train;2.72460165833333;10;220;460;10;15;3500;binomial
churn;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840347752106984;test;2.72460165833333;10;220;460;10;15;3500;binomial
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125181924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.229699957813505;train;0.388843806666667;5;6;72;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125181924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.176732231014818;test;0.388843806666667;5;6;72;3;3;333;continuous
547_no2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668482990181426;train;1.15595328;6;220;452;7;7;350;continuous
547_no2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.668022261816993;test;1.15595328;6;220;452;7;7;350;continuous
allbp;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982653216265023;train;0.941241333333333;10;25;406;17;25;2641;multinomial
allbp;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970940959409594;test;0.941241333333333;10;25;406;17;25;2641;multinomial
609_fri_c0_1000_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124182955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483802019196504;train;0.907452345;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124182955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486466278044789;test;0.907452345;3;160;326;5;5;700;continuous
breast_cancer;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125181934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747044917257683;train;1.94263042833333;13;9;238;5;9;201;binomial
breast_cancer;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125181934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.718333333333333;test;1.94263042833333;13;9;238;5;9;201;binomial
banana;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.548662909390762;train;0.091271;3;2;16;2;2;3710;binomial
banana;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.537299935979513;test;0.091271;3;2;16;2;2;3710;binomial
192_vineyard;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.6234071121474;train;0.04251701835;3;4;32;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504668891359163;test;0.04251701835;3;4;32;2;2;37;continuous
542_pollution;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475148874963092;train;0.159808971666667;3;55;176;9;11;42;continuous
542_pollution;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.08268189014223;test;0.159808971666667;3;55;176;9;11;42;continuous
573_cpu_act;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15765156985933;train;4.66632475166667;3;160;326;17;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182226342025512;test;4.66632475166667;3;160;326;17;17;5735;continuous
churn;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968451743393338;train;5.96484714166667;10;300;620;10;15;3500;binomial
churn;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124185203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918538468782371;test;5.96484714166667;10;300;620;10;15;3500;binomial
706_sleuth_case1202;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441250540111838;train;0.6861505;3;160;326;1;6;66;continuous
706_sleuth_case1202;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125171908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.753484626752289;test;0.6861505;3;160;326;1;6;66;continuous
641_fri_c1_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832930277401649;train;0.393819055;8;50;376;3;10;350;continuous
641_fri_c1_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.902812360629557;test;0.393819055;8;50;376;3;10;350;continuous
712_chscase_geyser1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428253311099912;train;0.546550961666667;3;160;326;2;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437693341171833;test;0.546550961666667;3;160;326;2;2;156;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.304506063850058;train;3.96730251;20;452;944;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.178831835142393;test;3.96730251;20;452;944;3;3;333;continuous
spambase;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919713498422241;train;20.085404755;20;52;850;8;53;3221;binomial
spambase;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125143647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923958248747397;test;20.085404755;20;52;850;8;53;3221;binomial
537_houses;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607003693820505;train;0.17049625;3;25;156;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601854965757282;test;0.17049625;3;25;156;5;5;14448;continuous
613_fri_c3_250_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803774305744656;train;0.30898589;8;25;366;3;5;175;continuous
613_fri_c3_250_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801666287235386;test;0.30898589;8;25;366;3;5;175;continuous
allbp;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945892364157302;train;0.504402048333333;6;25;216;1;25;2641;multinomial
allbp;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948536591633261;test;0.504402048333333;6;25;216;1;25;2641;multinomial
344_mv;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455194402371963;train;2.00801461666667;5;18;194;8;9;28538;continuous
344_mv;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.451444279689874;test;2.00801461666667;5;18;194;8;9;28538;continuous
banana;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.550040817601151;train;0.0671872166666667;3;8;64;2;2;3710;binomial
banana;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.525641005247661;test;0.0671872166666667;3;8;64;2;2;3710;binomial
621_fri_c0_100_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501203531238547;train;0.308710631666667;3;20;138;10;10;70;continuous
621_fri_c0_100_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125082502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.565316421206551;test;0.308710631666667;3;20;138;10;10;70;continuous
mfeat_factors;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124202738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999425568878654;train;1.70804127333333;3;160;326;135;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124202738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998497473975252;test;1.70804127333333;3;160;326;135;135;1400;multinomial
657_fri_c2_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845605363777706;train;0.434942828333333;8;50;376;5;10;175;continuous
657_fri_c2_250_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834545203321979;test;0.434942828333333;8;50;376;5;10;175;continuous
627_fri_c2_500_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.244740011182165;train;0.722578733333333;3;160;326;5;10;350;continuous
627_fri_c2_500_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124163629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362585876378422;test;0.722578733333333;3;160;326;5;10;350;continuous
sleep;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89046664486783;train;102.7095139;1;13;36;13;13;74136;multinomial
sleep;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888672626397913;test;102.7095139;1;13;36;13;13;74136;multinomial
breast;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.347555106666667;5;36;242;7;9;490;binomial
breast;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989699390372083;test;0.347555106666667;5;36;242;7;9;490;binomial
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833248576310603;train;1.36304153166667;5;200;410;6;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124163832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858477255426632;test;1.36304153166667;5;200;410;6;10;700;continuous
hypothyroid;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124201344_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937734757563166;train;8.97676852333333;17;20;546;16;20;2215;binomial
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650_fri_c0_500_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126100833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465891862755222;train;0.344160438333333;5;130;270;12;50;350;continuous
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695_chatfield_4;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125102458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.313223719224542;train;1.01210120833333;3;160;326;2;6;165;continuous
695_chatfield_4;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125102458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.309795433638141;test;1.01210120833333;3;160;326;2;6;165;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.04053727775721;train;0.77695057;3;160;326;2;4;70;continuous
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665_sleuth_case2002;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817691721996048;train;0.392446563333333;9;30;418;2;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733879875545545;test;0.392446563333333;9;30;418;2;6;103;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792214768536668;train;0.81466251;3;160;326;9;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170504_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.895451641578576;test;0.81466251;3;160;326;9;9;175;continuous
clean1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125093621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.867995986666667;3;160;326;1;89;334;binomial
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609_fri_c0_1000_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125194902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478872471262236;train;1.29721217;5;200;410;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125194902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50144108215116;test;1.29721217;5;200;410;5;5;700;continuous
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fars;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889985773922706;train;31.55366228;11;21;400;11;21;70678;multinomial
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547_no2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125095457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.501497020461664;train;1.40566185;7;240;494;7;7;350;continuous
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wine_quality_white;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916524443421668;train;10.8022928833333;20;500;1040;11;11;3429;multinomial
wine_quality_white;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126090102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.702091332198799;test;10.8022928833333;20;500;1040;11;11;3429;multinomial
227_cpu_small;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125110137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.200701933034893;train;0.397973776666667;8;60;386;12;12;5735;continuous
227_cpu_small;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125110137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.204387006996261;test;0.397973776666667;8;60;386;12;12;5735;continuous
segmentation;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997729074521875;train;0.34526067;6;14;174;10;14;1617;multinomial
segmentation;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997327172235487;test;0.34526067;6;14;174;10;14;1617;multinomial
flags;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125091845_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951183669049166;train;0.821563865;3;160;326;19;40;125;multinomial
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4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356879091414221;train;3.24420340166667;5;200;410;68;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485367389551494;test;3.24420340166667;5;200;410;68;72;742;continuous
596_fri_c2_250_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792229633228017;train;0.204496273333333;3;10;72;5;5;175;continuous
596_fri_c2_250_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125145517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851138761195257;test;0.204496273333333;3;10;72;5;5;175;continuous
phoneme;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805687449079083;train;0.71393194;8;5;86;5;5;3783;binomial
phoneme;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792640250519099;test;0.71393194;8;5;86;5;5;3783;binomial
228_elusage;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445239483453879;train;0.61914791;3;160;326;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.42143320362835;test;0.61914791;3;160;326;1;1;39;continuous
195_auto_price;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.420442814875897;train;0.755538246666667;3;22;144;11;11;112;continuous
195_auto_price;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.410155061407986;test;0.755538246666667;3;22;144;11;11;112;continuous
dis;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.703566858605246;train;17.1344440166833;14;25;588;25;25;2641;binomial
dis;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.640913189605706;test;17.1344440166833;14;25;588;25;25;2641;binomial
593_fri_c1_1000_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.177488183229098;train;1.53229264666667;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340035739381467;test;1.53229264666667;3;160;326;10;10;700;continuous
buggyCrx;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934624279451866;train;2.59328150333333;13;14;338;13;14;483;binomial
buggyCrx;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120646_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932304725168756;test;2.59328150333333;13;14;338;13;14;483;binomial
596_fri_c2_250_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828133492144525;train;2.21488785166667;11;304;630;5;5;175;continuous
596_fri_c2_250_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852299110595547;test;2.21488785166667;11;304;630;5;5;175;continuous
605_fri_c2_250_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27231162737081;train;3.42614076666667;13;360;746;6;25;175;continuous
605_fri_c2_250_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.610021498871029;test;3.42614076666667;13;360;746;6;25;175;continuous
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605_fri_c2_250_25;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804243625297863;test;2.41191098833333;12;50;528;18;25;175;continuous
bupa;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71220612356479;train;0.29928741;9;20;302;5;5;242;binomial
bupa;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.67684766214178;test;0.29928741;9;20;302;5;5;242;binomial
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650_fri_c0_500_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487707416516212;test;0.711027081666667;3;72;150;50;50;350;continuous
contraceptive;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125095214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.723070515534626;train;5.60195690833333;11;9;206;3;9;1032;multinomial
contraceptive;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125095214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.703441537970226;test;5.60195690833333;11;9;206;3;9;1032;multinomial
tokyo1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96565443013646;train;0.97791678;6;21;202;7;21;672;binomial
tokyo1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981137032366541;test;0.97791678;6;21;202;7;21;672;binomial
dermatology;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999598263261175;train;0.812666725;3;160;326;26;26;257;multinomial
dermatology;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995978835978836;test;0.812666725;3;160;326;26;26;257;multinomial
biomed;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987854251012146;train;0.684256338333333;3;160;326;8;8;147;binomial
biomed;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125120204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953177257525084;test;0.684256338333333;3;160;326;8;8;147;binomial
mfeat_morphological;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9253793249045;train;1.71209532333333;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094110_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921209711713135;test;1.71209532333333;3;160;326;2;2;1400;multinomial
627_fri_c2_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816233518000141;train;0.870147956666667;3;160;326;10;10;350;continuous
627_fri_c2_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210636_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832485534657304;test;0.870147956666667;3;160;326;10;10;350;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125152326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.65537232456273;train;246.872507986667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125152326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.656708969042845;test;246.872507986667;0;100;200;5;10;700000;continuous
profb;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.733886216960579;train;1.64036868166667;8;260;536;4;9;471;binomial
profb;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126083025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.611375947995666;test;1.64036868166667;8;260;536;4;9;471;binomial
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227294997850211;train;3.62479329833333;17;401;836;9;10;700;continuous
595_fri_c0_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195932_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396443294924187;test;3.62479329833333;17;401;836;9;10;700;continuous
yeast;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893103844019632;train;2.597110465;9;280;578;8;8;1036;multinomial
yeast;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.872374287614274;test;2.597110465;9;280;578;8;8;1036;multinomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.678300094966762;train;0.678038403333333;3;160;326;1;3;93;binomial
analcatdata_boxing2;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.693850267379679;test;0.678038403333333;3;160;326;1;3;93;binomial
ann_thyroid;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995128418792931;train;35.24468536;5;20;190;6;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125143427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995999579062865;test;35.24468536;5;20;190;6;20;5040;multinomial
biomed;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956126482213439;train;0.841434726666667;9;8;152;6;8;147;binomial
biomed;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971428571428571;test;0.841434726666667;9;8;152;6;8;147;binomial
diabetes;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842446979557461;train;0.771978878333333;14;32;618;8;8;538;binomial
diabetes;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838947627243669;test;0.771978878333333;14;32;618;8;8;538;binomial
227_cpu_small;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.14783131552183;train;4.02644655166667;6;220;452;12;12;5735;continuous
227_cpu_small;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155027097916141;test;4.02644655166667;6;220;452;12;12;5735;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83973076452576;train;0.236056253333333;3;90;186;6;50;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114650_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822416259049353;test;0.236056253333333;3;90;186;6;50;700;continuous
satimage;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990613894411565;train;2.93296382166667;3;160;326;17;22;4505;multinomial
satimage;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981357139190065;test;2.93296382166667;3;160;326;17;22;4505;multinomial
604_fri_c4_500_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859705226350148;train;1.53677574;6;220;452;7;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849478575909691;test;1.53677574;6;220;452;7;10;350;continuous
heart_statlog;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969039888682746;train;0.619578478333333;9;52;426;11;13;189;binomial
heart_statlog;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.828641370869033;test;0.619578478333333;9;52;426;11;13;189;binomial
analcatdata_happiness;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124183118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837832840236686;train;0.209234603333333;8;3;54;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124183118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.58843537414966;test;0.209234603333333;8;3;54;1;3;42;multinomial
557_analcatdata_apnea1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257052123655603;train;0.0946345533333333;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332524347863381;test;0.0946345533333333;3;15;120;3;3;333;continuous
606_fri_c2_1000_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786611392586469;train;0.420269088333333;3;20;134;8;10;700;continuous
606_fri_c2_1000_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152411_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813841573933222;test;0.420269088333333;3;20;134;8;10;700;continuous
credit_a;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911177506821872;train;1.424896595;10;268;556;3;13;483;binomial
credit_a;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912262156448203;test;1.424896595;10;268;556;3;13;483;binomial
622_fri_c2_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808584263881686;train;0.928874758333333;8;190;396;6;50;700;continuous
622_fri_c2_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876040124452275;test;0.928874758333333;8;190;396;6;50;700;continuous
backache;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.582386363636364;train;0.65996471;3;160;326;2;31;126;binomial
backache;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.439506172839506;test;0.65996471;3;160;326;2;31;126;binomial
537_houses;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.447275895981636;train;32.4944837716667;15;400;830;6;6;14448;continuous
537_houses;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49403226751187;test;32.4944837716667;15;400;830;6;6;14448;continuous
page_blocks;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124161918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955829603581451;train;3.72139255833333;6;204;420;5;8;3832;multinomial
page_blocks;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124161918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963562686041046;test;3.72139255833333;6;204;420;5;8;3832;multinomial
695_chatfield_4;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.408590433427119;train;1.56345366666667;6;220;452;4;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125174334_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.36032479285112;test;1.56345366666667;6;220;452;4;9;165;continuous
analcatdata_cyyoung8092;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856978085351788;train;0.945178755;6;188;388;4;7;68;binomial
analcatdata_cyyoung8092;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772727272727273;test;0.945178755;6;188;388;4;7;68;binomial
haberman;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125123419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.68734335839599;train;1.27561872833333;5;200;410;1;3;215;binomial
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620_fri_c1_1000_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83053530215263;train;1.223025245;5;200;410;24;25;700;continuous
620_fri_c1_1000_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125165436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838818728513542;test;1.223025245;5;200;410;24;25;700;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807807995350103;train;1.64238948666667;5;50;230;8;25;700;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125112828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818105786612026;test;1.64238948666667;5;50;230;8;25;700;continuous
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tokyo1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97437055544878;train;0.447345811666667;6;84;292;20;21;672;binomial
tokyo1;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985970996216898;test;0.447345811666667;6;84;292;20;21;672;binomial
230_machine_cpu;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.25185670566375;train;0.21452403;3;12;88;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.33462045820689;test;0.21452403;3;12;88;6;6;147;continuous
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659_sleuth_ex1714;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.425683469529361;train;0.526357966666667;3;160;326;2;3;33;continuous
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prnn_synth;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124191515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931111111111111;train;0.603732066666667;3;160;326;2;2;175;binomial
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601_fri_c1_250_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768454875492588;train;1.06510002;3;160;326;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125144527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858807372508988;test;1.06510002;3;160;326;5;5;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.696580129173174;train;1.15914027;5;200;410;22;25;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.882756369260969;test;1.15914027;5;200;410;22;25;175;continuous
519_vinnie;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472596617629704;train;0.102813548333333;3;4;32;1;2;266;continuous
519_vinnie;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125134832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48973666533773;test;0.102813548333333;3;4;32;1;2;266;continuous
prnn_synth;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953986928104575;train;0.15674144;7;8;126;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897857142857143;test;0.15674144;7;8;126;2;2;175;binomial
228_elusage;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.480936857625117;train;0.049492345;5;2;24;1;1;39;continuous
228_elusage;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125191205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475062858169201;test;0.049492345;5;2;24;1;1;39;continuous
auto;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912307887891412;train;0.930554065016667;16;21;622;11;21;142;multinomial
auto;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842734315948602;test;0.930554065016667;16;21;622;11;21;142;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817870107145499;train;0.149141241666667;10;5;106;5;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.772641004579849;test;0.149141241666667;10;5;106;5;5;280;multinomial
cmc;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.780963841959417;train;1.66832279831667;5;200;410;8;9;1032;multinomial
cmc;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.728898433665513;test;1.66832279831667;5;200;410;8;9;1032;multinomial
glass2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.876749847839318;train;0.631695118333333;12;36;510;8;9;115;binomial
glass2;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.584347826086957;test;0.631695118333333;12;36;510;8;9;115;binomial
595_fri_c0_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48575829251453;train;1.42193183666667;5;200;410;10;10;700;continuous
595_fri_c0_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.516319769775007;test;1.42193183666667;5;200;410;10;10;700;continuous
tae;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.686789061789062;train;1.62224140835;8;260;536;5;5;106;multinomial
tae;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084936_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80484068627451;test;1.62224140835;8;260;536;5;5;106;multinomial
biomed;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992086630570595;train;0.647828988333333;3;160;326;5;8;147;binomial
biomed;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976495726495726;test;0.647828988333333;3;160;326;5;8;147;binomial
649_fri_c0_500_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455799117581503;train;0.11112124;3;25;156;4;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474361245197874;test;0.11112124;3;25;156;4;5;350;continuous
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cloud;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.285978835978836;test;0.517966865;8;7;118;1;7;76;multinomial
547_no2;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.633375220691226;train;0.937212756666667;5;200;410;7;7;350;continuous
547_no2;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.666636786154905;test;0.937212756666667;5;200;410;7;7;350;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126102312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788571729090365;train;1.63242708166667;12;244;512;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126102312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849672772988236;test;1.63242708166667;12;244;512;5;5;175;continuous
optdigits;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125120820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998900894287179;train;48.1008106333333;3;55;138;40;61;3934;multinomial
optdigits;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125120820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998061767715314;test;48.1008106333333;3;55;138;40;61;3934;multinomial
622_fri_c2_1000_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822394460892885;train;0.48696983;6;150;312;9;50;700;continuous
622_fri_c2_1000_50;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124210005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841022274384986;test;0.48696983;6;150;312;9;50;700;continuous
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564_fried;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125145219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27863270570107;train;30.6913360016667;4;180;368;5;10;28538;continuous
564_fried;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125145219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302970487285519;test;30.6913360016667;4;180;368;5;10;28538;continuous
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1201_BNG_breastTumor;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914390103357865;train;6.972019885;3;160;326;9;9;81648;continuous
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590_fri_c0_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279135590126374;train;5.40587485833333;9;280;578;9;50;700;continuous
590_fri_c0_1000_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399141191779506;test;5.40587485833333;9;280;578;9;50;700;continuous
225_puma8NH;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753760283165153;train;0.94780068;5;16;176;3;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126100935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782631352561155;test;0.94780068;5;16;176;3;8;5735;continuous
prnn_synth;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94912486938349;train;0.700876538333333;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126110249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92176386913229;test;0.700876538333333;3;160;326;2;2;175;binomial
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537_houses;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.555615821901685;train;0.191002705;3;30;156;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.559528470084808;test;0.191002705;3;30;156;6;6;14448;continuous
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page_blocks;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983187242614261;train;5.96436437333333;20;260;560;7;7;3832;multinomial
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sleep;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88032141107988;train;1.77031834166667;3;13;86;10;13;74136;multinomial
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credit_a;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94699996525727;train;1.12939066833333;6;220;452;12;13;483;binomial
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218_house_8L;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357083062925559;train;29.3749162733333;11;320;662;8;8;15949;continuous
218_house_8L;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374898095124187;test;29.3749162733333;11;320;662;8;8;15949;continuous
hepatitis;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.800324675324675;train;1.35321472166667;18;76;804;2;19;109;binomial
hepatitis;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125091445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792207792207792;test;1.35321472166667;18;76;804;2;19;109;binomial
waveform_21;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967412210671159;train;7.992800725;5;21;180;19;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180503_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965449141704343;test;7.992800725;5;21;180;19;21;3500;multinomial
627_fri_c2_500_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125130305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175274570135686;train;2.99272915;15;400;830;6;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125130305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365211646069368;test;2.99272915;15;400;830;6;10;350;continuous
german;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823044833373292;train;6.42755552833333;15;20;502;18;20;700;binomial
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621_fri_c0_100_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485874306216231;train;1.56501961;7;240;494;9;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125165256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551767905897872;test;1.56501961;7;240;494;9;10;70;continuous
crx;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125144203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932407726802346;train;0.631552846666667;9;56;418;11;14;483;binomial
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cleveland;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.735649952611491;train;4.24823193666667;19;480;998;7;13;213;multinomial
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nikuradse_2;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126084843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796933097457016;test;0.045610145;3;2;16;0;1;254;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811398327363219;train;0.837610990016667;3;72;150;50;50;700;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125114240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847266520973103;test;0.837610990016667;3;72;150;50;50;700;continuous
analcatdata_creditscore;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125151546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980769230769231;train;0.553715536666667;3;144;294;6;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125151546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862433862433863;test;0.553715536666667;3;144;294;6;6;70;binomial
diabetes;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125180410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835368326199595;train;0.730586391666667;13;32;568;8;8;538;binomial
diabetes;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125180410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859096774193548;test;0.730586391666667;13;32;568;8;8;538;binomial
564_fried;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488211107119928;train;2.17146064166667;5;20;210;7;10;28538;continuous
564_fried;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49153115539712;test;2.17146064166667;5;20;210;7;10;28538;continuous
cleveland;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618285069444445;train;0.516943848316667;3;13;78;1;13;213;multinomial
cleveland;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082716_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666438570487484;test;0.516943848316667;3;13;78;1;13;213;multinomial
mfeat_fourier;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977761257951724;train;4.53209647333333;7;240;494;26;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975169091973096;test;4.53209647333333;7;240;494;26;76;1400;multinomial
analcatdata_germangss;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.822737265145692;train;0.099126205;7;5;76;4;5;280;multinomial
analcatdata_germangss;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740553118908382;test;0.099126205;7;5;76;4;5;280;multinomial
glass2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999697519661222;train;1.67793773833333;12;340;704;6;9;115;binomial
glass2;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85480943738657;test;1.67793773833333;12;340;704;6;9;115;binomial
ring;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.768194781495958;train;1.29725513833333;3;160;326;20;20;5180;binomial
ring;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125192731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.761190598621783;test;1.29725513833333;3;160;326;20;20;5180;binomial
192_vineyard;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429729983145867;train;1.00073977166667;6;220;452;2;2;37;continuous
192_vineyard;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.584523836188603;test;1.00073977166667;6;220;452;2;2;37;continuous
yeast;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907468478107601;train;0.160317161666667;5;8;88;7;8;1036;multinomial
yeast;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125171526_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864864384256828;test;0.160317161666667;5;8;88;7;8;1036;multinomial
australian;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941093701143036;train;3.63791101166667;20;492;1024;12;13;483;binomial
australian;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112836_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924070930013205;test;3.63791101166667;20;492;1024;12;13;483;binomial
591_fri_c1_100_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.992137090813002;train;0.395486613333333;7;50;344;0;10;70;continuous
591_fri_c1_100_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.02660287847029;test;0.395486613333333;7;50;344;0;10;70;continuous
ecoli;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975515394478451;train;0.05695131;3;5;36;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98406862745098;test;0.05695131;3;5;36;5;5;229;multinomial
656_fri_c1_100_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.796506961659718;train;0.783808276666667;3;160;326;4;5;70;continuous
656_fri_c1_100_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125164253_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.97453784206642;test;0.783808276666667;3;160;326;4;5;70;continuous
706_sleuth_case1202;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.558426073104471;train;0.347899496666667;8;30;386;3;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.511681912298763;test;0.347899496666667;8;30;386;3;6;66;continuous
buggyCrx;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914219247267192;train;0.406141146666667;6;56;292;4;14;483;binomial
buggyCrx;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889658135981665;test;0.406141146666667;6;56;292;4;14;483;binomial
banana;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.554293853755956;train;0.111829244983333;5;8;96;2;2;3710;binomial
banana;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125193442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5351929455701;test;0.111829244983333;5;8;96;2;2;3710;binomial
529_pollen;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.429346874388745;train;0.43275432;7;8;124;4;4;2694;continuous
529_pollen;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446951723797208;test;0.43275432;7;8;124;4;4;2694;continuous
nikuradse_2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783001156819466;train;0.0378501333333333;3;2;16;0;1;254;continuous
nikuradse_2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.901141095722281;test;0.0378501333333333;3;2;16;0;1;254;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.711484855769295;train;2.77926177831667;12;228;480;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125201815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.708295122935609;test;2.77926177831667;12;228;480;8;9;12248;continuous
heart_h;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918015444832328;train;0.27061887;5;48;250;7;12;206;binomial
heart_h;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89136195018548;test;0.27061887;5;48;250;7;12;206;binomial
645_fri_c3_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805316983280961;train;0.582406433333333;8;190;396;16;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843014906327567;test;0.582406433333333;8;190;396;16;50;350;continuous
712_chscase_geyser1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.567625416191746;train;0.150802675;3;4;32;2;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125140128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.589805469509578;test;0.150802675;3;4;32;2;2;156;continuous
churn;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965872334544411;train;2.63630673166667;3;160;326;15;15;3500;binomial
churn;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125155933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905218947170167;test;2.63630673166667;3;160;326;15;15;3500;binomial
nikuradse_1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125123144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.177090992282974;train;0.0752006133333333;3;10;80;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125123144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.233159383031741;test;0.0752006133333333;3;10;80;2;2;254;continuous
confidence;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944276094276094;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96;test;;-Inf;-Inf;;1;1;51;multinomial
breast;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992401325266494;train;0.869733728333333;3;160;326;6;9;490;binomial
breast;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993803000652316;test;0.869733728333333;3;160;326;6;9;490;binomial
690_visualizing_galaxy;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124211015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.304505710007573;train;0.322733156666667;5;8;92;4;4;227;continuous
690_visualizing_galaxy;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124211015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335295214013066;test;0.322733156666667;5;8;92;4;4;227;continuous
192_vineyard;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.549496059933476;train;0.0959189183333333;8;5;90;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115841_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845528536254433;test;0.0959189183333333;8;5;90;1;1;37;continuous
waveform_40;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96736419406823;train;1.54309047;3;160;326;22;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124194159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974435869455235;test;1.54309047;3;160;326;22;40;3500;multinomial
tae;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865914987789988;train;3.45018555;20;500;1040;5;5;106;multinomial
tae;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124161209_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.723730517848165;test;3.45018555;20;500;1040;5;5;106;multinomial
690_visualizing_galaxy;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293573956653334;train;1.29346797166667;5;200;410;3;3;227;continuous
690_visualizing_galaxy;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.312709068597202;test;1.29346797166667;5;200;410;3;3;227;continuous
buggyCrx;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953600151876014;train;0.933781663333333;3;160;326;11;13;483;binomial
buggyCrx;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.932063645130183;test;0.933781663333333;3;160;326;11;13;483;binomial
collins;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125202834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998884298205565;train;3.13907239833333;8;244;504;3;20;340;multinomial
collins;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125202834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998980186480187;test;3.13907239833333;8;244;504;3;20;340;multinomial
ionosphere;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989201016374929;train;1.59048207833333;8;260;536;16;32;246;binomial
ionosphere;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955260977630489;test;1.59048207833333;8;260;536;16;32;246;binomial
622_fri_c2_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796165409390444;train;0.231277126666667;3;90;186;11;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135212_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857837798350644;test;0.231277126666667;3;90;186;11;50;700;continuous
collins;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;6.57394195833333;3;16;86;1;20;340;multinomial
collins;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124160346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;6.57394195833333;3;16;86;1;20;340;multinomial
analcatdata_happiness;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926282051282051;train;1.02371222833333;5;200;410;3;3;42;multinomial
analcatdata_happiness;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.61734693877551;test;1.02371222833333;5;200;410;3;3;42;multinomial
glass;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125130835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992;train;0.63555132;3;160;326;9;9;144;multinomial
glass;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125130835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953338675213675;test;0.63555132;3;160;326;9;9;144;multinomial
titanic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792736041923504;train;1.9188069;13;7;184;3;7;1545;binomial
titanic;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.782831139448787;test;1.9188069;13;7;184;3;7;1545;binomial
analcatdata_japansolvent;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916666666666667;train;0.539313041666667;3;160;326;4;4;37;binomial
analcatdata_japansolvent;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962962962962963;test;0.539313041666667;3;160;326;4;4;37;binomial
sleep;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892553144959755;train;4.77512743166667;7;13;174;12;13;74136;multinomial
sleep;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084514_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890263513118519;test;4.77512743166667;7;13;174;12;13;74136;multinomial
analcatdata_asbestos;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935632183908046;train;0.165294921666667;7;12;160;3;3;59;binomial
analcatdata_asbestos;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71875;test;0.165294921666667;7;12;160;3;3;59;binomial
hungarian;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921857068335942;train;0.462728093333333;7;48;334;3;12;206;binomial
hungarian;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126093542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847708894878706;test;0.462728093333333;7;48;334;3;12;206;binomial
623_fri_c4_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125204218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830735486010058;train;1.77120968;8;20;330;10;10;700;continuous
623_fri_c4_1000_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125204218_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817824146201838;test;1.77120968;8;20;330;10;10;700;continuous
churn;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861876554029472;train;4.02947934333333;6;15;186;10;15;3500;binomial
churn;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853979328165375;test;4.02947934333333;6;15;186;10;15;3500;binomial
634_fri_c2_100_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.919272730243944;train;0.760988158333333;3;160;326;10;10;70;continuous
634_fri_c2_100_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125123441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.925672609173534;test;0.760988158333333;3;160;326;10;10;70;continuous
hypothyroid;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907375444261945;train;1.30385130666667;8;196;408;20;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845361058772786;test;1.30385130666667;8;196;408;20;20;2215;binomial
589_fri_c2_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126100100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811570880907099;train;0.440699588333333;3;47;146;10;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126100100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818561455371487;test;0.440699588333333;3;47;146;10;25;700;continuous
profb;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.64992420828383;train;1.29848655666667;20;36;872;5;9;471;binomial
profb;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.668484187568157;test;1.29848655666667;20;36;872;5;9;471;binomial
598_fri_c0_1000_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30542434175803;train;3.39901880333333;17;408;850;8;25;700;continuous
598_fri_c0_1000_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421826935371142;test;3.39901880333333;17;408;850;8;25;700;continuous
bupa;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.677527322404372;train;1.843838335;9;280;578;3;5;242;binomial
bupa;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.68291761148904;test;1.843838335;9;280;578;3;5;242;binomial
horse_colic;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961728074727556;train;1.149485155;13;88;594;20;22;258;binomial
horse_colic;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816176470588235;test;1.149485155;13;88;594;20;22;258;binomial
657_fri_c2_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861367119091993;train;1.018803405;3;160;326;1;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875940919570495;test;1.018803405;3;160;326;1;10;175;continuous
churn;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859489327546386;train;0.792816559983333;10;60;460;10;15;3500;binomial
churn;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865475091816555;test;0.792816559983333;10;60;460;10;15;3500;binomial
horse_colic;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98229112610275;train;0.274344281666667;3;78;174;22;22;258;binomial
horse_colic;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777310924369748;test;0.274344281666667;3;78;174;22;22;258;binomial
597_fri_c2_500_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810812662801422;train;0.850242705;3;160;326;5;5;350;continuous
597_fri_c2_500_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126104901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878663128141139;test;0.850242705;3;160;326;5;5;350;continuous
heart_h;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927909207161125;train;0.700795625;3;160;326;11;12;206;binomial
heart_h;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.834736842105263;test;0.700795625;3;160;326;11;12;206;binomial
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833189586218715;train;0.429267158333333;9;50;418;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866096889136264;test;0.429267158333333;9;50;418;5;10;700;continuous
620_fri_c1_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861069908834812;train;1.04056340498333;3;50;146;21;25;700;continuous
620_fri_c1_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816117957333662;test;1.04056340498333;3;50;146;21;25;700;continuous
pima;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877550708699902;train;1.12225323833333;3;160;326;8;8;538;binomial
pima;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125161901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.808998022412657;test;1.12225323833333;3;160;326;8;8;538;binomial
glass;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.884623905723906;train;0.07150087;3;9;60;4;9;144;multinomial
glass;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824599358974359;test;0.07150087;3;9;60;4;9;144;multinomial
ann_thyroid;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999803027576219;train;5.34707011;3;160;326;13;20;5040;multinomial
ann_thyroid;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999788883438331;test;5.34707011;3;160;326;13;20;5040;multinomial
australian;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124191958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939643155840535;train;1.38557187666667;7;240;494;10;13;483;binomial
australian;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124191958_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898367117117117;test;1.38557187666667;7;240;494;10;13;483;binomial
schizo;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.651392103909465;train;1.07102948333333;5;200;410;1;13;238;multinomial
schizo;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551237824675325;test;1.07102948333333;5;200;410;1;13;238;multinomial
pendigits;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892762926758582;train;0.685259475;7;16;190;3;16;7695;multinomial
pendigits;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892034116635935;test;0.685259475;7;16;190;3;16;7695;multinomial
586_fri_c3_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797488162773147;train;0.874367523333333;3;160;326;16;25;700;continuous
586_fri_c3_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84904440201942;test;0.874367523333333;3;160;326;16;25;700;continuous
agaricus_lepiota;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.32198804;3;48;102;20;20;5702;binomial
agaricus_lepiota;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.32198804;3;48;102;20;20;5702;binomial
credit_a;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912761004759754;train;3.134700405;20;431;902;11;14;483;binomial
credit_a;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892944727409923;test;3.134700405;20;431;902;11;14;483;binomial
626_fri_c2_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797078344902413;train;0.238405023333333;3;90;186;23;50;350;continuous
626_fri_c2_500_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.907558364695254;test;0.238405023333333;3;90;186;23;50;350;continuous
227_cpu_small;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.319028800558822;train;0.224794668333333;5;60;260;3;12;5735;continuous
227_cpu_small;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125175354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.301123157764666;test;0.224794668333333;5;60;260;3;12;5735;continuous
analcatdata_lawsuit;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964113680154142;train;0.517695976666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125195603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992063492063492;test;0.517695976666667;3;160;326;2;4;185;binomial
599_fri_c2_1000_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81472080727443;train;0.114764823333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124202607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818985450762095;test;0.114764823333333;3;25;156;5;5;700;continuous
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977810650887574;train;1.80237857;10;300;620;5;6;65;binomial
analcatdata_cyyoung9302;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896825396825397;test;1.80237857;10;300;620;5;6;65;binomial
phoneme;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806319202361395;train;0.638925816666667;13;20;446;4;5;3783;binomial
phoneme;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124161355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791545731375339;test;0.638925816666667;13;20;446;4;5;3783;binomial
712_chscase_geyser1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125094544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454006356807391;train;0.145917671666667;3;4;32;1;2;156;continuous
712_chscase_geyser1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125094544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578709189681356;test;0.145917671666667;3;4;32;1;2;156;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917773229345051;train;10.2445072383333;6;220;452;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916801502881336;test;10.2445072383333;6;220;452;9;9;81648;continuous
titanic;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.792097914234325;train;1.650399;12;7;172;3;7;1545;binomial
titanic;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.799771087680355;test;1.650399;12;7;172;3;7;1545;binomial
659_sleuth_ex1714;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.405497130597696;train;0.08564156;8;5;90;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526425668318879;test;0.08564156;8;5;90;1;1;33;continuous
heart_statlog;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.952585233687062;train;1.08944367833333;10;13;270;11;13;189;binomial
heart_statlog;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853566958698373;test;1.08944367833333;10;13;270;11;13;189;binomial
analcatdata_germangss;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865371662860101;train;1.28364617835;6;220;452;5;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083408_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76912460175229;test;1.28364617835;6;220;452;5;5;280;multinomial
626_fri_c2_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.894354388798877;train;0.806191205;3;160;326;50;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91603394804573;test;0.806191205;3;160;326;50;50;350;continuous
analcatdata_aids;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786184210526316;train;0.759066595;5;200;410;3;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.351851851851852;test;0.759066595;5;200;410;3;3;35;binomial
1193_BNG_lowbwt;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124183931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.61158382922295;train;3.33539909166667;3;18;96;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124183931_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60908983335638;test;3.33539909166667;3;18;96;9;9;21773;continuous
waveform_21;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966539858108271;train;0.49481608;8;21;276;18;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965306843785905;test;0.49481608;8;21;276;18;21;3500;multinomial
saheart;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801826131687243;train;1.38242389833333;14;9;254;9;9;324;binomial
saheart;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091410_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784883720930233;test;1.38242389833333;14;9;254;9;9;324;binomial
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207735341854259;train;2.95055366333333;7;240;494;17;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324185859748421;test;2.95055366333333;7;240;494;17;50;700;continuous
ecoli;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124212924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943917919940142;train;0.795178038333333;3;160;326;5;5;229;multinomial
ecoli;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124212924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939681743909685;test;0.795178038333333;3;160;326;5;5;229;multinomial
616_fri_c4_500_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814286884277554;train;3.318119045;9;100;402;15;50;350;continuous
616_fri_c4_500_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125082432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833946129683236;test;3.318119045;9;100;402;15;50;350;continuous
656_fri_c1_100_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343675477385759;train;1.25056153333333;7;240;494;2;5;70;continuous
656_fri_c1_100_5;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.53084585098789;test;1.25056153333333;7;240;494;2;5;70;continuous
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596_fri_c2_250_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124181829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794656088634573;test;0.675532298333333;9;10;192;5;5;175;continuous
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617_fri_c3_500_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818326076120697;train;0.119137965;3;25;156;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862219595332523;test;0.119137965;3;25;156;5;5;350;continuous
207_autoPrice;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.430387421671069;train;0.61741713;10;60;480;5;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.349420424359376;test;0.61741713;10;60;480;5;12;112;continuous
schizo;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.611811291707375;train;0.464863309983333;3;13;76;1;13;238;multinomial
schizo;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708721740062145;test;0.464863309983333;3;13;76;1;13;238;multinomial
iris;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992901992901993;train;0.659500958333333;3;160;326;1;3;105;multinomial
iris;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125173214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993966817496229;test;0.659500958333333;3;160;326;1;3;105;multinomial
218_house_8L;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.51272178136587;train;3.190723935;5;16;176;7;8;15949;continuous
218_house_8L;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495613067805489;test;3.190723935;5;16;176;7;8;15949;continuous
cleveland;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124191612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670644402605941;train;0.141685928333333;5;13;118;2;13;213;multinomial
cleveland;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124191612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.651186440677966;test;0.141685928333333;5;13;118;2;13;213;multinomial
634_fri_c2_100_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81305182182917;train;0.39502766;8;45;386;2;9;70;continuous
634_fri_c2_100_10;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126114042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859592389683856;test;0.39502766;8;45;386;2;9;70;continuous
cmc;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.795313182648408;train;1.49903601833333;5;200;410;7;9;1032;multinomial
cmc;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741383324891728;test;1.49903601833333;5;200;410;7;9;1032;multinomial
page_blocks;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978673696062676;train;26.69420236;10;7;148;4;7;3832;multinomial
page_blocks;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966818267847112;test;26.69420236;10;7;148;4;7;3832;multinomial
dermatology;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126090633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999671052631579;train;3.611970945;3;25;122;20;25;257;multinomial
dermatology;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126090633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990605835602123;test;3.611970945;3;25;122;20;25;257;multinomial
spectf;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844997266265719;train;5.47231410666667;8;44;348;5;44;245;binomial
spectf;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152736_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838643790849673;test;5.47231410666667;8;44;348;5;44;245;binomial
confidence;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940586419753086;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937037037037037;test;;-Inf;-Inf;;1;1;51;multinomial
cleve;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944809811589051;train;1.06243641;8;13;200;9;13;213;binomial
cleve;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171544_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902936784469886;test;1.06243641;8;13;200;9;13;213;binomial
mfeat_morphological;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917458632390512;train;0.819423665;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911545993616423;test;0.819423665;3;2;16;2;2;1400;multinomial
225_puma8NH;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764148600176699;train;0.356697975;8;40;376;3;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125132300_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.751725200227897;test;0.356697975;8;40;376;3;8;5735;continuous
australian;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126092656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948547194279906;train;2.37166008666667;8;14;222;14;14;483;binomial
australian;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126092656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916682234261162;test;2.37166008666667;8;14;222;14;14;483;binomial
647_fri_c1_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125132125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808272983600976;train;1.29766351666667;7;20;286;10;10;175;continuous
647_fri_c1_250_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125132125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836357915394502;test;1.29766351666667;7;20;286;10;10;175;continuous
glass2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710622710622711;train;0.759271091666667;12;36;544;3;9;115;binomial
glass2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124200932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774305555555556;test;0.759271091666667;12;36;544;3;9;115;binomial
620_fri_c1_1000_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80958118707186;train;1.604527325;5;200;410;19;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123900_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880831173565814;test;1.604527325;5;200;410;19;25;700;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.618672922416287;train;3.72040732166667;5;18;146;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.621731287179382;test;3.72040732166667;5;18;146;8;9;21773;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126102252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219369235227384;train;4.47925416666667;16;330;692;5;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126102252_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.327596760564017;test;4.47925416666667;16;330;692;5;50;700;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826155492107721;train;2.20534287333333;10;300;620;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803227034248129;test;2.20534287333333;10;300;620;5;5;350;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562144747236496;train;2.27373164333333;8;260;536;9;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.555457320818017;test;2.27373164333333;8;260;536;9;10;70;continuous
german;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925678549334983;train;2.95646611333333;13;360;746;20;20;700;binomial
german;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082556_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8102487135506;test;2.95646611333333;13;360;746;20;20;700;binomial
wine_recognition;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.719459105;3;144;294;10;13;125;multinomial
wine_recognition;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125083525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991540404040404;test;0.719459105;3;144;294;10;13;125;multinomial
allhyper;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939171015650862;train;36.6838560616667;6;25;256;25;25;2640;multinomial
allhyper;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859949682635708;test;36.6838560616667;6;25;256;25;25;2640;multinomial
556_analcatdata_apnea2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.214654580495733;train;0.27127096;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.208832537767126;test;0.27127096;3;6;48;3;3;333;continuous
analcatdata_creditscore;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99;train;0.111652276666667;3;6;42;4;6;70;binomial
analcatdata_creditscore;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124205529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.111652276666667;3;6;42;4;6;70;binomial
706_sleuth_case1202;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.562771182879374;train;2.22621697166667;12;331;686;3;6;66;continuous
706_sleuth_case1202;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.545545476591849;test;2.22621697166667;12;331;686;3;6;66;continuous
breast;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995515780273233;train;1.28081789166667;5;10;108;8;10;490;binomial
breast;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998079508354139;test;1.28081789166667;5;10;108;8;10;490;binomial
biomed;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920948616600791;train;0.829811693333333;3;160;326;6;8;147;binomial
biomed;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969047619047619;test;0.829811693333333;3;160;326;6;8;147;binomial
599_fri_c2_1000_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805898893651904;train;0.108581845;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124170510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828286796558751;test;0.108581845;3;25;156;5;5;700;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660972958715328;train;30.2810032416667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125180640_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661937819366751;test;30.2810032416667;3;20;134;10;10;700000;continuous
prnn_fglass;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913593119354219;train;1.01105195166667;5;9;100;7;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854079113126732;test;1.01105195166667;5;9;100;7;9;144;multinomial
611_fri_c3_100_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839852341506806;train;0.32337702665;6;8;108;3;4;70;continuous
611_fri_c3_100_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125164132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819529139320149;test;0.32337702665;6;8;108;3;4;70;continuous
iris;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999739583333333;train;0.692162613333333;3;160;326;2;3;105;multinomial
iris;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987962962962963;test;0.692162613333333;3;160;326;2;3;105;multinomial
colic;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126104521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997664763881681;train;0.844558871666667;3;160;326;17;22;258;binomial
colic;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126104521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.838235294117647;test;0.844558871666667;3;160;326;17;22;258;binomial
new_thyroid;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999860646599777;train;0.76064727665;3;160;326;5;5;151;multinomial
new_thyroid;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190139_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997929606625259;test;0.76064727665;3;160;326;5;5;151;multinomial
633_fri_c0_500_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566140431896623;train;0.168842185;3;90;186;4;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.587005024226753;test;0.168842185;3;90;186;4;25;350;continuous
credit_g;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.81244812090334;train;2.05911442;7;20;264;17;20;700;binomial
credit_g;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768585864194104;test;2.05911442;7;20;264;17;20;700;binomial
prnn_fglass;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917007671934883;train;2.52045101833333;10;9;188;6;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857608695652174;test;2.52045101833333;10;9;188;6;9;144;multinomial
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486701275116126;train;0.89607753;15;223;498;11;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489741414047003;test;0.89607753;15;223;498;11;50;700;continuous
german;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832375929033805;train;1.593931825;17;80;754;13;20;700;binomial
german;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125122006_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742489740082079;test;1.593931825;17;80;754;13;20;700;binomial
analcatdata_authorship;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999888946413049;train;1.12706589;3;160;326;70;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999637977089433;test;1.12706589;3;160;326;70;70;589;multinomial
344_mv;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.429765363183684;train;0.358287325;3;50;166;10;10;28538;continuous
344_mv;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126104717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432945977368398;test;0.358287325;3;50;166;10;10;28538;continuous
churn;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8596708040048;train;5.23313610666667;10;15;300;7;15;3500;binomial
churn;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174240_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859477124183007;test;5.23313610666667;10;15;300;7;15;3500;binomial
606_fri_c2_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799509445326518;train;0.626682230016667;3;20;134;8;10;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795851161999358;test;0.626682230016667;3;20;134;8;10;700;continuous
624_fri_c0_100_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.549418990541694;train;0.899640305;3;160;326;5;5;70;continuous
624_fri_c0_100_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113656_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477559903090226;test;0.899640305;3;160;326;5;5;70;continuous
mfeat_zernike;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990160686119528;train;1.064976505;7;33;300;31;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962143331255871;test;1.064976505;7;33;300;31;33;1400;multinomial
coil2000;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.731709254600821;train;12.82561271;20;431;902;3;59;6876;binomial
coil2000;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.726020757599705;test;12.82561271;20;431;902;3;59;6876;binomial
glass2;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.749697336561743;train;0.664955336666667;3;160;326;2;9;115;binomial
glass2;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151226_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.7625;test;0.664955336666667;3;160;326;2;9;115;binomial
583_fri_c1_1000_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26701291699748;train;2.85024685833333;16;350;732;10;50;700;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40741741978237;test;2.85024685833333;16;350;732;10;50;700;continuous
appendicitis;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82;train;0.217900013333333;6;16;200;1;4;75;binomial
appendicitis;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92;test;0.217900013333333;6;16;200;1;4;75;binomial
547_no2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.634802933931044;train;0.485305356666667;10;35;448;7;7;350;continuous
547_no2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125174321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.689624094951685;test;0.485305356666667;10;35;448;7;7;350;continuous
calendarDOW;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125202833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779982367151289;train;1.509473575;5;14;114;1;14;280;multinomial
calendarDOW;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125202833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746625685778561;test;1.509473575;5;14;114;1;14;280;multinomial
waveform_21;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989198406016283;train;2.68664058833333;3;160;326;21;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964714004852701;test;2.68664058833333;3;160;326;21;21;3500;multinomial
backache;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.47260392;16;124;720;24;31;126;binomial
backache;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.592592592592593;test;1.47260392;16;124;720;24;31;126;binomial
612_fri_c1_1000_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841170301625873;train;0.327384958333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100923_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858071579318654;test;0.327384958333333;3;10;72;5;5;700;continuous
574_house_16H;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372924165367108;train;30.3122221466667;7;240;494;13;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125172558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.414588885067972;test;30.3122221466667;7;240;494;13;15;15949;continuous
678_visualizing_environmental;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.72154503815668;train;1.11271379166667;7;240;494;3;3;78;continuous
678_visualizing_environmental;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125161134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.89111021659792;test;1.11271379166667;7;240;494;3;3;78;continuous
1089_USCrime;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.391512353503714;train;0.336587353333333;7;30;330;5;6;33;continuous
1089_USCrime;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473494143807801;test;0.336587353333333;7;30;330;5;6;33;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840051964485168;train;0.623349615;3;50;150;22;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788926773023943;test;0.623349615;3;50;150;22;25;175;continuous
irish;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888351444473894;train;0.548139938333333;12;16;386;3;4;350;binomial
irish;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877062410329986;test;0.548139938333333;12;16;386;3;4;350;binomial
allrep;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971886387670017;train;4.43814766333333;14;236;500;12;24;2641;multinomial
allrep;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929105244360075;test;4.43814766333333;14;236;500;12;24;2641;multinomial
573_cpu_act;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.271123617221105;train;2.78598459;9;248;514;3;16;5735;continuous
573_cpu_act;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125130713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.279086248142539;test;2.78598459;9;248;514;3;16;5735;continuous
207_autoPrice;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318545885956232;train;2.010034805;10;300;620;3;10;112;continuous
207_autoPrice;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416287109846017;test;2.010034805;10;300;620;3;10;112;continuous
cmc;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732694154077574;train;1.55283072833333;9;280;578;8;9;1032;multinomial
cmc;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.687922838132922;test;1.55283072833333;9;280;578;8;9;1032;multinomial
678_visualizing_environmental;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.612595118042549;train;1.14188209666667;6;220;452;3;3;78;continuous
678_visualizing_environmental;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.902036018599444;test;1.14188209666667;6;220;452;3;3;78;continuous
analcatdata_authorship;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.65439911833333;3;58;138;66;70;589;multinomial
analcatdata_authorship;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999782135076253;test;3.65439911833333;3;58;138;66;70;589;multinomial
1199_BNG_echoMonths;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124213113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.715763664098922;train;0.417516708333333;7;45;334;8;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124213113_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.700467577449631;test;0.417516708333333;7;45;334;8;9;12248;continuous
678_visualizing_environmental;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.775916861470392;train;0.447993786683333;9;6;120;3;3;78;continuous
678_visualizing_environmental;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.752818034402593;test;0.447993786683333;9;6;120;3;3;78;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239256377649687;train;4.14361168833333;10;300;620;13;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383932993708136;test;4.14361168833333;10;300;620;13;50;350;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485260667224962;train;0.106933385;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487564571299615;test;0.106933385;3;25;156;5;5;700;continuous
1030_ERA;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.73691060290806;train;0.223583205;7;20;256;4;4;700;continuous
1030_ERA;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090718_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786834646948554;test;0.223583205;7;20;256;4;4;700;continuous
analcatdata_aids;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828947368421053;train;0.689946283316667;3;160;326;3;3;35;binomial
analcatdata_aids;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.689946283316667;3;160;326;3;3;35;binomial
659_sleuth_ex1714;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353096769455707;train;0.041158475;3;2;16;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.541631727046002;test;0.041158475;3;2;16;1;1;33;continuous
593_fri_c1_1000_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808771201004717;train;0.861767003316667;6;20;252;10;10;700;continuous
593_fri_c1_1000_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152242_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864349729566836;test;0.861767003316667;6;20;252;10;10;700;continuous
breast;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996144332896843;train;0.916899335;5;9;98;7;9;490;binomial
breast;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990750472987177;test;0.916899335;5;9;98;7;9;490;binomial
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.33862757036813;train;0.122800771666667;3;6;48;0;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124165627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.157973122043711;test;0.122800771666667;3;6;48;0;3;333;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126103724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28104967135927;train;1.65279037;8;260;536;7;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126103724_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452150921432094;test;1.65279037;8;260;536;7;10;175;continuous
saheart;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836530060328687;train;0.823649681666667;3;160;326;6;9;324;binomial
saheart;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.74910394265233;test;0.823649681666667;3;160;326;6;9;324;binomial
agaricus_lepiota;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999415959821979;train;2.89236360333333;3;20;68;10;20;5702;binomial
agaricus_lepiota;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125191132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99954499148369;test;2.89236360333333;3;20;68;10;20;5702;binomial
breast;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990706387312673;train;1.20087864333333;3;160;326;9;9;490;binomial
breast;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145541_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991381122556233;test;1.20087864333333;3;160;326;9;9;490;binomial
602_fri_c3_250_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889153745063507;train;1.38863008666667;6;220;452;9;9;175;continuous
602_fri_c3_250_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869244701999801;test;1.38863008666667;6;220;452;9;9;175;continuous
hungarian;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942888468055417;train;1.41956562333333;8;260;536;9;12;206;binomial
hungarian;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88949605343048;test;1.41956562333333;8;260;536;9;12;206;binomial
nikuradse_2;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783001156819466;train;0.616452418333333;3;160;326;0;1;254;continuous
nikuradse_2;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901141095722281;test;0.616452418333333;3;160;326;0;1;254;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825595223197315;train;0.191772633333333;3;90;186;3;25;350;continuous
582_fri_c1_500_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88070170016946;test;0.191772633333333;3;90;186;3;25;350;continuous
breast_w;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985022765396597;train;1.00670102333333;5;200;410;2;9;490;binomial
breast_w;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125161850_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971056366585564;test;1.00670102333333;5;200;410;2;9;490;binomial
mnist;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991299147295899;train;41.2955033333333;3;65;136;367;592;49000;multinomial
mnist;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987478268428846;test;41.2955033333333;3;65;136;367;592;49000;multinomial
magic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841644656108228;train;0.978635571666667;9;36;378;8;9;13314;binomial
magic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837789060108718;test;0.978635571666667;9;36;378;8;9;13314;binomial
595_fri_c0_1000_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.494624261123449;train;1.34141414333333;5;200;410;9;10;700;continuous
595_fri_c0_1000_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170337_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48620009187871;test;1.34141414333333;5;200;410;9;10;700;continuous
596_fri_c2_250_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392781839180715;train;0.81819776;5;200;410;2;5;175;continuous
596_fri_c2_250_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125145517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475723460443826;test;0.81819776;5;200;410;2;5;175;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815462990088843;train;0.132375696666667;3;50;166;5;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855950049189283;test;0.132375696666667;3;50;166;5;10;350;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176846108599433;train;2.19621735666667;13;328;682;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125120708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27804959972403;test;2.19621735666667;13;328;682;5;5;700;continuous
227_cpu_small;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.16375922156401;train;18.56681971;15;352;734;8;12;5735;continuous
227_cpu_small;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178155828232583;test;18.56681971;15;352;734;8;12;5735;continuous
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929333333333333;train;1.46362445;16;7;234;5;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126082433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902173913043478;test;1.46362445;16;7;234;5;7;65;binomial
hypothyroid;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933136338647609;train;7.50554972166667;15;20;512;20;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125132504_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934131134352373;test;7.50554972166667;15;20;512;20;20;2215;binomial
hepatitis;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125204648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83008658008658;train;1.69507943333333;8;19;286;17;19;109;binomial
hepatitis;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125204648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758441558441558;test;1.69507943333333;8;19;286;17;19;109;binomial
shuttle;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998424039748885;train;25.2000195466667;5;200;410;7;7;40600;multinomial
shuttle;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125184733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983258084822729;test;25.2000195466667;5;200;410;7;7;40600;multinomial
fars;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125182934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.8381899866964;train;40.8152745366833;0;5;10;10;21;70678;multinomial
fars;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125182934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844471297685599;test;40.8152745366833;0;5;10;10;21;70678;multinomial
687_sleuth_ex1605;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.612152766169931;train;0.576076651683333;11;25;486;4;5;44;continuous
687_sleuth_ex1605;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764332532864062;test;0.576076651683333;11;25;486;4;5;44;continuous
344_mv;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452491475222899;train;1.33820388333333;3;18;120;7;9;28538;continuous
344_mv;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453543186949043;test;1.33820388333333;3;18;120;7;9;28538;continuous
mfeat_zernike;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125132717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98899146438333;train;38.3201338283333;4;32;176;31;32;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125132717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980767629816537;test;38.3201338283333;4;32;176;31;32;1400;multinomial
197_cpu_act;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.323157999003589;train;0.553400975;9;90;428;4;18;5735;continuous
197_cpu_act;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124171403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.34378930037854;test;0.553400975;9;90;428;4;18;5735;continuous
appendicitis;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.844262295081967;train;0.08456795165;3;4;30;1;4;75;binomial
appendicitis;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845238095238095;test;0.08456795165;3;4;30;1;4;75;binomial
645_fri_c3_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835915472954429;train;0.495773673333333;8;174;364;7;50;350;continuous
645_fri_c3_500_50;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823199246964692;test;0.495773673333333;8;174;364;7;50;350;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469438969101253;train;1.18668786166667;6;130;276;32;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465566364076649;test;1.18668786166667;6;130;276;32;71;742;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917135342577885;train;0.353182375;3;45;166;8;9;81648;continuous
1201_BNG_breastTumor;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085610_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.920398348357365;test;0.353182375;3;45;166;8;9;81648;continuous
profb;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680996481578841;train;2.66682059166667;20;371;782;7;9;471;binomial
profb;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.629405162738496;test;2.66682059166667;20;371;782;7;9;471;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888235294117647;train;0.207632471666667;7;5;76;2;5;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803571428571429;test;0.207632471666667;7;5;76;2;5;37;binomial
lupus;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867715617715618;train;1.11126355498333;9;228;474;1;3;61;binomial
lupus;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126085706_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846153846153846;test;1.11126355498333;9;228;474;1;3;61;binomial
608_fri_c3_1000_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125203418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141729033927763;train;2.735067385;9;280;578;6;10;700;continuous
608_fri_c3_1000_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125203418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253475489535918;test;2.735067385;9;280;578;6;10;700;continuous
dermatology;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998685411518511;train;2.38186084333333;3;25;126;17;25;257;multinomial
dermatology;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124181604_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974717348927875;test;2.38186084333333;3;25;126;17;25;257;multinomial
heart_h;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909340949962975;train;0.604888364983333;3;160;326;5;12;206;binomial
heart_h;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84525702172761;test;0.604888364983333;3;160;326;5;12;206;binomial
agaricus_lepiota;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.394486390016667;3;48;102;20;20;5702;binomial
agaricus_lepiota;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.394486390016667;3;48;102;20;20;5702;binomial
582_fri_c1_500_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820502124216506;train;1.09611471833333;13;125;606;7;25;350;continuous
582_fri_c1_500_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862304859080177;test;1.09611471833333;13;125;606;7;25;350;continuous
658_fri_c3_250_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804690300731265;train;0.790962156666667;3;160;326;13;24;175;continuous
658_fri_c3_250_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886015282384582;test;0.790962156666667;3;160;326;13;24;175;continuous
texture;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999623930921737;train;4.41877629833333;5;184;378;11;12;3850;multinomial
texture;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125194821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999837136151183;test;4.41877629833333;5;184;378;11;12;3850;multinomial
sleep;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868483111306489;train;30.336357745;1;120;242;10;13;74136;multinomial
sleep;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86800946006486;test;30.336357745;1;120;242;10;13;74136;multinomial
analcatdata_asbestos;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125193809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857718894009217;train;0.608216095;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125193809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844444444444445;test;0.608216095;3;160;326;3;3;59;binomial
687_sleuth_ex1605;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.638615073120804;train;0.19769769;8;8;138;4;4;44;continuous
687_sleuth_ex1605;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.602833763247886;test;0.19769769;8;8;138;4;4;44;continuous
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641_fri_c1_500_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180347_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212321509243755;train;0.702743358316667;3;160;326;10;10;350;continuous
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582_fri_c1_500_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348892459236548;test;3.73715112001667;20;426;892;6;25;350;continuous
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analcatdata_asbestos;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718531468531469;train;0.78631839;3;160;326;2;3;59;binomial
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603_fri_c0_250_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124200211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.437974137736752;test;2.78298924333333;16;372;776;34;50;175;continuous
615_fri_c4_250_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125142705_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790271035814776;train;0.202804051666667;5;45;250;5;9;175;continuous
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646_fri_c3_500_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200779190889834;train;2.25403673833333;8;260;536;5;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203530_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369605178918389;test;2.25403673833333;8;260;536;5;9;350;continuous
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1030_ERA;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.74857367541664;train;0.422234141666667;11;20;422;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789508751169878;test;0.422234141666667;11;20;422;4;4;700;continuous
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wine_quality_red;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805812791208174;test;1.72035588666667;5;200;410;5;11;1120;multinomial
horse_colic;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125105007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938650306748466;train;0.695224808333333;3;160;326;17;22;258;binomial
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564_fried;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317763050435286;train;31.142483995;3;160;326;5;10;28538;continuous
564_fried;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336350581848493;test;31.142483995;3;160;326;5;10;28538;continuous
197_cpu_act;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.117649957438512;train;20.3381221583167;16;324;680;12;16;5735;continuous
197_cpu_act;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188965063065438;test;20.3381221583167;16;324;680;12;16;5735;continuous
cloud;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.674466624594502;train;1.10517922166667;11;6;140;4;6;76;multinomial
cloud;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.47200176366843;test;1.10517922166667;11;6;140;4;6;76;multinomial
analcatdata_creditscore;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993;train;0.668093998316667;3;160;326;5;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126105725_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.668093998316667;3;160;326;5;6;70;binomial
wine_recognition;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124180909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.821095658333333;3;160;326;5;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124180909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994444444444444;test;0.821095658333333;3;160;326;5;13;125;multinomial
656_fri_c1_100_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.762897743439169;train;0.44428289;8;10;176;5;5;70;continuous
656_fri_c1_100_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.00177025951565;test;0.44428289;8;10;176;5;5;70;continuous
583_fri_c1_1000_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126105907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310524658780638;train;3.81521167666667;7;240;494;13;50;700;continuous
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594_fri_c2_100_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324017403345936;train;1.09607973666667;6;220;452;3;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.631723337848349;test;1.09607973666667;6;220;452;3;5;70;continuous
624_fri_c0_100_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125204056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.571873169864849;train;0.320870434983333;8;10;176;5;5;70;continuous
624_fri_c0_100_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125204056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493057611655087;test;0.320870434983333;8;10;176;5;5;70;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998839218226973;train;0.827179498333333;3;160;326;13;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125204846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988717948717949;test;0.827179498333333;3;160;326;13;21;399;binomial
fars;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.755791410356559;train;39.34136850835;0;100;200;2;21;70678;multinomial
fars;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.763075397697739;test;39.34136850835;0;100;200;2;21;70678;multinomial
cleveland;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124201507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.634031724685571;train;0.237073906666667;6;13;154;1;13;213;multinomial
cleveland;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124201507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.721878215020576;test;0.237073906666667;6;13;154;1;13;213;multinomial
650_fri_c0_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467825146717087;train;4.75603397833333;14;100;612;36;50;350;continuous
650_fri_c0_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171434_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.463900466867396;test;4.75603397833333;14;100;612;36;50;350;continuous
605_fri_c2_250_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.780889687429056;train;0.875226296666667;3;160;326;3;25;175;continuous
605_fri_c2_250_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.979874255577656;test;0.875226296666667;3;160;326;3;25;175;continuous
cleve;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953163881976537;train;0.837781476666667;12;52;544;12;13;213;binomial
cleve;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851667496266799;test;0.837781476666667;12;52;544;12;13;213;binomial
ann_thyroid;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989560347835383;train;0.625031271666667;6;21;240;5;21;5040;multinomial
ann_thyroid;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125113533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993238353444175;test;0.625031271666667;6;21;240;5;21;5040;multinomial
backache;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956826767404209;train;4.74632849333333;20;500;1040;27;32;126;binomial
backache;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.665760869565217;test;4.74632849333333;20;500;1040;27;32;126;binomial
magic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952276650841605;train;26.43634812;18;364;764;9;9;13314;binomial
magic;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926145895434442;test;26.43634812;18;364;764;9;9;13314;binomial
666_rmftsa_ladata;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499769555233966;train;0.210400621666667;3;50;166;10;10;356;continuous
666_rmftsa_ladata;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.620912557471882;test;0.210400621666667;3;50;166;10;10;356;continuous
201_pol;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30755445645716;train;11.2545458566667;5;200;410;24;26;10500;continuous
201_pol;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328531766336368;test;11.2545458566667;5;200;410;24;26;10500;continuous
cleve;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126094916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907863528553184;train;0.63678456;3;160;326;6;13;213;binomial
cleve;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126094916_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880593262946204;test;0.63678456;3;160;326;6;13;213;binomial
segmentation;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991743744995415;train;1.64210438;3;160;326;7;14;1617;multinomial
segmentation;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9938270211139;test;1.64210438;3;160;326;7;14;1617;multinomial
584_fri_c4_500_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848899285701019;train;1.50176282166667;6;220;452;21;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816096347608097;test;1.50176282166667;6;220;452;21;24;350;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315900876804953;train;0.373176115;5;6;72;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115831_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.33630011351327;test;0.373176115;5;6;72;3;3;227;continuous
backache;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920669185105235;train;0.741749103333333;3;160;326;11;32;126;binomial
backache;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.559782608695652;test;0.741749103333333;3;160;326;11;32;126;binomial
645_fri_c3_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.761859461766619;train;0.457436655;6;150;312;22;50;350;continuous
645_fri_c3_500_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120743_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.941546687802123;test;0.457436655;6;150;312;22;50;350;continuous
prnn_synth;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941699346405229;train;0.627815888333333;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905;test;0.627815888333333;3;160;326;2;2;175;binomial
dis;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124190207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737166313779217;train;2.59389986501667;10;237;494;8;24;2641;binomial
dis;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124190207_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.754225654225654;test;2.59389986501667;10;237;494;8;24;2641;binomial
cars;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899016203703704;train;2.10358223165;10;300;620;7;7;275;multinomial
cars;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.789992166079123;test;2.10358223165;10;300;620;7;7;275;multinomial
titanic;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.777429270315407;train;2.46913085833333;8;260;536;2;7;1545;binomial
titanic;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.764119122591664;test;2.46913085833333;8;260;536;2;7;1545;binomial
634_fri_c2_100_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452046905197258;train;0.718199005;3;160;326;10;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598808271645649;test;0.718199005;3;160;326;10;10;70;continuous
561_cpu;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.172457118145785;train;1.08712771333333;8;212;440;5;7;147;continuous
561_cpu;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.149682976119828;test;1.08712771333333;8;212;440;5;7;147;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124202741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514392004028183;train;0.73995463;8;190;396;33;72;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124202741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.554904202937323;test;0.73995463;8;190;396;33;72;742;continuous
654_fri_c0_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511209645886676;train;1.39030862333333;5;200;410;6;10;350;continuous
654_fri_c0_500_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.520889255235878;test;1.39030862333333;5;200;410;6;10;350;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808248668658634;train;1.193444775;7;18;266;8;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.879015829330452;test;1.193444775;7;18;266;8;9;175;continuous
mfeat_fourier;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981967935620078;train;35.3796117266667;3;59;138;32;76;1400;multinomial
mfeat_fourier;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974762346206378;test;35.3796117266667;3;59;138;32;76;1400;multinomial
618_fri_c3_1000_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802815995438118;train;1.96273587666667;6;220;452;14;50;700;continuous
618_fri_c3_1000_50;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869272416612606;test;1.96273587666667;6;220;452;14;50;700;continuous
537_houses;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.555883408188593;train;1.21280422166667;3;12;84;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.559702083480284;test;1.21280422166667;3;12;84;6;6;14448;continuous
bupa;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786769230769231;train;0.617077185;3;160;326;5;5;242;binomial
bupa;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.554675716440422;test;0.617077185;3;160;326;5;5;242;binomial
621_fri_c0_100_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110848_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566413998245259;train;0.432693023333333;3;20;134;10;10;70;continuous
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706_sleuth_case1202;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.597704995749997;train;0.350082441666667;7;30;344;1;6;66;continuous
706_sleuth_case1202;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540508291548944;test;0.350082441666667;7;30;344;1;6;66;continuous
sleep;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889028148236567;train;32.1191644149833;4;180;368;12;13;74136;multinomial
sleep;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126103552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887257771865314;test;32.1191644149833;4;180;368;12;13;74136;multinomial
wine_recognition;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.430797846666667;3;13;82;6;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.430797846666667;3;13;82;6;13;125;multinomial
hepatitis;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905844155844156;train;0.933195566666667;5;200;410;12;18;109;binomial
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606_fri_c2_1000_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169438970552972;train;2.59047414;9;280;578;6;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125175523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284059885833863;test;2.59047414;9;280;578;6;10;700;continuous
flags;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94999806763285;train;3.09541935833333;15;384;798;25;39;125;multinomial
flags;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.661239849475144;test;3.09541935833333;15;384;798;25;39;125;multinomial
ionosphere;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965261795166859;train;1.21938846166667;14;128;636;20;32;246;binomial
ionosphere;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124194108_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881382560879812;test;1.21938846166667;14;128;636;20;32;246;binomial
contraceptive;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733881743704987;train;3.46406735833333;8;9;148;4;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694626513389143;test;3.46406735833333;8;9;148;4;9;1032;multinomial
592_fri_c4_1000_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827711264275672;train;0.776932416666667;3;47;146;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125160833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828727479462771;test;0.776932416666667;3;47;146;5;25;700;continuous
582_fri_c1_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801036172230683;train;1.62010678833333;9;264;546;3;25;350;continuous
582_fri_c1_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878662801814888;test;1.62010678833333;9;264;546;3;25;350;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.636108784002573;train;0.503224460016667;12;25;506;3;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.589843282702226;test;0.503224460016667;12;25;506;3;5;44;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487282105899673;train;0.452557468333333;6;150;312;15;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491746701566034;test;0.452557468333333;6;150;312;15;50;700;continuous
665_sleuth_case2002;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817691721996048;train;0.116729288333333;3;30;166;2;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174935_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733879875545545;test;0.116729288333333;3;30;166;2;6;103;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.548389653337018;train;0.46389567;9;50;418;7;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.521271333529564;test;0.46389567;9;50;418;7;10;350;continuous
heart_statlog;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943779634228946;train;1.07895752668333;7;13;168;11;13;189;binomial
heart_statlog;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831664580725908;test;1.07895752668333;7;13;168;11;13;189;binomial
hungarian;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920500782472613;train;0.750366071666667;3;160;326;12;12;206;binomial
hungarian;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.853908355795148;test;0.750366071666667;3;160;326;12;12;206;binomial
595_fri_c0_1000_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232453269400473;train;2.68153474333333;13;301;628;5;10;700;continuous
595_fri_c0_1000_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39265420838279;test;2.68153474333333;13;301;628;5;10;700;continuous
1193_BNG_lowbwt;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126095707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.601634976433868;train;11.4917871983333;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126095707_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.605144301541632;test;11.4917871983333;3;160;326;9;9;21773;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.533553317518087;train;1.25965315;6;204;420;5;25;700;continuous
598_fri_c0_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528804144109684;test;1.25965315;6;204;420;5;25;700;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836563221848516;train;0.730703976666667;5;20;212;5;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812610317547925;test;0.730703976666667;5;20;212;5;10;175;continuous
mfeat_fourier;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970501364381366;train;4.16089137;5;200;410;14;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170603_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973065062238582;test;4.16089137;5;200;410;14;76;1400;multinomial
analcatdata_germangss;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125131037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.728594594233135;train;0.22692799;16;5;166;1;5;280;multinomial
analcatdata_germangss;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125131037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722489699627858;test;0.22692799;16;5;166;1;5;280;multinomial
602_fri_c3_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845007817822993;train;0.428987613333333;9;50;418;4;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125163154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831728455188297;test;0.428987613333333;9;50;418;4;10;175;continuous
page_blocks;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987548342319345;train;6.85066951333333;3;7;50;7;7;3832;multinomial
page_blocks;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975933033469864;test;6.85066951333333;3;7;50;7;7;3832;multinomial
ionosphere;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953826237054085;train;6.50033611333333;13;32;530;29;32;246;binomial
ionosphere;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.906520031421838;test;6.50033611333333;13;32;530;29;32;246;binomial
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124181912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863034609279779;train;1.1511091;5;200;410;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124181912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8578839619149;test;1.1511091;5;200;410;5;5;700;continuous
breast_cancer_wisconsin;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125181625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994293097878755;train;0.659795703333333;3;160;326;21;22;399;binomial
breast_cancer_wisconsin;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125181625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992924528301887;test;0.659795703333333;3;160;326;21;22;399;binomial
cleveland;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.7926359375;train;4.38122511833333;20;500;1040;9;13;213;multinomial
cleveland;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125140729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.691599143610013;test;4.38122511833333;20;500;1040;9;13;213;multinomial
542_pollution;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.456098931564713;train;0.749779976666667;8;22;336;10;11;42;continuous
542_pollution;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.9089791678961;test;0.749779976666667;8;22;336;10;11;42;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815774776808177;train;0.871547468333333;3;72;150;50;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889597263482808;test;0.871547468333333;3;72;150;50;50;350;continuous
buggyCrx;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954392066388898;train;0.711228401666667;3;160;326;14;14;483;binomial
buggyCrx;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893004115226337;test;0.711228401666667;3;160;326;14;14;483;binomial
666_rmftsa_ladata;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.594842805646237;train;1.26405545;10;245;510;3;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125103447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513328505618497;test;1.26405545;10;245;510;3;10;356;continuous
labor;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992;train;0.654167381666667;3;144;294;10;15;40;binomial
labor;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.654167381666667;3;144;294;10;15;40;binomial
344_mv;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.393791621994316;train;2.37360279333333;8;20;330;10;10;28538;continuous
344_mv;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174908_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.392949185255006;test;2.37360279333333;8;20;330;10;10;28538;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197280895617947;train;1.27817670833333;5;200;410;6;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124174122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298613868945439;test;1.27817670833333;5;200;410;6;24;350;continuous
634_fri_c2_100_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791625547481207;train;1.20310044;9;18;342;2;9;70;continuous
634_fri_c2_100_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124170324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855309423775582;test;1.20310044;9;18;342;2;9;70;continuous
spectf;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996947496947497;train;1.84711423166667;8;260;536;38;44;245;binomial
spectf;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903211805555556;test;1.84711423166667;8;260;536;38;44;245;binomial
breast_w;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.213017858316667;3;32;158;7;8;490;binomial
breast_w;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982562854825628;test;0.213017858316667;3;32;158;7;8;490;binomial
ring;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.776738943248532;train;1.65078898333333;3;20;106;20;20;5180;binomial
ring;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124175457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763940235321999;test;1.65078898333333;3;20;106;20;20;5180;binomial
612_fri_c1_1000_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.179561964487162;train;2.040120455;12;271;566;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287207502541741;test;2.040120455;12;271;566;5;5;700;continuous
579_fri_c0_250_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479273177970176;train;0.238929308333333;7;25;324;5;5;175;continuous
579_fri_c0_250_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.511164330245071;test;0.238929308333333;7;25;324;5;5;175;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.326811540256903;train;0.63368577335;3;160;326;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.498378904345563;test;0.63368577335;3;160;326;1;1;33;continuous
tokyo1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986486741441603;train;1.08014673;3;160;326;10;21;672;binomial
tokyo1;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975501607360603;test;1.08014673;3;160;326;10;21;672;binomial
635_fri_c0_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482774033027082;train;1.35642301;5;200;410;9;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124173116_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.584803832596351;test;1.35642301;5;200;410;9;10;175;continuous
prnn_synth;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94156862745098;train;0.0660956566666667;3;2;16;2;2;175;binomial
prnn_synth;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153318_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923571428571429;test;0.0660956566666667;3;2;16;2;2;175;binomial
653_fri_c0_250_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454231355583787;train;0.206844005;3;90;186;9;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154429_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514211871769663;test;0.206844005;3;90;186;9;25;175;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125194816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821246346657095;train;0.337453038333333;7;50;334;7;10;350;continuous
627_fri_c2_500_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125194816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824218524124021;test;0.337453038333333;7;50;334;7;10;350;continuous
344_mv;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134497043505202;train;4.0259444;3;160;326;5;10;28538;continuous
344_mv;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125094907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134339274500303;test;4.0259444;3;160;326;5;10;28538;continuous
562_cpu_small;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316162612164306;train;0.272171553333333;6;60;302;3;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313994646092671;test;0.272171553333333;6;60;302;3;12;5735;continuous
profb;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.637500507119964;train;0.696012651666667;3;160;326;1;9;471;binomial
profb;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.699710403207841;test;0.696012651666667;3;160;326;1;9;471;binomial
wine_quality_white;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.710974003403372;train;9.43613123333333;20;500;1040;4;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.659073030607583;test;9.43613123333333;20;500;1040;4;11;3429;multinomial
analcatdata_cyyoung8092;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909855769230769;train;0.622781251666667;10;7;148;5;7;68;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898809523809524;test;0.622781251666667;10;7;148;5;7;68;binomial
allhypo;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823001683673469;train;30.725853045;7;25;290;10;25;2639;multinomial
allhypo;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126101836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80657691658327;test;30.725853045;7;25;290;10;25;2639;multinomial
dis;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949723548630309;train;3.472872315;8;260;536;1;25;2641;binomial
dis;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.821678582067322;test;3.472872315;8;260;536;1;25;2641;binomial
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176556140444494;train;5.51696830333333;12;276;576;25;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125162229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388311199974258;test;5.51696830333333;12;276;576;25;50;700;continuous
1191_BNG_pbc;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782451337658852;train;3.11171632166667;5;90;260;17;18;700000;continuous
1191_BNG_pbc;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173551_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783448886514373;test;3.11171632166667;5;90;260;17;18;700000;continuous
646_fri_c3_500_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809148958107359;train;0.130037506666667;3;50;166;5;10;350;continuous
646_fri_c3_500_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125124040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782717393520386;test;0.130037506666667;3;50;166;5;10;350;continuous
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912341407151096;train;0.380491323333333;8;28;358;4;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125175908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935064935064935;test;0.380491323333333;8;28;358;4;7;68;binomial
glass;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999759903961585;train;1.60162356666667;9;280;578;5;9;144;multinomial
glass;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924698412698413;test;1.60162356666667;9;280;578;5;9;144;multinomial
churn;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863718776193625;train;2.12458414;7;208;430;7;15;3500;binomial
churn;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126082452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85109265411591;test;2.12458414;7;208;430;7;15;3500;binomial
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125084811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80924477659287;train;0.102494251666667;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125084811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805978618037886;test;0.102494251666667;3;25;156;5;5;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815475301730812;train;2.07718206166667;8;244;504;9;10;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124210737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.871143143823326;test;2.07718206166667;8;244;504;9;10;700;continuous
505_tecator;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0972791297386888;train;0.389555065;3;37;150;3;19;168;continuous
505_tecator;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.116243078695568;test;0.389555065;3;37;150;3;19;168;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304873013691054;train;1.01751194501667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124171627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432496681053319;test;1.01751194501667;3;160;326;5;5;700;continuous
574_house_16H;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.58614083022924;train;0.223393525;3;73;176;15;15;15949;continuous
574_house_16H;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124193933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.583673310012864;test;0.223393525;3;73;176;15;15;15949;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.651005053029041;train;1.98841067833333;10;300;620;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.476486354775829;test;1.98841067833333;10;300;620;1;1;849;binomial
633_fri_c0_500_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484540530753084;train;0.193160513333333;3;90;186;22;25;350;continuous
633_fri_c0_500_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515161448683454;test;0.193160513333333;3;90;186;22;25;350;continuous
flags;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968121137521223;train;0.78000722;3;160;326;32;36;125;multinomial
flags;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171650_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.633791666666667;test;0.78000722;3;160;326;32;36;125;multinomial
607_fri_c4_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843430248343166;train;0.253712651666667;3;90;186;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126102142_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847981544866772;test;0.253712651666667;3;90;186;5;50;700;continuous
cleve;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.909812667261374;train;0.733294301666667;3;160;326;13;13;213;binomial
cleve;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942602671944582;test;0.733294301666667;3;160;326;13;13;213;binomial
mnist;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125135645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994922981864142;train;151.240576328333;0;100;200;652;656;49000;multinomial
mnist;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125135645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993823367348785;test;151.240576328333;0;100;200;652;656;49000;multinomial
653_fri_c0_250_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455478365215124;train;1.22141301166667;5;50;234;21;25;175;continuous
653_fri_c0_250_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.520430877495832;test;1.22141301166667;5;50;234;21;25;175;continuous
spambase;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989358100849017;train;2.26333475;3;160;326;54;54;3221;binomial
spambase;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153931_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970926419415216;test;2.26333475;3;160;326;54;54;3221;binomial
656_fri_c1_100_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.771630975086364;train;0.48211947;11;25;502;5;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124170824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.977137520688954;test;0.48211947;11;25;502;5;5;70;continuous
wine_quality_red;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.637135807308583;train;4.5334691;20;467;974;2;11;1120;multinomial
wine_quality_red;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710994589559768;test;4.5334691;20;467;974;2;11;1120;multinomial
574_house_16H;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488755487272478;train;9.26526460166667;8;30;356;15;15;15949;continuous
574_house_16H;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126110755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503009525658242;test;9.26526460166667;8;30;356;15;15;15949;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81818113555967;train;0.424689915;6;10;136;5;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125161315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.853700316755575;test;0.424689915;6;10;136;5;5;70;continuous
643_fri_c2_500_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917730247389459;train;0.711392965016667;3;50;150;1;25;350;continuous
643_fri_c2_500_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882621747854188;test;0.711392965016667;3;50;150;1;25;350;continuous
confidence;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989285714285714;train;0.62245117;3;160;326;1;1;51;multinomial
confidence;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903333333333333;test;0.62245117;3;160;326;1;1;51;multinomial
201_pol;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71811038778282;train;0.250428896666667;3;85;176;26;26;10500;continuous
201_pol;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160333_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.739440680272032;test;0.250428896666667;3;85;176;26;26;10500;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.373368924349665;train;1.87280095331667;8;260;536;24;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126093420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.715238272644157;test;1.87280095331667;8;260;536;24;25;70;continuous
allrep;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9484010736693;train;2.55264861166667;6;188;388;5;25;2641;multinomial
allrep;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937151422904848;test;2.55264861166667;6;188;388;5;25;2641;multinomial
schizo;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.671547067901235;train;0.20125427;5;13;138;6;13;238;multinomial
schizo;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.599431818181818;test;0.20125427;5;13;138;6;13;238;multinomial
magic;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855552259770541;train;5.539013735;7;9;130;9;9;13314;binomial
magic;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125135554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848109239193184;test;5.539013735;7;9;130;9;9;13314;binomial
603_fri_c0_250_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.50057675349366;train;0.794394796666667;14;221;488;20;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125165428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.660264898979878;test;0.794394796666667;14;221;488;20;50;175;continuous
analcatdata_cyyoung8092;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908653846153846;train;0.454626961666667;9;28;418;3;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904761904761905;test;0.454626961666667;9;28;418;3;7;68;binomial
analcatdata_japansolvent;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973529411764706;train;0.178337911666667;5;20;202;2;5;37;binomial
analcatdata_japansolvent;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892857142857143;test;0.178337911666667;5;20;202;2;5;37;binomial
optdigits;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99956031541258;train;8.11768390498333;3;160;326;53;60;3934;multinomial
optdigits;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998890157000828;test;8.11768390498333;3;160;326;53;60;3934;multinomial
1199_BNG_echoMonths;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.711801714972141;train;0.326798423333333;6;45;292;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125161754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.709803712683585;test;0.326798423333333;6;45;292;8;9;12248;continuous
labor;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.720349906666667;3;160;326;5;15;40;binomial
labor;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980769230769231;test;0.720349906666667;3;160;326;5;15;40;binomial
573_cpu_act;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124175217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201303371051982;train;4.50630696666667;3;160;326;10;17;5735;continuous
573_cpu_act;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124175217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229819362922911;test;4.50630696666667;3;160;326;10;17;5735;continuous
1096_FacultySalaries;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.41669333736185;train;0.152585273333333;7;10;160;1;2;35;continuous
1096_FacultySalaries;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.295752162543566;test;0.152585273333333;7;10;160;1;2;35;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79253210693929;train;0.528733488333333;7;170;354;18;50;700;continuous
622_fri_c2_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125185010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862632673994708;test;0.528733488333333;7;170;354;18;50;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809272536806443;train;1.58908615665;8;20;334;7;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124195128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779702123146218;test;1.58908615665;8;20;334;7;10;700;continuous
wine_recognition;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999849033816425;train;0.110068745;3;13;88;5;13;125;multinomial
wine_recognition;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.110068745;3;13;88;5;13;125;multinomial
vehicle;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124204939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940902037617555;train;3.01762708333333;8;13;190;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124204939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941955092667598;test;3.01762708333333;8;13;190;13;13;593;multinomial
calendarDOW;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.809159661229658;train;0.366379873333333;10;13;256;4;13;280;multinomial
calendarDOW;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722834443867408;test;0.366379873333333;10;13;256;4;13;280;multinomial
breast_cancer;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.753597122302158;train;1.12730601833333;5;200;410;9;9;201;binomial
breast_cancer;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.665147265077139;test;1.12730601833333;5;200;410;9;9;201;binomial
cars;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866463032581454;train;2.46781750998333;20;7;280;4;7;275;multinomial
cars;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124184235_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.75635526831179;test;2.46781750998333;20;7;280;4;7;275;multinomial
saheart;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.764010817557728;train;0.564515778333333;3;160;326;2;9;324;binomial
saheart;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161307_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.732974910394265;test;0.564515778333333;3;160;326;2;9;324;binomial
657_fri_c2_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873107356148137;train;0.980600893333333;7;20;292;2;10;175;continuous
657_fri_c2_250_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848090485974489;test;0.980600893333333;7;20;292;2;10;175;continuous
fars;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813088882387805;train;8.35237618166667;3;21;114;2;21;70678;multinomial
fars;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82212098520045;test;8.35237618166667;3;21;114;2;21;70678;multinomial
confidence;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125102739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125102739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
cars;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812498583055612;train;0.748414595;3;160;326;2;6;275;multinomial
cars;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81452589807853;test;0.748414595;3;160;326;2;6;275;multinomial
573_cpu_act;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.312230735077671;train;0.166888308333333;3;73;176;2;16;5735;continuous
573_cpu_act;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125130713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317806185348543;test;0.166888308333333;3;73;176;2;16;5735;continuous
allrep;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916610852555777;train;30.9451658883333;8;25;336;11;25;2641;multinomial
allrep;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897428624140953;test;30.9451658883333;8;25;336;11;25;2641;multinomial
613_fri_c3_250_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790153986858938;train;0.182011923333333;5;25;240;3;5;175;continuous
613_fri_c3_250_5;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816161698968205;test;0.182011923333333;5;25;240;3;5;175;continuous
557_analcatdata_apnea1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.241419209617669;train;0.149752991666667;5;15;180;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.196773371073485;test;0.149752991666667;5;15;180;3;3;333;continuous
glass;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849207407407407;train;1.22772873666667;5;200;410;7;9;144;multinomial
glass;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778205128205128;test;1.22772873666667;5;200;410;7;9;144;multinomial
diabetes;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931286982248521;train;1.09201409166667;3;160;326;7;8;538;binomial
diabetes;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181513_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.815541031227306;test;1.09201409166667;3;160;326;7;8;538;binomial
cleveland;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688507118055556;train;7.14292737668333;14;13;342;4;13;213;multinomial
cleveland;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72149209486166;test;7.14292737668333;14;13;342;4;13;213;multinomial
542_pollution;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580951800347173;train;0.397447965;8;50;376;6;10;42;continuous
542_pollution;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124165648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.649900560865478;test;0.397447965;8;50;376;6;10;42;continuous
344_mv;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454798500812135;train;0.73682785;3;18;122;8;9;28538;continuous
344_mv;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174458_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452664100657291;test;0.73682785;3;18;122;8;9;28538;continuous
584_fri_c4_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79740115714058;train;0.162432228333333;3;90;186;8;25;350;continuous
584_fri_c4_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124202631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82526279682935;test;0.162432228333333;3;90;186;8;25;350;continuous
592_fri_c4_1000_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829571994234047;train;0.199979243333333;3;85;176;4;25;700;continuous
592_fri_c4_1000_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855495629190413;test;0.199979243333333;3;85;176;4;25;700;continuous
wdbc;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125130147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994645247657296;train;0.66587539;3;160;326;10;21;399;binomial
wdbc;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125130147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985065710872162;test;0.66587539;3;160;326;10;21;399;binomial
cars;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.439026045;8;260;536;1;6;275;multinomial
cars;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992117117117117;test;1.439026045;8;260;536;1;6;275;multinomial
analcatdata_aids;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957236842105263;train;2.17348226333333;14;380;788;3;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104311_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.675925925925926;test;2.17348226333333;14;380;788;3;3;35;binomial
654_fri_c0_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24218752123453;train;3.21690038833333;17;414;862;8;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.454878306500299;test;3.21690038833333;17;414;862;8;10;350;continuous
saheart;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803497942386831;train;2.29712502665;20;348;736;9;9;324;binomial
saheart;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124160235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775268336314848;test;2.29712502665;20;348;736;9;9;324;binomial
fars;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892540439137549;train;10.6348463333333;5;21;196;12;21;70678;multinomial
fars;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125142328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.688648929692003;test;10.6348463333333;5;21;196;12;21;70678;multinomial
605_fri_c2_250_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347812687653612;train;0.718723496666667;3;160;326;2;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171404_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.554693340424691;test;0.718723496666667;3;160;326;2;25;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825278635039355;train;1.26047039833333;8;48;360;21;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125170624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84784475832744;test;1.26047039833333;8;48;360;21;24;175;continuous
analcatdata_cyyoung8092;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919441460794844;train;0.590812018333333;3;160;326;5;7;68;binomial
analcatdata_cyyoung8092;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941666666666667;test;0.590812018333333;3;160;326;5;7;68;binomial
207_autoPrice;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.400365325727533;train;1.55473613;8;260;536;8;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.394142722599569;test;1.55473613;8;260;536;8;10;112;continuous
597_fri_c2_500_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342192092783121;train;0.653887165;3;160;326;2;5;350;continuous
597_fri_c2_500_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124154958_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438684663550691;test;0.653887165;3;160;326;2;5;350;continuous
Hill_Valley_without_noise;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.71453910552496;train;4.08081734333333;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124153710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.520737187272286;test;4.08081734333333;20;500;1040;1;1;849;binomial
analcatdata_creditscore;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.683836705;3;128;262;5;6;70;binomial
analcatdata_creditscore;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.683836705;3;128;262;5;6;70;binomial
prnn_synth;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970211654037105;train;0.933690795;5;200;410;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936965811965812;test;0.933690795;5;200;410;2;2;175;binomial
633_fri_c0_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495549523660131;train;1.46277310833333;7;208;430;9;25;350;continuous
633_fri_c0_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125164018_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504965397205824;test;1.46277310833333;7;208;430;9;25;350;continuous
magic;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864937447368604;train;8.13692966166667;14;9;252;9;9;13314;binomial
magic;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867210869469622;test;8.13692966166667;14;9;252;9;9;13314;binomial
hypothyroid;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913979940195383;train;5.285945675;10;20;330;20;20;2215;binomial
hypothyroid;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854067447547947;test;5.285945675;10;20;330;20;20;2215;binomial
mfeat_factors;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;4.91108281833333;3;160;326;132;132;1400;multinomial
mfeat_factors;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124170426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99573106854677;test;4.91108281833333;3;160;326;132;132;1400;multinomial
colic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914596949891068;train;1.52927398333333;8;260;536;8;22;258;binomial
colic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911596570028583;test;1.52927398333333;8;260;536;8;22;258;binomial
ring;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775166810163288;train;1.50144247833333;3;20;100;20;20;5180;binomial
ring;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125194417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759385509006241;test;1.50144247833333;3;20;100;20;20;5180;binomial
credit_a;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926564495530013;train;0.682468293333333;3;160;326;10;13;483;binomial
credit_a;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125091800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914657666345227;test;0.682468293333333;3;160;326;10;13;483;binomial
banana;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550059672357366;train;0.13151601335;3;2;16;2;2;3710;binomial
banana;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.525629870470731;test;0.13151601335;3;2;16;2;2;3710;binomial
631_fri_c1_500_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819348360809082;train;0.194071183333333;3;10;72;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848465890948348;test;0.194071183333333;3;10;72;5;5;350;continuous
218_house_8L;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46256371930515;train;0.682628428333333;12;40;544;7;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.440400894832926;test;0.682628428333333;12;40;544;7;8;15949;continuous
603_fri_c0_250_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493085454802132;train;2.33998359001667;13;340;706;45;50;175;continuous
603_fri_c0_250_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.431420031405137;test;2.33998359001667;13;340;706;45;50;175;continuous
clean1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.12163278;3;36;78;2;94;334;binomial
clean1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126084534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.12163278;3;36;78;2;94;334;binomial
schizo;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124212746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.511983006187642;train;0.764834821666667;3;160;326;1;13;238;multinomial
schizo;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124212746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.390924675881282;test;0.764834821666667;3;160;326;1;13;238;multinomial
ann_thyroid;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999931489869211;train;4.11525555166667;3;160;326;15;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999592863141;test;4.11525555166667;3;160;326;15;21;5040;multinomial
hungarian;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126092618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912676056338028;train;2.40109162831667;11;12;270;12;12;206;binomial
hungarian;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126092618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901347708894879;test;2.40109162831667;11;12;270;12;12;206;binomial
phoneme;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818448397911074;train;0.2521764;6;20;190;5;5;3783;binomial
phoneme;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125110942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802327589767466;test;0.2521764;6;20;190;5;5;3783;binomial
666_rmftsa_ladata;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.530670667781281;train;0.674703825016667;9;50;418;3;10;356;continuous
666_rmftsa_ladata;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.597875519441506;test;0.674703825016667;9;50;418;3;10;356;continuous
shuttle;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999529000497574;train;30.1920583133333;14;364;756;7;7;40600;multinomial
shuttle;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984525197179212;test;30.1920583133333;14;364;756;7;7;40600;multinomial
spectf;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993894993894994;train;1.24833404666667;5;200;410;39;44;245;binomial
spectf;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124200100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953993055555556;test;1.24833404666667;5;200;410;39;44;245;binomial
503_wind;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125200516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.396609924466225;train;7.33974154333333;9;280;578;14;14;4602;continuous
503_wind;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125200516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.456651806205715;test;7.33974154333333;9;280;578;14;14;4602;continuous
coil2000;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.70902096792907;train;7.94665349165;0;5;10;2;59;6876;binomial
coil2000;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694104960460101;test;7.94665349165;0;5;10;2;59;6876;binomial
637_fri_c1_500_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125152414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786734677658718;train;0.474077281683333;6;150;312;37;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125152414_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.91307376487494;test;0.474077281683333;6;150;312;37;50;350;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125205220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829694223526817;train;0.676950626666667;12;50;544;6;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125205220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815471757242646;test;0.676950626666667;12;50;544;6;10;700;continuous
analcatdata_germangss;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727692833580515;train;0.902028818333333;3;160;326;4;5;280;multinomial
analcatdata_germangss;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.72945278607721;test;0.902028818333333;3;160;326;4;5;280;multinomial
breast_cancer;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.771276595744681;train;2.00214241833333;9;280;578;7;9;201;binomial
breast_cancer;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125094534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.695666666666667;test;2.00214241833333;9;280;578;7;9;201;binomial
allhyper;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125203302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991924417742175;train;0.860414965;9;25;352;24;25;2640;multinomial
allhyper;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125203302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830463611135117;test;0.860414965;9;25;352;24;25;2640;multinomial
hungarian;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894887845592071;train;0.33177534;6;48;292;3;12;206;binomial
hungarian;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125151828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903234501347709;test;0.33177534;6;48;292;3;12;206;binomial
prnn_synth;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939393939393939;train;0.0568024416666667;3;2;16;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934566145092461;test;0.0568024416666667;3;2;16;2;2;175;binomial
648_fri_c1_250_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235071165232951;train;2.44244925166667;13;328;682;3;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125143300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33591586036436;test;2.44244925166667;13;328;682;3;50;175;continuous
tae;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802235958485959;train;0.750798021666667;3;160;326;4;5;106;multinomial
tae;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.677015250544662;test;0.750798021666667;3;160;326;4;5;106;multinomial
nikuradse_2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840871117831297;train;0.032112665;3;5;40;0;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126093309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.743468290883518;test;0.032112665;3;5;40;0;1;254;continuous
segmentation;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996869238829408;train;2.38558844833333;5;200;410;13;14;1617;multinomial
segmentation;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125160142_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995628769925753;test;2.38558844833333;5;200;410;13;14;1617;multinomial
605_fri_c2_250_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.753862642150021;train;0.156137368333333;3;90;186;22;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782122077375559;test;0.156137368333333;3;90;186;22;25;175;continuous
hypothyroid;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98984865263935;train;1.75160202666667;3;160;326;15;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965655916741616;test;1.75160202666667;3;160;326;15;20;2215;binomial
561_cpu;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125130050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0957150530789545;train;1.43027178;8;260;536;6;7;147;continuous
561_cpu;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125130050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.120620139136579;test;1.43027178;8;260;536;6;7;147;continuous
210_cloud;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188564953318105;train;2.99420743166667;20;500;1040;3;5;76;continuous
210_cloud;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.351904918365675;test;2.99420743166667;20;500;1040;3;5;76;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914670548207742;train;4.34741767333333;7;18;262;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916064604282995;test;4.34741767333333;7;18;262;9;9;81648;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800566389113089;train;0.722581758333333;3;20;132;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790078781758048;test;0.722581758333333;3;20;132;5;10;700;continuous
analcatdata_cyyoung9302;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940828402366864;train;0.316595438333333;6;24;290;3;6;65;binomial
analcatdata_cyyoung9302;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126093450_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793650793650794;test;0.316595438333333;6;24;290;3;6;65;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0526472983333333;3;16;54;4;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993333333333333;test;0.0526472983333333;3;16;54;4;4;185;binomial
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832796486932585;train;0.538847345;3;20;132;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125175106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866190838929229;test;0.538847345;3;20;132;5;10;700;continuous
analcatdata_aids;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848684210526316;train;0.225873541666667;9;12;212;2;3;35;binomial
analcatdata_aids;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.225873541666667;9;12;212;2;3;35;binomial
titanic;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.846992344497608;train;1.16615656166667;3;160;326;7;7;1545;binomial
titanic;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125082524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831900673595276;test;1.16615656166667;3;160;326;7;7;1545;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.56374269005848;train;3.066556005;16;420;872;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.496760027025367;test;3.066556005;16;420;872;1;1;849;binomial
glass2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808886183810104;train;0.854236438333333;10;9;188;7;9;115;binomial
glass2;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124160534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.765217391304348;test;0.854236438333333;10;9;188;7;9;115;binomial
561_cpu;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125104254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.150391116244273;train;0.608722711666667;11;35;502;5;7;147;continuous
561_cpu;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125104254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.129558876648755;test;0.608722711666667;11;35;502;5;7;147;continuous
cleve;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9202700237183;train;3.00157002666667;16;13;370;4;13;213;binomial
cleve;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894419306184012;test;3.00157002666667;16;13;370;4;13;213;binomial
ring;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125194553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777687039051245;train;1.96844342833333;3;20;106;20;20;5180;binomial
ring;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125194553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757588404177926;test;1.96844342833333;3;20;106;20;20;5180;binomial
backache;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124161941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828301886792453;train;2.85827702666667;15;32;642;11;32;126;binomial
backache;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124161941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.424489795918367;test;2.85827702666667;15;32;642;11;32;126;binomial
dermatology;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999908424908425;train;0.82760511;3;160;326;25;25;257;multinomial
dermatology;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998894736842105;test;0.82760511;3;160;326;25;25;257;multinomial
201_pol;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.225261844403247;train;31.4668844366667;9;280;578;18;26;10500;continuous
201_pol;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250688997550477;test;31.4668844366667;9;280;578;18;26;10500;continuous
225_puma8NH;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.754140135644187;train;0.79952640165;7;16;240;2;8;5735;continuous
225_puma8NH;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125163849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.744828963275482;test;0.79952640165;7;16;240;2;8;5735;continuous
glass2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786951144094001;train;0.901319821666667;5;200;410;2;9;115;binomial
glass2;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.758377425044092;test;0.901319821666667;5;200;410;2;9;115;binomial
sonar;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.79928958;14;380;788;58;59;146;binomial
sonar;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915675675675676;test;3.79928958;14;380;788;58;59;146;binomial
228_elusage;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.588310114551588;train;0.664291885;3;160;326;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132406_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.60987101305314;test;0.664291885;3;160;326;1;1;39;continuous
calendarDOW;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941566018308113;train;0.68794133;3;160;326;13;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.744637755102041;test;0.68794133;3;160;326;13;13;280;multinomial
505_tecator;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0811648109610358;train;1.16130686666667;6;220;452;2;16;168;continuous
505_tecator;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.107480826597656;test;1.16130686666667;6;220;452;2;16;168;continuous
1199_BNG_echoMonths;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.715679328766547;train;1.49952364666667;3;160;326;8;9;12248;continuous
1199_BNG_echoMonths;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.700800002002855;test;1.49952364666667;3;160;326;8;9;12248;continuous
mfeat_factors;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.02379450666667;5;102;222;119;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125175957_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994076544809634;test;2.02379450666667;5;102;222;119;136;1400;multinomial
651_fri_c0_100_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418347506758932;train;0.244277735;5;123;270;25;25;70;continuous
651_fri_c0_100_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183859_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607794886067772;test;0.244277735;5;123;270;25;25;70;continuous
saheart;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87010609527772;train;0.568106358333333;3;160;326;5;9;324;binomial
saheart;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740740740740741;test;0.568106358333333;3;160;326;5;9;324;binomial
appendicitis;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841334894613583;train;0.21539216;6;4;54;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195437_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869047619047619;test;0.21539216;6;4;54;1;4;75;binomial
623_fri_c4_1000_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833792483514949;train;0.119222288333333;3;50;166;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125121516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812797136867559;test;0.119222288333333;3;50;166;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833943782953103;train;1.35535846;6;20;252;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812814868820931;test;1.35535846;6;20;252;5;10;700;continuous
horse_colic;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.921536971262512;train;0.219308933333333;3;69;174;9;22;258;binomial
horse_colic;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860374690703429;test;0.219308933333333;3;69;174;9;22;258;binomial
cloud;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999158249158249;train;2.532001475;13;360;746;2;5;76;multinomial
cloud;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877104377104377;test;2.532001475;13;360;746;2;5;76;multinomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845029239766082;train;0.613445365;3;160;326;4;4;37;binomial
analcatdata_japansolvent;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981481481481481;test;0.613445365;3;160;326;4;4;37;binomial
wine_quality_white;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.674897629797383;train;0.714708296666667;13;11;290;6;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.592182770198572;test;0.714708296666667;13;11;290;6;11;3429;multinomial
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83089567331894;train;0.105441668333333;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892838848845227;test;0.105441668333333;3;25;156;5;5;700;continuous
allbp;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974661442865008;train;2.80499982833333;8;222;460;15;25;2641;multinomial
allbp;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180642_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972892069171139;test;2.80499982833333;8;222;460;15;25;2641;multinomial
613_fri_c3_250_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126095701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208139476785847;train;1.59992757833333;10;300;620;4;5;175;continuous
613_fri_c3_250_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126095701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364337840058682;test;1.59992757833333;10;300;620;4;5;175;continuous
225_puma8NH;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492655219835265;train;4.92506620335;3;160;326;2;8;5735;continuous
225_puma8NH;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.549150789840493;test;4.92506620335;3;160;326;2;8;5735;continuous
695_chatfield_4;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219061919309961;train;1.10766327833333;6;220;452;3;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126110747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355412411119091;test;1.10766327833333;6;220;452;3;9;165;continuous
shuttle;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.786987276162257;train;21.8732158166667;3;7;50;2;7;40600;multinomial
shuttle;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.758280436354939;test;21.8732158166667;3;7;50;2;7;40600;multinomial
623_fri_c4_1000_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21515137389807;train;1.919903255;6;220;452;9;10;700;continuous
623_fri_c4_1000_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312650206482247;test;1.919903255;6;220;452;9;10;700;continuous
hungarian;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943248532289628;train;0.194599539983333;3;48;166;9;12;206;binomial
hungarian;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124174847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779614325068871;test;0.194599539983333;3;48;166;9;12;206;binomial
australian;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939165479623389;train;1.54709281833333;7;14;178;14;14;483;binomial
australian;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938973778532352;test;1.54709281833333;7;14;178;14;14;483;binomial
glass;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87655118324386;train;0.195251236666667;8;9;148;3;9;144;multinomial
glass;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125205419_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861555555555556;test;0.195251236666667;8;9;148;3;9;144;multinomial
225_puma8NH;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747352129888927;train;2.15454401833333;10;16;336;2;8;5735;continuous
225_puma8NH;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756054645076509;test;2.15454401833333;10;16;336;2;8;5735;continuous
522_pm10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124191649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846228806089837;train;0.429923135;8;35;376;6;7;350;continuous
522_pm10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124191649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81867759556992;test;0.429923135;8;35;376;6;7;350;continuous
cleveland;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774161784084861;train;0.57234084;16;13;406;5;13;213;multinomial
cleveland;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083608_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.604176082862524;test;0.57234084;16;13;406;5;13;213;multinomial
mfeat_factors;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;7.89845448666667;6;220;452;126;131;1400;multinomial
mfeat_factors;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998570021134425;test;7.89845448666667;6;220;452;126;131;1400;multinomial
movement_libras;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974960325362037;train;3.21337828498333;8;260;536;8;20;252;multinomial
movement_libras;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934163337292589;test;3.21337828498333;8;260;536;8;20;252;multinomial
breast;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999046728629306;train;0.479074931666667;3;10;68;9;10;490;binomial
breast;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97841726618705;test;0.479074931666667;3;10;68;9;10;490;binomial
horse_colic;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126091746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874521683673469;train;0.590218131666667;8;78;384;3;22;258;binomial
horse_colic;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126091746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892543859649123;test;0.590218131666667;8;78;384;3;22;258;binomial
608_fri_c3_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817154409218047;train;0.27392776;6;50;292;7;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892446002797036;test;0.27392776;6;50;292;7;10;700;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845364667296282;train;0.848341311666667;3;160;326;10;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124195459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849642294156083;test;0.848341311666667;3;160;326;10;10;350;continuous
letter;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968920720468224;train;31.48593701;2;140;284;13;16;14000;multinomial
letter;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123103_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968184973561523;test;31.48593701;2;140;284;13;16;14000;multinomial
195_auto_price;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.317147463350585;train;0.489336385;3;18;128;4;9;112;continuous
195_auto_price;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467741524786012;test;0.489336385;3;18;128;4;9;112;continuous
glass;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912606948405496;train;0.277646831666667;11;9;198;4;9;144;multinomial
glass;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124161242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848055555555556;test;0.277646831666667;11;9;198;4;9;144;multinomial
breast;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99085188418449;train;0.775800616666667;3;160;326;9;9;490;binomial
breast;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126111704_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996636535631701;test;0.775800616666667;3;160;326;9;9;490;binomial
diabetes;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829601261545393;train;0.777316321666667;13;32;566;8;8;538;binomial
diabetes;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.861247311827957;test;0.777316321666667;13;32;566;8;8;538;binomial
german;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812142360037117;train;4.60168162;14;20;514;6;20;700;binomial
german;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125161922_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74721269296741;test;4.60168162;14;20;514;6;20;700;binomial
561_cpu;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.103452437786766;train;0.353046083333333;7;35;334;6;7;147;continuous
561_cpu;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0995608930643146;test;0.353046083333333;7;35;334;6;7;147;continuous
Hill_Valley_with_noise;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.543990499339615;train;0.0400256233333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52038554948391;test;0.0400256233333333;3;4;32;1;1;849;binomial
cmc;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124202956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716986641443739;train;1.89963887666667;9;248;514;8;9;1032;multinomial
cmc;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124202956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716940840187671;test;1.89963887666667;9;248;514;8;9;1032;multinomial
glass2;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.807364576993305;train;0.533674245;10;36;456;8;9;115;binomial
glass2;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124184747_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72695652173913;test;0.533674245;10;36;456;8;9;115;binomial
1199_BNG_echoMonths;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71174625268074;train;0.172315763333333;3;45;166;9;9;12248;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.709766693517988;test;0.172315763333333;3;45;166;9;9;12248;continuous
cmc;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719699800363517;train;0.201857855;9;9;170;9;9;1032;multinomial
cmc;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.704984176839723;test;0.201857855;9;9;170;9;9;1032;multinomial
dermatology;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124213246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99851503075907;train;0.932475655;3;160;326;22;25;257;multinomial
dermatology;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124213246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995295503716556;test;0.932475655;3;160;326;22;25;257;multinomial
1201_BNG_breastTumor;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.91446787092872;train;15.6728680566667;11;272;566;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124154809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916319157266593;test;15.6728680566667;11;272;566;9;9;81648;continuous
564_fried;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472528974412809;train;3.92538835666667;3;20;136;7;10;28538;continuous
564_fried;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124205545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475079222497907;test;3.92538835666667;3;20;136;7;10;28538;continuous
dis;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125202040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.618111753371869;train;2.50507643666667;15;290;610;24;25;2641;binomial
dis;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125202040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759755734286565;test;2.50507643666667;15;290;610;24;25;2641;binomial
ecoli;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98062235953765;train;0.796052278333333;3;160;326;4;5;229;multinomial
ecoli;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124205924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976770541549953;test;0.796052278333333;3;160;326;4;5;229;multinomial
mnist;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995201790596299;train;129.497986998333;0;100;200;589;592;49000;multinomial
mnist;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993758719070267;test;129.497986998333;0;100;200;589;592;49000;multinomial
allbp;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980531033720461;train;2.636225235;15;234;498;25;25;2641;multinomial
allbp;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085630_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983168876554631;test;2.636225235;15;234;498;25;25;2641;multinomial
228_elusage;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478897251223188;train;0.075817185;6;2;28;1;1;39;continuous
228_elusage;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.363936721069449;test;0.075817185;6;2;28;1;1;39;continuous
analcatdata_creditscore;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.175085373333333;3;6;44;6;6;70;binomial
analcatdata_creditscore;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.175085373333333;3;6;44;6;6;70;binomial
620_fri_c1_1000_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170750211566486;train;4.18305471333333;18;378;792;9;25;700;continuous
620_fri_c1_1000_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095048_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.305108061832898;test;4.18305471333333;18;378;792;9;25;700;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303632568541819;train;1.62696050833333;7;240;494;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.520525639095047;test;1.62696050833333;7;240;494;5;5;70;continuous
spectf;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125151249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921507064364207;train;0.759008055;3;160;326;33;44;245;binomial
spectf;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125151249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.829427083333333;test;0.759008055;3;160;326;33;44;245;binomial
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125155251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808286655446364;train;1.39563423833333;5;200;410;22;25;700;continuous
620_fri_c1_1000_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125155251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886703784664719;test;1.39563423833333;5;200;410;22;25;700;continuous
649_fri_c0_500_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465266200702893;train;0.11049344;3;25;156;5;5;350;continuous
649_fri_c0_500_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.480175351298904;test;0.11049344;3;25;156;5;5;350;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803836765075529;train;2.8621615;10;284;588;7;10;700;continuous
606_fri_c2_1000_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790376384562911;test;2.8621615;10;284;588;7;10;700;continuous
flags;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812817306954988;train;1.47361347833333;16;39;684;7;39;125;multinomial
flags;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.631069518716578;test;1.47361347833333;16;39;684;7;39;125;multinomial
604_fri_c4_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202860192090819;train;1.73543319333333;9;280;578;4;10;350;continuous
604_fri_c4_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194336_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343627188027304;test;1.73543319333333;9;280;578;4;10;350;continuous
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analcatdata_happiness;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769291819291819;train;0.05711267;6;3;42;1;3;42;multinomial
analcatdata_happiness;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802380952380952;test;0.05711267;6;3;42;1;3;42;multinomial
clean2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970519372922024;train;12.0154536616833;11;98;472;108;108;4619;binomial
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651_fri_c0_100_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503377471693948;train;1.581551475;7;240;494;22;25;70;continuous
651_fri_c0_100_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504928393795463;test;1.581551475;7;240;494;22;25;70;continuous
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505_tecator;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163357_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0886574726155625;test;1.2130906;6;220;452;2;17;168;continuous
calendarDOW;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.737850773352334;train;0.130757023333333;3;15;84;1;15;280;multinomial
calendarDOW;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.713890515178033;test;0.130757023333333;3;15;84;1;15;280;multinomial
687_sleuth_ex1605;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.635881159022326;train;0.52291747;3;160;326;5;5;44;continuous
687_sleuth_ex1605;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125172024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540430638054006;test;0.52291747;3;160;326;5;5;44;continuous
allhyper;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991816049913452;train;0.646454591666667;6;25;244;18;25;2640;multinomial
allhyper;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125190808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950904058786224;test;0.646454591666667;6;25;244;18;25;2640;multinomial
tae;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887701567113332;train;2.06040447;10;300;620;5;5;106;multinomial
tae;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.717777777777778;test;2.06040447;10;300;620;5;5;106;multinomial
621_fri_c0_100_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540448402313187;train;0.931649558333333;3;160;326;5;10;70;continuous
621_fri_c0_100_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.667156733178644;test;0.931649558333333;3;160;326;5;10;70;continuous
prnn_synth;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94156862745098;train;0.59297333665;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923571428571429;test;0.59297333665;3;160;326;2;2;175;binomial
mfeat_factors;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998312394248;train;20.0307634966667;3;66;138;18;133;1400;multinomial
mfeat_factors;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185206_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99564365847855;test;20.0307634966667;3;66;138;18;133;1400;multinomial
584_fri_c4_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788109712292231;train;0.796119313333333;3;160;326;15;25;350;continuous
584_fri_c4_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125090600_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841581388676163;test;0.796119313333333;3;160;326;15;25;350;continuous
227_cpu_small;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.153631681109762;train;8.65717745166667;3;160;326;10;12;5735;continuous
227_cpu_small;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.1683598896042;test;8.65717745166667;3;160;326;10;12;5735;continuous
ann_thyroid;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992812000396212;train;31.9794896333333;4;21;144;21;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125130724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997136934986667;test;31.9794896333333;4;21;144;21;21;5040;multinomial
new_thyroid;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999332264957265;train;0.200068298333333;3;5;36;2;5;151;multinomial
new_thyroid;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125083419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992000752870318;test;0.200068298333333;3;5;36;2;5;151;multinomial
607_fri_c4_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82487151905059;train;3.30585100333333;10;97;444;9;49;700;continuous
607_fri_c4_1000_50;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860499955020392;test;3.30585100333333;10;97;444;9;49;700;continuous
spambase;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916941334247946;train;19.4182050916667;17;54;724;9;54;3221;binomial
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582_fri_c1_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819627806448184;train;0.740867493316667;3;160;326;15;25;350;continuous
582_fri_c1_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125141159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.869938438207557;test;0.740867493316667;3;160;326;15;25;350;continuous
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547_no2;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.452602347142468;train;1.454902625;6;220;452;7;7;350;continuous
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635_fri_c0_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478155961959731;train;0.11947608;3;50;166;10;10;175;continuous
635_fri_c0_250_10;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605140634525025;test;0.11947608;3;50;166;10;10;175;continuous
706_sleuth_case1202;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126091130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.603739713081224;train;0.11240385;3;30;176;1;6;66;continuous
706_sleuth_case1202;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126091130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.592228864992776;test;0.11240385;3;30;176;1;6;66;continuous
titanic;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802970703815998;train;1.7738527;5;200;410;4;7;1545;binomial
titanic;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.752665848321503;test;1.7738527;5;200;410;4;7;1545;binomial
ring;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775040618858629;train;4.04144441666667;6;20;186;20;20;5180;binomial
ring;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125192731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766368456496327;test;4.04144441666667;6;20;186;20;20;5180;binomial
611_fri_c3_100_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125191233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782126440233887;train;0.29593668;8;20;326;4;4;70;continuous
611_fri_c3_100_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125191233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.943705619488895;test;0.29593668;8;20;326;4;4;70;continuous
1201_BNG_breastTumor;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914486370062296;train;16.967839595;6;220;452;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915951306943744;test;16.967839595;6;220;452;9;9;81648;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326236822714804;train;2.86790880333333;8;260;536;4;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164607_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522615741057873;test;2.86790880333333;8;260;536;4;25;350;continuous
allhypo;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836069387755102;train;31.82036714;14;25;586;17;25;2639;multinomial
allhypo;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124171517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826188076138083;test;31.82036714;14;25;586;17;25;2639;multinomial
tae;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.690383565383565;train;2.47947060333333;20;350;740;4;5;106;multinomial
tae;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124211343_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.758272058823529;test;2.47947060333333;20;350;740;4;5;106;multinomial
allhypo;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.609177210884354;train;1.75119547166667;19;25;764;1;25;2639;multinomial
allhypo;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.566096708745426;test;1.75119547166667;19;25;764;1;25;2639;multinomial
ionosphere;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929558404558404;train;0.678266871666667;3;160;326;32;32;246;binomial
ionosphere;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846618357487923;test;0.678266871666667;3;160;326;32;32;246;binomial
678_visualizing_environmental;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.750724216623735;train;0.239570948333333;8;6;108;3;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.749068834371914;test;0.239570948333333;8;6;108;3;3;78;continuous
wine_quality_red;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827087888046374;train;3.16839925;20;260;560;8;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781857720758206;test;3.16839925;20;260;560;8;11;1120;multinomial
687_sleuth_ex1605;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.663616804052759;train;0.39171711;8;10;172;5;5;44;continuous
687_sleuth_ex1605;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125120254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.541555494653023;test;0.39171711;8;10;172;5;5;44;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469240151354475;train;0.113695806666667;3;25;156;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125182821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.44596254397566;test;0.113695806666667;3;25;156;5;5;350;continuous
562_cpu_small;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.195614996766598;train;0.613097968333333;11;60;512;12;12;5735;continuous
562_cpu_small;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164744_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.218667207164084;test;0.613097968333333;11;60;512;12;12;5735;continuous
pendigits;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99822512054275;train;1.93540307333333;8;16;232;16;16;7695;multinomial
pendigits;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111827_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997398213114031;test;1.93540307333333;8;16;232;16;16;7695;multinomial
wine_quality_white;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125185008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.661117264576181;train;5.12846027333333;8;260;536;11;11;3429;multinomial
wine_quality_white;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125185008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.551503046119927;test;5.12846027333333;8;260;536;11;11;3429;multinomial
537_houses;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612721143160784;train;3.332222355;8;212;440;5;5;14448;continuous
537_houses;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.598721074094098;test;3.332222355;8;212;440;5;5;14448;continuous
218_house_8L;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125112718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.459217206079093;train;1.59582460333333;3;16;112;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125112718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.438685717376713;test;1.59582460333333;3;16;112;8;8;15949;continuous
574_house_16H;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36299639726366;train;32.2411960716667;4;180;368;12;15;15949;continuous
574_house_16H;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205130_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.403275299095907;test;32.2411960716667;4;180;368;12;15;15949;continuous
titanic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.77880648291313;train;1.29264034666667;13;7;176;2;7;1545;binomial
titanic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798111225622324;test;1.29264034666667;13;7;176;2;7;1545;binomial
1089_USCrime;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126094435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.401519729798476;train;0.212924865;3;14;88;3;7;33;continuous
1089_USCrime;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126094435_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.428494143821566;test;0.212924865;3;14;88;3;7;33;continuous
heart_statlog;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965694096193298;train;1.19889267666667;6;13;154;9;13;189;binomial
heart_statlog;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83108935128519;test;1.19889267666667;6;13;154;9;13;189;binomial
sonar;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995683183183183;train;1.34094192833333;6;220;452;55;60;146;binomial
sonar;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125104830_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.83027027027027;test;1.34094192833333;6;220;452;55;60;146;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.539419190797655;train;0.748071765;5;192;394;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.527836933373897;test;0.748071765;5;192;394;1;1;849;binomial
613_fri_c3_250_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792813431315569;train;0.149758211666667;5;20;228;4;4;175;continuous
613_fri_c3_250_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125103411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86221705862817;test;0.149758211666667;5;20;228;4;4;175;continuous
Hill_Valley_with_noise;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.546908990011099;train;0.031483495;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5135996600085;test;0.031483495;3;4;32;1;1;849;binomial
562_cpu_small;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.130770793415215;train;14.8572768633167;10;236;492;10;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191652567687286;test;14.8572768633167;10;236;492;10;12;5735;continuous
glass2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.810949788263763;train;0.976033693333333;5;200;410;5;9;115;binomial
glass2;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125153640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.584392014519056;test;0.976033693333333;5;200;410;5;9;115;binomial
tae;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733634768009768;train;0.602401596666667;9;5;98;5;5;106;multinomial
tae;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.687782805429864;test;0.602401596666667;9;5;98;5;5;106;multinomial
Hill_Valley_without_noise;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.678967178895008;train;3.94022756833333;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.507636021374788;test;3.94022756833333;20;500;1040;1;1;849;binomial
589_fri_c2_1000_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186784161505721;train;2.864516795;12;340;704;7;25;700;continuous
589_fri_c2_1000_25;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284290629181618;test;2.864516795;12;340;704;7;25;700;continuous
schizo;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.637366976140561;train;0.0663257833333333;3;13;78;1;13;238;multinomial
schizo;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125173124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.521006535947712;test;0.0663257833333333;3;13;78;1;13;238;multinomial
643_fri_c2_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870718747814181;train;0.1998527;3;90;186;13;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.896325103256261;test;0.1998527;3;90;186;13;25;350;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.79008283731355;train;361.560118458333;0;100;200;5;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.79279148348793;test;361.560118458333;0;100;200;5;18;700000;continuous
allbp;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983298088299396;train;0.72468447;9;25;368;19;25;2641;multinomial
allbp;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125092912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97198861523499;test;0.72468447;9;25;368;19;25;2641;multinomial
auto;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996635326056058;train;2.02959733333333;10;300;620;13;21;142;multinomial
auto;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937854251012146;test;2.02959733333333;10;300;620;13;21;142;multinomial
ecoli;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965165166848015;train;1.20259923166667;5;184;378;4;5;229;multinomial
ecoli;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967204424103738;test;1.20259923166667;5;184;378;4;5;229;multinomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.670040025;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.670040025;3;160;326;1;1;849;binomial
634_fri_c2_100_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796320253706273;train;0.575872351666667;11;45;512;2;9;70;continuous
634_fri_c2_100_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124194912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785163195539488;test;0.575872351666667;11;45;512;2;9;70;continuous
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.567491675915649;train;1.31887683166667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125113710_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.504872199623581;test;1.31887683166667;3;160;326;1;1;849;binomial
banana;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.603775837294131;train;4.62255390166667;20;491;1022;1;2;3710;binomial
banana;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.60605475362775;test;4.62255390166667;20;491;1022;1;2;3710;binomial
twonorm;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999679625556966;train;4.07777075666667;3;160;326;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124153744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99718428558554;test;4.07777075666667;3;160;326;20;20;5180;binomial
627_fri_c2_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820952457796707;train;2.025389415;10;20;412;9;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83500194992661;test;2.025389415;10;20;412;9;10;350;continuous
colic;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126104521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.899584846912299;train;1.02673659333333;5;200;410;2;22;258;binomial
colic;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126104521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825105042016807;test;1.02673659333333;5;200;410;2;22;258;binomial
556_analcatdata_apnea2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.230454549646216;train;0.0866825483333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.24846365188354;test;0.0866825483333333;3;15;120;3;3;333;continuous
credit_a;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.950105350419675;train;0.81359157;3;160;326;10;14;483;binomial
credit_a;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940515087449548;test;0.81359157;3;160;326;10;14;483;binomial
1191_BNG_pbc;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782181022295821;train;37.2306941566667;5;36;230;18;18;700000;continuous
1191_BNG_pbc;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124153311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782989854986086;test;37.2306941566667;5;36;230;18;18;700000;continuous
labor;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997150997150997;train;0.618908633333333;3;160;326;15;15;40;binomial
labor;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942857142857143;test;0.618908633333333;3;160;326;15;15;40;binomial
606_fri_c2_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79888180887672;train;0.157860506666667;3;50;166;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126112658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784331968196365;test;0.157860506666667;3;50;166;5;10;700;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812241204360903;train;1.37853754666667;6;220;452;13;25;175;continuous
644_fri_c4_250_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.909553596115918;test;1.37853754666667;6;220;452;13;25;175;continuous
195_auto_price;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.365186551367028;train;0.673905441666667;3;160;326;10;10;112;continuous
195_auto_price;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124195046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.322750916463382;test;0.673905441666667;3;160;326;10;10;112;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873278215143888;train;0.218824041666667;3;90;186;4;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124210951_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865589880271683;test;0.218824041666667;3;90;186;4;50;350;continuous
glass;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126103500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944083052749719;train;0.23905527;10;9;190;9;9;144;multinomial
glass;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126103500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82366452991453;test;0.23905527;10;9;190;9;9;144;multinomial
505_tecator;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.101049134474073;train;0.160538733333333;3;84;186;12;18;168;continuous
505_tecator;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0989919262197619;test;0.160538733333333;3;84;186;12;18;168;continuous
556_analcatdata_apnea2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.228199619961195;train;0.195177045;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124194139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.174949363804349;test;0.195177045;3;6;48;3;3;333;continuous
207_autoPrice;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124193553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357053762332671;train;0.410257833333333;7;50;344;5;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124193553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.523975045798482;test;0.410257833333333;7;50;344;5;10;112;continuous
wine_quality_white;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.657317430084776;train;0.446809406666667;8;11;184;1;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125183440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.587377689162276;test;0.446809406666667;8;11;184;1;11;3429;multinomial
titanic;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.800765550239234;train;2.20374942835;10;277;574;7;7;1545;binomial
titanic;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125121737_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813579092275197;test;2.20374942835;10;277;574;7;7;1545;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998529411764706;train;0.529112034983333;3;160;326;2;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125145616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.723214285714286;test;0.529112034983333;3;160;326;2;3;37;binomial
twonorm;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998195432404452;train;0.278072935016667;3;55;166;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997163785116733;test;0.278072935016667;3;55;166;20;20;5180;binomial
appendicitis;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851288056206089;train;0.76248821165;3;160;326;4;4;75;binomial
appendicitis;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124181817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863095238095238;test;0.76248821165;3;160;326;4;4;75;binomial
bupa;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.656445084722508;train;1.01018747166667;5;200;410;2;5;242;binomial
bupa;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111533_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.659574468085106;test;1.01018747166667;5;200;410;2;5;242;binomial
503_wind;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124200522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4543174443974;train;1.13048871666667;8;70;386;14;14;4602;continuous
503_wind;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124200522_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463987152164952;test;1.13048871666667;8;70;386;14;14;4602;continuous
mfeat_factors;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124193851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.868526735;5;100;222;116;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124193851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994516569821554;test;1.868526735;5;100;222;116;136;1400;multinomial
617_fri_c3_500_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851095097823277;train;1.79497039333333;7;240;494;5;5;350;continuous
617_fri_c3_500_5;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.911856737227407;test;1.79497039333333;7;240;494;5;5;350;continuous
lupus;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864801864801865;train;0.293376508333333;3;112;230;2;2;61;binomial
lupus;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125104710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85207100591716;test;0.293376508333333;3;112;230;2;2;61;binomial
vowel;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97277673411871;train;8.03396254333333;3;13;84;13;13;693;multinomial
vowel;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964353512235476;test;8.03396254333333;3;13;84;13;13;693;multinomial
confidence;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93288961038961;train;1.689136315;6;220;452;1;1;51;multinomial
confidence;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951666666666667;test;1.689136315;6;220;452;1;1;51;multinomial
628_fri_c3_1000_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843173153043084;train;0.641533461666667;7;10;152;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.883872938273361;test;0.641533461666667;7;10;152;5;5;700;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81217031697598;train;0.119241826666667;3;50;166;10;10;700;continuous
593_fri_c1_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84949723040919;test;0.119241826666667;3;50;166;10;10;700;continuous
prnn_fglass;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125181939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930537439613527;train;1.70783413166667;9;248;514;7;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125181939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862864583333333;test;1.70783413166667;9;248;514;7;9;144;multinomial
556_analcatdata_apnea2;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.229008074200704;train;0.210431128333333;5;6;72;3;3;333;continuous
556_analcatdata_apnea2;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.244706138077475;test;0.210431128333333;5;6;72;3;3;333;continuous
ecoli;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976075591794038;train;1.07845271165;5;200;410;6;6;229;multinomial
ecoli;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977839435545385;test;1.07845271165;5;200;410;6;6;229;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999303902437807;train;1.01944098333333;5;64;222;20;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978315901265587;test;1.01944098333333;5;64;222;20;64;1400;multinomial
601_fri_c1_250_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.244480482138045;train;1.85348226666667;15;311;652;5;5;175;continuous
601_fri_c1_250_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120507_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386769014951456;test;1.85348226666667;15;311;652;5;5;175;continuous
twonorm;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999355828787909;train;6.91532650166667;3;160;326;20;20;5180;binomial
twonorm;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162733_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996941387139377;test;6.91532650166667;3;160;326;20;20;5180;binomial
631_fri_c1_500_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790618207589053;train;0.116730148333333;3;25;156;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.884289617100211;test;0.116730148333333;3;25;156;5;5;350;continuous
654_fri_c0_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125143242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505942926617832;train;0.839281415;3;160;326;10;10;350;continuous
654_fri_c0_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125143242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.567010536381491;test;0.839281415;3;160;326;10;10;350;continuous
magic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125203834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.413278273850731;train;2.8961838;5;9;96;8;9;13314;binomial
magic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125203834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.432569030735158;test;2.8961838;5;9;96;8;9;13314;binomial
texture;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999925028740931;train;6.61676836833333;5;184;378;12;12;3850;multinomial
texture;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085118_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999704339155975;test;6.61676836833333;5;184;378;12;12;3850;multinomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896889400921659;train;0.52014582;3;160;326;3;3;59;binomial
analcatdata_asbestos;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9;test;0.52014582;3;160;326;3;3;59;binomial
wine_quality_white;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712116586207669;train;7.23720871166667;9;242;502;11;11;3429;multinomial
wine_quality_white;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125143345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.666928240492346;test;7.23720871166667;9;242;502;11;11;3429;multinomial
573_cpu_act;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.329871574139113;train;0.286867315;5;85;260;4;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.324701530101425;test;0.286867315;5;85;260;4;17;5735;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126092910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465303805464118;train;0.583301976666667;6;150;312;32;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126092910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466479531698121;test;0.583301976666667;6;150;312;32;72;742;continuous
584_fri_c4_500_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813278457422295;train;0.82902647;3;160;326;10;25;350;continuous
584_fri_c4_500_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783002614734084;test;0.82902647;3;160;326;10;25;350;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599312892901843;train;0.689353145;3;160;326;4;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.784306168906017;test;0.689353145;3;160;326;4;10;70;continuous
564_fried;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472049660078209;train;4.817356175;3;50;166;5;10;28538;continuous
564_fried;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474732713928817;test;4.817356175;3;50;166;5;10;28538;continuous
228_elusage;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126102118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.462378956724255;train;0.0369251983166667;3;2;16;1;1;39;continuous
228_elusage;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126102118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.392984324236793;test;0.0369251983166667;3;2;16;1;1;39;continuous
616_fri_c4_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829987947617019;train;0.522552753333333;3;72;150;6;49;350;continuous
616_fri_c4_500_50;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173700_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811295463635806;test;0.522552753333333;3;72;150;6;49;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843741769527316;train;1.44678203;7;50;318;13;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842297527979977;test;1.44678203;7;50;318;13;25;350;continuous
glass2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126094237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.721916971916972;train;0.925392443333333;6;220;452;3;8;115;binomial
glass2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126094237_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.743055555555556;test;0.925392443333333;6;220;452;3;8;115;binomial
wine_recognition;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.940695461666667;3;160;326;13;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.940695461666667;3;160;326;13;13;125;multinomial
1196_BNG_pharynx;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.660748495869386;train;255.485388433333;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.66168547665393;test;255.485388433333;0;100;200;5;10;700000;continuous
666_rmftsa_ladata;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50787611714759;train;1.76677893;9;20;352;6;10;356;continuous
666_rmftsa_ladata;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125110034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.694812592372436;test;1.76677893;9;20;352;6;10;356;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802855194299614;train;0.167905635;3;85;176;3;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839599945708719;test;0.167905635;3;85;176;3;25;700;continuous
analcatdata_lawsuit;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.104001696666667;3;16;118;2;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99;test;0.104001696666667;3;16;118;2;4;185;binomial
dis;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125205523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.69047327335737;train;1.734316855;20;99;880;3;25;2641;binomial
dis;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125205523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638125079933495;test;1.734316855;20;99;880;3;25;2641;binomial
561_cpu;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.131659627752739;train;0.327355618333333;3;14;100;7;7;147;continuous
561_cpu;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0993771017892898;test;0.327355618333333;3;14;100;7;7;147;continuous
analcatdata_happiness;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747924297924298;train;0.360713519983333;13;3;84;2;3;42;multinomial
analcatdata_happiness;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818253968253968;test;0.360713519983333;13;3;84;2;3;42;multinomial
ann_thyroid;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997490735033114;train;3.421494;5;200;410;13;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996417402473303;test;3.421494;5;200;410;13;21;5040;multinomial
analcatdata_germangss;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.733356269726636;train;0.618772848333333;3;160;326;5;5;280;multinomial
analcatdata_germangss;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113054_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714308435229488;test;0.618772848333333;3;160;326;5;5;280;multinomial
1193_BNG_lowbwt;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.588043998768001;train;21.5066974616667;13;360;746;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.599359854000332;test;21.5066974616667;13;360;746;9;9;21773;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124213145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853354120295868;train;0.364774343333333;9;25;408;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124213145_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820105051685107;test;0.364774343333333;9;25;408;5;5;700;continuous
hepatitis;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911703239289446;train;0.557470675;3;160;326;19;19;109;binomial
hepatitis;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125184624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.769444444444445;test;0.557470675;3;160;326;19;19;109;binomial
225_puma8NH;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.475497108060343;train;3.877414195;7;200;414;3;8;5735;continuous
225_puma8NH;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.521834520586495;test;3.877414195;7;200;414;3;8;5735;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.625117139649942;train;3.61535928166667;9;216;450;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124202354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.630873497884545;test;3.61535928166667;9;216;450;8;9;21773;continuous
228_elusage;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.435651914335487;train;0.726994771666667;3;160;326;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.313591255818496;test;0.726994771666667;3;160;326;1;1;39;continuous
prnn_fglass;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956645709008241;train;1.39556033;7;240;494;3;9;144;multinomial
prnn_fglass;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120927_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860590277777778;test;1.39556033;7;240;494;3;9;144;multinomial
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.402129069401033;train;2.38143301168333;11;272;566;64;70;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.429458857245678;test;2.38143301168333;11;272;566;64;70;742;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.288382228046925;train;1.70675513;10;268;556;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438318571484026;test;1.70675513;10;268;556;5;5;175;continuous
profb;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867733213159081;train;2.730750895;11;320;662;9;9;471;binomial
profb;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.637949836423119;test;2.730750895;11;320;662;9;9;471;binomial
618_fri_c3_1000_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823866404751106;train;0.366896978316667;5;130;270;6;50;700;continuous
618_fri_c3_1000_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126112754_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802797140157183;test;0.366896978316667;5;130;270;6;50;700;continuous
glass2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124191247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.697278911564626;train;1.03076880666667;5;200;410;6;9;115;binomial
glass2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124191247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714285714285714;test;1.03076880666667;5;200;410;6;9;115;binomial
wine_quality_white;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.640500269273406;train;1.91360555833333;3;11;68;1;11;3429;multinomial
wine_quality_white;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203812_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.593462708878857;test;1.91360555833333;3;11;68;1;11;3429;multinomial
cars;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126092158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837752782878778;train;0.146805746666667;9;6;114;3;6;275;multinomial
cars;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126092158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829730576441103;test;0.146805746666667;9;6;114;3;6;275;multinomial
597_fri_c2_500_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826087642108891;train;0.143836278316667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807743587724102;test;0.143836278316667;3;25;156;5;5;350;continuous
allhyper;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999182818470605;train;7.59898078666667;20;500;1040;19;25;2640;multinomial
allhyper;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191057_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933288681473799;test;7.59898078666667;20;500;1040;19;25;2640;multinomial
582_fri_c1_500_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8080549606649;train;2.17875787;11;50;486;3;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888136164357218;test;2.17875787;11;50;486;3;25;350;continuous
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644_fri_c4_250_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817440430130906;test;0.57171827;8;120;396;12;24;175;continuous
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658_fri_c3_250_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866417591851119;train;0.47927066;3;50;150;22;25;175;continuous
658_fri_c3_250_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817625612488212;test;0.47927066;3;50;150;22;25;175;continuous
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712_chscase_geyser1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.569107998801133;train;0.09393924;3;4;32;2;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.588452749787911;test;0.09393924;3;4;32;2;2;156;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.730954251247923;train;0.11688192;3;8;60;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.923732630839464;test;0.11688192;3;8;60;4;4;70;continuous
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mfeat_zernike;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955117185594862;test;1.18146096833333;8;32;344;27;32;1400;multinomial
titanic;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805644741409233;train;0.59767695835;10;28;416;6;7;1545;binomial
titanic;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804512842872998;test;0.59767695835;10;28;416;6;7;1545;binomial
608_fri_c3_1000_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838508990398507;train;1.00323030166667;7;20;292;7;10;700;continuous
608_fri_c3_1000_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835798842787194;test;1.00323030166667;7;20;292;7;10;700;continuous
analcatdata_aids;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.47722122333333;20;500;1040;3;3;35;binomial
analcatdata_aids;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.685185185185185;test;3.47722122333333;20;500;1040;3;3;35;binomial
573_cpu_act;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190625751637725;train;9.08082526833333;8;260;536;12;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124210910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219839255335074;test;9.08082526833333;8;260;536;12;17;5735;continuous
1089_USCrime;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.471083706416031;train;0.674518291666667;3;160;326;2;4;33;continuous
1089_USCrime;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.335913456197501;test;0.674518291666667;3;160;326;2;4;33;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.214341141475308;train;0.263463965;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.208513929297009;test;0.263463965;3;6;48;3;3;333;continuous
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1193_BNG_lowbwt;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.60553143072199;test;5.54511331501667;5;45;250;9;9;21773;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.654278542392409;train;33.215989935;9;280;578;6;9;12248;continuous
1199_BNG_echoMonths;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.689856300609463;test;33.215989935;9;280;578;6;9;12248;continuous
yeast;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898221534867749;train;0.285632385;8;8;132;8;8;1036;multinomial
yeast;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135111_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887879282167796;test;0.285632385;8;8;132;8;8;1036;multinomial
579_fri_c0_250_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257660466579453;train;1.097204975;6;220;452;5;5;175;continuous
579_fri_c0_250_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125140117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548521225715372;test;1.097204975;6;220;452;5;5;175;continuous
hypothyroid;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89229503981273;train;10.74871594;20;20;676;18;20;2215;binomial
hypothyroid;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885131737731295;test;10.74871594;20;20;676;18;20;2215;binomial
ring;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777674367432808;train;2.53361213166667;3;20;110;20;20;5180;binomial
ring;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.757581096705467;test;2.53361213166667;3;20;110;20;20;5180;binomial
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853354120295868;train;0.0974228883333333;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125163731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820105051685107;test;0.0974228883333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81425247388932;train;1.01953332833333;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81896045344805;test;1.01953332833333;3;160;326;5;5;700;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322643777749624;train;0.54283974;3;160;326;5;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.466319729968412;test;0.54283974;3;160;326;5;5;175;continuous
shuttle;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.762826786445681;train;42.5916151883333;2;8;40;5;8;40600;multinomial
shuttle;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125145244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.786217532368171;test;42.5916151883333;2;8;40;5;8;40600;multinomial
coil2000;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.703626245108757;train;21.00537403;0;5;10;5;59;6876;binomial
coil2000;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125123016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.635585905108249;test;21.00537403;0;5;10;5;59;6876;binomial
churn;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.972638120668828;train;5.76359014333333;7;240;494;11;15;3500;binomial
churn;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899818072019173;test;5.76359014333333;7;240;494;11;15;3500;binomial
glass2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804945054945055;train;0.416674276666667;8;32;376;6;8;115;binomial
glass2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140143_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.75;test;0.416674276666667;8;32;376;6;8;115;binomial
586_fri_c3_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804459730380089;train;1.229350095;16;125;722;4;25;700;continuous
586_fri_c3_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124172506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833648125520745;test;1.229350095;16;125;722;4;25;700;continuous
hypothyroid;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.944092882631089;train;1.62568627333333;7;208;430;15;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125172617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929474495695747;test;1.62568627333333;7;208;430;15;20;2215;binomial
663_rabe_266;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134648670268835;train;0.801835875;3;160;326;2;2;84;continuous
663_rabe_266;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.104899191788165;test;0.801835875;3;160;326;2;2;84;continuous
dis;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.706768299086359;train;1.97158991833333;20;99;880;4;25;2641;binomial
dis;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125123102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.701943982606471;test;1.97158991833333;20;99;880;4;25;2641;binomial
biomed;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98646397334444;train;0.56200111665;3;160;326;5;8;147;binomial
biomed;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125185318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923076923076923;test;0.56200111665;3;160;326;5;8;147;binomial
analcatdata_authorship;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.959436623441133;train;1.26081908166667;5;200;410;23;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943129583293992;test;1.26081908166667;5;200;410;23;70;589;multinomial
Hill_Valley_without_noise;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.687854644383988;train;2.439440975;11;320;662;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114006_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.530048587913757;test;2.439440975;11;320;662;1;1;849;binomial
573_cpu_act;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.312047684365848;train;2.270242125;6;32;258;2;16;5735;continuous
573_cpu_act;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.317406050532592;test;2.270242125;6;32;258;2;16;5735;continuous
colic;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126102408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885869903516962;train;0.983802409983333;13;82;594;3;22;258;binomial
colic;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126102408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922213148223765;test;0.983802409983333;13;82;594;3;22;258;binomial
clean1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.875160856666667;3;160;326;1;92;334;binomial
clean1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124160925_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.875160856666667;3;160;326;1;92;334;binomial
643_fri_c2_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826767806431917;train;0.700331949983333;3;160;326;25;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897875445418609;test;0.700331949983333;3;160;326;25;25;350;continuous
659_sleuth_ex1714;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457094907786181;train;0.105645528333333;9;5;100;1;1;33;continuous
659_sleuth_ex1714;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.278407115582056;test;0.105645528333333;9;5;100;1;1;33;continuous
230_machine_cpu;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.227416363940962;train;0.657745595;3;160;326;5;6;147;continuous
230_machine_cpu;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125133356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.353174517062036;test;0.657745595;3;160;326;5;6;147;continuous
195_auto_price;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484504046904845;train;1.04399843333333;7;20;246;1;10;112;continuous
195_auto_price;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125164548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.429565698282663;test;1.04399843333333;7;20;246;1;10;112;continuous
waveform_21;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991215633642179;train;3.27834763333333;3;160;326;19;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125164637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965695667971705;test;3.27834763333333;3;160;326;19;21;3500;multinomial
620_fri_c1_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824920563638605;train;1.66876422166667;7;235;484;15;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126082333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856548686498071;test;1.66876422166667;7;235;484;15;25;700;continuous
profb;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.640491212257774;train;0.755939513333333;14;36;620;3;9;471;binomial
profb;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191541_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703053435114504;test;0.755939513333333;14;36;620;3;9;471;binomial
597_fri_c2_500_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812444258373673;train;0.332267165;3;10;72;5;5;350;continuous
597_fri_c2_500_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876822512609412;test;0.332267165;3;10;72;5;5;350;continuous
breast_cancer_wisconsin;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996841593780369;train;2.04995629833333;5;21;202;10;21;399;binomial
breast_cancer_wisconsin;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990915750915751;test;2.04995629833333;5;21;202;10;21;399;binomial
vowel;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969200380386947;train;0.563955075;8;13;216;10;13;693;multinomial
vowel;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968014131055043;test;0.563955075;8;13;216;10;13;693;multinomial
564_fried;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125184238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269339489806397;train;22.0004134933333;12;276;576;10;10;28538;continuous
564_fried;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125184238_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29617629532977;test;22.0004134933333;12;276;576;10;10;28538;continuous
clean2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995824501375454;train;5.00954058;3;160;326;1;108;4619;binomial
clean2;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125144915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995435462400655;test;5.00954058;3;160;326;1;108;4619;binomial
confidence;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955873015873016;train;0.649101573333333;3;160;326;1;1;51;multinomial
confidence;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125110047_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936666666666667;test;0.649101573333333;3;160;326;1;1;51;multinomial
agaricus_lepiota;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.64763119;3;160;326;20;20;5702;binomial
agaricus_lepiota;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191132_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.64763119;3;160;326;20;20;5702;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.760536158316667;3;160;326;17;22;399;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125163641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979584316037736;test;0.760536158316667;3;160;326;17;22;399;binomial
ann_thyroid;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999947701913477;train;2.73474699166667;3;160;326;21;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999894120081657;test;2.73474699166667;3;160;326;21;21;5040;multinomial
analcatdata_aids;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953947368421053;train;0.941122501666667;5;200;410;1;3;35;binomial
analcatdata_aids;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124210059_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.546296296296296;test;0.941122501666667;5;200;410;1;3;35;binomial
201_pol;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.154822747689253;train;29.4077022566667;10;300;620;21;25;10500;continuous
201_pol;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124210313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181466637311784;test;29.4077022566667;10;300;620;21;25;10500;continuous
mfeat_zernike;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987975688031028;train;2.86299969333333;3;160;326;27;32;1400;multinomial
mfeat_zernike;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980131065712034;test;2.86299969333333;3;160;326;27;32;1400;multinomial
analcatdata_cyyoung9302;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886;train;2.57538368166667;20;427;894;4;6;65;binomial
analcatdata_cyyoung9302;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125144031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934782608695652;test;2.57538368166667;20;427;894;4;6;65;binomial
lupus;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124183343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875;train;0.0595996816666667;3;8;64;1;2;61;binomial
lupus;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124183343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.793939393939394;test;0.0595996816666667;3;8;64;1;2;61;binomial
607_fri_c4_1000_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125095102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825437479800578;train;0.639309678333333;8;190;396;5;50;700;continuous
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537_houses;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.577225859563904;train;1.12375062666667;3;12;88;6;6;14448;continuous
537_houses;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.580565105677532;test;1.12375062666667;3;12;88;6;6;14448;continuous
sleep;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880432308934623;train;1.61351168333333;3;13;88;10;13;74136;multinomial
sleep;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878852388484438;test;1.61351168333333;3;13;88;10;13;74136;multinomial
magic;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840210816565199;train;4.57453520166667;8;260;536;9;9;13314;binomial
magic;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124256_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834946451291579;test;4.57453520166667;8;260;536;9;9;13314;binomial
519_vinnie;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481475377197934;train;0.0546079583333333;3;10;80;1;2;266;continuous
519_vinnie;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125165603_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.457567652904761;test;0.0546079583333333;3;10;80;1;2;266;continuous
phoneme;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801209951029138;train;2.214063015;6;220;452;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125163537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805454396049737;test;2.214063015;6;220;452;5;5;3783;binomial
665_sleuth_case2002;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.727068038054368;train;0.201915568333333;5;30;250;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76776232289643;test;0.201915568333333;5;30;250;2;6;103;continuous
706_sleuth_case1202;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.529084306955794;train;1.431455165;6;204;420;6;6;66;continuous
706_sleuth_case1202;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503945060407942;test;1.431455165;6;204;420;6;6;66;continuous
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.686708895896252;train;1.96695302998333;10;300;620;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.497434418265728;test;1.96695302998333;10;300;620;1;1;849;binomial
analcatdata_authorship;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.266831203333333;3;61;138;52;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090731_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999534889883262;test;0.266831203333333;3;61;138;52;70;589;multinomial
profb;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.668705807579249;train;1.60203492;9;280;578;9;9;471;binomial
profb;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126084912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.707919621749409;test;1.60203492;9;280;578;9;9;471;binomial
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206349775416617;train;1.18105267;3;160;326;5;25;700;continuous
589_fri_c2_1000_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153512_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304458949576907;test;1.18105267;3;160;326;5;25;700;continuous
new_thyroid;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.612573325;3;144;294;5;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995908699397071;test;0.612573325;3;144;294;5;5;151;multinomial
581_fri_c3_500_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810656504887587;train;0.1880877;3;90;186;5;25;350;continuous
581_fri_c3_500_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124203334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882895485392617;test;0.1880877;3;90;186;5;25;350;continuous
backache;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.813207547169811;train;1.42264870166667;5;200;410;15;32;126;binomial
backache;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124161941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.522448979591837;test;1.42264870166667;5;200;410;15;32;126;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.038138415;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.038138415;3;4;32;0;1;849;binomial
666_rmftsa_ladata;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124211742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.57413079451512;train;0.77176572;10;50;460;8;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124211742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49617346536013;test;0.77176572;10;50;460;8;10;356;continuous
634_fri_c2_100_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.432583047665313;train;2.74123482333333;15;394;818;1;9;70;continuous
634_fri_c2_100_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124170324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.550997893465897;test;2.74123482333333;15;394;818;1;9;70;continuous
mnist;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994836262389458;train;159.156708081667;0;100;200;521;525;49000;multinomial
mnist;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125150751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993972685131139;test;159.156708081667;0;100;200;521;525;49000;multinomial
201_pol;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.506488346732178;train;0.453130326683333;6;125;302;25;25;10500;continuous
201_pol;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125173702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496045369586118;test;0.453130326683333;6;125;302;25;25;10500;continuous
analcatdata_authorship;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124201110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.232144968333333;3;60;138;61;70;589;multinomial
analcatdata_authorship;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124201110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999947544560895;test;0.232144968333333;3;60;138;61;70;589;multinomial
649_fri_c0_500_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453287365327856;train;0.110892378333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125191701_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478171862567533;test;0.110892378333333;3;25;156;5;5;350;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.442354228381747;train;0.850347585;3;72;150;49;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.390790107205322;test;0.850347585;3;72;150;49;72;742;continuous
wine_quality_red;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125105710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780402904950782;train;4.57429321666667;7;11;152;6;11;1120;multinomial
wine_quality_red;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125105710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.803739683208324;test;4.57429321666667;7;11;152;6;11;1120;multinomial
503_wind;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472483573986172;train;0.895806336666667;5;70;260;13;14;4602;continuous
503_wind;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467985552717965;test;0.895806336666667;5;70;260;13;14;4602;continuous
665_sleuth_case2002;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791999609925137;train;1.02569318666667;3;160;326;2;6;103;continuous
665_sleuth_case2002;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162408_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.729542643072044;test;1.02569318666667;3;160;326;2;6;103;continuous
574_house_16H;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578390904888559;train;3.30697720333333;3;30;138;15;15;15949;continuous
574_house_16H;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.598381235808056;test;3.30697720333333;3;30;138;15;15;15949;continuous
wine_recognition;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996932106175804;train;0.668514861666667;3;160;326;13;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125105201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.668514861666667;3;160;326;13;13;125;multinomial
344_mv;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125181328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.43142787555847;train;1.28619521833333;3;20;132;10;10;28538;continuous
344_mv;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125181328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.428426427206676;test;1.28619521833333;3;20;132;10;10;28538;continuous
analcatdata_boxing1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.614721485411141;train;0.0764984166666667;3;12;76;1;3;84;binomial
analcatdata_boxing1;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.6421875;test;0.0764984166666667;3;12;76;1;3;84;binomial
sleep;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.894439551323446;train;31.24061841;3;160;326;11;13;74136;multinomial
sleep;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125140754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891002902180522;test;31.24061841;3;160;326;11;13;74136;multinomial
agaricus_lepiota;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;2.89154609;3;160;326;20;20;5702;binomial
agaricus_lepiota;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085022_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;2.89154609;3;160;326;20;20;5702;binomial
appendicitis;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881666666666667;train;0.397583346666667;11;4;94;3;4;75;binomial
appendicitis;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125172932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.656666666666667;test;0.397583346666667;11;4;94;3;4;75;binomial
622_fri_c2_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812644585542787;train;2.17043218;20;304;648;22;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80142711579942;test;2.17043218;20;304;648;22;50;700;continuous
spambase;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980323331355132;train;0.406121921666667;3;80;166;54;55;3221;binomial
spambase;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124183012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976936951745861;test;0.406121921666667;3;80;166;54;55;3221;binomial
590_fri_c0_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.475257501920755;train;0.672497505;3;72;150;20;50;700;continuous
590_fri_c0_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125103927_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484070891686815;test;0.672497505;3;72;150;20;50;700;continuous
560_bodyfat;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0413280420935896;train;0.185025773333333;3;65;186;1;13;177;continuous
560_bodyfat;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125153047_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.041375969093074;test;0.185025773333333;3;65;186;1;13;177;continuous
twonorm;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997515048206738;train;1.586069405;3;160;326;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130512_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998673334096532;test;1.586069405;3;160;326;20;20;5180;binomial
analcatdata_lawsuit;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.245898876666667;3;112;230;2;4;185;binomial
analcatdata_lawsuit;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997716894977169;test;0.245898876666667;3;112;230;2;4;185;binomial
622_fri_c2_1000_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.798324301150083;train;1.24178595666667;6;99;276;8;50;700;continuous
622_fri_c2_1000_50;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868284212988639;test;1.24178595666667;6;99;276;8;50;700;continuous
penguins;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.08028366;3;7;48;5;7;241;multinomial
penguins;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125105231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.08028366;3;7;48;5;7;241;multinomial
cars;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999965190754664;train;0.657372925;3;160;326;1;7;275;multinomial
cars;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124162538_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.657372925;3;160;326;1;7;275;multinomial
prnn_fglass;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919713153587734;train;0.246746746666667;11;9;192;4;9;144;multinomial
prnn_fglass;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87404347826087;test;0.246746746666667;11;9;192;4;9;144;multinomial
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.386262441830746;train;2.60473640333333;20;292;624;38;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.377511162906109;test;2.60473640333333;20;292;624;38;71;742;continuous
225_puma8NH;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125132300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.752457485533001;train;1.976994565;5;200;410;3;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125132300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.738835460521188;test;1.976994565;5;200;410;3;8;5735;continuous
618_fri_c3_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818896643238556;train;1.11721038666667;20;232;548;16;50;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863507482924953;test;1.11721038666667;20;232;548;16;50;700;continuous
analcatdata_aids;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124202559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.631578947368421;train;0.0630519366666667;3;8;62;1;2;35;binomial
analcatdata_aids;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124202559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777777777777778;test;0.0630519366666667;3;8;62;1;2;35;binomial
pendigits;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998292988563365;train;30.8077503566667;1;16;42;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125134231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998283879120739;test;30.8077503566667;1;16;42;16;16;7695;multinomial
657_fri_c2_250_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779341502290619;train;0.295869785;6;50;292;10;10;175;continuous
657_fri_c2_250_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824982887707322;test;0.295869785;6;50;292;10;10;175;continuous
ann_thyroid;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999853149357594;train;3.65978422;3;160;326;21;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125201246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999764928950951;test;3.65978422;3;160;326;21;21;5040;multinomial
mfeat_factors;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.987979763333333;3;66;138;121;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125124210_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990802356630825;test;0.987979763333333;3;66;138;121;133;1400;multinomial
ecoli;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975166974758478;train;0.573296561666667;5;5;56;4;5;229;multinomial
ecoli;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125200852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985339157621766;test;0.573296561666667;5;5;56;4;5;229;multinomial
hepatitis;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911255411255411;train;1.25306634333333;10;19;364;9;19;109;binomial
hepatitis;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.703896103896104;test;1.25306634333333;10;19;364;9;19;109;binomial
561_cpu;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.141430940793334;train;1.256871375;6;220;452;6;7;147;continuous
561_cpu;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.120062492775182;test;1.256871375;6;220;452;6;7;147;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813327955359628;train;0.16652575165;3;50;166;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832339474140184;test;0.16652575165;3;50;166;5;10;700;continuous
heart_c;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964317573595005;train;0.65785307835;3;160;326;10;13;213;binomial
heart_c;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125204126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919841662543295;test;0.65785307835;3;160;326;10;13;213;binomial
penguins;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125143418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.643043775016667;3;160;326;5;7;241;multinomial
penguins;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125143418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.643043775016667;3;160;326;5;7;241;multinomial
657_fri_c2_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785351406855789;train;0.857611371666667;3;160;326;10;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836120295216848;test;0.857611371666667;3;160;326;10;10;175;continuous
waveform_21;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966602945778902;train;14.226385685;7;21;254;20;21;3500;multinomial
waveform_21;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974308153558847;test;14.226385685;7;21;254;20;21;3500;multinomial
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.497327344479758;train;0.635061488333333;3;68;150;18;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490947320844562;test;0.635061488333333;3;68;150;18;50;700;continuous
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634_fri_c2_100_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391010247533298;train;0.551500341666667;3;160;326;2;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125145239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.537183525321067;test;0.551500341666667;3;160;326;2;9;70;continuous
hypothyroid;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125132802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950437534218609;train;1.75683718833333;8;206;428;12;20;2215;binomial
hypothyroid;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125132802_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936119497854759;test;1.75683718833333;8;206;428;12;20;2215;binomial
waveform_40;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970105019670995;train;9.32954159833333;3;39;136;34;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971346762631144;test;9.32954159833333;3;39;136;34;40;3500;multinomial
breast_w;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995099506209786;train;0.718702305;3;9;62;6;9;490;binomial
breast_w;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125172530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993112947658402;test;0.718702305;3;9;62;6;9;490;binomial
225_puma8NH;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.492359645820371;train;4.59876297833333;3;160;326;8;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132300_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52192142005725;test;4.59876297833333;3;160;326;8;8;5735;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.750339685498904;train;1.58155900998333;8;260;536;41;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851716579105407;test;1.58155900998333;8;260;536;41;50;175;continuous
616_fri_c4_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822379311705933;train;0.869877568333333;3;72;150;9;50;350;continuous
616_fri_c4_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125123024_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851117554313979;test;0.869877568333333;3;72;150;9;50;350;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345100437549295;train;1.14698089166667;3;160;326;6;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093128_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439933739519911;test;1.14698089166667;3;160;326;6;25;700;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467640608414707;train;3.37849294;11;100;486;48;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124155528_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540500057362305;test;3.37849294;11;100;486;48;50;175;continuous
cloud;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996126385336743;train;0.682137263333333;3;160;326;1;5;76;multinomial
cloud;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936507936507937;test;0.682137263333333;3;160;326;1;5;76;multinomial
mfeat_factors;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998848350838;train;27.0083623;3;66;138;105;131;1400;multinomial
mfeat_factors;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124185403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999016986023183;test;27.0083623;3;66;138;105;131;1400;multinomial
horse_colic;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961511139812722;train;0.687440536666667;3;160;326;17;22;258;binomial
horse_colic;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.867444326617179;test;0.687440536666667;3;160;326;17;22;258;binomial
adult;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89918725409389;train;16.4919283616667;6;188;388;12;12;34190;binomial
adult;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.895677423402982;test;16.4919283616667;6;188;388;12;12;34190;binomial
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223638339193161;train;0.910367773333333;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.566012890355346;test;0.910367773333333;3;160;326;0;3;333;continuous
522_pm10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.498659178843476;train;1.122997015;5;200;410;7;7;350;continuous
522_pm10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.73069421928027;test;1.122997015;5;200;410;7;7;350;continuous
flags;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85803304961276;train;1.39550002998333;5;200;410;28;39;125;multinomial
flags;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680209942562884;test;1.39550002998333;5;200;410;28;39;125;multinomial
german;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816395375811939;train;1.52126147833333;8;260;536;20;20;700;binomial
german;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735152229845626;test;1.52126147833333;8;260;536;20;20;700;binomial
mnist;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985444901768677;train;47.8640586283333;2;46;96;373;662;49000;multinomial
mnist;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124164714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980258864126852;test;47.8640586283333;2;46;96;373;662;49000;multinomial
560_bodyfat;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0257947350069242;train;1.41883410666667;10;252;524;12;13;177;continuous
560_bodyfat;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0672159933826132;test;1.41883410666667;10;252;524;12;13;177;continuous
lupus;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880718954248366;train;0.128508413333333;7;8;128;1;2;61;binomial
lupus;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8125;test;0.128508413333333;7;8;128;1;2;61;binomial
627_fri_c2_500_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125160459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235044127227109;train;0.594288895;3;160;326;5;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125160459_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393151749356444;test;0.594288895;3;160;326;5;10;350;continuous
564_fried;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125210213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490524410157848;train;3.05251526666667;9;20;372;5;10;28538;continuous
564_fried;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125210213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48973981059647;test;3.05251526666667;9;20;372;5;10;28538;continuous
new_thyroid;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126093933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999220903751648;train;0.0407509233333333;3;5;36;2;5;151;multinomial
new_thyroid;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126093933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99822695035461;test;0.0407509233333333;3;5;36;2;5;151;multinomial
nikuradse_2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81948445652125;train;0.0364066966666667;3;5;40;1;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124192249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770603164542789;test;0.0364066966666667;3;5;40;1;1;254;continuous
coil2000;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.724169918504561;train;14.6689082733333;11;320;662;11;59;6876;binomial
coil2000;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.708152145324473;test;14.6689082733333;11;320;662;11;59;6876;binomial
tae;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.747874694749695;train;1.11720526;6;204;420;5;5;106;multinomial
tae;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161209_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.667571644042232;test;1.11720526;6;204;420;5;5;106;multinomial
haberman;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718368990108121;train;0.718155451666667;3;160;326;2;3;215;binomial
haberman;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124182312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.671296296296296;test;0.718155451666667;3;160;326;2;3;215;binomial
analcatdata_happiness;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818948412698413;train;0.268206628333333;11;3;72;1;3;42;multinomial
analcatdata_happiness;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534722222222222;test;0.268206628333333;11;3;72;1;3;42;multinomial
analcatdata_japansolvent;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911764705882353;train;0.641436368333333;3;160;326;4;4;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125165933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.803571428571429;test;0.641436368333333;3;160;326;4;4;37;binomial
ecoli;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982249899692697;train;1.10792314333333;5;200;410;6;6;229;multinomial
ecoli;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125164315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972275899087493;test;1.10792314333333;5;200;410;6;6;229;multinomial
647_fri_c1_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821835574049046;train;1.70347086666667;6;220;452;3;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851002210178338;test;1.70347086666667;6;220;452;3;10;175;continuous
618_fri_c3_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822703701627866;train;0.870447658333333;3;72;150;46;50;700;continuous
618_fri_c3_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844781108336513;test;0.870447658333333;3;72;150;46;50;700;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202943702557982;train;2.56964096166667;11;320;662;5;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371563633096146;test;2.56964096166667;11;320;662;5;25;350;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.308196592320173;train;0.085126965;3;15;120;0;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.144058436767099;test;0.085126965;3;15;120;0;3;333;continuous
210_cloud;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.277466763205463;train;1.10270535333333;6;204;420;4;5;76;continuous
210_cloud;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124212615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.270128248990512;test;1.10270535333333;6;204;420;4;5;76;continuous
503_wind;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124200522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467516028310026;train;1.77355039666667;8;207;430;9;14;4602;continuous
503_wind;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124200522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481939738966924;test;1.77355039666667;8;207;430;9;14;4602;continuous
glass;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125130835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875776430976431;train;0.115594735;5;9;98;4;9;144;multinomial
glass;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125130835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.809428418803419;test;0.115594735;5;9;98;4;9;144;multinomial
210_cloud;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.226530477509019;train;0.197833996666667;5;25;240;3;5;76;continuous
210_cloud;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124155643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314038180340785;test;0.197833996666667;5;25;240;3;5;76;continuous
collins;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.564834446666667;7;20;234;1;20;340;multinomial
collins;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126093136_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.564834446666667;7;20;234;1;20;340;multinomial
sonar;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.959695651666667;3;160;326;60;60;146;binomial
sonar;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125124326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891025641025641;test;0.959695651666667;3;160;326;60;60;146;binomial
631_fri_c1_500_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819696232669542;train;0.123533373333333;3;25;156;5;5;350;continuous
631_fri_c1_500_5;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848601837749304;test;0.123533373333333;3;25;156;5;5;350;continuous
635_fri_c0_250_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2870431589033;train;2.45930858833333;20;350;740;9;10;175;continuous
635_fri_c0_250_10;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.531391708794627;test;2.45930858833333;20;350;740;9;10;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768276762419504;train;3.31569178665;11;50;486;25;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125085247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.872440510842199;test;3.31569178665;11;50;486;25;25;175;continuous
616_fri_c4_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834796521350685;train;0.557537196666667;3;72;150;5;50;350;continuous
616_fri_c4_500_50;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814310705535918;test;0.557537196666667;3;72;150;5;50;350;continuous
Hill_Valley_without_noise;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.531775545318311;train;1.895828305;10;300;620;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126085641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.49559585492228;test;1.895828305;10;300;620;1;1;849;binomial
635_fri_c0_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.537758224071053;train;0.19101138;3;50;166;5;10;175;continuous
635_fri_c0_250_10;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526573408077743;test;0.19101138;3;50;166;5;10;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.721732142996816;train;0.282416151683333;5;122;270;16;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.880645829067617;test;0.282416151683333;5;122;270;16;25;175;continuous
192_vineyard;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.623302198324747;train;1.41422649333333;20;271;582;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170949_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503919529221513;test;1.41422649333333;20;271;582;2;2;37;continuous
mfeat_morphological;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924861462136684;train;1.42002780166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120637_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921825164527329;test;1.42002780166667;3;160;326;2;2;1400;multinomial
621_fri_c0_100_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262250846200506;train;1.78973325166667;11;320;662;5;10;70;continuous
621_fri_c0_100_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.540946966186198;test;1.78973325166667;11;320;662;5;10;70;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914454560797095;train;2.16353722166667;3;18;122;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916824142821183;test;2.16353722166667;3;18;122;9;9;81648;continuous
wine_recognition;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0779677516666667;3;13;84;11;13;125;multinomial
wine_recognition;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0779677516666667;3;13;84;11;13;125;multinomial
218_house_8L;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446313256825188;train;2.43188124665;3;16;108;8;8;15949;continuous
218_house_8L;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.444900685863765;test;2.43188124665;3;16;108;8;8;15949;continuous
1089_USCrime;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33070518925283;train;0.593841441666667;3;160;326;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435992681870494;test;0.593841441666667;3;160;326;5;5;33;continuous
663_rabe_266;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.117377476447862;train;1.30684842166667;7;240;494;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182334_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147412236618705;test;1.30684842166667;7;240;494;2;2;84;continuous
spectf;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877856780091417;train;0.206689265;3;75;174;6;44;245;binomial
spectf;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111817_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794022988505747;test;0.206689265;3;75;174;6;44;245;binomial
537_houses;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601092157612461;train;0.169653105;3;25;156;5;5;14448;continuous
537_houses;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.600709185422519;test;0.169653105;3;25;156;5;5;14448;continuous
page_blocks;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965023699115694;train;17.5383261416667;7;7;106;4;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163836_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971570377655389;test;17.5383261416667;7;7;106;4;7;3832;multinomial
lupus;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897058823529412;train;0.584482680016667;3;160;326;1;2;61;binomial
lupus;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125175757_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.701388888888889;test;0.584482680016667;3;160;326;1;2;61;binomial
624_fri_c0_100_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.514844169145126;train;0.311093161666667;5;10;116;5;5;70;continuous
624_fri_c0_100_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509819149403266;test;0.311093161666667;5;10;116;5;5;70;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811514510554688;train;0.86214109;3;49;146;9;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810019995422238;test;0.86214109;3;49;146;9;25;700;continuous
heart_h;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907228430484244;train;0.497234656666667;8;48;376;3;12;206;binomial
heart_h;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908240794856809;test;0.497234656666667;8;48;376;3;12;206;binomial
656_fri_c1_100_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.764332735154661;train;0.133539098333333;3;10;76;5;5;70;continuous
656_fri_c1_100_5;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.00320838912834;test;0.133539098333333;3;10;76;5;5;70;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810623095499081;train;1.34269543;5;200;410;7;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126084130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843253142569543;test;1.34269543;5;200;410;7;10;700;continuous
fars;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854198510164955;train;208.20016802;1;21;52;21;21;70678;multinomial
fars;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853857454508182;test;208.20016802;1;21;52;21;21;70678;multinomial
218_house_8L;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45021390278629;train;5.52215764833333;16;356;744;6;8;15949;continuous
218_house_8L;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439222615723985;test;5.52215764833333;16;356;744;6;8;15949;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.240365707901119;train;2.56769629333333;13;357;740;7;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.556793334327951;test;2.56769629333333;13;357;740;7;25;175;continuous
agaricus_lepiota;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125203950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999996300728571;train;0.3237092;3;48;102;10;20;5702;binomial
agaricus_lepiota;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125203950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999995307310808;test;0.3237092;3;48;102;10;20;5702;binomial
561_cpu;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.10163339324413;train;1.46084712;7;240;494;4;7;147;continuous
561_cpu;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.174622803235216;test;1.46084712;7;240;494;4;7;147;continuous
lupus;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875874125874126;train;0.587563133333333;3;160;326;1;3;61;binomial
lupus;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125163224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837278106508876;test;0.587563133333333;3;160;326;1;3;61;binomial
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147793925032772;train;2.90513216333333;20;375;790;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084121_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.125853414677747;test;2.90513216333333;20;375;790;3;3;333;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815816704913774;train;0.947241691666667;3;160;326;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.863546569703195;test;0.947241691666667;3;160;326;5;5;350;continuous
666_rmftsa_ladata;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395237058323455;train;3.39294811333333;17;440;914;5;10;356;continuous
666_rmftsa_ladata;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.458929357740546;test;3.39294811333333;17;440;914;5;10;356;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.334263834374397;train;0.534679671666667;3;160;326;2;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124212908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.616667133676216;test;0.534679671666667;3;160;326;2;2;33;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352065145274765;train;1.36945425666667;7;240;494;4;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.662621935127663;test;1.36945425666667;7;240;494;4;5;70;continuous
analcatdata_asbestos;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.858294930875576;train;0.253049336666667;10;12;236;2;3;59;binomial
analcatdata_asbestos;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125122945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874074074074074;test;0.253049336666667;10;12;236;2;3;59;binomial
horse_colic;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922731675815305;train;1.88662382333333;9;280;578;7;22;258;binomial
horse_colic;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854365500176741;test;1.88662382333333;9;280;578;7;22;258;binomial
647_fri_c1_250_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849495305571497;train;2.14263949333333;9;280;578;8;10;175;continuous
647_fri_c1_250_10;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126111920_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.763498309236495;test;2.14263949333333;9;280;578;8;10;175;continuous
buggyCrx;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933174553864209;train;1.16627570333333;5;200;410;14;14;483;binomial
buggyCrx;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945805207328833;test;1.16627570333333;5;200;410;14;14;483;binomial
645_fri_c3_500_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125092159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794861499567537;train;0.52530976;8;174;364;9;50;350;continuous
645_fri_c3_500_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125092159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797533452096322;test;0.52530976;8;174;364;9;50;350;continuous
634_fri_c2_100_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76948287060069;train;0.457402016666667;8;18;306;5;9;70;continuous
634_fri_c2_100_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126114042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.886190285808148;test;0.457402016666667;8;18;306;5;9;70;continuous
credit_g;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797150479430869;train;1.34314140833333;8;212;440;12;20;700;binomial
credit_g;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.774174528301887;test;1.34314140833333;8;212;440;12;20;700;binomial
695_chatfield_4;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354103605101406;train;0.629034868333333;3;160;326;4;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132936_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365519376775973;test;0.629034868333333;3;160;326;4;10;165;continuous
mfeat_morphological;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917446503105793;train;0.714836075;3;2;16;2;2;1400;multinomial
mfeat_morphological;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911605469250214;test;0.714836075;3;2;16;2;2;1400;multinomial
yeast;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875119405060408;train;2.86618586666667;8;212;440;7;8;1036;multinomial
yeast;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866427637362382;test;2.86618586666667;8;212;440;7;8;1036;multinomial
556_analcatdata_apnea2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.223638339193161;train;0.266433433333333;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.566012890355346;test;0.266433433333333;3;6;48;0;3;333;continuous
shuttle;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918278191487245;train;1.17785708833333;5;7;76;3;7;40600;multinomial
shuttle;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928402552438782;test;1.17785708833333;5;7;76;3;7;40600;multinomial
557_analcatdata_apnea1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.087637202093143;train;1.925116415;11;256;534;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208687693759611;test;1.925116415;11;256;534;3;3;333;continuous
604_fri_c4_500_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203249520978596;train;1.61987078001667;11;272;566;6;10;350;continuous
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1096_FacultySalaries;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201837_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31398370704578;train;2.70717596666667;20;500;1040;1;2;35;continuous
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analcatdata_cyyoung9302;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125124234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.555120025016667;13;24;500;6;6;65;binomial
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1096_FacultySalaries;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.32105939033563;train;0.61182827;3;160;326;2;2;35;continuous
1096_FacultySalaries;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.721510565716037;test;0.61182827;3;160;326;2;2;35;continuous
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651_fri_c0_100_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.54439906629167;train;1.244954285;5;200;410;6;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125143338_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.696392710963522;test;1.244954285;5;200;410;6;25;70;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756637753802512;train;2.38661789333333;11;50;486;21;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76866112851555;test;2.38661789333333;11;50;486;21;25;175;continuous
yeast;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126115247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899187803118923;train;1.60652659833333;5;200;410;7;8;1036;multinomial
yeast;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126115247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875468259240614;test;1.60652659833333;5;200;410;7;8;1036;multinomial
611_fri_c3_100_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.258095770682182;train;1.93977061;12;340;704;4;4;70;continuous
611_fri_c3_100_5;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.645471795809451;test;1.93977061;12;340;704;4;4;70;continuous
583_fri_c1_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829457226812817;train;0.770641291666667;5;88;234;6;50;700;continuous
583_fri_c1_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839229417084821;test;0.770641291666667;5;88;234;6;50;700;continuous
pendigits;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999578840500478;train;5.51668868;3;160;326;15;16;7695;multinomial
pendigits;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999339741376428;test;5.51668868;3;160;326;15;16;7695;multinomial
analcatdata_creditscore;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.317765973333333;3;112;230;2;6;70;binomial
analcatdata_creditscore;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124151359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995215311004785;test;0.317765973333333;3;112;230;2;6;70;binomial
mnist;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995111537741675;train;131.878994218333;0;100;200;523;525;49000;multinomial
mnist;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994219720516578;test;131.878994218333;0;100;200;523;525;49000;multinomial
clean2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999955999340736;train;4.47775644666667;7;240;494;4;110;4619;binomial
clean2;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124174601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997043735327363;test;4.47775644666667;7;240;494;4;110;4619;binomial
irish;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875016482067511;train;0.427437756666667;11;16;348;4;4;350;binomial
irish;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913426598837209;test;0.427437756666667;11;16;348;4;4;350;binomial
colic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125180404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877155306567071;train;2.98391192333333;13;22;440;5;22;258;binomial
colic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125180404_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918334013883218;test;2.98391192333333;13;22;440;5;22;258;binomial
706_sleuth_case1202;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429366465133078;train;0.936343433333333;5;200;410;5;6;66;continuous
706_sleuth_case1202;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.743990543819081;test;0.936343433333333;5;200;410;5;6;66;continuous
allhyper;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973428603969039;train;31.2760112666667;10;24;364;24;24;2640;multinomial
allhyper;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125133046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.886111743574175;test;31.2760112666667;10;24;364;24;24;2640;multinomial
prnn_synth;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939346405228758;train;0.52967881;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125160624_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914285714285714;test;0.52967881;3;160;326;2;2;175;binomial
coil2000;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704539399261729;train;6.94106766166667;6;198;408;4;59;6876;binomial
coil2000;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75095778945584;test;6.94106766166667;6;198;408;4;59;6876;binomial
602_fri_c3_250_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845019629693044;train;2.38615947;11;320;662;8;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125155803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.920253641293296;test;2.38615947;11;320;662;8;9;175;continuous
analcatdata_boxing2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.90219421101774;train;1.35741552;9;277;572;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855263157894737;test;1.35741552;9;277;572;1;3;93;binomial
634_fri_c2_100_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.715673322623407;train;0.5846053;7;20;298;10;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.749559787774611;test;0.5846053;7;20;298;10;10;70;continuous
656_fri_c1_100_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.982253344905397;train;0.551412573333333;12;25;544;0;5;70;continuous
656_fri_c1_100_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124181928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.956504639218263;test;0.551412573333333;12;25;544;0;5;70;continuous
pendigits;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999300960015534;train;6.73556525333333;5;200;410;15;16;7695;multinomial
pendigits;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998778114577665;test;6.73556525333333;5;200;410;15;16;7695;multinomial
593_fri_c1_1000_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257897587196084;train;0.927374599983333;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172947_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330355168961012;test;0.927374599983333;3;160;326;5;10;700;continuous
iris;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9953125;train;0.0319487016666667;3;3;24;1;3;105;multinomial
iris;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124194454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985185185185185;test;0.0319487016666667;3;3;24;1;3;105;multinomial
596_fri_c2_250_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805892381688482;train;0.24908148165;3;10;72;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840999425701803;test;0.24908148165;3;10;72;5;5;175;continuous
602_fri_c3_250_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802620767376791;train;0.387374175;9;45;418;6;9;175;continuous
602_fri_c3_250_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125102746_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863549810904709;test;0.387374175;9;45;418;6;9;175;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.511765157421902;train;1.45524404833333;5;50;234;14;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164607_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522904026911502;test;1.45524404833333;5;50;234;14;25;350;continuous
hypothyroid;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945912215015205;train;1.53526340666667;18;80;796;8;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125172617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94292689194398;test;1.53526340666667;18;80;796;8;20;2215;binomial
analcatdata_japansolvent;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912280701754386;train;0.307213005;8;20;292;2;5;37;binomial
analcatdata_japansolvent;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925925925925926;test;0.307213005;8;20;292;2;5;37;binomial
690_visualizing_galaxy;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.338146243209218;train;0.206698605;3;6;48;3;3;227;continuous
690_visualizing_galaxy;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125130303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.303662104606522;test;0.206698605;3;6;48;3;3;227;continuous
nikuradse_1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.194510554527447;train;0.649382535;3;160;326;1;2;254;continuous
nikuradse_1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.252890119752943;test;0.649382535;3;160;326;1;2;254;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.963431167280402;train;0.236987628333333;7;8;124;2;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.944130528003764;test;0.236987628333333;7;8;124;2;4;70;continuous
allhypo;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835228030690202;train;3.679011845;9;248;514;10;24;2639;multinomial
allhypo;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821494317402098;test;3.679011845;9;248;514;10;24;2639;multinomial
wine_quality_red;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794672812513167;train;0.417353881683333;13;11;288;5;11;1120;multinomial
wine_quality_red;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744331599630143;test;0.417353881683333;13;11;288;5;11;1120;multinomial
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473301761071104;train;0.915740825;3;160;326;10;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125123228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505240246592651;test;0.915740825;3;160;326;10;10;700;continuous
prnn_crabs;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998979383547663;train;0.147205223333333;3;3;24;2;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99888765294772;test;0.147205223333333;3;3;24;2;3;140;binomial
new_thyroid;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.663877065;3;160;326;5;5;151;multinomial
new_thyroid;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997537431048069;test;0.663877065;3;160;326;5;5;151;multinomial
adult;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898029691945976;train;2.1843698;5;48;250;9;12;34190;binomial
adult;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124160214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894229423799577;test;2.1843698;5;48;250;9;12;34190;binomial
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833104088752879;train;0.87906272835;19;223;506;5;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125083153_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848091635238964;test;0.87906272835;19;223;506;5;50;700;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126102312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242301361527642;train;1.24804905666667;6;220;452;5;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126102312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446966378678301;test;1.24804905666667;6;220;452;5;5;175;continuous
german;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.718331335411172;train;1.53429753331667;6;220;452;6;20;700;binomial
german;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150216_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.731600547195622;test;1.53429753331667;6;220;452;6;20;700;binomial
583_fri_c1_1000_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829010947489738;train;2.43068060333333;8;260;536;35;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124151948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845252641577694;test;2.43068060333333;8;260;536;35;50;700;continuous
1089_USCrime;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369759727504175;train;0.228659908333333;6;6;84;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522583557018057;test;0.228659908333333;6;6;84;3;3;33;continuous
heart_h;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898547739211041;train;1.786954895;9;280;578;7;12;206;binomial
heart_h;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125155154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904132231404959;test;1.786954895;9;280;578;7;12;206;binomial
flags;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808136757789536;train;2.31165392333333;10;300;620;13;39;125;multinomial
flags;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161847_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715141093474427;test;2.31165392333333;10;300;620;13;39;125;multinomial
659_sleuth_ex1714;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.334370632261091;train;0.0750828416666667;3;10;76;1;2;33;continuous
659_sleuth_ex1714;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125120255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.613345997563123;test;0.0750828416666667;3;10;76;1;2;33;continuous
663_rabe_266;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.109434053316745;train;1.26531536166667;8;260;536;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124151700_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160146961764446;test;1.26531536166667;8;260;536;2;2;84;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.572738561130317;train;27.96643643;11;320;662;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.597301496163746;test;27.96643643;11;320;662;9;9;21773;continuous
561_cpu;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.090567470761878;train;0.878046393333333;5;200;410;6;7;147;continuous
561_cpu;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125093002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169285147363193;test;0.878046393333333;5;200;410;6;7;147;continuous
604_fri_c4_500_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.862326513320522;train;0.88274011;3;160;326;5;10;350;continuous
604_fri_c4_500_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124171905_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845747340628227;test;0.88274011;3;160;326;5;10;350;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200763974496434;train;3.08242227833333;7;240;494;5;50;700;continuous
622_fri_c2_1000_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318025327983708;test;3.08242227833333;7;240;494;5;50;700;continuous
shuttle;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999162992336257;train;31.05759254;7;240;494;8;8;40600;multinomial
shuttle;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995650981863604;test;31.05759254;7;240;494;8;8;40600;multinomial
analcatdata_boxing1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.614721485411141;train;0.317158468333333;13;12;294;1;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125161905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.6421875;test;0.317158468333333;13;12;294;1;3;84;binomial
623_fri_c4_1000_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125204218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.833792483514949;train;0.40141069;8;50;376;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125204218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812797136867559;test;0.40141069;8;50;376;5;10;700;continuous
nikuradse_1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.191452951281158;train;0.081835055;3;10;80;2;2;254;continuous
nikuradse_1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.180379727324104;test;0.081835055;3;10;80;2;2;254;continuous
bupa;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.745420995079278;train;1.639805825;8;260;536;5;5;242;binomial
bupa;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124154919_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.644042232277526;test;1.639805825;8;260;536;5;5;242;binomial
analcatdata_boxing1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.614721485411141;train;0.245756943333333;8;3;54;1;3;84;binomial
analcatdata_boxing1;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124193550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6421875;test;0.245756943333333;8;3;54;1;3;84;binomial
537_houses;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606262146941651;train;0.911572608333333;3;10;72;5;5;14448;continuous
537_houses;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124180317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.59723588570558;test;0.911572608333333;3;10;72;5;5;14448;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232698697802253;train;1.57879616166667;7;240;494;6;25;350;continuous
584_fri_c4_500_25;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.320666871101309;test;1.57879616166667;7;240;494;6;25;350;continuous
allbp;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996812558822014;train;3.40112752333333;7;240;494;3;25;2641;multinomial
allbp;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993795468097794;test;3.40112752333333;7;240;494;3;25;2641;multinomial
iris;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995386389850058;train;0.0305142733333333;3;3;24;3;3;105;multinomial
iris;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125101727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997395833333333;test;0.0305142733333333;3;3;24;3;3;105;multinomial
glass2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867513611615245;train;0.592703068333333;11;36;502;8;9;115;binomial
glass2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124153246_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.73502722323049;test;0.592703068333333;11;36;502;8;9;115;binomial
titanic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.831968796979405;train;2.308949005;7;240;494;5;7;1545;binomial
titanic;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125174854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797506170300288;test;2.308949005;7;240;494;5;7;1545;binomial
658_fri_c3_250_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.864748249316384;train;1.15280943;16;125;732;9;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.748678124749811;test;1.15280943;16;125;732;9;25;175;continuous
analcatdata_authorship;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.25398821835;3;47;106;70;70;589;multinomial
analcatdata_authorship;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126104041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999961473262444;test;3.25398821835;3;47;106;70;70;589;multinomial
glass;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997430750702529;train;0.695250851666667;3;160;326;9;9;144;multinomial
glass;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125122214_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915797101449275;test;0.695250851666667;3;160;326;9;9;144;multinomial
tae;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.587078261674457;train;0.23237384165;3;5;38;2;5;106;multinomial
tae;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.474694311536417;test;0.23237384165;3;5;38;2;5;106;multinomial
582_fri_c1_500_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820359698365155;train;0.20715798;3;90;186;5;25;350;continuous
582_fri_c1_500_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873373853021127;test;0.20715798;3;90;186;5;25;350;continuous
604_fri_c4_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844943913383762;train;0.876001333316667;3;160;326;6;10;350;continuous
604_fri_c4_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861994654122163;test;0.876001333316667;3;160;326;6;10;350;continuous
waveform_40;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125154911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96963514296698;train;1.77231699333333;3;160;326;36;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125154911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972023265508862;test;1.77231699333333;3;160;326;36;40;3500;multinomial
tokyo1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124183619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930915681853522;train;1.484093195;6;21;186;1;21;672;binomial
tokyo1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124183619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943040575243965;test;1.484093195;6;21;186;1;21;672;binomial
Hill_Valley_without_noise;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0340793566666667;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0340793566666667;3;4;32;0;1;849;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935849056603774;train;1.06720634501667;6;220;452;5;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124171229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822222222222222;test;1.06720634501667;6;220;452;5;7;68;binomial
prnn_fglass;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911985767737047;train;0.28400744;13;9;236;4;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886649305555556;test;0.28400744;13;9;236;4;9;144;multinomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125131325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.6353481;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125131325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.6353481;3;160;326;1;1;849;binomial
optdigits;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.38522928165;3;55;138;57;59;3934;multinomial
optdigits;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989299586826723;test;1.38522928165;3;55;138;57;59;3934;multinomial
tokyo1;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124190833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966441844192194;train;0.700092588333333;3;160;326;20;23;672;binomial
tokyo1;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124190833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970261941448382;test;0.700092588333333;3;160;326;20;23;672;binomial
656_fri_c1_100_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788093680113497;train;1.51352878166667;5;200;410;5;5;70;continuous
656_fri_c1_100_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126094403_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867944510539009;test;1.51352878166667;5;200;410;5;5;70;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124153623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812247843081461;train;1.87350809;8;260;536;12;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124153623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835671141249933;test;1.87350809;8;260;536;12;50;350;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805242006990286;train;2.41056376166667;9;280;578;37;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883793227151597;test;2.41056376166667;9;280;578;37;50;700;continuous
wine_quality_white;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.734689422757185;train;0.47482619;9;11;206;9;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.630615973099093;test;0.47482619;9;11;206;9;11;3429;multinomial
597_fri_c2_500_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198450690981728;train;1.84585895666667;9;280;578;4;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357318662513149;test;1.84585895666667;9;280;578;4;5;350;continuous
712_chscase_geyser1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469022829191718;train;0.111595045016667;3;4;32;2;2;156;continuous
712_chscase_geyser1;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522649889484606;test;0.111595045016667;3;4;32;2;2;156;continuous
satimage;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981059166812347;train;32.6241586866667;3;25;122;25;25;4505;multinomial
satimage;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975385090787073;test;32.6241586866667;3;25;122;25;25;4505;multinomial
1196_BNG_pharynx;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661107885663867;train;32.5907775;6;20;252;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105643_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661862715494083;test;32.5907775;6;20;252;10;10;700000;continuous
diabetes;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847825443786982;train;0.59376566;11;32;486;8;8;538;binomial
diabetes;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82643427741467;test;0.59376566;11;32;486;8;8;538;binomial
1595_poker;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81442095030272;train;30.4361069616667;5;200;410;10;10;717507;continuous
1595_poker;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81306348061587;test;30.4361069616667;5;200;410;10;10;717507;continuous
1191_BNG_pbc;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779939524947936;train;37.17399655;3;36;146;17;18;700000;continuous
1191_BNG_pbc;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780875588459708;test;37.17399655;3;36;146;17;18;700000;continuous
analcatdata_boxing2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125135542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747863247863248;train;0.30703594;13;12;306;1;3;93;binomial
analcatdata_boxing2;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125135542_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.585561497326203;test;0.30703594;13;12;306;1;3;93;binomial
horse_colic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876116071428571;train;0.790406213333333;3;160;326;4;22;258;binomial
horse_colic;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124193718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880299707602339;test;0.790406213333333;3;160;326;4;22;258;binomial
mfeat_morphological;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916204862416347;train;0.499548861666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911754941610362;test;0.499548861666667;3;2;16;2;2;1400;multinomial
584_fri_c4_500_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815405810433666;train;0.178226688333333;3;90;186;7;25;350;continuous
584_fri_c4_500_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.775511853330483;test;0.178226688333333;3;90;186;7;25;350;continuous
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596_fri_c2_250_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.889881818674079;test;2.25603304;10;300;620;5;5;175;continuous
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615_fri_c4_250_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786938807701087;train;2.94030137166667;12;292;608;9;9;175;continuous
615_fri_c4_250_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124203027_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901207281712112;test;2.94030137166667;12;292;608;9;9;175;continuous
prnn_crabs;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.549934661666667;3;160;326;3;3;140;binomial
prnn_crabs;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124210316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966517857142857;test;0.549934661666667;3;160;326;3;3;140;binomial
637_fri_c1_500_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853429306995759;train;0.261234793333333;3;90;186;3;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892847107344212;test;0.261234793333333;3;90;186;3;50;350;continuous
glass2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.756029684601113;train;1.03127090833333;14;9;262;5;9;115;binomial
glass2;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124191247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.679012345679012;test;1.03127090833333;14;9;262;5;9;115;binomial
waveform_40;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955037250289673;train;1.93108490831667;3;160;326;14;40;3500;multinomial
waveform_40;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133617_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960459098828483;test;1.93108490831667;3;160;326;14;40;3500;multinomial
ionosphere;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965719602089744;train;5.121748585;11;32;444;31;32;246;binomial
ionosphere;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163353_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.827901430842607;test;5.121748585;11;32;444;31;32;246;binomial
294_satellite_image;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464379539202722;train;0.20771927335;3;85;176;24;25;4505;continuous
294_satellite_image;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174702_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.440212606806238;test;0.20771927335;3;85;176;24;25;4505;continuous
haberman;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.717004005903437;train;1.84919859666667;13;288;602;1;3;215;binomial
haberman;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.658625730994152;test;1.84919859666667;13;288;602;1;3;215;binomial
hungarian;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877454400478421;train;0.663502708333333;3;160;326;7;12;206;binomial
hungarian;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126105016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90194292653309;test;0.663502708333333;3;160;326;7;12;206;binomial
diabetes;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837503010597303;train;0.637942685;3;160;326;8;8;538;binomial
diabetes;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852785372522215;test;0.637942685;3;160;326;8;8;538;binomial
nikuradse_2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821585222199037;train;0.530370875;3;160;326;0;1;254;continuous
nikuradse_2;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.774931503822394;test;0.530370875;3;160;326;0;1;254;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.676632000918326;train;0.761993745;7;18;272;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124165958_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.932682239265709;test;0.761993745;7;18;272;9;9;70;continuous
crx;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925723811194947;train;1.91727849333333;10;14;280;6;14;483;binomial
crx;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175017_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89906629318394;test;1.91727849333333;10;14;280;6;14;483;binomial
616_fri_c4_500_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.249675480902255;train;2.69186602166667;18;390;816;6;49;350;continuous
616_fri_c4_500_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.40255091097603;test;2.69186602166667;18;390;816;6;49;350;continuous
1193_BNG_lowbwt;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125210210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593792128804567;train;18.0019430416667;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125210210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594397729260913;test;18.0019430416667;3;160;326;9;9;21773;continuous
analcatdata_boxing2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726641998149861;train;0.857444975;3;160;326;3;3;93;binomial
analcatdata_boxing2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125355_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.582857142857143;test;0.857444975;3;160;326;3;3;93;binomial
641_fri_c1_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817588320154891;train;0.90974808;6;20;250;10;10;350;continuous
641_fri_c1_500_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878919883524375;test;0.90974808;6;20;250;10;10;350;continuous
bupa;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.66954791795294;train;1.64710076833333;7;240;494;3;5;242;binomial
bupa;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.674962006079027;test;1.64710076833333;7;240;494;3;5;242;binomial
prnn_fglass;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125182019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865736241356446;train;0.16008361;6;9;112;4;9;144;multinomial
prnn_fglass;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125182019_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87453125;test;0.16008361;6;9;112;4;9;144;multinomial
621_fri_c0_100_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502114578516564;train;0.36135843665;7;50;344;10;10;70;continuous
621_fri_c0_100_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487076392348204;test;0.36135843665;7;50;344;10;10;70;continuous
605_fri_c2_250_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124161058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787192124564466;train;1.74231925666667;7;50;318;11;25;175;continuous
605_fri_c2_250_25;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124161058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838172934048169;test;1.74231925666667;7;50;318;11;25;175;continuous
analcatdata_authorship;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.259578951666667;3;60;138;43;70;589;multinomial
analcatdata_authorship;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998392685428665;test;0.259578951666667;3;60;138;43;70;589;multinomial
604_fri_c4_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845636725509947;train;1.32329773;8;20;332;6;10;350;continuous
604_fri_c4_500_10;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803033779024136;test;1.32329773;8;20;332;6;10;350;continuous
wine_quality_white;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126115409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.728786419125717;train;5.59055661666667;11;256;534;11;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126115409_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.706236584474737;test;5.59055661666667;11;256;534;11;11;3429;multinomial
195_auto_price;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.404283377855399;train;0.353563758333333;7;50;344;4;10;112;continuous
195_auto_price;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124150048_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.361291052080799;test;0.353563758333333;7;50;344;4;10;112;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.660567366562923;train;2.96634533;14;380;788;5;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165023_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.68619965528563;test;2.96634533;14;380;788;5;6;103;continuous
645_fri_c3_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789195182710171;train;1.71048181;7;240;494;32;49;350;continuous
645_fri_c3_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.887041402845532;test;1.71048181;7;240;494;32;49;350;continuous
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.936673801666667;5;200;410;1;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124195947_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.936673801666667;5;200;410;1;1;849;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927604166666667;train;2.2819399;20;381;802;2;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86;test;2.2819399;20;381;802;2;7;68;binomial
646_fri_c3_500_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125183507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.789296263366623;train;0.863876856666667;3;160;326;4;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125183507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846095739469762;test;0.863876856666667;3;160;326;4;9;350;continuous
vowel;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99932856955644;train;1.517610155;3;160;326;10;13;693;multinomial
vowel;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125205253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991673587562578;test;1.517610155;3;160;326;10;13;693;multinomial
1196_BNG_pharynx;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658612112983249;train;310.34404779;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124210045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.659510639443453;test;310.34404779;0;100;200;5;10;700000;continuous
mnist;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.557239198329057;train;2.46065556666667;0;5;10;10;523;49000;multinomial
mnist;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126100431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.556619707944811;test;2.46065556666667;0;5;10;10;523;49000;multinomial
1201_BNG_breastTumor;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124202847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916690936553257;train;0.55128507;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124202847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.918908550393052;test;0.55128507;3;45;166;9;9;81648;continuous
cleveland;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.809779415101996;train;0.392951081666667;10;13;264;13;13;213;multinomial
cleveland;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.645106132075472;test;0.392951081666667;10;13;264;13;13;213;multinomial
auto;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812583286744872;train;0.122012328333333;3;20;110;2;20;142;multinomial
auto;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125105923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834736092367671;test;0.122012328333333;3;20;110;2;20;142;multinomial
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.385923447813204;train;1.66766244833333;7;224;462;61;70;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124174705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.396850411786628;test;1.66766244833333;7;224;462;61;70;742;continuous
Hill_Valley_without_noise;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.51200812755374;train;0.910722368333333;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153710_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.497692494534855;test;0.910722368333333;3;160;326;1;1;849;binomial
633_fri_c0_500_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265302566602085;train;2.95149445166667;12;321;666;8;25;350;continuous
633_fri_c0_500_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.518530481140625;test;2.95149445166667;12;321;666;8;25;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832453433842436;train;1.64911446166667;5;99;234;17;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125132401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.888417293148138;test;1.64911446166667;5;99;234;17;50;350;continuous
glass2;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.571428571428571;train;1.02322708666667;6;220;452;3;9;115;binomial
glass2;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125160029_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.617283950617284;test;1.02322708666667;6;220;452;3;9;115;binomial
breast_w;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126105641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995623223103397;train;0.534576775;3;9;62;9;9;490;binomial
breast_w;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126105641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993112947658402;test;0.534576775;3;9;62;9;9;490;binomial
titanic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124184519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.809497373071219;train;2.99403808166667;12;308;640;6;7;1545;binomial
titanic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124184519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.816265657206279;test;2.99403808166667;12;308;640;6;7;1545;binomial
621_fri_c0_100_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.541206197469936;train;0.29727428;6;50;302;10;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.551434450811046;test;0.29727428;6;50;302;10;10;70;continuous
auto;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996772884925059;train;1.258835875;6;220;452;16;21;142;multinomial
auto;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970582955404384;test;1.258835875;6;220;452;16;21;142;multinomial
analcatdata_asbestos;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860532407407407;train;0.154151508333333;12;3;78;2;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124194043_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9;test;0.154151508333333;12;3;78;2;3;59;binomial
breast;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.217009518333333;3;36;158;7;9;490;binomial
breast;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963361600347902;test;0.217009518333333;3;36;158;7;9;490;binomial
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813737367142567;train;1.61298192333333;9;20;372;10;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124193441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869029067500982;test;1.61298192333333;9;20;372;10;10;700;continuous
haberman;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712790430181735;train;0.070541545;3;12;86;1;3;215;binomial
haberman;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173251_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.679108796296296;test;0.070541545;3;12;86;1;3;215;binomial
waveform_21;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985673971748106;train;5.53243052833333;7;240;494;20;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126114221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966343551061585;test;5.53243052833333;7;240;494;20;21;3500;multinomial
560_bodyfat;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0933687836997035;train;0.982905058333333;6;188;388;13;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.093245847186309;test;0.982905058333333;6;188;388;13;13;177;continuous
hungarian;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88925404277517;train;0.678788695;3;160;326;3;12;206;binomial
hungarian;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171459_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921563342318059;test;0.678788695;3;160;326;3;12;206;binomial
613_fri_c3_250_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793473068871126;train;0.724426671666667;11;8;188;4;4;175;continuous
613_fri_c3_250_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083428_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846920160577722;test;0.724426671666667;11;8;188;4;4;175;continuous
allbp;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981336707377603;train;0.780369446666667;9;25;382;23;25;2641;multinomial
allbp;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931049493142516;test;0.780369446666667;9;25;382;23;25;2641;multinomial
537_houses;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.602886118342266;train;0.195130815;3;25;156;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125085130_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.605242539730891;test;0.195130815;3;25;156;5;5;14448;continuous
618_fri_c3_1000_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124191546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20678068363883;train;4.70542355666667;7;240;494;6;50;700;continuous
618_fri_c3_1000_50;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124191546_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.30731080362723;test;4.70542355666667;7;240;494;6;50;700;continuous
biomed;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938259109311741;train;0.641291188316667;3;160;326;7;8;147;binomial
biomed;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124150146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947603121516165;test;0.641291188316667;3;160;326;7;8;147;binomial
spectf;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.872425733552032;train;1.717624925;17;163;762;10;44;245;binomial
spectf;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125121653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843954248366013;test;1.717624925;17;163;762;10;44;245;binomial
596_fri_c2_250_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778520398849769;train;0.0961598133333333;3;25;156;5;5;175;continuous
596_fri_c2_250_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861868614312898;test;0.0961598133333333;3;25;156;5;5;175;continuous
230_machine_cpu;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.181766055257072;train;0.244545865;6;30;292;6;6;147;continuous
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Hill_Valley_with_noise;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550893997445722;train;;-Inf;-Inf;;1;1;849;binomial
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optdigits;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99881515543584;train;12.6117324133333;1;26;54;39;61;3934;multinomial
optdigits;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997188379066908;test;12.6117324133333;1;26;54;39;61;3934;multinomial
519_vinnie;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125181808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491556835885648;train;0.0558311283333333;3;10;80;1;2;266;continuous
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4544_GeographicalOriginalofMusic;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.367839041418137;train;2.04392142165;9;264;546;46;72;742;continuous
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607_fri_c4_1000_50;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855448229687181;test;1.68601669333333;7;240;494;36;50;700;continuous
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mfeat_fourier;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960857552076278;test;1.74788181333333;9;74;390;21;76;1400;multinomial
dis;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.802940437295803;train;2.20634211333333;20;100;880;23;25;2641;binomial
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647_fri_c1_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227438486974791;train;2.17581340166667;17;355;744;5;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126083522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378695215324256;test;2.17581340166667;17;355;744;5;10;175;continuous
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wine_recognition;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99280303030303;test;0.650419133333333;3;160;326;5;13;125;multinomial
pendigits;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998171894987256;train;1.15965239166667;5;16;142;16;16;7695;multinomial
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605_fri_c2_250_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.742011143441536;train;1.636614205;7;240;494;24;25;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892923154440154;test;1.636614205;7;240;494;24;25;175;continuous
ring;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775178737155189;train;1.63511988333333;3;160;326;20;20;5180;binomial
ring;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.759344112196718;test;1.63511988333333;3;160;326;20;20;5180;binomial
cleve;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126094916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93778507571611;train;1.50721656;9;13;238;7;13;213;binomial
cleve;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126094916_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899446958270488;test;1.50721656;9;13;238;7;13;213;binomial
shuttle;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91413732048585;train;34.115198025;3;160;326;7;7;40600;multinomial
shuttle;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126082433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915140339816259;test;34.115198025;3;160;326;7;7;40600;multinomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898500576701269;train;0.201433831666667;3;7;52;3;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124173500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909090909090909;test;0.201433831666667;3;7;52;3;7;68;binomial
wine_quality_white;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124193802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.636658414205012;train;0.269125791666667;5;11;112;1;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124193802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.606050530845922;test;0.269125791666667;5;11;112;1;11;3429;multinomial
654_fri_c0_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540626419131385;train;1.09556643333333;5;20;214;7;10;350;continuous
654_fri_c0_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125144004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.558190363051238;test;1.09556643333333;5;20;214;7;10;350;continuous
movement_libras;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984673711425111;train;12.6510074116667;3;22;132;9;22;252;multinomial
movement_libras;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953564775958484;test;12.6510074116667;3;22;132;9;22;252;multinomial
mfeat_karhunen;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998533002296701;train;5.45638885333333;6;204;420;54;64;1400;multinomial
mfeat_karhunen;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996347888798653;test;5.45638885333333;6;204;420;54;64;1400;multinomial
644_fri_c4_250_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808627921460361;train;0.284168756666667;5;120;270;16;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164256_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863611804419296;test;0.284168756666667;5;120;270;16;24;175;continuous
breast;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986657303370787;train;0.740402858333333;3;160;326;9;9;490;binomial
breast;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126113501_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996847140682757;test;0.740402858333333;3;160;326;9;9;490;binomial
658_fri_c3_250_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126105814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833682547312229;train;1.87488153166667;7;50;318;11;25;175;continuous
658_fri_c3_250_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126105814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818977310617939;test;1.87488153166667;7;50;318;11;25;175;continuous
diabetes;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842517234403448;train;0.622748371666667;7;8;120;8;8;538;binomial
diabetes;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833054426647542;test;0.622748371666667;7;8;120;8;8;538;binomial
615_fri_c4_250_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792784062734459;train;1.31256737333333;12;20;480;7;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83685413620936;test;1.31256737333333;12;20;480;7;10;175;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209394843474235;train;1.75222630833333;12;292;608;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.400846113690001;test;1.75222630833333;12;292;608;5;5;700;continuous
hepatitis;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938852813852814;train;2.03486140166667;12;18;420;9;18;109;binomial
hepatitis;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124154616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.625974025974026;test;2.03486140166667;12;18;420;9;18;109;binomial
movement_libras;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999969765684051;train;1.34080732835;3;160;326;20;20;252;multinomial
movement_libras;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976599269337365;test;1.34080732835;3;160;326;20;20;252;multinomial
ionosphere;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972673405367724;train;5.74832136333333;17;32;662;32;32;246;binomial
ionosphere;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125091422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931560592850915;test;5.74832136333333;17;32;662;32;32;246;binomial
profb;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.801513245973468;train;1.2467126;6;220;452;9;9;471;binomial
profb;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161026_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.641234127868122;test;1.2467126;6;220;452;9;9;471;binomial
230_machine_cpu;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.243763490378823;train;0.408677758333333;7;12;184;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.307323237061863;test;0.408677758333333;7;12;184;6;6;147;continuous
583_fri_c1_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826305173252769;train;1.02411923666667;5;98;234;13;50;700;continuous
583_fri_c1_1000_50;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838945042771434;test;1.02411923666667;5;98;234;13;50;700;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.529557786046501;train;1.59812997;10;20;416;8;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126105634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516419213206138;test;1.59812997;10;20;416;8;10;175;continuous
cloud;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725822344748176;train;1.205776135;5;200;410;4;7;76;multinomial
cloud;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.425925925925926;test;1.205776135;5;200;410;4;7;76;multinomial
690_visualizing_galaxy;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125210221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.295733062299617;train;0.124360275;3;20;142;3;4;227;continuous
690_visualizing_galaxy;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125210221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.327514334475401;test;0.124360275;3;20;142;3;4;227;continuous
ann_thyroid;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984606922512704;train;4.55550833;9;280;578;5;21;5040;multinomial
ann_thyroid;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125094357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981178703904558;test;4.55550833;9;280;578;5;21;5040;multinomial
678_visualizing_environmental;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743570546697006;train;1.01304485333333;6;220;452;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125175919_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824122354085611;test;1.01304485333333;6;220;452;3;3;78;continuous
heart_h;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930476877124318;train;3.19830168333333;16;420;872;12;12;206;binomial
heart_h;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.88870523415978;test;3.19830168333333;16;420;872;12;12;206;binomial
backache;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909905660377358;train;1.00556203666667;5;200;410;32;32;126;binomial
backache;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082452_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.620408163265306;test;1.00556203666667;5;200;410;32;32;126;binomial
fars;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907589840407554;train;33.8799884016667;0;100;200;10;21;70678;multinomial
fars;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112930_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885158755258205;test;33.8799884016667;0;100;200;10;21;70678;multinomial
542_pollution;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502602877087151;train;0.827599115;15;50;670;9;10;42;continuous
542_pollution;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.456975459000737;test;0.827599115;15;50;670;9;10;42;continuous
haberman;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124190059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.695384294068505;train;0.137914141666667;3;3;24;3;3;215;binomial
haberman;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124190059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.764840182648402;test;0.137914141666667;3;3;24;3;3;215;binomial
buggyCrx;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929308618963791;train;0.679465808333333;3;13;88;11;13;483;binomial
buggyCrx;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174406_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927965284474445;test;0.679465808333333;3;13;88;11;13;483;binomial
hungarian;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911392405063291;train;0.151182415;3;47;166;8;12;206;binomial
hungarian;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897996357012751;test;0.151182415;3;47;166;8;12;206;binomial
584_fri_c4_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124205515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815715385758752;train;0.160741806666667;3;90;186;11;24;350;continuous
584_fri_c4_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124205515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80974958417586;test;0.160741806666667;3;90;186;11;24;350;continuous
hungarian;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889827856025039;train;0.64944962;3;160;326;10;12;206;binomial
hungarian;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151828_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921563342318059;test;0.64944962;3;160;326;10;12;206;binomial
iris;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995078995078995;train;0.0852611266666667;3;3;24;1;3;105;multinomial
iris;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998217468805704;test;0.0852611266666667;3;3;24;1;3;105;multinomial
coil2000;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714220175738768;train;5.08427143;3;160;326;2;59;6876;binomial
coil2000;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.703359795549789;test;5.08427143;3;160;326;2;59;6876;binomial
1196_BNG_pharynx;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660867090361858;train;25.645642735;3;20;132;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112457_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662327707532045;test;25.645642735;3;20;132;10;10;700000;continuous
561_cpu;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.147303603915631;train;0.61912478;3;160;326;2;7;147;continuous
561_cpu;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.237935417211849;test;0.61912478;3;160;326;2;7;147;continuous
adult;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915479599390309;train;38.226376625;4;180;368;11;12;34190;binomial
adult;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9058063173851;test;38.226376625;4;180;368;11;12;34190;binomial
pendigits;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998808032153392;train;6.07630703833333;3;160;326;16;16;7695;multinomial
pendigits;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998112885616219;test;6.07630703833333;3;160;326;16;16;7695;multinomial
allhyper;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941163642608401;train;7.988845485;18;412;860;24;25;2640;multinomial
allhyper;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868501323517247;test;7.988845485;18;412;860;24;25;2640;multinomial
621_fri_c0_100_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489233885470349;train;0.714553966666667;6;20;260;10;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.557097744536069;test;0.714553966666667;6;20;260;10;10;70;continuous
519_vinnie;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474041718988432;train;0.079839465;3;4;32;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125153114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490214500672656;test;0.079839465;3;4;32;1;2;266;continuous
sleep;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.889438450400029;train;101.724451121667;1;13;36;13;13;74136;multinomial
sleep;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124160048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894070041441585;test;101.724451121667;1;13;36;13;13;74136;multinomial
588_fri_c4_1000_100;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184373694017997;train;2.60838508833333;3;160;326;5;100;700;continuous
588_fri_c4_1000_100;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.265275691110528;test;2.60838508833333;3;160;326;5;100;700;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833836588653184;train;1.97993813333333;20;268;576;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125180332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850101366522909;test;1.97993813333333;20;268;576;5;5;700;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.759745970714495;train;0.39689851;6;124;312;6;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125084132_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.930324784851406;test;0.39689851;6;124;312;6;25;175;continuous
prnn_synth;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125145413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91359477124183;train;0.443399578333333;3;144;294;1;2;175;binomial
prnn_synth;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125145413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926428571428571;test;0.443399578333333;3;144;294;1;2;175;binomial
649_fri_c0_500_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252748023785983;train;2.15586357;12;308;640;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124180002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.380756821068271;test;2.15586357;12;308;640;5;5;350;continuous
analcatdata_boxing1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125181157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.583786930016667;3;128;262;3;3;84;binomial
analcatdata_boxing1;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125181157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.583786930016667;3;128;262;3;3;84;binomial
tae;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.705288061170414;train;1.68828865;6;220;452;5;5;106;multinomial
tae;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140941_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778518518518519;test;1.68828865;6;220;452;5;5;106;multinomial
prnn_crabs;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.07281022;3;3;24;2;3;140;binomial
prnn_crabs;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994419642857143;test;0.07281022;3;3;24;2;3;140;binomial
tokyo1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961814159712135;train;2.419319005;6;24;238;8;24;672;binomial
tokyo1;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969099294628323;test;2.419319005;6;24;238;8;24;672;binomial
Hill_Valley_with_noise;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.540773783087582;train;0.543162144983333;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.524155765135382;test;0.543162144983333;3;160;326;1;1;849;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125093447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976470588235294;train;0.472087991666667;3;160;326;3;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125093447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.741071428571429;test;0.472087991666667;3;160;326;3;3;37;binomial
breast_w;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991409979907464;train;0.820783886666667;3;160;326;6;8;490;binomial
breast_w;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991788321167883;test;0.820783886666667;3;160;326;6;8;490;binomial
584_fri_c4_500_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166753574596718;train;3.24873605833333;9;280;578;5;25;350;continuous
584_fri_c4_500_25;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284722068524674;test;3.24873605833333;9;280;578;5;25;350;continuous
197_cpu_act;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.312454906485755;train;1.136125835;3;30;130;2;16;5735;continuous
197_cpu_act;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125163038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315453482775951;test;1.136125835;3;30;130;2;16;5735;continuous
waveform_40;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971593586932612;train;1.93781107833333;3;160;326;40;40;3500;multinomial
waveform_40;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973962501130295;test;1.93781107833333;3;160;326;40;40;3500;multinomial
heart_c;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938893844781445;train;0.649912401666667;3;160;326;10;13;213;binomial
heart_c;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160715_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882731321128154;test;0.649912401666667;3;160;326;10;13;213;binomial
650_fri_c0_500_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124163148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.468041333946606;train;0.69192216;10;214;448;12;50;350;continuous
650_fri_c0_500_50;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124163148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.475252330918841;test;0.69192216;10;214;448;12;50;350;continuous
waveform_21;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96651969421342;train;0.374294883333333;5;21;186;17;21;3500;multinomial
waveform_21;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125135127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964288696472806;test;0.374294883333333;5;21;186;17;21;3500;multinomial
1096_FacultySalaries;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.372916781527453;train;0.293694916666667;13;10;274;1;2;35;continuous
1096_FacultySalaries;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.365060044737487;test;0.293694916666667;13;10;274;1;2;35;continuous
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1096_FacultySalaries;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211208_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.749701923836335;test;0.14619645335;5;4;48;1;2;35;continuous
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prnn_fglass;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813181818181818;test;1.91913650666667;12;9;210;2;9;144;multinomial
analcatdata_boxing1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.675925925925926;train;0.654998618316667;3;160;326;1;3;84;binomial
analcatdata_boxing1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125123219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.590277777777778;test;0.654998618316667;3;160;326;1;3;84;binomial
227_cpu_small;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314660040602834;train;0.753541671666667;14;60;638;3;12;5735;continuous
227_cpu_small;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124174241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.33913063315665;test;0.753541671666667;14;60;638;3;12;5735;continuous
mfeat_factors;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;2.07613903;5;98;222;82;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994068656807898;test;2.07613903;5;98;222;82;136;1400;multinomial
analcatdata_lawsuit;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969412331406551;train;0.2730124;3;112;230;2;4;185;binomial
analcatdata_lawsuit;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979166666666667;test;0.2730124;3;112;230;2;4;185;binomial
547_no2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124213115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.498106932668637;train;1.22465828833333;5;200;410;7;7;350;continuous
547_no2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124213115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.634382370360134;test;1.22465828833333;5;200;410;7;7;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822089544670187;train;0.770529695;3;160;326;5;5;350;continuous
631_fri_c1_500_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125161950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848460920723228;test;0.770529695;3;160;326;5;5;350;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126103036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915470588743655;train;5.09902970333333;6;18;232;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126103036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.917335110462371;test;5.09902970333333;6;18;232;8;9;81648;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.371369388160873;train;0.948331418333333;7;20;290;4;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125171311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.398562035349735;test;0.948331418333333;7;20;290;4;10;165;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193223864375569;train;1.06058531666667;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125140358_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314032089766253;test;1.06058531666667;3;160;326;5;5;700;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.67026573537721;train;0.25207752;5;10;108;5;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530956505006928;test;0.25207752;5;10;108;5;5;44;continuous
glass2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990018148820327;train;0.645718016666667;3;160;326;9;9;115;binomial
glass2;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912885662431942;test;0.645718016666667;3;160;326;9;9;115;binomial
allbp;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963069942279038;train;32.6491261216667;9;25;352;25;25;2641;multinomial
allbp;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969581920032891;test;32.6491261216667;9;25;352;25;25;2641;multinomial
583_fri_c1_1000_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815878077900406;train;1.707674675;9;264;546;17;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125120307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820758712467379;test;1.707674675;9;264;546;17;50;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839275479708066;train;1.11915134666667;3;160;326;9;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.873757041937875;test;1.11915134666667;3;160;326;9;25;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817162611580424;train;2.79548504166667;7;100;318;30;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125142915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839951337535512;test;2.79548504166667;7;100;318;30;50;700;continuous
hungarian;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938716654650324;train;2.21192425333333;13;12;306;10;12;206;binomial
hungarian;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125205106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.834159779614325;test;2.21192425333333;13;12;306;10;12;206;binomial
mfeat_karhunen;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99995942320664;train;0.582860081666667;3;60;138;23;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125154554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972770487749421;test;0.582860081666667;3;60;138;23;64;1400;multinomial
574_house_16H;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486905520397616;train;0.240104548333333;3;73;176;14;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124161133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.467309121124146;test;0.240104548333333;3;73;176;14;15;15949;continuous
nikuradse_2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830311401387479;train;0.048712625;3;2;16;0;1;254;continuous
nikuradse_2;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770478644796743;test;0.048712625;3;2;16;0;1;254;continuous
analcatdata_aids;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.618421052631579;train;0.323119136666667;3;112;230;1;2;35;binomial
analcatdata_aids;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.796296296296296;test;0.323119136666667;3;112;230;1;2;35;binomial
658_fri_c3_250_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824154619995606;train;1.48605248833333;7;50;318;16;25;175;continuous
658_fri_c3_250_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876678931792954;test;1.48605248833333;7;50;318;16;25;175;continuous
594_fri_c2_100_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318745178748461;train;1.03316497;5;200;410;4;5;70;continuous
594_fri_c2_100_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.564408475183999;test;1.03316497;5;200;410;4;5;70;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.756300443061192;train;0.22056378;8;15;248;2;3;78;continuous
678_visualizing_environmental;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.768512682129269;test;0.22056378;8;15;248;2;3;78;continuous
analcatdata_authorship;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999992401793177;train;3.23669025666667;3;64;138;20;70;589;multinomial
analcatdata_authorship;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151018_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999680977693542;test;3.23669025666667;3;64;138;20;70;589;multinomial
profb;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.626320807182013;train;2.75290421;20;377;794;1;9;471;binomial
profb;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126114154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.727955082742317;test;2.75290421;20;377;794;1;9;471;binomial
sleep;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125203935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900956668441147;train;34.9173342266667;1;120;242;13;13;74136;multinomial
sleep;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125203935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895612639928052;test;34.9173342266667;1;120;242;13;13;74136;multinomial
twonorm;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998195432404452;train;0.289105413333333;3;61;166;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126111350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997163785116733;test;0.289105413333333;3;61;166;20;20;5180;binomial
nikuradse_2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830311401387479;train;0.044644115;3;5;40;0;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124212433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770478644796743;test;0.044644115;3;5;40;0;1;254;continuous
sleep;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126090239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.89534724490533;train;30.5912601616667;7;224;462;13;13;74136;multinomial
sleep;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126090239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892234402681198;test;30.5912601616667;7;224;462;13;13;74136;multinomial
new_thyroid;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999851654057261;train;0.621124673333333;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999446290143965;test;0.621124673333333;3;160;326;5;5;151;multinomial
banana;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124164416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.546946243690358;train;0.94715961;3;160;326;2;2;3710;binomial
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584_fri_c4_500_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814546344115374;test;2.14986599666667;20;342;724;6;25;350;continuous
581_fri_c3_500_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792216102630802;train;1.318426705;5;200;410;13;25;350;continuous
581_fri_c3_500_25;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822820023514548;test;1.318426705;5;200;410;13;25;350;continuous
623_fri_c4_1000_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817214483796936;train;0.278715448333333;6;50;292;6;10;700;continuous
623_fri_c4_1000_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828709033598172;test;0.278715448333333;6;50;292;6;10;700;continuous
cmc;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0775966716666667;3;9;62;0;9;1032;multinomial
cmc;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0775966716666667;3;9;62;0;9;1032;multinomial
1191_BNG_pbc;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785343490038788;train;37.37044759335;3;36;146;16;18;700000;continuous
1191_BNG_pbc;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124200211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786213525821849;test;37.37044759335;3;36;146;16;18;700000;continuous
519_vinnie;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.472685537901217;train;0.963050108333333;5;200;410;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491663251387552;test;0.963050108333333;5;200;410;1;2;266;continuous
lupus;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867117117117117;train;0.59263885;3;160;326;2;2;61;binomial
lupus;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76969696969697;test;0.59263885;3;160;326;2;2;61;binomial
ecoli;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97536817757406;train;0.890060563333334;7;5;76;5;5;229;multinomial
ecoli;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085415_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982105213626953;test;0.890060563333334;7;5;76;5;5;229;multinomial
glass2;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716117216117216;train;0.979332315;6;220;452;5;9;115;binomial
glass2;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770833333333333;test;0.979332315;6;220;452;5;9;115;binomial
621_fri_c0_100_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466534635335382;train;1.72511470333333;6;220;452;9;10;70;continuous
621_fri_c0_100_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528485160344787;test;1.72511470333333;6;220;452;9;10;70;continuous
prnn_fglass;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851469024280864;train;0.156950938333333;8;9;144;2;9;144;multinomial
prnn_fglass;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160549_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863270345175107;test;0.156950938333333;8;9;144;2;9;144;multinomial
201_pol;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509973364003659;train;0.279861678333333;3;85;176;20;26;10500;continuous
201_pol;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125194028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514009782846839;test;0.279861678333333;3;85;176;20;26;10500;continuous
analcatdata_germangss;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.728504055838521;train;1.28466477833333;6;220;452;4;5;280;multinomial
analcatdata_germangss;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.721437511075669;test;1.28466477833333;6;220;452;4;5;280;multinomial
631_fri_c1_500_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814232232884866;train;0.353216251666667;3;10;72;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866701938736211;test;0.353216251666667;3;10;72;5;5;350;continuous
589_fri_c2_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15966889571399;train;3.56097139666667;11;320;662;7;25;700;continuous
589_fri_c2_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125085246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260944611964227;test;3.56097139666667;11;320;662;7;25;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482978763514009;train;1.05778243666667;20;235;548;16;50;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160756_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495836292159961;test;1.05778243666667;20;235;548;16;50;700;continuous
saheart;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81957304526749;train;0.653879025;3;160;326;9;9;324;binomial
saheart;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737254025044723;test;0.653879025;3;160;326;9;9;324;binomial
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.476760451774139;train;0.226728563333333;3;90;186;16;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124191352_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484608924456222;test;0.226728563333333;3;90;186;16;50;700;continuous
1089_USCrime;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125185644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.406097226069095;train;0.131300258333333;6;15;182;3;3;33;continuous
1089_USCrime;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125185644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.400345604790224;test;0.131300258333333;6;15;182;3;3;33;continuous
695_chatfield_4;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.378215505365298;train;0.530048493333333;10;50;460;2;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112203_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399389933812165;test;0.530048493333333;10;50;460;2;10;165;continuous
ecoli;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983988502687532;train;0.702521498333333;3;160;326;5;6;229;multinomial
ecoli;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126100644_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965131578947368;test;0.702521498333333;3;160;326;5;6;229;multinomial
cleve;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125154217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86576354679803;train;1.41517174335;20;52;880;2;13;213;binomial
cleve;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125154217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.766465560583208;test;1.41517174335;20;52;880;2;13;213;binomial
mfeat_zernike;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983396929524085;train;3.84665698333333;5;200;410;28;32;1400;multinomial
mfeat_zernike;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160013_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980160324129282;test;3.84665698333333;5;200;410;28;32;1400;multinomial
cloud;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970806899835033;train;0.568394494983333;3;160;326;1;7;76;multinomial
cloud;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.696516754850088;test;0.568394494983333;3;160;326;1;7;76;multinomial
yeast;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875569357379792;train;3.03110057666667;3;8;56;7;8;1036;multinomial
yeast;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126114332_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867729218734375;test;3.03110057666667;3;8;56;7;8;1036;multinomial
mfeat_fourier;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98211195842633;train;42.7196136266667;3;60;138;32;76;1400;multinomial
mfeat_fourier;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170603_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974580300082896;test;42.7196136266667;3;60;138;32;76;1400;multinomial
horse_colic;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941929328156873;train;3.13856221166667;18;460;956;16;22;258;binomial
horse_colic;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881196581196581;test;3.13856221166667;18;460;956;16;22;258;binomial
522_pm10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858157293395724;train;0.81008341;3;160;326;7;7;350;continuous
522_pm10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125122708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855742262430283;test;0.81008341;3;160;326;7;7;350;continuous
wine_quality_red;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80357738352338;train;1.545875315;3;160;326;5;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124172418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824038251804573;test;1.545875315;3;160;326;5;11;1120;multinomial
mfeat_morphological;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.94806213905874;train;2.05548320666667;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940951136154721;test;2.05548320666667;3;3;24;3;3;1400;multinomial
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125095808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.216530289500852;train;2.08830463;8;260;536;2;3;333;continuous
556_analcatdata_apnea2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125095808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511391793558618;test;2.08830463;8;260;536;2;3;333;continuous
biomed;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991106719367589;train;0.96085774;5;200;410;4;8;147;binomial
biomed;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082421_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958333333333333;test;0.96085774;5;200;410;4;8;147;binomial
spambase;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977438136237842;train;0.355726408333333;3;80;166;51;55;3221;binomial
spambase;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162107_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973548099138836;test;0.355726408333333;3;80;166;51;55;3221;binomial
german;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832088228242628;train;1.72110323333333;18;80;796;13;20;700;binomial
german;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768700410396717;test;1.72110323333333;18;80;796;13;20;700;binomial
clean2;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973683178203345;train;0.525790633333333;3;80;166;102;107;4619;binomial
clean2;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124164213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96365418474941;test;0.525790633333333;3;80;166;102;107;4619;binomial
646_fri_c3_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175309687123978;train;0.939581675;5;200;410;4;10;350;continuous
646_fri_c3_500_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125142418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353168881666045;test;0.939581675;5;200;410;4;10;350;continuous
mfeat_zernike;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99105217214921;train;1.05493692998333;7;32;300;32;32;1400;multinomial
mfeat_zernike;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971673356709499;test;1.05493692998333;7;32;300;32;32;1400;multinomial
cars;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848192858045075;train;0.201961828333333;13;6;164;3;6;275;multinomial
cars;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193310_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799366700528055;test;0.201961828333333;13;6;164;3;6;275;multinomial
647_fri_c1_250_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212189332662811;train;1.33775341333333;6;220;452;3;10;175;continuous
647_fri_c1_250_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.422419505073088;test;1.33775341333333;6;220;452;3;10;175;continuous
561_cpu;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.147765782993991;train;1.150477975;5;200;410;7;7;147;continuous
561_cpu;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.207809021274646;test;1.150477975;5;200;410;7;7;147;continuous
637_fri_c1_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.927334575348355;train;1.94713934833333;9;280;578;1;50;350;continuous
637_fri_c1_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125102915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.918270137059299;test;1.94713934833333;9;280;578;1;50;350;continuous
195_auto_price;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.387430164327925;train;0.948280418333333;7;20;286;4;10;112;continuous
195_auto_price;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201214_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.459778517151033;test;0.948280418333333;7;20;286;4;10;112;continuous
clean1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.264451721666667;3;84;174;1;92;334;binomial
clean1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125134554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.264451721666667;3;84;174;1;92;334;binomial
nikuradse_2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835607207478229;train;0.0541308333333333;3;5;40;0;1;254;continuous
nikuradse_2;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126101949_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796933097457016;test;0.0541308333333333;3;5;40;0;1;254;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124185652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.103550053333333;3;16;116;4;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124185652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.487012987012987;test;0.103550053333333;3;16;116;4;4;185;binomial
557_analcatdata_apnea1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.192032431343258;train;2.33633133;8;260;536;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124162007_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.320372833675939;test;2.33633133;8;260;536;3;3;333;continuous
pendigits;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997236778847033;train;37.8088472583333;2;16;64;16;16;7695;multinomial
pendigits;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997484810610336;test;37.8088472583333;2;16;64;16;16;7695;multinomial
texture;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998276012889271;train;6.88735228666667;8;222;460;10;12;3850;multinomial
texture;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998513163635305;test;6.88735228666667;8;222;460;10;12;3850;multinomial
penguins;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998295095220399;train;0.655209585;3;160;326;7;7;241;multinomial
penguins;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998818342151676;test;0.655209585;3;160;326;7;7;241;multinomial
heart_c;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.90802764486975;train;1.64446475001667;8;13;216;6;13;213;binomial
heart_c;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9587732528909;test;1.64446475001667;8;13;216;6;13;213;binomial
1595_poker;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814677771833476;train;37.2616614466667;1;120;242;10;10;717507;continuous
1595_poker;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175322_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812549240651017;test;37.2616614466667;1;120;242;10;10;717507;continuous
hungarian;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894887845592071;train;0.444523296666667;7;48;334;3;12;206;binomial
hungarian;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903234501347709;test;0.444523296666667;7;48;334;3;12;206;binomial
wine_quality_white;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.663931859814462;train;5.31363373;6;11;122;1;11;3429;multinomial
wine_quality_white;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126084036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.620347473441177;test;5.31363373;6;11;122;1;11;3429;multinomial
analcatdata_asbestos;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862847222222222;train;0.141323643333333;5;12;132;2;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124194043_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9;test;0.141323643333333;5;12;132;2;3;59;binomial
201_pol;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.725363358279062;train;0.228915836666667;3;85;176;26;26;10500;continuous
201_pol;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124181643_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.71572168373177;test;0.228915836666667;3;85;176;26;26;10500;continuous
1089_USCrime;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125102444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.350112486304292;train;0.199698551666667;5;30;250;6;6;33;continuous
1089_USCrime;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125102444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479963941186014;test;0.199698551666667;5;30;250;6;6;33;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.804234245932215;train;0.329546905;8;50;376;4;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.876509414403825;test;0.329546905;8;50;376;4;10;175;continuous
backache;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;1.74616144;7;31;306;0;31;126;binomial
backache;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;1.74616144;7;31;306;0;31;126;binomial
prnn_crabs;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125154403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0895552266666667;3;12;96;3;3;140;binomial
prnn_crabs;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125154403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98046875;test;0.0895552266666667;3;12;96;3;3;140;binomial
breast;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984982713915298;train;0.384848815;6;36;284;2;9;490;binomial
breast;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981082844096543;test;0.384848815;6;36;284;2;9;490;binomial
648_fri_c1_250_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7761032698855;train;1.46405752331667;6;220;452;31;50;175;continuous
648_fri_c1_250_50;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124171024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833954539317787;test;1.46405752331667;6;220;452;31;50;175;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607144860394685;train;0.0599953416666667;3;10;78;2;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202240_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501274554246248;test;0.0599953416666667;3;10;78;2;2;156;continuous
1199_BNG_echoMonths;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.712831301573774;train;0.6005772;11;45;502;8;9;12248;continuous
1199_BNG_echoMonths;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124205913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.707623407836459;test;0.6005772;11;45;502;8;9;12248;continuous
analcatdata_happiness;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.817212301587302;train;2.18209709333333;20;373;786;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126084929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.548611111111111;test;2.18209709333333;20;373;786;1;3;42;multinomial
titanic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742271757200409;train;0.776789565;8;7;116;4;7;1545;binomial
titanic;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.777963387948978;test;0.776789565;8;7;116;4;7;1545;binomial
segmentation;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996621391839823;train;2.56042135833333;6;220;452;10;14;1617;multinomial
segmentation;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997854484066425;test;2.56042135833333;6;220;452;10;14;1617;multinomial
mfeat_fourier;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979969119164827;train;4.6062844;6;220;452;23;76;1400;multinomial
mfeat_fourier;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124182721_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965240520207575;test;4.6062844;6;220;452;23;76;1400;multinomial
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847710023269901;train;1.40365211;5;200;410;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842408878044031;test;1.40365211;5;200;410;5;5;700;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827470439002603;train;0.805655198316667;3;160;326;17;25;175;continuous
644_fri_c4_250_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.888721201999955;test;0.805655198316667;3;160;326;17;25;175;continuous
560_bodyfat;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0221832158526015;train;0.424469569983333;3;24;150;1;12;177;continuous
560_bodyfat;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0182780468721204;test;0.424469569983333;3;24;150;1;12;177;continuous
218_house_8L;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492909402474792;train;2.23092942833333;3;160;326;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490666031357567;test;2.23092942833333;3;160;326;8;8;15949;continuous
547_no2;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.567138544883398;train;0.797501796666667;3;160;326;7;7;350;continuous
547_no2;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125173812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.6254942697275;test;0.797501796666667;3;160;326;7;7;350;continuous
pima;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821312927663734;train;0.77918462;6;8;104;7;8;538;binomial
pima;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857778510217535;test;0.77918462;6;8;104;7;8;538;binomial
pima;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852508391273076;train;0.730301581666667;12;32;536;8;8;538;binomial
pima;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125150739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806999306999307;test;0.730301581666667;12;32;536;8;8;538;binomial
wine_quality_red;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831122941550205;train;2.55796964;20;270;580;11;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180930_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.771204207500793;test;2.55796964;20;270;580;11;11;1120;multinomial
607_fri_c4_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.136462931860415;train;3.25366649666667;7;240;494;7;50;700;continuous
607_fri_c4_1000_50;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26844966856971;test;3.25366649666667;7;240;494;7;50;700;continuous
pima;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882672021098058;train;1.351689005;7;240;494;4;8;538;binomial
pima;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125110722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.797080734580735;test;1.351689005;7;240;494;4;8;538;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995080500894454;train;0.100455553333333;3;16;118;2;4;185;binomial
analcatdata_lawsuit;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126105658_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.100455553333333;3;16;118;2;4;185;binomial
218_house_8L;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512110613834202;train;0.223154191666667;3;40;166;8;8;15949;continuous
218_house_8L;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124154500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495823315292506;test;0.223154191666667;3;40;166;8;8;15949;continuous
lupus;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880718954248366;train;0.801002921666667;3;160;326;2;2;61;binomial
lupus;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125105443_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819444444444445;test;0.801002921666667;3;160;326;2;2;61;binomial
penguins;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999462877511658;train;0.658645685;3;160;326;4;7;241;multinomial
penguins;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.658645685;3;160;326;4;7;241;multinomial
1595_poker;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81574051807077;train;4.28270181665;6;50;290;7;10;717507;continuous
1595_poker;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125171933_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816316037512334;test;4.28270181665;6;50;290;7;10;717507;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125120918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251381037049447;train;2.455293325;9;280;578;8;10;700;continuous
595_fri_c0_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125120918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405048728629792;test;2.455293325;9;280;578;8;10;700;continuous
598_fri_c0_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332983466682954;train;1.05931570001667;3;160;326;10;25;700;continuous
598_fri_c0_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.435064046201133;test;1.05931570001667;3;160;326;10;25;700;continuous
prnn_fglass;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99282299447473;train;1.42697462166667;8;260;536;6;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125165227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915815217391304;test;1.42697462166667;8;260;536;6;9;144;multinomial
596_fri_c2_250_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794982178606287;train;0.122393205;3;25;156;5;5;175;continuous
596_fri_c2_250_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124191340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862615469565057;test;0.122393205;3;25;156;5;5;175;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.775184585359992;train;0.701015048333333;9;210;438;34;50;350;continuous
626_fri_c2_500_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.896039473033107;test;0.701015048333333;9;210;438;34;50;350;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824157212887206;train;3.69794771166667;20;413;866;15;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124155104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814452207449178;test;3.69794771166667;20;413;866;15;24;175;continuous
dis;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988409042439753;train;4.82455680666667;17;308;650;2;25;2641;binomial
dis;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125181751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888331010738585;test;4.82455680666667;17;308;650;2;25;2641;binomial
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840141599856763;train;0.287927046666667;6;25;282;5;5;700;continuous
612_fri_c1_1000_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126100723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863365017092335;test;0.287927046666667;6;25;282;5;5;700;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313663464032693;train;2.13281353831667;11;320;662;6;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121938_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434573231902416;test;2.13281353831667;11;320;662;6;10;175;continuous
537_houses;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.556229716880503;train;0.203719156666667;3;30;160;6;6;14448;continuous
537_houses;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124154308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.559832952285201;test;0.203719156666667;3;30;160;6;6;14448;continuous
595_fri_c0_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.477740867062992;train;0.213455835;5;50;250;6;10;700;continuous
595_fri_c0_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124192201_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516853600893742;test;0.213455835;5;50;250;6;10;700;continuous
wine_quality_white;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.634981591116724;train;4.11586912666667;5;200;410;4;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.520906685076397;test;4.11586912666667;5;200;410;4;11;3429;multinomial
1030_ERA;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.744432533392439;train;0.242941583333333;7;20;246;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793518863651477;test;0.242941583333333;7;20;246;4;4;700;continuous
wine_recognition;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.07560128835;3;13;78;8;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124154438_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993238304093567;test;0.07560128835;3;13;78;8;13;125;multinomial
sonar;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953265765765766;train;3.505397785;12;60;516;34;60;146;binomial
sonar;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125104830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829189189189189;test;3.505397785;12;60;516;34;60;146;binomial
analcatdata_creditscore;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.641032771666667;3;160;326;5;6;70;binomial
analcatdata_creditscore;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125092922_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.641032771666667;3;160;326;5;6;70;binomial
new_thyroid;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126103153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99811987642138;train;0.652706498333333;3;160;326;2;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126103153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996124031007752;test;0.652706498333333;3;160;326;2;5;151;multinomial
iris;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994088811995386;train;0.1637117;3;3;24;1;3;105;multinomial
iris;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990885416666667;test;0.1637117;3;3;24;1;3;105;multinomial
595_fri_c0_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484652523206682;train;0.231054626666667;5;50;250;6;10;700;continuous
595_fri_c0_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507946241526721;test;0.231054626666667;5;50;250;6;10;700;continuous
contraceptive;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.702560423797221;train;1.964339855;3;9;62;3;9;1032;multinomial
contraceptive;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125090053_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709945039879577;test;1.964339855;3;9;62;3;9;1032;multinomial
biomed;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953456892961266;train;0.678902655;3;160;326;5;8;147;binomial
biomed;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.912393162393162;test;0.678902655;3;160;326;5;8;147;binomial
nikuradse_2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8339641166004;train;0.60906431665;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.718991439770706;test;0.60906431665;3;160;326;1;1;254;continuous
analcatdata_cyyoung8092;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.913461538461539;train;0.464827591666667;10;28;456;4;7;68;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170734_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904761904761905;test;0.464827591666667;10;28;456;4;7;68;binomial
mnist;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983064421858921;train;135.599117803333;0;100;200;587;591;49000;multinomial
mnist;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982467626767211;test;135.599117803333;0;100;200;587;591;49000;multinomial
breast_cancer_wisconsin;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994858203021468;train;1.45524009;3;22;128;11;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99676724137931;test;1.45524009;3;22;128;11;22;399;binomial
646_fri_c3_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208657331260674;train;1.99723377831667;9;264;546;3;9;350;continuous
646_fri_c3_500_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330085559637505;test;1.99723377831667;9;264;546;3;9;350;continuous
ann_thyroid;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125183613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983631926288066;train;32.1861607600167;6;21;234;4;21;5040;multinomial
ann_thyroid;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125183613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974533980344142;test;32.1861607600167;6;21;234;4;21;5040;multinomial
analcatdata_germangss;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814995239707954;train;0.661629145016667;5;5;56;4;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.77402211519315;test;0.661629145016667;5;5;56;4;5;280;multinomial
706_sleuth_case1202;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.545208186983058;train;0.243963663316667;3;12;88;1;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125123304_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.671433598590792;test;0.243963663316667;3;12;88;1;6;66;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791461210929402;train;1.61054111666667;6;220;452;5;5;350;continuous
631_fri_c1_500_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88552447345899;test;1.61054111666667;6;220;452;5;5;350;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.206081564144078;train;2.59847907166667;20;382;804;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125190154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.287434064199207;test;2.59847907166667;20;382;804;5;5;700;continuous
583_fri_c1_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248628564536762;train;9.95742484333333;11;272;566;28;50;700;continuous
583_fri_c1_1000_50;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130031_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393495071320992;test;9.95742484333333;11;272;566;28;50;700;continuous
537_houses;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580097799222819;train;0.203054198333333;3;30;166;6;6;14448;continuous
537_houses;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125090928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.574835122683948;test;0.203054198333333;3;30;166;6;6;14448;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.788950704449257;train;0.784327066666667;3;160;326;8;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113844_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833554242874341;test;0.784327066666667;3;160;326;8;10;175;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713168501845212;train;0.417413296666667;7;45;334;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713463242072549;test;0.417413296666667;7;45;334;7;9;12248;continuous
593_fri_c1_1000_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125183756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18580507917837;train;4.29720938333333;10;300;620;6;10;700;continuous
593_fri_c1_1000_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125183756_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331157950942411;test;4.29720938333333;10;300;620;6;10;700;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389743076029392;train;0.666712595;3;160;326;1;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126095253_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.725062495648531;test;0.666712595;3;160;326;1;10;70;continuous
sleep;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913941584611261;train;34.2182970066667;2;140;284;12;13;74136;multinomial
sleep;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902956932856196;test;34.2182970066667;2;140;284;12;13;74136;multinomial
1199_BNG_echoMonths;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.650275715939513;train;9.93455329;7;240;494;8;9;12248;continuous
1199_BNG_echoMonths;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173212_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.681548011002632;test;9.93455329;7;240;494;8;9;12248;continuous
allhypo;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837806445578231;train;1.748878385;20;25;838;9;25;2639;multinomial
allhypo;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125085628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835849156134885;test;1.748878385;20;25;838;9;25;2639;multinomial
satimage;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977429760228839;train;1.27781142;10;25;422;15;25;4505;multinomial
satimage;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125162134_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978708499616107;test;1.27781142;10;25;422;15;25;4505;multinomial
527_analcatdata_election2000;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.128669124422106;train;0.101375956666667;5;10;120;2;2;47;continuous
527_analcatdata_election2000;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084418_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.128493021688625;test;0.101375956666667;5;10;120;2;2;47;continuous
562_cpu_small;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315469230558026;train;1.79738211666667;5;24;184;3;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126083158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316982503468338;test;1.79738211666667;5;24;184;3;12;5735;continuous
analcatdata_happiness;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836600098619329;train;0.0795952;3;3;24;1;3;42;multinomial
analcatdata_happiness;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124145904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.58843537414966;test;0.0795952;3;3;24;1;3;42;multinomial
663_rabe_266;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0914861488592162;train;1.43091068;9;280;578;2;2;84;continuous
663_rabe_266;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126090244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.128854052683299;test;1.43091068;9;280;578;2;2;84;continuous
allhypo;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839183018048876;train;0.351046998316667;5;25;186;7;25;2639;multinomial
allhypo;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860191775645907;test;0.351046998316667;5;25;186;7;25;2639;multinomial
colic;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.879042069539604;train;1.32906194333333;7;240;494;17;22;258;binomial
colic;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934272300469484;test;1.32906194333333;7;240;494;17;22;258;binomial
prnn_synth;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940047021943574;train;0.106388905;6;8;112;2;2;175;binomial
prnn_synth;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125144729_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937411095305832;test;0.106388905;6;8;112;2;2;175;binomial
1191_BNG_pbc;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.77199040859397;train;370.06016854665;0;100;200;10;18;700000;continuous
1191_BNG_pbc;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124200211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.774542041143786;test;370.06016854665;0;100;200;10;18;700000;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.634667913972394;train;5.09206595333333;16;228;488;6;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126083452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.628447543725685;test;5.09206595333333;16;228;488;6;9;21773;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792335940315682;train;2.775527255;20;347;734;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145248_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836764050032793;test;2.775527255;20;347;734;5;5;700;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457288763600705;train;0.58552669335;3;160;326;4;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.609644471539901;test;0.58552669335;3;160;326;4;5;44;continuous
biomed;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952371541501976;train;0.155023686666667;3;32;158;4;8;147;binomial
biomed;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125114041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964285714285714;test;0.155023686666667;3;32;158;4;8;147;binomial
segmentation;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124200028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999160246180487;train;1.828489625;3;160;326;14;14;1617;multinomial
segmentation;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124200028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998670599257234;test;1.828489625;3;160;326;14;14;1617;multinomial
589_fri_c2_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797850392067016;train;1.34695202666667;7;224;462;9;25;700;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837196002326887;test;1.34695202666667;7;224;462;9;25;700;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.532647371018109;train;1.34155781666667;5;200;410;19;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125142254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.627528435893895;test;1.34155781666667;5;200;410;19;50;175;continuous
dis;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84181595222862;train;3.28674126333333;20;276;592;24;25;2641;binomial
dis;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.656672678088368;test;3.28674126333333;20;276;592;24;25;2641;binomial
segmentation;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997096031800484;train;2.76444397668333;5;200;410;12;14;1617;multinomial
segmentation;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996991889669504;test;2.76444397668333;5;200;410;12;14;1617;multinomial
analcatdata_happiness;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.848168498168498;train;2.061572085;13;360;746;1;3;42;multinomial
analcatdata_happiness;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124205036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.773809523809524;test;2.061572085;13;360;746;1;3;42;multinomial
hepatitis;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125194915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935335497835498;train;1.42615009;17;76;762;5;19;109;binomial
hepatitis;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125194915_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.65974025974026;test;1.42615009;17;76;762;5;19;109;binomial
227_cpu_small;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.124603158680516;train;11.2099181733333;20;330;700;10;12;5735;continuous
227_cpu_small;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125172531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155602075125451;test;11.2099181733333;20;330;700;10;12;5735;continuous
1089_USCrime;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.391162989677708;train;0.64336712;3;160;326;4;4;33;continuous
1089_USCrime;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.451708580124921;test;0.64336712;3;160;326;4;4;33;continuous
churn;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126093641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871058807340006;train;1.32943927333333;16;60;712;7;15;3500;binomial
churn;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126093641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852723797619221;test;1.32943927333333;16;60;712;7;15;3500;binomial
collins;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.189419925;3;20;92;1;20;340;multinomial
collins;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.189419925;3;20;92;1;20;340;multinomial
allrep;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987837715193284;train;2.00063789;3;160;326;5;24;2641;multinomial
allrep;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944159152474098;test;2.00063789;3;160;326;5;24;2641;multinomial
527_analcatdata_election2000;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.175876132653837;train;0.0572010816666667;3;10;80;1;2;47;continuous
527_analcatdata_election2000;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124203337_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.181605920974663;test;0.0572010816666667;3;10;80;1;2;47;continuous
573_cpu_act;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.336117844766826;train;1.54467789;3;32;144;1;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124210910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.350330845159444;test;1.54467789;3;32;144;1;17;5735;continuous
german;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816379377736085;train;1.19607248666667;6;220;452;19;20;700;binomial
german;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.775501672240803;test;1.19607248666667;6;220;452;19;20;700;binomial
wine_recognition;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.689780061666667;3;13;86;13;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.689780061666667;3;13;86;13;13;125;multinomial
666_rmftsa_ladata;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499332020756952;train;0.882204341666667;11;50;502;5;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125104401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.740518152087762;test;0.882204341666667;11;50;502;5;10;356;continuous
german;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854960441141213;train;1.86220221833333;9;280;578;19;20;700;binomial
german;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126100633_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742380300957592;test;1.86220221833333;9;280;578;19;20;700;binomial
flags;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940999800628786;train;0.768779931666667;11;39;468;21;39;125;multinomial
flags;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.61958605664488;test;0.768779931666667;11;39;468;21;39;125;multinomial
645_fri_c3_500_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.774700595546537;train;0.782717043333333;3;160;326;23;50;350;continuous
645_fri_c3_500_50;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125125246_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852616581677062;test;0.782717043333333;3;160;326;23;50;350;continuous
cleveland;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8437875;train;1.92728648;8;212;440;12;13;213;multinomial
cleveland;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154753_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.702430830039526;test;1.92728648;8;212;440;12;13;213;multinomial
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285142727013668;train;2.08959515835;7;240;494;3;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371560136047206;test;2.08959515835;7;240;494;3;25;700;continuous
547_no2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.651300471526792;train;1.27241497333333;6;220;452;7;7;350;continuous
547_no2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125095457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.686725240525508;test;1.27241497333333;6;220;452;7;7;350;continuous
analcatdata_asbestos;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.873271889400922;train;0.532094779983333;3;160;326;2;3;59;binomial
analcatdata_asbestos;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125090511_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862962962962963;test;0.532094779983333;3;160;326;2;3;59;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.342220185;3;48;102;20;20;5702;binomial
agaricus_lepiota;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160844_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.342220185;3;48;102;20;20;5702;binomial
buggyCrx;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894696420558489;train;0.691367008316667;3;160;326;14;14;483;binomial
buggyCrx;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126112049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.897878495660559;test;0.691367008316667;3;160;326;14;14;483;binomial
687_sleuth_ex1605;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124174641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.573640080160416;train;1.65911509333333;9;280;578;1;4;44;continuous
687_sleuth_ex1605;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124174641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.52211101837508;test;1.65911509333333;9;280;578;1;4;44;continuous
608_fri_c3_1000_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124182635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.152551152385888;train;2.195177475;13;296;618;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124182635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293286632063459;test;2.195177475;13;296;618;5;10;700;continuous
nikuradse_1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0314889176138174;train;0.548072456666667;3;160;326;2;2;254;continuous
nikuradse_1;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0483336164042292;test;0.548072456666667;3;160;326;2;2;254;continuous
appendicitis;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988888888888889;train;0.678420621666667;3;160;326;4;4;75;binomial
appendicitis;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125135539_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926666666666667;test;0.678420621666667;3;160;326;4;4;75;binomial
analcatdata_boxing1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638521634615385;train;0.07751475;3;12;90;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125155601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.588461538461539;test;0.07751475;3;12;90;1;3;84;binomial
519_vinnie;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125153114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474041601349063;train;0.868458636683333;3;160;326;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125153114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49021443837761;test;0.868458636683333;3;160;326;1;2;266;continuous
analcatdata_aids;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124202559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.631578947368421;train;0.60190392;3;160;326;1;2;35;binomial
analcatdata_aids;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124202559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777777777777778;test;0.60190392;3;160;326;1;2;35;binomial
australian;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939462507832626;train;1.11169327666667;8;13;208;12;13;483;binomial
australian;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125105526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934962406015038;test;1.11169327666667;8;13;208;12;13;483;binomial
cleve;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926338483650736;train;0.636352433333333;3;160;326;10;13;213;binomial
cleve;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125204_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.871541501976285;test;0.636352433333333;3;160;326;10;13;213;binomial
wdbc;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994735989633949;train;0.19200604;3;67;166;11;22;399;binomial
wdbc;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125135343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990476190476191;test;0.19200604;3;67;166;11;22;399;binomial
621_fri_c0_100_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125094124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.444697258930246;train;1.14657626;5;200;410;4;10;70;continuous
621_fri_c0_100_10;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125094124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.770152164108383;test;1.14657626;5;200;410;4;10;70;continuous
saheart;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.80062585733882;train;1.16713326498333;9;9;168;9;9;324;binomial
saheart;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124205431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.78175313059034;test;1.16713326498333;9;9;168;9;9;324;binomial
584_fri_c4_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248751830720064;train;2.14897758333333;17;358;750;14;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.454222737913042;test;2.14897758333333;17;358;750;14;24;350;continuous
647_fri_c1_250_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850618156803817;train;0.524664208333333;3;20;132;10;10;175;continuous
647_fri_c1_250_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783136027136551;test;0.524664208333333;3;20;132;10;10;175;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486816320675837;train;0.13671552665;3;50;166;7;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126090434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526295736652823;test;0.13671552665;3;50;166;7;10;700;continuous
heart_c;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928418803418803;train;1.550117675;8;260;536;6;13;213;binomial
heart_c;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124194855_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892857142857143;test;1.550117675;8;260;536;6;13;213;binomial
591_fri_c1_100_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126095253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.712760619965735;train;1.62150353333333;11;20;456;9;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126095253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.03904106922922;test;1.62150353333333;11;20;456;9;10;70;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813716873695682;train;2.10090513333333;7;240;494;33;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124181147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834864352309202;test;2.10090513333333;7;240;494;33;50;700;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814571836635771;train;0.889223489983333;3;160;326;5;9;175;continuous
615_fri_c4_250_10;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.905904678821986;test;0.889223489983333;3;160;326;5;9;175;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.795266723765072;train;1.791441105;7;240;494;9;25;350;continuous
582_fri_c1_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126105544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868385923536035;test;1.791441105;7;240;494;9;25;350;continuous
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.957516339869281;train;0.165627323333333;5;16;184;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.165627323333333;5;16;184;4;4;35;binomial
643_fri_c2_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852230765219834;train;1.10876602;14;125;648;10;25;350;continuous
643_fri_c2_500_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89170192895713;test;1.10876602;14;125;648;10;25;350;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232891056016993;train;2.65953728;9;280;578;5;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124185703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348806492594912;test;2.65953728;9;280;578;5;10;700;continuous
659_sleuth_ex1714;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.391197799695524;train;0.03452103165;3;2;16;1;1;33;continuous
659_sleuth_ex1714;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125115336_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.343300546202847;test;0.03452103165;3;2;16;1;1;33;continuous
credit_a;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910519909580943;train;0.812652953333333;13;52;586;4;13;483;binomial
credit_a;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126110302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9344756166447;test;0.812652953333333;13;52;586;4;13;483;binomial
608_fri_c3_1000_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84992407049158;train;0.988683376666667;3;160;326;10;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867350078202994;test;0.988683376666667;3;160;326;10;10;700;continuous
230_machine_cpu;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.203810926136301;train;1.19007151333333;6;220;452;3;6;147;continuous
230_machine_cpu;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124213321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19051287493449;test;1.19007151333333;6;220;452;3;6;147;continuous
616_fri_c4_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83817919231374;train;1.19123753166667;5;200;410;16;50;350;continuous
616_fri_c4_500_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125165222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839489165345387;test;1.19123753166667;5;200;410;16;50;350;continuous
197_cpu_act;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125152154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.181578537952201;train;17.8451960316667;14;332;692;9;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125152154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212369215367518;test;17.8451960316667;14;332;692;9;17;5735;continuous
vowel;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999678879872174;train;1.34790609833333;3;160;326;13;13;693;multinomial
vowel;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988897870411671;test;1.34790609833333;3;160;326;13;13;693;multinomial
clean1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.273336801666667;3;84;174;1;96;334;binomial
clean1;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.273336801666667;3;84;174;1;96;334;binomial
596_fri_c2_250_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794835118164743;train;2.49002947333333;20;346;732;5;5;175;continuous
596_fri_c2_250_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125115124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.876602684497399;test;2.49002947333333;20;346;732;5;5;175;continuous
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heart_c;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943800178412132;train;1.61658085166667;11;13;276;10;13;213;binomial
heart_c;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125122929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882731321128154;test;1.61658085166667;11;13;276;10;13;213;binomial
634_fri_c2_100_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457133304216505;train;2.31148460333333;11;320;662;3;10;70;continuous
634_fri_c2_100_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.585242550901348;test;2.31148460333333;11;320;662;3;10;70;continuous
waveform_21;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968310187971523;train;12.315682685;7;21;252;21;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.963913178604342;test;12.315682685;7;21;252;21;21;3500;multinomial
658_fri_c3_250_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827727521527135;train;0.823492316666667;3;160;326;8;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124203153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.929550730233615;test;0.823492316666667;3;160;326;8;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.396231433987527;train;0.586335630016667;9;125;438;18;25;175;continuous
653_fri_c0_250_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125174430_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.603501832259905;test;0.586335630016667;9;125;438;18;25;175;continuous
mfeat_factors;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999998848350838;train;3.59768888;3;160;326;136;136;1400;multinomial
mfeat_factors;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998217169586099;test;3.59768888;3;160;326;136;136;1400;multinomial
breast;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995871212121212;train;0.576597216666667;3;9;62;7;9;490;binomial
breast;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124163034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987172067901234;test;0.576597216666667;3;9;62;7;9;490;binomial
analcatdata_germangss;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.746818318091668;train;1.35284828666667;8;5;86;1;5;280;multinomial
analcatdata_germangss;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.680528642829681;test;1.35284828666667;8;5;86;1;5;280;multinomial
texture;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998051665904108;train;6.30989900166667;6;188;388;9;12;3850;multinomial
texture;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998370182709553;test;6.30989900166667;6;188;388;9;12;3850;multinomial
heart_c;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934701159678858;train;3.305095025;20;431;902;11;13;213;binomial
heart_c;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126085448_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859970311726868;test;3.305095025;20;431;902;11;13;213;binomial
613_fri_c3_250_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281091715321374;train;1.71355586333333;14;327;682;3;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125183021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364741489028509;test;1.71355586333333;14;327;682;3;5;175;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251765191697273;train;1.39318516833333;6;220;452;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328596235473557;test;1.39318516833333;6;220;452;5;5;700;continuous
churn;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852099939136051;train;6.18727303833333;5;15;128;7;15;3500;binomial
churn;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85558715509935;test;6.18727303833333;5;15;128;7;15;3500;binomial
1193_BNG_lowbwt;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612458026034099;train;4.24069720666667;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125091923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61003286839998;test;4.24069720666667;3;160;326;9;9;21773;continuous
666_rmftsa_ladata;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125144047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.549660856006085;train;5.54038485333333;20;20;792;9;10;356;continuous
666_rmftsa_ladata;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125144047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499484446331793;test;5.54038485333333;20;20;792;9;10;356;continuous
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hypothyroid;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945762801244529;train;6.076906545;14;20;448;8;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940151612488757;test;6.076906545;14;20;448;8;20;2215;binomial
breast;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.203954873333333;3;38;158;7;10;490;binomial
breast;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083053_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986652583061264;test;0.203954873333333;3;38;158;7;10;490;binomial
analcatdata_creditscore;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125151546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0603263416666667;3;24;70;4;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125151546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0603263416666667;3;24;70;4;6;70;binomial
612_fri_c1_1000_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125102537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830427372811662;train;0.307700378333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125102537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.890514257202895;test;0.307700378333333;3;10;72;5;5;700;continuous
ecoli;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971524867724868;train;0.0691908883333333;5;5;56;4;5;229;multinomial
ecoli;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124155320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952715884333531;test;0.0691908883333333;5;5;56;4;5;229;multinomial
556_analcatdata_apnea2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.211619142618174;train;0.326357735;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124171210_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.224426132090012;test;0.326357735;3;6;48;3;3;333;continuous
spambase;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.984343422099934;train;4.47694801333333;3;51;136;49;55;3221;binomial
spambase;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125125109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98217934340098;test;4.47694801333333;3;51;136;49;55;3221;binomial
churn;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869441662958018;train;2.75544388666667;20;260;560;10;15;3500;binomial
churn;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.839128568769916;test;2.75544388666667;20;260;560;10;15;3500;binomial
1193_BNG_lowbwt;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613463276064656;train;2.869790785;3;160;326;9;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.612711697675711;test;2.869790785;3;160;326;9;9;21773;continuous
analcatdata_lawsuit;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996658312447786;train;0.138906463333333;3;4;30;3;4;185;binomial
analcatdata_lawsuit;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.138906463333333;3;4;30;3;4;185;binomial
654_fri_c0_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.52916120578066;train;0.798400168333333;3;20;130;8;10;350;continuous
654_fri_c0_500_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124145915_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.587848433895251;test;0.798400168333333;3;20;130;8;10;350;continuous
663_rabe_266;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.131365697735151;train;0.0646968583333333;3;4;32;2;2;84;continuous
663_rabe_266;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195547_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.143140008653625;test;0.0646968583333333;3;4;32;2;2;84;continuous
647_fri_c1_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125181312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808272997455407;train;1.58873374168333;6;220;452;4;10;175;continuous
647_fri_c1_250_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125181312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843204008653329;test;1.58873374168333;6;220;452;4;10;175;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817783236981157;train;0.24595318;3;90;186;11;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837884496517334;test;0.24595318;3;90;186;11;50;350;continuous
tokyo1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.658191732801013;train;1.2809272;6;23;240;13;23;672;binomial
tokyo1;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125111346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.653153153153153;test;1.2809272;6;23;240;13;23;672;binomial
auto;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93707979576882;train;3.88141057333333;20;500;1040;14;19;142;multinomial
auto;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905038736442245;test;3.88141057333333;20;500;1040;14;19;142;multinomial
ann_thyroid;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999943513108681;train;2.22162815;3;160;326;21;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125164000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999661020914903;test;2.22162815;3;160;326;21;21;5040;multinomial
wine_quality_white;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.636658414205012;train;9.45467656998333;6;11;130;1;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.606050530845922;test;9.45467656998333;6;11;130;1;11;3429;multinomial
wine_recognition;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999849033816425;train;0.0840054983333333;3;13;84;5;13;125;multinomial
wine_recognition;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0840054983333333;3;13;84;5;13;125;multinomial
allbp;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981875600534737;train;0.674940128333333;9;25;372;25;25;2641;multinomial
allbp;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124164619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971978106691335;test;0.674940128333333;9;25;372;25;25;2641;multinomial
analcatdata_asbestos;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871543778801843;train;0.177771058333333;8;3;54;3;3;59;binomial
analcatdata_asbestos;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090511_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.874074074074074;test;0.177771058333333;8;3;54;3;3;59;binomial
bupa;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.710006830601093;train;3.03442544333333;19;463;964;3;5;242;binomial
bupa;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126114025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.663454270597128;test;3.03442544333333;19;463;964;3;5;242;binomial
631_fri_c1_500_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246040857086458;train;0.706374415;3;160;326;5;5;350;continuous
631_fri_c1_500_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126084033_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394103444740499;test;0.706374415;3;160;326;5;5;350;continuous
satimage;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988804208341574;train;3.44435215166667;3;160;326;25;25;4505;multinomial
satimage;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125153316_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985352886861516;test;3.44435215166667;3;160;326;25;25;4505;multinomial
225_puma8NH;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.484943831877312;train;5.9302389;3;160;326;6;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.557957022418267;test;5.9302389;3;160;326;6;8;5735;continuous
607_fri_c4_1000_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832601924486253;train;2.52323307333333;20;304;648;12;50;700;continuous
607_fri_c4_1000_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.841256939299456;test;2.52323307333333;20;304;648;12;50;700;continuous
nikuradse_2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.123356832708695;train;0.542496388333333;3;160;326;1;1;254;continuous
nikuradse_2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125142227_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.162042565340382;test;0.542496388333333;3;160;326;1;1;254;continuous
hungarian;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924264705882353;train;0.699607113333333;3;160;326;10;12;206;binomial
hungarian;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145039_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911858974358974;test;0.699607113333333;3;160;326;10;12;206;binomial
analcatdata_boxing1;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.673150510204082;train;0.603177318333333;3;160;326;2;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.63474025974026;test;0.603177318333333;3;160;326;2;3;84;binomial
mfeat_factors;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;29.8146410933333;3;65;138;127;134;1400;multinomial
mfeat_factors;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998940899521602;test;29.8146410933333;3;65;138;127;134;1400;multinomial
606_fri_c2_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797422464445272;train;1.43257736;5;200;410;5;10;700;continuous
606_fri_c2_1000_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124163812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791174608384489;test;1.43257736;5;200;410;5;10;700;continuous
analcatdata_boxing2;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91358024691358;train;0.802309898333333;5;200;410;1;3;93;binomial
analcatdata_boxing2;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.764705882352941;test;0.802309898333333;5;200;410;1;3;93;binomial
344_mv;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.139553987300998;train;3.93791361;6;204;420;6;9;28538;continuous
344_mv;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140249501094727;test;3.93791361;6;204;420;6;9;28538;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.374107268910193;train;1.58916197833333;7;240;494;9;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497485022721909;test;1.58916197833333;7;240;494;9;10;175;continuous
analcatdata_aids;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697368421052632;train;0.115655011666667;5;3;36;1;3;35;binomial
analcatdata_aids;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124173859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.648148148148148;test;0.115655011666667;5;3;36;1;3;35;binomial
574_house_16H;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494201626262937;train;11.3777218833333;9;30;398;15;15;15949;continuous
574_house_16H;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092800_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478276761154253;test;11.3777218833333;9;30;398;15;15;15949;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826524650622642;train;0.322565785;3;90;186;4;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863054079434908;test;0.322565785;3;90;186;4;50;700;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.668777208783312;train;0.461980283333333;10;50;470;10;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.23976689844026;test;0.461980283333333;10;50;470;10;10;70;continuous
mnist;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644447736460695;train;385.420227508333;1;25;52;97;654;49000;multinomial
mnist;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126090903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.642171259243952;test;385.420227508333;1;25;52;97;654;49000;multinomial
645_fri_c3_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864557984276448;train;1.371091795;6;220;452;29;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840287428818897;test;1.371091795;6;220;452;29;50;350;continuous
analcatdata_authorship;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125121412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999921312331874;train;0.972909383333333;3;160;326;36;70;589;multinomial
analcatdata_authorship;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125121412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999379375817448;test;0.972909383333333;3;160;326;36;70;589;multinomial
ionosphere;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965046029919448;train;0.517009321666667;7;126;342;29;32;246;binomial
ionosphere;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172519_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.884917517674784;test;0.517009321666667;7;126;342;29;32;246;binomial
spambase;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.985379002439782;train;3.67834901333333;3;52;136;54;54;3221;binomial
spambase;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125091847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981335202219561;test;3.67834901333333;3;52;136;54;54;3221;binomial
621_fri_c0_100_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.500831349472462;train;0.604081488333333;6;20;260;10;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125183114_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.675055118758508;test;0.604081488333333;6;20;260;10;10;70;continuous
657_fri_c2_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267621162254406;train;1.18970751833333;6;220;452;4;10;175;continuous
657_fri_c2_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.43729491939946;test;1.18970751833333;6;220;452;4;10;175;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.240102875918415;train;1.17578641666667;5;200;410;3;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124173223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.23410144102165;test;1.17578641666667;5;200;410;3;4;227;continuous
spectf;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812294137022398;train;0.93001918;3;160;326;2;44;245;binomial
spectf;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125162822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.84146942800789;test;0.93001918;3;160;326;2;44;245;binomial
591_fri_c1_100_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284761747586986;train;1.916161215;9;280;578;9;10;70;continuous
591_fri_c1_100_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125120322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.549838080427701;test;1.916161215;9;280;578;9;10;70;continuous
505_tecator;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0665519871749192;train;1.36542951666667;7;240;494;3;18;168;continuous
505_tecator;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124205816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0764840208480782;test;1.36542951666667;7;240;494;3;18;168;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.281796874887454;train;0.826266218333333;3;160;326;6;6;147;continuous
230_machine_cpu;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297021686487026;test;0.826266218333333;3;160;326;6;6;147;continuous
227_cpu_small;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144241029428131;train;17.2821025233333;15;256;542;11;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124151929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168997740969967;test;17.2821025233333;15;256;542;11;12;5735;continuous
519_vinnie;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439847642955397;train;1.31346088;5;200;410;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.560111698510427;test;1.31346088;5;200;410;1;2;266;continuous
australian;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942950694709123;train;2.52028347166667;7;14;174;14;14;483;binomial
australian;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.930959164292498;test;2.52028347166667;7;14;174;14;14;483;binomial
haberman;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747045454545455;train;0.157527276666667;6;3;42;3;3;215;binomial
haberman;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124190713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.66715976331361;test;0.157527276666667;6;3;42;3;3;215;binomial
207_autoPrice;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.335059167910088;train;0.314279681666667;5;50;260;5;10;112;continuous
207_autoPrice;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191545_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.384162617262675;test;0.314279681666667;5;50;260;5;10;112;continuous
665_sleuth_case2002;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81319454540374;train;0.949239236666667;3;160;326;1;6;103;continuous
665_sleuth_case2002;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085515_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.783733727173327;test;0.949239236666667;3;160;326;1;6;103;continuous
mfeat_zernike;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125132717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987381229391477;train;4.39941189;6;220;452;31;32;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125132717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981351331465928;test;4.39941189;6;220;452;31;32;1400;multinomial
confidence;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931243386243386;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125110047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888611111111111;test;;-Inf;-Inf;;1;1;51;multinomial
602_fri_c3_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243224295124469;train;2.18136932333333;13;360;746;3;10;175;continuous
602_fri_c3_250_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125163154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41371291559062;test;2.18136932333333;13;360;746;3;10;175;continuous
1193_BNG_lowbwt;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609612088279138;train;2.17034801333333;3;18;98;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.60659755275788;test;2.17034801333333;3;18;98;9;9;21773;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83512490411357;train;1.33967593666667;5;200;410;15;50;700;continuous
618_fri_c3_1000_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124180345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849145437708227;test;1.33967593666667;5;200;410;15;50;700;continuous
penguins;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999325209771745;train;0.804716796666667;3;160;326;5;7;241;multinomial
penguins;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99962962962963;test;0.804716796666667;3;160;326;5;7;241;multinomial
605_fri_c2_250_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227069245187026;train;2.275450925;9;280;578;3;25;175;continuous
605_fri_c2_250_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.416489493749273;test;2.275450925;9;280;578;3;25;175;continuous
irish;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875330425588158;train;0.420445146666667;6;4;54;3;4;350;binomial
irish;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85705266955267;test;0.420445146666667;6;4;54;3;4;350;binomial
cleve;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171544_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919747600426591;train;0.610870296666667;3;160;326;7;13;213;binomial
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analcatdata_creditscore;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990384615384615;train;0.81944577;3;144;294;2;6;70;binomial
analcatdata_creditscore;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.81944577;3;144;294;2;6;70;binomial
663_rabe_266;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0941701001156615;train;1.244458815;7;240;494;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.136708667729319;test;1.244458815;7;240;494;2;2;84;continuous
horse_colic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961565905552673;train;3.62170860166667;20;500;1040;16;22;258;binomial
horse_colic;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864145658263305;test;3.62170860166667;20;500;1040;16;22;258;binomial
vowel;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125190616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970043162068161;train;3.08416389833333;12;236;496;12;13;693;multinomial
vowel;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125190616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968129950465493;test;3.08416389833333;12;236;496;12;13;693;multinomial
dermatology;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124181621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.966860225;3;160;326;21;25;257;multinomial
dermatology;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124181621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997361690671692;test;0.966860225;3;160;326;21;25;257;multinomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777128005198181;train;0.0864078933333333;3;12;94;2;3;84;binomial
analcatdata_boxing1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125102110_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.650793650793651;test;0.0864078933333333;3;12;94;2;3;84;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798677884615385;train;0.353334126666667;7;7;106;2;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.797619047619048;test;0.353334126666667;7;7;106;2;7;68;binomial
ecoli;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977613553839044;train;0.739674535;3;160;326;5;5;229;multinomial
ecoli;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963750209130644;test;0.739674535;3;160;326;5;5;229;multinomial
cleve;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.940339354132458;train;0.717681193333333;3;160;326;13;13;213;binomial
cleve;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125112821_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911513323278029;test;0.717681193333333;3;160;326;13;13;213;binomial
penguins;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.61702398;3;7;50;5;7;241;multinomial
penguins;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125090909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.61702398;3;7;50;5;7;241;multinomial
613_fri_c3_250_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798858141731166;train;1.30073431;5;200;410;5;5;175;continuous
613_fri_c3_250_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125110552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837429506352058;test;1.30073431;5;200;410;5;5;175;continuous
225_puma8NH;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125132035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755380132720856;train;0.456827941666667;3;16;112;3;8;5735;continuous
225_puma8NH;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125132035_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.74578218999723;test;0.456827941666667;3;16;112;3;8;5735;continuous
satimage;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980249996387244;train;31.3899162383333;3;25;114;21;25;4505;multinomial
satimage;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125134909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978414272701539;test;31.3899162383333;3;25;114;21;25;4505;multinomial
texture;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998410876050338;train;4.04476834333333;5;200;410;11;12;3850;multinomial
texture;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996947766243839;test;4.04476834333333;5;200;410;11;12;3850;multinomial
634_fri_c2_100_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790254268695008;train;1.86896152833333;6;220;452;4;9;70;continuous
634_fri_c2_100_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125551_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833640670323369;test;1.86896152833333;6;220;452;4;9;70;continuous
1089_USCrime;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253515553342484;train;2.80158655;20;438;916;6;7;33;continuous
1089_USCrime;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481456563711339;test;2.80158655;20;438;916;6;7;33;continuous
195_auto_price;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.413390141092394;train;0.508183616666667;3;22;148;8;11;112;continuous
195_auto_price;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.457338080406599;test;0.508183616666667;3;22;148;8;11;112;continuous
analcatdata_asbestos;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953125;train;0.584127468333333;3;160;326;3;3;59;binomial
analcatdata_asbestos;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125205613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9;test;0.584127468333333;3;160;326;3;3;59;binomial
analcatdata_authorship;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.03071680998333;3;160;326;70;70;589;multinomial
analcatdata_authorship;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999847129863181;test;1.03071680998333;3;160;326;70;70;589;multinomial
calendarDOW;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869553399348805;train;0.23824697;7;14;178;4;14;280;multinomial
calendarDOW;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702092346938776;test;0.23824697;7;14;178;4;14;280;multinomial
clean2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975685603223851;train;0.593960789983333;3;80;166;104;107;4619;binomial
clean2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962949506725383;test;0.593960789983333;3;80;166;104;107;4619;binomial
227_cpu_small;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180335074289387;train;9.085484515;20;356;752;8;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201137309290722;test;9.085484515;20;356;752;8;12;5735;continuous
712_chscase_geyser1;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527214086289212;train;0.0651911133333333;3;10;80;1;2;156;continuous
712_chscase_geyser1;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.661264479424457;test;0.0651911133333333;3;10;80;1;2;156;continuous
586_fri_c3_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814320870548678;train;0.189726223333333;3;85;176;11;25;700;continuous
586_fri_c3_1000_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125100913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788378658552799;test;0.189726223333333;3;85;176;11;25;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125195730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838213353035334;train;3.14480626666667;13;100;570;7;50;700;continuous
607_fri_c4_1000_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125195730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826665744766079;test;3.14480626666667;13;100;570;7;50;700;continuous
195_auto_price;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.3511444556131;train;0.624974985;3;18;124;9;9;112;continuous
195_auto_price;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.422321101745627;test;0.624974985;3;18;124;9;9;112;continuous
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vehicle;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125193122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949746552388473;train;1.72039473166667;3;13;82;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125193122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933623360766218;test;1.72039473166667;3;13;82;13;13;593;multinomial
648_fri_c1_250_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.726611684929547;train;1.25507487166667;7;100;318;31;50;175;continuous
648_fri_c1_250_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833508365089823;test;1.25507487166667;7;100;318;31;50;175;continuous
crx;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912845318338979;train;2.412240945;9;13;240;9;13;483;binomial
crx;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124180933_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.923609810896836;test;2.412240945;9;13;240;9;13;483;binomial
621_fri_c0_100_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.591187205106375;train;0.833711528333333;3;160;326;4;10;70;continuous
621_fri_c0_100_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125110604_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.575714382483468;test;0.833711528333333;3;160;326;4;10;70;continuous
colic;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.88759044630851;train;0.410570825;3;22;104;2;22;258;binomial
colic;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857168652943301;test;0.410570825;3;22;104;2;22;258;binomial
622_fri_c2_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173338313435505;train;6.25997878166667;19;427;892;7;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124172703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285240125762707;test;6.25997878166667;19;427;892;7;50;700;continuous
allhypo;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966090553786479;train;4.03201571;14;332;692;11;24;2639;multinomial
allhypo;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124145337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952213697285744;test;4.03201571;14;332;692;11;24;2639;multinomial
647_fri_c1_250_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126105306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876388535122559;train;1.20204189333333;8;20;336;9;10;175;continuous
647_fri_c1_250_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126105306_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.785918026588411;test;1.20204189333333;8;20;336;9;10;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821138111765431;train;0.20317741;5;25;240;4;5;175;continuous
601_fri_c1_250_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160652_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.924870553836317;test;0.20317741;5;25;240;4;5;175;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22445510010625;train;3.08927292;14;364;756;4;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394709636934995;test;3.08927292;14;364;756;4;10;350;continuous
irish;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840321729957806;train;0.650497381666667;3;160;326;2;4;350;binomial
irish;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124184413_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873819040697675;test;0.650497381666667;3;160;326;2;4;350;binomial
allbp;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124165303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982444092966038;train;0.799778478333333;10;25;406;15;25;2641;multinomial
allbp;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124165303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960071806500378;test;0.799778478333333;10;25;406;15;25;2641;multinomial
auto;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973396773440931;train;0.781715803333333;3;160;326;21;21;142;multinomial
auto;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881916099773243;test;0.781715803333333;3;160;326;21;21;142;multinomial
598_fri_c0_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.512579105864427;train;1.16944406833333;3;160;326;10;25;700;continuous
598_fri_c0_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125170231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.503058030020701;test;1.16944406833333;3;160;326;10;25;700;continuous
Hill_Valley_with_noise;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.551335443389417;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126093617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.497883162768031;test;;-Inf;-Inf;;1;1;849;binomial
diabetes;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890170458812045;train;1.45311671;7;240;494;6;8;538;binomial
diabetes;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124164432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840860215053763;test;1.45311671;7;240;494;6;8;538;binomial
294_satellite_image;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.461333663789146;train;0.192917174983333;3;85;176;21;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485048785610803;test;0.192917174983333;3;85;176;21;25;4505;continuous
dis;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.790177477509014;train;1.86708842998333;20;100;880;24;25;2641;binomial
dis;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.770750735388157;test;1.86708842998333;20;100;880;24;25;2641;binomial
584_fri_c4_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125104835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799218580475441;train;0.533738801666667;7;120;354;4;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125104835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811192541266654;test;0.533738801666667;7;120;354;4;24;350;continuous
1030_ERA;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.704692260870269;train;0.686934486666667;3;160;326;4;4;700;continuous
1030_ERA;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100601_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.809254701709366;test;0.686934486666667;3;160;326;4;4;700;continuous
651_fri_c0_100_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.350654235689554;train;1.32563522833333;5;200;410;20;25;70;continuous
651_fri_c0_100_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858313950861602;test;1.32563522833333;5;200;410;20;25;70;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817188584397852;train;0.335959733333333;8;50;376;6;10;700;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82366553519675;test;0.335959733333333;8;50;376;6;10;700;continuous
colic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936851323300467;train;0.945789603333333;13;87;594;5;22;258;binomial
colic;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82265406162465;test;0.945789603333333;13;87;594;5;22;258;binomial
595_fri_c0_1000_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.498588173368542;train;0.396181546666667;7;50;334;9;10;700;continuous
595_fri_c0_1000_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126090031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491359062060589;test;0.396181546666667;7;50;334;9;10;700;continuous
iris;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994957983193277;train;0.027266775;3;3;24;3;3;105;multinomial
iris;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124193544_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998611111111111;test;0.027266775;3;3;24;3;3;105;multinomial
627_fri_c2_500_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859033647946343;train;1.70127903;6;220;452;1;10;350;continuous
627_fri_c2_500_10;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856835309251257;test;1.70127903;6;220;452;1;10;350;continuous
shuttle;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812938419814208;train;45.1439887766667;2;8;40;5;8;40600;multinomial
shuttle;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804585850043546;test;45.1439887766667;2;8;40;5;8;40600;multinomial
695_chatfield_4;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.351243049388145;train;1.50665502833333;7;208;430;4;8;165;continuous
695_chatfield_4;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296463420524987;test;1.50665502833333;7;208;430;4;8;165;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819881505566979;train;1.10144809833333;5;200;410;6;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126091047_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848118813037626;test;1.10144809833333;5;200;410;6;25;350;continuous
new_thyroid;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998349206349206;train;0.729134593333333;3;160;326;3;5;151;multinomial
new_thyroid;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085111_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996707818930041;test;0.729134593333333;3;160;326;3;5;151;multinomial
659_sleuth_ex1714;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.437348718703588;train;0.650902546666667;3;160;326;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124172404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.269059095668946;test;0.650902546666667;3;160;326;1;1;33;continuous
schizo;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690479294716583;train;2.555208525;13;13;334;2;13;238;multinomial
schizo;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126113107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.609229595728452;test;2.555208525;13;13;334;2;13;238;multinomial
627_fri_c2_500_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.19159425504614;train;3.73557358333333;14;380;788;7;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125171619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370177702553812;test;3.73557358333333;14;380;788;7;10;350;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832496180230096;train;0.430420653333333;9;50;418;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124184606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853789999461416;test;0.430420653333333;9;50;418;5;10;700;continuous
mfeat_factors;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;28.73866762;3;66;138;135;135;1400;multinomial
mfeat_factors;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99586775836515;test;28.73866762;3;66;138;135;135;1400;multinomial
611_fri_c3_100_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.689348109854699;train;1.30396779833333;5;200;410;4;4;70;continuous
611_fri_c3_100_5;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125133030_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.26339692928297;test;1.30396779833333;5;200;410;4;4;70;continuous
heart_c;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933760683760684;train;1.69825622333333;6;13;162;9;13;213;binomial
heart_c;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89484126984127;test;1.69825622333333;6;13;162;9;13;213;binomial
620_fri_c1_1000_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.869757653201336;train;0.673931283333333;3;49;146;21;25;700;continuous
620_fri_c1_1000_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810179024471029;test;0.673931283333333;3;49;146;21;25;700;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799319395134202;train;0.29586457;6;50;292;7;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210233_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822113554211611;test;0.29586457;6;50;292;7;10;175;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515419967751558;train;1.57446785333333;10;232;484;24;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.547717452858816;test;1.57446785333333;10;232;484;24;25;350;continuous
dermatology;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999951585572501;train;0.981136451666667;3;160;326;25;25;257;multinomial
dermatology;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124181621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997819356575582;test;0.981136451666667;3;160;326;25;25;257;multinomial
656_fri_c1_100_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252215026128846;train;1.90689133166667;20;366;774;5;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124195852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.64364154021257;test;1.90689133166667;20;366;774;5;5;70;continuous
1196_BNG_pharynx;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.661615334601492;train;41.72229691;1;120;242;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663342267466486;test;41.72229691;1;120;242;10;10;700000;continuous
wdbc;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997121820615797;train;1.00505448833333;3;160;326;15;21;399;binomial
wdbc;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973715651135006;test;1.00505448833333;3;160;326;15;21;399;binomial
591_fri_c1_100_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125183737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393838402484903;train;3.94241175333333;20;500;1040;6;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125183737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.865944659260895;test;3.94241175333333;20;500;1040;6;9;70;continuous
bupa;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.656307882280305;train;0.429494273333333;11;20;400;5;5;242;binomial
bupa;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082428_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781155015197568;test;0.429494273333333;11;20;400;5;5;242;binomial
1089_USCrime;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408176252739412;train;0.102976956666667;6;10;128;2;2;33;continuous
1089_USCrime;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125113914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.359973673774682;test;0.102976956666667;6;10;128;2;2;33;continuous
pendigits;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997452206908643;train;14.8841565366667;8;212;440;16;16;7695;multinomial
pendigits;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996926424480242;test;14.8841565366667;8;212;440;16;16;7695;multinomial
pima;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842222735319018;train;2.364839795;15;8;246;7;8;538;binomial
pima;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836430020283976;test;2.364839795;15;8;246;7;8;538;binomial
flags;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988652263374486;train;3.04799278;11;320;662;26;40;125;multinomial
flags;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125150545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.753703703703704;test;3.04799278;11;320;662;26;40;125;multinomial
1595_poker;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814600080567291;train;33.6993414566667;0;100;200;10;10;717507;continuous
1595_poker;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813298796797085;test;33.6993414566667;0;100;200;10;10;717507;continuous
appendicitis;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.848333333333333;train;0.37910577;9;4;78;1;4;75;binomial
appendicitis;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873333333333333;test;0.37910577;9;4;78;1;4;75;binomial
horse_colic;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126091746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861001275510204;train;2.37937229998333;13;22;438;3;22;258;binomial
horse_colic;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126091746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.847770467836257;test;2.37937229998333;13;22;438;3;22;258;binomial
profb;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.661605227615794;train;1.86185594;8;260;536;2;9;471;binomial
profb;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.685224586288416;test;1.86185594;8;260;536;2;9;471;binomial
589_fri_c2_1000_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.239200734098638;train;1.17722725166667;3;160;326;5;25;700;continuous
589_fri_c2_1000_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125095610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313863943640372;test;1.17722725166667;3;160;326;5;25;700;continuous
519_vinnie;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474041718988432;train;0.0642260116666667;3;10;80;1;2;266;continuous
519_vinnie;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125153114_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490214500672656;test;0.0642260116666667;3;10;80;1;2;266;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125200644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819266692450232;train;0.884368921666667;8;20;324;5;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125200644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.870425553790481;test;0.884368921666667;8;20;324;5;10;350;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81824311682554;train;0.68448942;3;20;134;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125205100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822967838238361;test;0.68448942;3;20;134;5;10;700;continuous
522_pm10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866177273423567;train;0.171865345;3;35;166;4;7;350;continuous
522_pm10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125121528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835077789221815;test;0.171865345;3;35;166;4;7;350;continuous
wine_quality_red;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.818429875413271;train;1.58985392001667;3;160;326;10;11;1120;multinomial
wine_quality_red;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194140_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.802365430061568;test;1.58985392001667;3;160;326;10;11;1120;multinomial
626_fri_c2_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791371714763809;train;2.74938082835;11;320;662;22;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083257_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843167726579955;test;2.74938082835;11;320;662;22;50;350;continuous
mfeat_factors;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.749697284081405;train;2.18546227666667;11;115;474;52;134;1400;multinomial
mfeat_factors;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753949887677086;test;2.18546227666667;11;115;474;52;134;1400;multinomial
589_fri_c2_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124211205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271786529463189;train;1.45917292666667;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124211205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319657085516235;test;1.45917292666667;3;160;326;10;25;700;continuous
churn;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865734338906902;train;1.18409407501667;3;160;326;10;15;3500;binomial
churn;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840078088502835;test;1.18409407501667;3;160;326;10;15;3500;binomial
iris;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989775910364146;train;0.814234614983333;3;160;326;2;3;105;multinomial
iris;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96875;test;0.814234614983333;3;160;326;2;3;105;multinomial
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125113804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.509366381884005;train;1.05743239833333;3;160;326;10;25;700;continuous
598_fri_c0_1000_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125113804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.565574449941766;test;1.05743239833333;3;160;326;10;25;700;continuous
churn;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125142540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857919549768456;train;1.73757965166667;9;216;450;10;15;3500;binomial
churn;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125142540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857506505688695;test;1.73757965166667;9;216;450;10;15;3500;binomial
waveform_21;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966557081567468;train;14.0161304416667;6;21;216;17;21;3500;multinomial
waveform_21;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125135127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964643982704817;test;14.0161304416667;6;21;216;17;21;3500;multinomial
547_no2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.348903306051282;train;0.842459075;3;160;326;7;7;350;continuous
547_no2;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593810087275075;test;0.842459075;3;160;326;7;7;350;continuous
1193_BNG_lowbwt;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.620844850909785;train;7.35548234666667;7;45;334;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161826_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.614344268224436;test;7.35548234666667;7;45;334;8;9;21773;continuous
562_cpu_small;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.201969357858742;train;2.30625123833333;3;24;146;12;12;5735;continuous
562_cpu_small;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125194837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.20052246873694;test;2.30625123833333;3;24;146;12;12;5735;continuous
1191_BNG_pbc;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78268930177892;train;2.24053881666667;3;83;176;18;18;700000;continuous
1191_BNG_pbc;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.781746757543812;test;2.24053881666667;3;83;176;18;18;700000;continuous
633_fri_c0_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.485925614170837;train;1.23978547;7;208;430;13;25;350;continuous
633_fri_c0_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175638_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522554317586991;test;1.23978547;7;208;430;13;25;350;continuous
562_cpu_small;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.13446604109832;train;6.49810251833333;20;308;656;9;12;5735;continuous
562_cpu_small;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.154144298806218;test;6.49810251833333;20;308;656;9;12;5735;continuous
allhyper;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989298523249775;train;2.00070485;20;24;728;18;24;2640;multinomial
allhyper;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126085752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982832167832168;test;2.00070485;20;24;728;18;24;2640;multinomial
cloud;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.682836299502966;train;0.18261427;12;5;126;4;5;76;multinomial
cloud;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123855_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.570005611672278;test;0.18261427;12;5;126;4;5;76;multinomial
texture;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99909051194822;train;7.72635984168333;8;260;536;12;12;3850;multinomial
texture;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121635_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997517701244825;test;7.72635984168333;8;260;536;12;12;3850;multinomial
594_fri_c2_100_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.268472813244891;train;1.55054276166667;11;320;662;3;5;70;continuous
594_fri_c2_100_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125133544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.704821910951232;test;1.55054276166667;11;320;662;3;5;70;continuous
letter;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981363500314555;train;4.72303643833333;7;16;190;16;16;14000;multinomial
letter;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980516870646126;test;4.72303643833333;7;16;190;16;16;14000;multinomial
612_fri_c1_1000_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830466364867348;train;0.24940672;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125193737_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.895445482850071;test;0.24940672;3;10;72;5;5;700;continuous
1196_BNG_pharynx;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.660555190122215;train;316.223427376667;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.661214463703988;test;316.223427376667;0;100;200;5;10;700000;continuous
contraceptive;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73111340624448;train;2.94243787666667;6;9;110;3;9;1032;multinomial
contraceptive;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.701145206586934;test;2.94243787666667;6;9;110;3;9;1032;multinomial
647_fri_c1_250_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198837612401022;train;2.98177129;16;404;840;9;10;175;continuous
647_fri_c1_250_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415494811122133;test;2.98177129;16;404;840;9;10;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205442966754697;train;2.37046445333333;9;280;578;11;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126104852_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.529845132349972;test;2.37046445333333;9;280;578;11;25;175;continuous
coil2000;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.715113666237331;train;1.422713875;3;80;166;2;59;6876;binomial
coil2000;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700935675334467;test;1.422713875;3;80;166;2;59;6876;binomial
627_fri_c2_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815819684436791;train;0.397013126666667;9;50;418;6;10;350;continuous
627_fri_c2_500_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815845646529428;test;0.397013126666667;9;50;418;6;10;350;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784621302357362;train;1.83018116;8;238;492;8;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814261766248457;test;1.83018116;8;238;492;8;10;700;continuous
spambase;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987647098557843;train;4.23089566666667;3;160;326;54;54;3221;binomial
spambase;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126095740_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978078719798125;test;4.23089566666667;3;160;326;54;54;3221;binomial
601_fri_c1_250_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806128209653425;train;0.238176181666667;3;10;72;5;5;175;continuous
601_fri_c1_250_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783710562890793;test;0.238176181666667;3;10;72;5;5;175;continuous
mfeat_morphological;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915996834787588;train;0.0427550816666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124173247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916153446360387;test;0.0427550816666667;3;2;16;2;2;1400;multinomial
prnn_synth;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95843137254902;train;0.68505063;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942142857142857;test;0.68505063;3;160;326;2;2;175;binomial
Hill_Valley_without_noise;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.716948503286552;train;4.55350675666667;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.512159946563031;test;4.55350675666667;20;500;1040;1;1;849;binomial
sonar;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82093896713615;train;1.682063295;7;224;462;52;60;146;binomial
sonar;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938034188034188;test;1.682063295;7;224;462;52;60;146;binomial
606_fri_c2_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161618261958352;train;2.92680121166667;10;300;620;6;10;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124164016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301571912148841;test;2.92680121166667;10;300;620;6;10;700;continuous
537_houses;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.617271142279605;train;2.86981356498333;6;220;452;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126082354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.603387303466191;test;2.86981356498333;6;220;452;5;5;14448;continuous
breast_cancer_wisconsin;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997173468289006;train;0.872992431666667;3;160;326;11;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125105621_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984080188679245;test;0.872992431666667;3;160;326;11;22;399;binomial
heart_c;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.93349358974359;train;1.40025546166667;7;13;192;6;13;213;binomial
heart_c;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124194855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89484126984127;test;1.40025546166667;7;13;192;6;13;213;binomial
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124200326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476585650131576;train;0.889006575;3;160;326;5;10;700;continuous
595_fri_c0_1000_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124200326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49803173586979;test;0.889006575;3;160;326;5;10;700;continuous
auto;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869949455467748;train;5.44969801333333;10;19;364;13;19;142;multinomial
auto;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124145349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882205228170141;test;5.44969801333333;10;19;364;13;19;142;multinomial
nikuradse_1;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.18207996305452;train;0.150155125;3;4;32;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.234023609919585;test;0.150155125;3;4;32;2;2;254;continuous
schizo;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.658862539597951;train;0.188652145;6;13;156;3;13;238;multinomial
schizo;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125091952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.627946533804779;test;0.188652145;6;13;156;3;13;238;multinomial
197_cpu_act;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186830326261822;train;6.33566718668333;3;160;326;10;17;5735;continuous
197_cpu_act;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219273298250131;test;6.33566718668333;3;160;326;10;17;5735;continuous
pendigits;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996817033909272;train;14.7106416666667;6;220;452;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124203907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996749720762507;test;14.7106416666667;6;220;452;16;16;7695;multinomial
207_autoPrice;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.428724098209883;train;0.624601685016667;3;160;326;4;10;112;continuous
207_autoPrice;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124557_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.320808485318977;test;0.624601685016667;3;160;326;4;10;112;continuous
588_fri_c4_1000_100;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825915796478213;train;1.21152429;3;72;150;23;100;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125201942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833626258262834;test;1.21152429;3;72;150;23;100;700;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.716123896271274;train;1.93901994333333;7;18;268;7;9;12248;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165209_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.710118164752293;test;1.93901994333333;7;18;268;7;9;12248;continuous
615_fri_c4_250_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81420729917944;train;0.849679603333333;3;160;326;7;10;175;continuous
615_fri_c4_250_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124153518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.737463978307658;test;0.849679603333333;3;160;326;7;10;175;continuous
pima;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851618152788013;train;0.335122186666667;7;32;318;7;8;538;binomial
pima;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.822570123939987;test;0.335122186666667;7;32;318;7;8;538;binomial
201_pol;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440485488500387;train;3.94814500333333;11;256;534;22;26;10500;continuous
201_pol;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163928_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452339412911317;test;3.94814500333333;11;256;534;22;26;10500;continuous
647_fri_c1_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.250997591654235;train;0.862377145;3;160;326;10;10;175;continuous
647_fri_c1_250_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125113504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.479182137699595;test;0.862377145;3;160;326;10;10;175;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813124007577468;train;0.100977395;3;25;156;5;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874025864404774;test;0.100977395;3;25;156;5;5;350;continuous
yeast;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886513021678514;train;2.160516725;8;212;440;7;8;1036;multinomial
yeast;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125191819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85816890537242;test;2.160516725;8;212;440;7;8;1036;multinomial
603_fri_c0_250_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350044599338214;train;2.72026625166667;12;324;672;44;50;175;continuous
603_fri_c0_250_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.606369858529072;test;2.72026625166667;12;324;672;44;50;175;continuous
195_auto_price;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317202739593189;train;1.00703336166667;13;50;596;10;10;112;continuous
195_auto_price;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.383232578143172;test;1.00703336166667;13;50;596;10;10;112;continuous
colic;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914420183133764;train;1.46297923833333;6;22;230;7;22;258;binomial
colic;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125174059_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851570964247021;test;1.46297923833333;6;22;230;7;22;258;binomial
yeast;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848211841161441;train;0.228360741666667;7;8;120;3;8;1036;multinomial
yeast;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.838012210610687;test;0.228360741666667;7;8;120;3;8;1036;multinomial
horse_colic;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891670991177997;train;0.704106555;3;160;326;5;22;258;binomial
horse_colic;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125110347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850140056022409;test;0.704106555;3;160;326;5;22;258;binomial
shuttle;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.784159816563169;train;0.517307288333333;3;7;50;2;7;40600;multinomial
shuttle;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.762756415705238;test;0.517307288333333;3;7;50;2;7;40600;multinomial
695_chatfield_4;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125102458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.312748140021632;train;0.810096351666667;5;200;410;5;6;165;continuous
695_chatfield_4;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125102458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350327750500526;test;0.810096351666667;5;200;410;5;6;165;continuous
buggyCrx;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936994249509315;train;1.08918367668333;5;200;410;4;13;483;binomial
buggyCrx;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855036253184401;test;1.08918367668333;5;200;410;4;13;483;binomial
613_fri_c3_250_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253360861416152;train;0.672304363333333;3;160;326;5;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.387011924841823;test;0.672304363333333;3;160;326;5;5;175;continuous
mfeat_zernike;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991585031267851;train;3.04708687833333;5;200;410;32;32;1400;multinomial
mfeat_zernike;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126100237_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975072852056802;test;3.04708687833333;5;200;410;32;32;1400;multinomial
pima;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.835857769568229;train;0.811222595;5;200;410;3;8;538;binomial
pima;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125135939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811602434077079;test;0.811222595;5;200;410;3;8;538;binomial
credit_g;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.809876825905678;train;4.898174195;12;20;434;12;20;700;binomial
credit_g;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.780911665093554;test;4.898174195;12;20;434;12;20;700;binomial
heart_h;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919650468883205;train;0.86253076;5;200;410;7;12;206;binomial
heart_h;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126113740_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888947368421053;test;0.86253076;5;200;410;7;12;206;binomial
606_fri_c2_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803256617368449;train;0.571013941666667;11;50;502;5;10;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124164016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.770224858358006;test;0.571013941666667;11;50;502;5;10;700;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658263752954324;train;206.559022125;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105643_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658977586463455;test;206.559022125;0;100;200;5;10;700000;continuous
waveform_21;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96460738068406;train;0.40879857;6;21;210;18;21;3500;multinomial
waveform_21;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97259340597731;test;0.40879857;6;21;210;18;21;3500;multinomial
602_fri_c3_250_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.828777769441665;train;1.31343858666667;5;200;410;8;10;175;continuous
602_fri_c3_250_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820549503938701;test;1.31343858666667;5;200;410;8;10;175;continuous
mnist;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994021852309663;train;287.711043541667;0;100;200;653;658;49000;multinomial
mnist;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125093640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993168265541995;test;287.711043541667;0;100;200;653;658;49000;multinomial
641_fri_c1_500_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125183629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.174705151391311;train;2.43365521833333;7;240;494;9;10;350;continuous
641_fri_c1_500_10;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125183629_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.376011846606513;test;2.43365521833333;7;240;494;9;10;350;continuous
letter;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125103250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981641413277175;train;6.837018925;9;16;252;16;16;14000;multinomial
letter;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125103250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981275588173778;test;6.837018925;9;16;252;16;16;14000;multinomial
592_fri_c4_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126115308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188201021451656;train;1.93174877166667;8;260;536;11;25;700;continuous
592_fri_c4_1000_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126115308_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326486418815085;test;1.93174877166667;8;260;536;11;25;700;continuous
650_fri_c0_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297674435954367;train;3.80953093;17;436;906;5;50;350;continuous
650_fri_c0_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125143910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.462328696816954;test;3.80953093;17;436;906;5;50;350;continuous
iris;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993137254901961;train;0.0279054816666667;3;3;24;1;3;105;multinomial
iris;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125131709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992361111111111;test;0.0279054816666667;3;3;24;1;3;105;multinomial
heart_c;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.876129718234981;train;0.972433006666667;6;13;138;3;13;213;binomial
heart_c;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203918_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905228758169935;test;0.972433006666667;6;13;138;3;13;213;binomial
analcatdata_cyyoung8092;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.928301886792453;train;0.771890686666667;13;28;586;4;7;68;binomial
analcatdata_cyyoung8092;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125162403_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.744444444444445;test;0.771890686666667;13;28;586;4;7;68;binomial
biomed;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95;train;0.670275891666667;3;160;326;8;8;147;binomial
biomed;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125160709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967670011148272;test;0.670275891666667;3;160;326;8;8;147;binomial
678_visualizing_environmental;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.769462570789062;train;0.111891843333333;3;6;48;3;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.659858374499182;test;0.111891843333333;3;6;48;3;3;78;continuous
new_thyroid;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999721293199554;train;0.0405315366666667;3;5;36;4;5;151;multinomial
new_thyroid;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995294560511952;test;0.0405315366666667;3;5;36;4;5;151;multinomial
593_fri_c1_1000_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813680625266767;train;0.475109945;3;20;132;8;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.843404093793668;test;0.475109945;3;20;132;8;10;700;continuous
irish;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.867983333880122;train;1.09944887165;5;200;410;3;4;350;binomial
irish;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124192225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804060346433228;test;1.09944887165;5;200;410;3;4;350;binomial
analcatdata_asbestos;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935632183908046;train;0.886368711666667;5;200;410;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126085128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.7265625;test;0.886368711666667;5;200;410;3;3;59;binomial
1199_BNG_echoMonths;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126103924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.668776354489227;train;5.61177604333333;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126103924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.700971923457261;test;5.61177604333333;3;160;326;9;9;12248;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508052169083425;train;0.978134223316667;3;160;326;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.576747369702715;test;0.978134223316667;3;160;326;5;5;70;continuous
195_auto_price;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.419384271656635;train;1.30742365333333;6;220;452;6;9;112;continuous
195_auto_price;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126091433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475283244310187;test;1.30742365333333;6;220;452;6;9;112;continuous
cleveland;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801392361111111;train;1.80193641666667;7;224;462;10;13;213;multinomial
cleveland;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.713712121212121;test;1.80193641666667;7;224;462;10;13;213;multinomial
1193_BNG_lowbwt;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607550420616412;train;4.91139761166667;8;18;226;9;9;21773;continuous
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197_cpu_act;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125152154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.352267470928011;test;1.23303924833333;3;160;326;10;17;5735;continuous
590_fri_c0_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.484414231669954;train;0.253139361666667;3;90;186;9;50;700;continuous
590_fri_c0_1000_50;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479188728888355;test;0.253139361666667;3;90;186;9;50;700;continuous
624_fri_c0_100_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.564589955132402;train;1.682570195;6;220;452;5;5;70;continuous
624_fri_c0_100_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145035_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463155079509554;test;1.682570195;6;220;452;5;5;70;continuous
mfeat_factors;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999850084537528;train;1.998218985;3;160;326;134;134;1400;multinomial
mfeat_factors;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185833_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998003619059536;test;1.998218985;3;160;326;134;134;1400;multinomial
706_sleuth_case1202;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477308968198674;train;0.228495243333333;3;12;92;4;6;66;continuous
706_sleuth_case1202;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.601654421315665;test;0.228495243333333;3;12;92;4;6;66;continuous
coil2000;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.725829861197802;train;6.04502791666667;7;208;430;3;59;6876;binomial
coil2000;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184714_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.719712743946275;test;6.04502791666667;7;208;430;3;59;6876;binomial
706_sleuth_case1202;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.618220283955251;train;0.185079501666667;3;12;92;3;6;66;continuous
706_sleuth_case1202;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126111932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.56634956035145;test;0.185079501666667;3;12;92;3;6;66;continuous
344_mv;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125154119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0310484163500582;train;32.0430733016667;2;140;284;6;10;28538;continuous
344_mv;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125154119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0333403226097846;test;32.0430733016667;2;140;284;6;10;28538;continuous
574_house_16H;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360714925930761;train;16.424956295;10;300;620;15;15;15949;continuous
574_house_16H;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126114038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.393750492993028;test;16.424956295;10;300;620;15;15;15949;continuous
clean1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.554872523333333;3;112;230;5;90;334;binomial
clean1;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.554872523333333;3;112;230;5;90;334;binomial
sleep;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895141227411896;train;66.1638564433333;1;13;36;13;13;74136;multinomial
sleep;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89464315388291;test;66.1638564433333;1;13;36;13;13;74136;multinomial
584_fri_c4_500_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235242780165866;train;2.86763943166667;13;344;714;4;24;350;continuous
584_fri_c4_500_25;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125201328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328052428116318;test;2.86763943166667;13;344;714;4;24;350;continuous
spambase;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98402579964862;train;0.294988133333333;3;80;166;42;54;3221;binomial
spambase;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100116_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977227650928793;test;0.294988133333333;3;80;166;42;54;3221;binomial
segmentation;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125133910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997538181815026;train;22.1297874033333;5;14;146;7;14;1617;multinomial
segmentation;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125133910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996664784275378;test;22.1297874033333;5;14;146;7;14;1617;multinomial
mfeat_karhunen;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999675841063942;train;1.11954191333333;5;62;222;23;64;1400;multinomial
mfeat_karhunen;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175504_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989732401984299;test;1.11954191333333;5;62;222;23;64;1400;multinomial
schizo;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688995467809027;train;1.40029989;5;13;130;2;13;238;multinomial
schizo;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126112823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.608886346300534;test;1.40029989;5;13;130;2;13;238;multinomial
tokyo1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975713341626497;train;0.227459905;3;73;166;14;22;672;binomial
tokyo1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125133432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974114021571649;test;0.227459905;3;73;166;14;22;672;binomial
197_cpu_act;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167070557143877;train;4.92951452;5;200;410;14;17;5735;continuous
197_cpu_act;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124203249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.194391995837652;test;4.92951452;5;200;410;14;17;5735;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82132407600263;train;0.776122688333333;3;160;326;10;10;350;continuous
627_fri_c2_500_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845502706660904;test;0.776122688333333;3;160;326;10;10;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816355577223877;train;0.477274815;6;150;312;7;50;350;continuous
645_fri_c3_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.903305945575652;test;0.477274815;6;150;312;7;50;350;continuous
228_elusage;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299672749694779;train;1.09645584333333;7;240;494;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124210758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.532129547473837;test;1.09645584333333;7;240;494;1;1;39;continuous
prnn_fglass;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905483833039389;train;1.00545114333333;5;200;410;7;9;144;multinomial
prnn_fglass;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124194158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834066558441558;test;1.00545114333333;5;200;410;7;9;144;multinomial
cloud;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998217468805704;train;0.564945901666667;3;160;326;1;6;76;multinomial
cloud;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947949735449735;test;0.564945901666667;3;160;326;1;6;76;multinomial
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811523544651038;train;0.500755015;6;10;132;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812373214734114;test;0.500755015;6;10;132;5;5;700;continuous
crx;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971869610210417;train;2.53024791666667;11;320;662;12;14;483;binomial
crx;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125144203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928281068524971;test;2.53024791666667;11;320;662;12;14;483;binomial
sonar;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.952382108333333;3;160;326;60;60;146;binomial
sonar;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985042735042735;test;0.952382108333333;3;160;326;60;60;146;binomial
706_sleuth_case1202;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.552662681559916;train;0.313129591666667;5;12;138;3;6;66;continuous
706_sleuth_case1202;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126084258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.669455873369127;test;0.313129591666667;5;12;138;3;6;66;continuous
spectf;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956392813535671;train;0.789857391666667;9;150;426;37;44;245;binomial
spectf;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124200100_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874131944444445;test;0.789857391666667;9;150;426;37;44;245;binomial
nikuradse_2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.119279115323131;train;0.569305455;3;160;326;1;1;254;continuous
nikuradse_2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125092050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146121210778561;test;0.569305455;3;160;326;1;1;254;continuous
titanic;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125121737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802004784688995;train;4.47857490333333;20;420;880;5;7;1545;binomial
titanic;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125121737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.807941278464917;test;4.47857490333333;20;420;880;5;7;1545;binomial
529_pollen;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.439476161481902;train;0.261253384983333;3;8;60;4;4;2694;continuous
529_pollen;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126091223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458364796549121;test;0.261253384983333;3;8;60;4;4;2694;continuous
hypothyroid;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943927878771007;train;1.670815655;13;232;490;8;20;2215;binomial
hypothyroid;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125150315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937299947787792;test;1.670815655;13;232;490;8;20;2215;binomial
analcatdata_aids;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980263157894737;train;0.559049013333333;3;160;326;3;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.518518518518519;test;0.559049013333333;3;160;326;3;3;35;binomial
591_fri_c1_100_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125111012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.710701355781273;train;1.60500033;6;220;452;10;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125111012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.07684911960434;test;1.60500033;6;220;452;10;10;70;continuous
allrep;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986336295089805;train;2.80102924833333;8;260;536;5;24;2641;multinomial
allrep;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125083457_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936282664109476;test;2.80102924833333;8;260;536;5;24;2641;multinomial
586_fri_c3_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819898869732562;train;0.443776724983333;8;125;386;5;25;700;continuous
586_fri_c3_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126094058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801351512547996;test;0.443776724983333;8;125;386;5;25;700;continuous
225_puma8NH;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.740810396911977;train;0.405925513333333;9;40;418;2;8;5735;continuous
225_puma8NH;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125110828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.769898614441806;test;0.405925513333333;9;40;418;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.750540864708504;train;2.20885057998333;5;200;410;6;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740378013889201;test;2.20885057998333;5;200;410;6;8;5735;continuous
glass2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.748473748473749;train;0.497593493333333;9;36;418;5;9;115;binomial
glass2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100416_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859375;test;0.497593493333333;9;36;418;5;9;115;binomial
cars;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.796118358926241;train;0.09066641;5;6;68;3;6;275;multinomial
cars;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.774931590844613;test;0.09066641;5;6;68;3;6;275;multinomial
584_fri_c4_500_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823222663226848;train;0.17103532;3;90;186;3;25;350;continuous
584_fri_c4_500_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794975866278746;test;0.17103532;3;90;186;3;25;350;continuous
heart_h;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91304347826087;train;2.12989451666667;9;12;212;7;12;206;binomial
heart_h;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871052631578947;test;2.12989451666667;9;12;212;7;12;206;binomial
519_vinnie;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125181808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491556835885648;train;0.139450286666667;3;4;32;1;2;266;continuous
519_vinnie;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125181808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.441465930824298;test;0.139450286666667;3;4;32;1;2;266;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.88396166720177;train;29.96906952;7;240;494;6;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.887527098435281;test;29.96906952;7;240;494;6;9;81648;continuous
analcatdata_bankruptcy;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980392156862745;train;0.0623912883333333;3;16;76;2;4;35;binomial
analcatdata_bankruptcy;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.0623912883333333;3;16;76;2;4;35;binomial
678_visualizing_environmental;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751723498631702;train;0.659907985;3;160;326;3;3;78;continuous
678_visualizing_environmental;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124171901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.744905047001323;test;0.659907985;3;160;326;3;3;78;continuous
vehicle;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951100975579906;train;0.113015785;3;13;78;13;13;593;multinomial
vehicle;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124145044_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9386803143946;test;0.113015785;3;13;78;13;13;593;multinomial
appendicitis;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842222222222222;train;0.603634723333333;3;160;326;4;4;75;binomial
appendicitis;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124211839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926666666666667;test;0.603634723333333;3;160;326;4;4;75;binomial
527_analcatdata_election2000;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.312180012522197;train;0.0658711916666667;3;15;106;2;3;47;continuous
527_analcatdata_election2000;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095321_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.88906549341415;test;0.0658711916666667;3;15;106;2;3;47;continuous
621_fri_c0_100_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.443191902744826;train;0.581474055;6;20;260;10;10;70;continuous
621_fri_c0_100_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162146_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.623194534085564;test;0.581474055;6;20;260;10;10;70;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125193507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840522483605485;train;1.01369844166667;3;72;150;4;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125193507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797585750310867;test;1.01369844166667;3;72;150;4;50;350;continuous
tokyo1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981208788098899;train;0.626663985;3;160;326;21;21;672;binomial
tokyo1;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98414809888039;test;0.626663985;3;160;326;21;21;672;binomial
pendigits;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998407276809827;train;0.683787431666667;3;16;94;16;16;7695;multinomial
pendigits;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997458952722128;test;0.683787431666667;3;16;94;16;16;7695;multinomial
mfeat_karhunen;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999200058099067;train;31.4392748766667;3;61;138;31;64;1400;multinomial
mfeat_karhunen;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99809143789729;test;31.4392748766667;3;61;138;31;64;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9999818137438;train;24.7737677033167;3;66;138;117;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997997196474515;test;24.7737677033167;3;66;138;117;136;1400;multinomial
wine_quality_white;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125185008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933963184733335;train;18.375990965;20;500;1040;7;11;3429;multinomial
wine_quality_white;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125185008_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.755928027432188;test;18.375990965;20;500;1040;7;11;3429;multinomial
crx;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.933602386383576;train;0.191674171666667;3;51;166;10;13;483;binomial
crx;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.873482726423903;test;0.191674171666667;3;51;166;10;13;483;binomial
mfeat_karhunen;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998424033580581;train;1.85240225833333;3;160;326;18;64;1400;multinomial
mfeat_karhunen;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992140425597605;test;1.85240225833333;3;160;326;18;64;1400;multinomial
649_fri_c0_500_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469240151354475;train;0.105811551666667;3;25;156;5;5;350;continuous
649_fri_c0_500_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445962543975659;test;0.105811551666667;3;25;156;5;5;350;continuous
lupus;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933066361556064;train;2.61666699166667;14;380;788;1;2;61;binomial
lupus;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.773809523809524;test;2.61666699166667;14;380;788;1;2;61;binomial
617_fri_c3_500_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124192933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81926957549883;train;1.57903975168333;6;220;452;5;5;350;continuous
617_fri_c3_500_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124192933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866949589749719;test;1.57903975168333;6;220;452;5;5;350;continuous
653_fri_c0_250_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126101124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.421812966514401;train;0.795459541666667;12;125;564;20;25;175;continuous
653_fri_c0_250_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126101124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.536387588280085;test;0.795459541666667;12;125;564;20;25;175;continuous
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1196_BNG_pharynx;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124152729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.654770709197372;test;42.61139476;1;120;242;10;10;700000;continuous
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1196_BNG_pharynx;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125110545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658627634756547;train;230.56739988;0;100;200;5;10;700000;continuous
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597_fri_c2_500_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.879721146052594;train;0.9103219;3;160;326;5;5;350;continuous
597_fri_c2_500_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112330_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.903193866475101;test;0.9103219;3;160;326;5;5;350;continuous
192_vineyard;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537801257420725;train;0.634213113333333;3;160;326;2;2;37;continuous
192_vineyard;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.583637350234619;test;0.634213113333333;3;160;326;2;2;37;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233854775286082;train;1.02818628166667;3;160;326;5;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.350237025248807;test;1.02818628166667;3;160;326;5;25;700;continuous
228_elusage;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332763088680118;train;2.33599921333333;12;340;704;1;1;39;continuous
228_elusage;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.541278228368153;test;2.33599921333333;12;340;704;1;1;39;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214482438553459;train;1.49417032333333;7;240;494;5;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211639_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457479664654853;test;1.49417032333333;7;240;494;5;50;175;continuous
pima;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81666208455523;train;1.441842725;7;240;494;6;8;538;binomial
pima;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125204731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.837549439683586;test;1.441842725;7;240;494;6;8;538;binomial
626_fri_c2_500_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799292722436696;train;0.219611928333333;3;90;186;18;50;350;continuous
626_fri_c2_500_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124170919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842499315249856;test;0.219611928333333;3;90;186;18;50;350;continuous
cars;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895895453315676;train;0.651739541666667;3;7;50;7;7;275;multinomial
cars;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.755743790849673;test;0.651739541666667;3;7;50;7;7;275;multinomial
505_tecator;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0787011078381887;train;0.704083301666667;3;160;326;17;17;168;continuous
505_tecator;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0814170497943468;test;0.704083301666667;3;160;326;17;17;168;continuous
credit_g;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.818889189607176;train;5.12541203666667;9;20;320;18;20;700;binomial
credit_g;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770475986277873;test;5.12541203666667;9;20;320;18;20;700;binomial
analcatdata_aids;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124204516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.75;train;0.0687156333333333;3;3;24;3;3;35;binomial
analcatdata_aids;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124204516_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833333333333333;test;0.0687156333333333;3;3;24;3;3;35;binomial
spectf;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924733996162568;train;0.745248973333333;9;158;426;24;44;245;binomial
spectf;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124181135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906684027777778;test;0.745248973333333;9;158;426;24;44;245;binomial
ann_thyroid;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99100972505122;train;3.55861978166667;8;260;536;6;21;5040;multinomial
ann_thyroid;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126113325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990367616338113;test;3.55861978166667;8;260;536;6;21;5040;multinomial
analcatdata_authorship;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999936885238988;train;0.97839215;3;160;326;65;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125191928_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999800101064146;test;0.97839215;3;160;326;65;70;589;multinomial
twonorm;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997614708660516;train;0.282482453333333;3;58;166;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125130512_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99867739366172;test;0.282482453333333;3;58;166;20;20;5180;binomial
631_fri_c1_500_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874041046455214;train;1.619689905;6;220;452;5;5;350;continuous
631_fri_c1_500_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124152548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802178966940796;test;1.619689905;6;220;452;5;5;350;continuous
sleep;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.891202228532123;train;35.45676727165;1;120;242;13;13;74136;multinomial
sleep;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125100344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887815460268968;test;35.45676727165;1;120;242;13;13;74136;multinomial
687_sleuth_ex1605;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.59941679095627;train;0.39665857665;9;25;404;3;5;44;continuous
687_sleuth_ex1605;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839787713047498;test;0.39665857665;9;25;404;3;5;44;continuous
Hill_Valley_with_noise;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.542941653070511;train;0.03688818;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.518199757134183;test;0.03688818;3;4;32;1;1;849;binomial
analcatdata_boxing1;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92267706302794;train;1.03911321666667;6;220;452;1;3;84;binomial
analcatdata_boxing1;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83015873015873;test;1.03911321666667;6;220;452;1;3;84;binomial
segmentation;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994339613903526;train;1.67654807665;3;160;326;9;14;1617;multinomial
segmentation;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126113423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995499518691254;test;1.67654807665;3;160;326;9;14;1617;multinomial
hungarian;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879306722689076;train;1.29934137166667;7;240;494;2;12;206;binomial
hungarian;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126085314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.870459401709402;test;1.29934137166667;7;240;494;2;12;206;binomial
618_fri_c3_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.809908732088853;train;1.221451965;5;200;410;7;50;700;continuous
618_fri_c3_1000_50;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133829_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837206409433639;test;1.221451965;5;200;410;7;50;700;continuous
colic;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931564608199274;train;0.707416681666667;3;160;326;5;22;258;binomial
colic;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.84593837535014;test;0.707416681666667;3;160;326;5;22;258;binomial
breast_w;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125184638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994126889121652;train;0.808245901666667;3;160;326;8;8;490;binomial
breast_w;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125184638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993112947658402;test;0.808245901666667;3;160;326;8;8;490;binomial
allhyper;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994184531238529;train;3.85584218666667;9;280;578;10;24;2640;multinomial
allhyper;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124184011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988479020979021;test;3.85584218666667;9;280;578;10;24;2640;multinomial
hepatitis;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95141065830721;train;3.25932192166667;20;500;1040;19;19;109;binomial
hepatitis;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125113036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855555555555556;test;3.25932192166667;20;500;1040;19;19;109;binomial
225_puma8NH;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.751051570839035;train;1.21427843833333;3;160;326;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180806_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740806871796457;test;1.21427843833333;3;160;326;2;8;5735;continuous
optdigits;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.563759558996497;train;43.6201086533333;3;56;138;45;59;3934;multinomial
optdigits;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.55993355757741;test;43.6201086533333;3;56;138;45;59;3934;multinomial
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.715431684481005;train;1.312826695;6;18;232;6;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126115153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.708303986823529;test;1.312826695;6;18;232;6;9;12248;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.471452684393006;train;1.41663380333333;7;240;494;4;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445235900256154;test;1.41663380333333;7;240;494;4;10;356;continuous
666_rmftsa_ladata;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.515653792051684;train;1.239384495;17;50;754;5;10;356;continuous
666_rmftsa_ladata;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165619_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.536093210471823;test;1.239384495;17;50;754;5;10;356;continuous
wine_quality_red;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.721467390601663;train;4.70062510335;20;492;1024;7;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193043_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.736379367806167;test;4.70062510335;20;492;1024;7;11;1120;multinomial
647_fri_c1_250_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857635110092877;train;0.48941453;9;50;418;3;10;175;continuous
647_fri_c1_250_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.760409694961201;test;0.48941453;9;50;418;3;10;175;continuous
german;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826219132102613;train;3.73568638333333;11;20;370;18;20;700;binomial
german;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.739042407660739;test;3.73568638333333;11;20;370;18;20;700;binomial
allbp;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998022541876829;train;1.81461292498333;3;160;326;5;25;2641;multinomial
allbp;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958788330615864;test;1.81461292498333;3;160;326;5;25;2641;multinomial
breast;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987440384578844;train;0.770496231666667;3;160;326;10;10;490;binomial
breast;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170650_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996447090455156;test;0.770496231666667;3;160;326;10;10;490;binomial
yeast;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929728372310712;train;4.720080605;20;448;936;8;8;1036;multinomial
yeast;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888280089721487;test;4.720080605;20;448;936;8;8;1036;multinomial
579_fri_c0_250_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481995516336509;train;0.105006860016667;3;25;156;5;5;175;continuous
579_fri_c0_250_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124171222_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.520008895776208;test;0.105006860016667;3;25;156;5;5;175;continuous
mfeat_factors;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;30.25622156835;3;66;138;133;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996447380687298;test;30.25622156835;3;66;138;133;133;1400;multinomial
breast_cancer;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.737049415134877;train;1.57978546833333;12;9;218;4;9;201;binomial
breast_cancer;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.681877444589309;test;1.57978546833333;12;9;218;4;9;201;binomial
fars;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913118081697045;train;30.551678195;0;100;200;21;21;70678;multinomial
fars;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902671334400941;test;30.551678195;0;100;200;21;21;70678;multinomial
588_fri_c4_1000_100;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.266951732948389;train;2.20227840666667;6;220;452;18;100;700;continuous
588_fri_c4_1000_100;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125201942_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.343461228413858;test;2.20227840666667;6;220;452;18;100;700;continuous
582_fri_c1_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284766542773571;train;1.81379792833333;7;240;494;4;25;350;continuous
582_fri_c1_500_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124173242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346253585609924;test;1.81379792833333;7;240;494;4;25;350;continuous
collins;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.44956803666667;3;160;326;1;20;340;multinomial
collins;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211254_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.44956803666667;3;160;326;1;20;340;multinomial
201_pol;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125192127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.448928703442417;train;3.17262226333333;5;200;410;24;26;10500;continuous
201_pol;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125192127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456954087500705;test;3.17262226333333;5;200;410;24;26;10500;continuous
letter;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979973845043154;train;31.7122671933333;1;120;242;16;16;14000;multinomial
letter;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124213335_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979647367995048;test;31.7122671933333;1;120;242;16;16;14000;multinomial
225_puma8NH;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.493055032820237;train;3.69567000166667;3;160;326;2;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.547713086550404;test;3.69567000166667;3;160;326;2;8;5735;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806474074419112;train;0.906063433333333;3;72;150;49;50;350;continuous
626_fri_c2_500_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830892162421107;test;0.906063433333333;3;72;150;49;50;350;continuous
574_house_16H;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481454475079462;train;5.39593930333333;13;306;638;14;15;15949;continuous
574_house_16H;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145648_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48788996000897;test;5.39593930333333;13;306;638;14;15;15949;continuous
letter;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98112920355827;train;66.3701442783333;1;16;42;16;16;14000;multinomial
letter;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980787968283129;test;66.3701442783333;1;16;42;16;16;14000;multinomial
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261295587071747;train;1.28351809833333;5;200;410;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125200313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.410321173010274;test;1.28351809833333;5;200;410;5;5;700;continuous
cmc;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.738893262641503;train;0.465042485;19;9;344;8;9;1032;multinomial
cmc;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702472215300714;test;0.465042485;19;9;344;8;9;1032;multinomial
clean2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977265083090398;train;0.526835425;3;80;166;105;105;4619;binomial
clean2;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126113032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963829232240675;test;0.526835425;3;80;166;105;105;4619;binomial
527_analcatdata_election2000;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125094707_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.111354727715648;train;0.08156355665;3;4;32;2;2;47;continuous
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557_analcatdata_apnea1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112835_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.171728489858561;train;0.168248738333333;3;6;48;3;3;333;continuous
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620_fri_c1_1000_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125171258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823877530259804;train;1.34386999;6;220;452;19;25;700;continuous
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590_fri_c0_1000_50;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124153151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36713516380502;test;11.5612604616667;20;498;1036;6;50;700;continuous
626_fri_c2_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272459508359743;train;2.88089716833333;10;300;620;3;50;350;continuous
626_fri_c2_500_50;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426361167841555;test;2.88089716833333;10;300;620;3;50;350;continuous
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626_fri_c2_500_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842039138421615;test;1.69032614665;9;280;578;5;50;350;continuous
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satimage;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980673216316963;train;7.05395297835;6;220;452;25;25;4505;multinomial
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294_satellite_image;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461086230132071;train;7.470969795;8;50;356;25;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082814_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484306893784324;test;7.470969795;8;50;356;25;25;4505;continuous
294_satellite_image;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.453046985543225;train;0.562929091683333;8;113;386;24;24;4505;continuous
294_satellite_image;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.474027603431759;test;0.562929091683333;8;113;386;24;24;4505;continuous
560_bodyfat;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0368347700037349;train;0.185151575;3;64;186;1;13;177;continuous
560_bodyfat;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0309440795465158;test;0.185151575;3;64;186;1;13;177;continuous
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641_fri_c1_500_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83044512171877;train;1.521268495;5;200;410;4;10;350;continuous
641_fri_c1_500_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.904087833179503;test;1.521268495;5;200;410;4;10;350;continuous
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628_fri_c3_1000_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125150901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197883987457668;train;1.389323525;7;240;494;3;5;700;continuous
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594_fri_c2_100_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891462908868257;train;0.217913258333333;5;10;116;1;5;70;continuous
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635_fri_c0_250_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.550326970235097;train;0.939527863333333;7;20;296;10;10;175;continuous
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616_fri_c4_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809446670361548;train;0.530694586666667;8;190;396;10;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125100106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842906746843375;test;0.530694586666667;8;190;396;10;50;350;continuous
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dis;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.683335464893209;test;1.83101057166667;20;100;880;3;25;2641;binomial
lupus;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825514874141877;train;0.445871055;3;144;294;1;2;61;binomial
lupus;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126105314_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910714285714286;test;0.445871055;3;144;294;1;2;61;binomial
596_fri_c2_250_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791772285035008;train;0.105861510016667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125110451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851585105528513;test;0.105861510016667;3;25;156;5;5;175;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.109606763263319;train;0.618887745;3;160;326;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126083725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.180473385851007;test;0.618887745;3;160;326;1;1;47;continuous
589_fri_c2_1000_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793800303204978;train;2.55687396333333;9;50;398;25;25;700;continuous
589_fri_c2_1000_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859680512202818;test;2.55687396333333;9;50;398;25;25;700;continuous
593_fri_c1_1000_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805470726885203;train;1.408498335;5;200;410;10;10;700;continuous
593_fri_c1_1000_10;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124152242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865462767676888;test;1.408498335;5;200;410;10;10;700;continuous
mnist;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.557082675576483;train;46.3534109283333;0;5;10;10;591;49000;multinomial
mnist;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.555786571112461;test;46.3534109283333;0;5;10;10;591;49000;multinomial
spambase;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980125103173704;train;1.27941339833333;3;160;326;55;55;3221;binomial
spambase;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125181259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975963558076034;test;1.27941339833333;3;160;326;55;55;3221;binomial
594_fri_c2_100_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.955046620985275;train;0.192711051666667;5;25;248;1;5;70;continuous
594_fri_c2_100_5;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00041641058184;test;0.192711051666667;5;25;248;1;5;70;continuous
clean2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999667011959976;train;6.16271874;13;344;714;1;104;4619;binomial
clean2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998996464075588;test;6.16271874;13;344;714;1;104;4619;binomial
lupus;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875;train;0.0334867083333333;3;2;16;2;2;61;binomial
lupus;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.793939393939394;test;0.0334867083333333;3;2;16;2;2;61;binomial
banana;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.549388643718741;train;0.0894158916833333;3;8;64;2;2;3710;binomial
banana;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124194849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.535975283134374;test;0.0894158916833333;3;8;64;2;2;3710;binomial
617_fri_c3_500_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807077589327021;train;0.402935683333333;7;10;152;5;5;350;continuous
617_fri_c3_500_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125084926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860604629397512;test;0.402935683333333;7;10;152;5;5;350;continuous
satimage;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125182818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972172869035831;train;1.17805921;9;24;386;10;24;4505;multinomial
satimage;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125182818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974380456354184;test;1.17805921;9;24;386;10;24;4505;multinomial
shuttle;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783898399224074;train;36.2740480083333;2;8;38;3;8;40600;multinomial
shuttle;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125193728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784772633203193;test;36.2740480083333;2;8;38;3;8;40600;multinomial
690_visualizing_galaxy;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126104913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316858948080287;train;0.205298728333333;7;20;252;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126104913_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.299579365183526;test;0.205298728333333;7;20;252;4;4;227;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803135937649306;train;1.81712517333333;8;260;536;14;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155129_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842210257564552;test;1.81712517333333;8;260;536;14;50;350;continuous
german;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860252570775061;train;2.26860396333333;11;320;662;19;20;700;binomial
german;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124204246_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.756483305820331;test;2.26860396333333;11;320;662;19;20;700;binomial
cleve;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885309278350515;train;0.733746625;3;160;326;3;13;213;binomial
cleve;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113215_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.847187655550025;test;0.733746625;3;160;326;3;13;213;binomial
641_fri_c1_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125194605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844305794267388;train;0.696084178333333;3;20;132;10;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125194605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830386096307484;test;0.696084178333333;3;20;132;10;10;350;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.202711551280253;train;4.18450894333333;6;220;452;7;50;700;continuous
622_fri_c2_1000_50;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125112303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306483531038886;test;4.18450894333333;6;220;452;7;50;700;continuous
adult;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125195037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898840873913778;train;6.34561245333333;13;48;586;9;12;34190;binomial
adult;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125195037_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892396368350392;test;6.34561245333333;13;48;586;9;12;34190;binomial
225_puma8NH;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.755730056861251;train;0.128761386666667;3;40;166;3;8;5735;continuous
225_puma8NH;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126092446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.742398688144906;test;0.128761386666667;3;40;166;3;8;5735;continuous
611_fri_c3_100_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233236842644918;train;1.11844850666667;6;220;452;4;4;70;continuous
611_fri_c3_100_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124184417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.881852812156833;test;1.11844850666667;6;220;452;4;4;70;continuous
542_pollution;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.570143366202109;train;0.143846051666667;3;49;166;3;10;42;continuous
542_pollution;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.70530920483154;test;0.143846051666667;3;49;166;3;10;42;continuous
574_house_16H;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.589109133898829;train;10.36535342;8;30;346;15;15;15949;continuous
574_house_16H;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.572922576205541;test;10.36535342;8;30;346;15;15;15949;continuous
648_fri_c1_250_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328849407897586;train;1.783536545;9;280;578;24;50;175;continuous
648_fri_c1_250_50;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126083653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.588449026641968;test;1.783536545;9;280;578;24;50;175;continuous
mfeat_factors;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999851042150472;train;4.18437712666667;8;228;472;130;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125183133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999651531664648;test;4.18437712666667;8;228;472;130;136;1400;multinomial
yeast;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.901741961397393;train;10.6976155433333;13;8;214;7;8;1036;multinomial
yeast;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125170957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.853910602227114;test;10.6976155433333;13;8;214;7;8;1036;multinomial
207_autoPrice;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321279773709174;train;0.621126915;3;160;326;7;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124211114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401981429751547;test;0.621126915;3;160;326;7;11;112;continuous
calendarDOW;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125111637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953681990555022;train;0.502133148333333;11;13;292;9;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125111637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.741790306122449;test;0.502133148333333;11;13;292;9;13;280;multinomial
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627_fri_c2_500_10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124153455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.388000840072864;test;3.294723505;13;328;682;7;10;350;continuous
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allhyper;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991727098951238;train;1.01793945833333;11;24;416;21;24;2640;multinomial
allhyper;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126113628_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985367132867133;test;1.01793945833333;11;24;416;21;24;2640;multinomial
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australian;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090013_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.924596391263058;test;0.813931318333333;11;52;502;5;13;483;binomial
1030_ERA;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.743998041571127;train;0.152859638333333;5;20;206;4;4;700;continuous
1030_ERA;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174022_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793533289079439;test;0.152859638333333;5;20;206;4;4;700;continuous
auto;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125092738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.268193896666667;6;20;198;0;20;142;multinomial
auto;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125092738_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.268193896666667;6;20;198;0;20;142;multinomial
satimage;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978174862742044;train;30.36338315;4;22;152;22;22;4505;multinomial
satimage;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975030474829193;test;30.36338315;4;22;152;22;22;4505;multinomial
lupus;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936263736263736;train;0.564531491666667;3;160;326;2;2;61;binomial
lupus;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.745098039215686;test;0.564531491666667;3;160;326;2;2;61;binomial
tokyo1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970398181252181;train;0.792733921666667;3;160;326;12;21;672;binomial
tokyo1;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966799689613125;test;0.792733921666667;3;160;326;12;21;672;binomial
allbp;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995164456068248;train;2.25043085333333;3;160;326;5;25;2641;multinomial
allbp;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125092912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986762171400784;test;2.25043085333333;3;160;326;5;25;2641;multinomial
227_cpu_small;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314630371300261;train;2.40216304833333;5;24;206;3;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124174055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.308485775212204;test;2.40216304833333;5;24;206;3;12;5735;continuous
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1595_poker;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125135127_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814673239501437;train;39.3472519816667;1;120;242;1;10;717507;continuous
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658_fri_c3_250_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267899410598842;train;1.17223329333333;5;200;410;8;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124171424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468222624586006;test;1.17223329333333;5;200;410;8;25;175;continuous
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658_fri_c3_250_25;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825831433569941;train;1.60743200666667;7;240;494;18;25;175;continuous
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waveform_40;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126112917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969137541571427;train;11.2335906766667;3;39;136;17;40;3500;multinomial
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credit_g;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125111214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805030006392459;train;2.59673870833333;12;340;704;16;20;700;binomial
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auto;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89528070732339;train;9.72711126666667;14;21;510;16;21;142;multinomial
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218_house_8L;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449150004488476;train;0.658106593333333;10;40;460;8;8;15949;continuous
218_house_8L;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.440106127775622;test;0.658106593333333;10;40;460;8;8;15949;continuous
653_fri_c0_250_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480210798072739;train;0.753885565;3;160;326;20;25;175;continuous
653_fri_c0_250_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124204328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.530381014793681;test;0.753885565;3;160;326;20;25;175;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126093907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.449639929058837;train;0.216565586666667;3;90;186;19;25;350;continuous
633_fri_c0_500_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126093907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.592856206528302;test;0.216565586666667;3;90;186;19;25;350;continuous
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pendigits;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995616557933548;test;6.64205120333333;3;160;326;16;16;7695;multinomial
credit_a;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124205802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981013098009242;train;0.912286043333333;3;160;326;10;14;483;binomial
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analcatdata_happiness;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.817460317460317;train;0.19805297;6;3;42;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125164909_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534722222222222;test;0.19805297;6;3;42;1;3;42;multinomial
658_fri_c3_250_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852945571727613;train;2.32635025833333;20;316;672;8;25;175;continuous
658_fri_c3_250_25;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125114424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.747866347844444;test;2.32635025833333;20;316;672;8;25;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.501314727370654;train;1.43452321833333;6;220;452;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513005031264488;test;1.43452321833333;6;220;452;5;5;175;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216961412963256;train;2.93079446833333;8;260;536;28;50;350;continuous
637_fri_c1_500_50;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125090349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418917736978693;test;2.93079446833333;8;260;536;28;50;350;continuous
192_vineyard;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.569283797906459;train;0.05696;3;10;74;2;2;37;continuous
192_vineyard;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124145327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.593454716205037;test;0.05696;3;10;74;2;2;37;continuous
218_house_8L;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125132001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.501931413544839;train;5.79661925666667;20;356;752;8;8;15949;continuous
218_house_8L;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125132001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.495651581037958;test;5.79661925666667;20;356;752;8;8;15949;continuous
658_fri_c3_250_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.233293029244909;train;2.65467118;12;340;704;9;24;175;continuous
658_fri_c3_250_25;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.533709744400978;test;2.65467118;12;340;704;9;24;175;continuous
mfeat_factors;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.21612210833333;3;66;138;132;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110646_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992671545618202;test;1.21612210833333;3;66;138;132;136;1400;multinomial
1193_BNG_lowbwt;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.613279697635223;train;5.4823452;6;204;420;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.610411737514052;test;5.4823452;6;204;420;9;9;21773;continuous
confidence;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125102739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125102739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
pendigits;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999864741818265;train;5.513184315;3;160;326;15;16;7695;multinomial
pendigits;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191319_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999319102201749;test;5.513184315;3;160;326;15;16;7695;multinomial
wine_quality_red;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.801040663892543;train;7.70672494498333;9;11;192;5;11;1120;multinomial
wine_quality_red;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173739_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.725804586652401;test;7.70672494498333;9;11;192;5;11;1120;multinomial
mfeat_fourier;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98160080860723;train;0.913691813333333;5;69;222;25;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125082811_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96841070306143;test;0.913691813333333;5;69;222;25;76;1400;multinomial
589_fri_c2_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808630546304581;train;0.914034198333333;3;49;146;25;25;700;continuous
589_fri_c2_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203820_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824007330954157;test;0.914034198333333;3;49;146;25;25;700;continuous
ionosphere;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975322411990241;train;1.12605686333333;5;200;410;32;32;246;binomial
ionosphere;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125091422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908892763731473;test;1.12605686333333;5;200;410;32;32;246;binomial
564_fried;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281675908490694;train;20.4694249466667;10;220;460;8;10;28538;continuous
564_fried;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302914731668997;test;20.4694249466667;10;220;460;8;10;28538;continuous
225_puma8NH;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739476384533719;train;1.08452465333333;8;16;272;2;8;5735;continuous
225_puma8NH;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.768618527931032;test;1.08452465333333;8;16;272;2;8;5735;continuous
612_fri_c1_1000_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847019856455418;train;1.29475546833333;5;200;410;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83972819141855;test;1.29475546833333;5;200;410;5;5;700;continuous
634_fri_c2_100_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398086334365778;train;1.74441565;11;316;654;1;9;70;continuous
634_fri_c2_100_10;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.589647122128305;test;1.74441565;11;316;654;1;9;70;continuous
glass2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125142812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767543859649123;train;0.952822361666667;3;160;326;1;9;115;binomial
glass2;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125142812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.591651542649728;test;0.952822361666667;3;160;326;1;9;115;binomial
page_blocks;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155507_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99283295142213;train;2.66427852666667;13;248;522;7;7;3832;multinomial
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613_fri_c3_250_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772320549433006;train;0.464940713316667;6;10;132;3;5;175;continuous
613_fri_c3_250_5;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124194127_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863738467736432;test;0.464940713316667;6;10;132;3;5;175;continuous
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analcatdata_asbestos;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931609195402299;train;0.59290363;3;160;326;3;3;59;binomial
analcatdata_asbestos;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125085157_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75;test;0.59290363;3;160;326;3;3;59;binomial
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segmentation;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997016465154415;test;1.34767184666667;3;160;326;14;14;1617;multinomial
calendarDOW;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.661068756199902;train;2.34141840666667;8;14;214;10;14;280;multinomial
calendarDOW;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.597079081632653;test;2.34141840666667;8;14;214;10;14;280;multinomial
628_fri_c3_1000_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841999133889344;train;0.107257275;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823318701459649;test;0.107257275;3;25;156;5;5;700;continuous
breast_cancer_wisconsin;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996952027564273;train;0.930152276666667;3;160;326;10;23;399;binomial
breast_cancer_wisconsin;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124154103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989532019704433;test;0.930152276666667;3;160;326;10;23;399;binomial
glass;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909068475875199;train;1.02864010166667;3;9;62;9;9;144;multinomial
glass;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.761805555555556;test;1.02864010166667;3;9;62;9;9;144;multinomial
562_cpu_small;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.184941033962385;train;2.57056415666667;6;220;452;11;12;5735;continuous
562_cpu_small;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125083634_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.201895272498181;test;2.57056415666667;6;220;452;11;12;5735;continuous
analcatdata_boxing2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680436847103514;train;0.20906036;9;12;206;1;3;93;binomial
analcatdata_boxing2;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.717914438502674;test;0.20906036;9;12;206;1;3;93;binomial
581_fri_c3_500_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847222692527593;train;2.32500588333333;10;50;444;8;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124175921_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823846825794177;test;2.32500588333333;10;50;444;8;25;350;continuous
twonorm;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997656004016831;train;0.229789735;3;63;166;20;20;5180;binomial
twonorm;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998717177400563;test;0.229789735;3;63;166;20;20;5180;binomial
230_machine_cpu;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.250121314332282;train;1.65560505333333;14;12;348;4;6;147;continuous
230_machine_cpu;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125095454_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.297489412846212;test;1.65560505333333;14;12;348;4;6;147;continuous
574_house_16H;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.407838538494113;train;12.4467129016667;3;160;326;15;15;15949;continuous
574_house_16H;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415486893424608;test;12.4467129016667;3;160;326;15;15;15949;continuous
505_tecator;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0789575739838287;train;0.20913692;3;84;186;6;17;168;continuous
505_tecator;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0608089532898984;test;0.20913692;3;84;186;6;17;168;continuous
clean1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.900577705;3;160;326;1;86;334;binomial
clean1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.900577705;3;160;326;1;86;334;binomial
allhyper;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993396921896144;train;4.04639611166667;13;248;522;16;24;2640;multinomial
allhyper;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125133046_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.901836040275248;test;4.04639611166667;13;248;522;16;24;2640;multinomial
calendarDOW;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983970042455544;train;0.74692257;3;160;326;15;15;280;multinomial
calendarDOW;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892099532130487;test;0.74692257;3;160;326;15;15;280;multinomial
579_fri_c0_250_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496605878578109;train;0.941243553316667;3;160;326;5;5;175;continuous
579_fri_c0_250_5;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.492632416558894;test;0.941243553316667;3;160;326;5;5;175;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.4709971056427;train;0.749117816666667;3;160;326;2;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.757154236302307;test;0.749117816666667;3;160;326;2;10;356;continuous
labor;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.261075141666667;3;112;230;2;15;40;binomial
labor;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.666666666666667;test;0.261075141666667;3;112;230;2;15;40;binomial
633_fri_c0_500_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488700337689909;train;0.205917776666667;3;90;186;11;25;350;continuous
633_fri_c0_500_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.501540106933441;test;0.205917776666667;3;90;186;11;25;350;continuous
1595_poker;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81626421928629;train;4.928716195;7;50;334;9;10;717507;continuous
1595_poker;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814919031559265;test;4.928716195;7;50;334;9;10;717507;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243119489878783;train;3.48806716166667;15;381;792;9;25;350;continuous
582_fri_c1_500_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182702_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389807881446765;test;3.48806716166667;15;381;792;9;25;350;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523316362065501;train;0.791876585016667;7;20;290;10;10;175;continuous
635_fri_c0_250_10;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.516118497991966;test;0.791876585016667;7;20;290;10;10;175;continuous
cars;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.809675765731129;train;0.7131244;3;160;326;6;6;275;multinomial
cars;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.786708496732026;test;0.7131244;3;160;326;6;6;275;multinomial
1196_BNG_pharynx;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660974354818242;train;13.468082335;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182021_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661941219416526;test;13.468082335;3;20;134;10;10;700000;continuous
663_rabe_266;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0977679050027038;train;0.946570651666667;5;200;410;2;2;84;continuous
663_rabe_266;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.174338904106889;test;0.946570651666667;5;200;410;2;2;84;continuous
glass;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125130835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882984848484849;train;1.78549676166667;12;327;678;9;9;144;multinomial
glass;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125130835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798878205128205;test;1.78549676166667;12;327;678;9;9;144;multinomial
ann_thyroid;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984105781449465;train;4.54093388;9;264;546;5;21;5040;multinomial
ann_thyroid;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125155146_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960672887743623;test;4.54093388;9;264;546;5;21;5040;multinomial
519_vinnie;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445452707886027;train;0.21410442;6;4;56;1;2;266;continuous
519_vinnie;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.547781972924229;test;0.21410442;6;4;56;1;2;266;continuous
prnn_fglass;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948502415458937;train;0.139854945;6;9;118;9;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124181952_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.762430555555556;test;0.139854945;6;9;118;9;9;144;multinomial
651_fri_c0_100_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.637988201541516;train;0.437864803333333;7;125;354;13;25;70;continuous
651_fri_c0_100_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856612364280015;test;0.437864803333333;7;125;354;13;25;70;continuous
waveform_40;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96440945334985;train;6.37510001166667;10;300;620;14;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125085349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955823396573258;test;6.37510001166667;10;300;620;14;40;3500;multinomial
cleve;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.934255129348796;train;0.751351281666667;7;13;182;11;13;213;binomial
cleve;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125085920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926768926274122;test;0.751351281666667;7;13;182;11;13;213;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997084548104956;train;1.911631865;5;22;208;15;22;399;binomial
breast_cancer_wisconsin;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991225369458128;test;1.911631865;5;22;208;15;22;399;binomial
banana;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.549997805188534;train;1.05346791333333;3;160;326;2;2;3710;binomial
banana;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.525563061809147;test;1.05346791333333;3;160;326;2;2;3710;binomial
analcatdata_germangss;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126112631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.729862755107999;train;0.764143833333333;3;160;326;5;5;280;multinomial
analcatdata_germangss;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126112631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736458851885039;test;0.764143833333333;3;160;326;5;5;280;multinomial
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125100727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616417105415412;train;5.23472416831667;3;41;166;8;9;21773;continuous
1193_BNG_lowbwt;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125100727_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.616006221580009;test;5.23472416831667;3;41;166;8;9;21773;continuous
656_fri_c1_100_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.301205933454513;train;0.60786789835;3;160;326;5;5;70;continuous
656_fri_c1_100_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.62155717046188;test;0.60786789835;3;160;326;5;5;70;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.341481091226946;train;0.975759401666667;3;160;326;0;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125092044_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.349988968714888;test;0.975759401666667;3;160;326;0;3;333;continuous
201_pol;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71029979014826;train;3.80162591165;20;308;656;24;26;10500;continuous
201_pol;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124194452_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.71371278112841;test;3.80162591165;20;308;656;24;26;10500;continuous
505_tecator;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0701919520440499;train;0.750347418333333;3;160;326;5;18;168;continuous
505_tecator;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.100951936130542;test;0.750347418333333;3;160;326;5;18;168;continuous
spambase;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125094320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986321999061322;train;0.304535353333333;3;80;166;54;54;3221;binomial
spambase;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125094320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977180039207449;test;0.304535353333333;3;80;166;54;54;3221;binomial
611_fri_c3_100_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832457104343924;train;0.343946363316667;7;8;124;4;4;70;continuous
611_fri_c3_100_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204056_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799301014444648;test;0.343946363316667;7;8;124;4;4;70;continuous
analcatdata_lawsuit;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998823529411765;train;0.110930303333333;3;16;120;2;4;185;binomial
analcatdata_lawsuit;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125172046_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99;test;0.110930303333333;3;16;120;2;4;185;binomial
credit_a;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913897620116749;train;1.84721612001667;8;13;200;10;13;483;binomial
credit_a;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124153225_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913463386507784;test;1.84721612001667;8;13;200;10;13;483;binomial
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215909887197699;train;1.04714733666667;3;160;326;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124161948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336273390930712;test;1.04714733666667;3;160;326;10;10;700;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.235088341170454;train;0.20373731;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.187055552347629;test;0.20373731;3;6;48;3;3;333;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125203627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811297493242707;train;1.57187745;5;90;234;18;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125203627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830596615557786;test;1.57187745;5;90;234;18;50;350;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478102427599784;train;0.1164478;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496344828504624;test;0.1164478;3;25;156;5;5;700;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914461724244711;train;3.64614038666667;8;18;302;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126085514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916800401362116;test;3.64614038666667;8;18;302;9;9;81648;continuous
segmentation;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124200028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994639326014082;train;0.240041786666667;3;14;92;6;14;1617;multinomial
segmentation;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124200028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996619807552885;test;0.240041786666667;3;14;92;6;14;1617;multinomial
658_fri_c3_250_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916243495567979;train;2.24305039333333;10;50;444;2;25;175;continuous
658_fri_c3_250_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.912959245831838;test;2.24305039333333;10;50;444;2;25;175;continuous
shuttle;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759058332067574;train;1.95333909166667;0;4;8;1;7;40600;multinomial
shuttle;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.705841423446132;test;1.95333909166667;0;4;8;1;7;40600;multinomial
hepatitis;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850574712643678;train;0.792246168333333;3;160;326;19;19;109;binomial
hepatitis;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691666666666667;test;0.792246168333333;3;160;326;19;19;109;binomial
biomed;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125182322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.562911768333333;3;160;326;5;8;147;binomial
biomed;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125182322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903311965811966;test;0.562911768333333;3;160;326;5;8;147;binomial
582_fri_c1_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839526321973446;train;1.14711021166667;5;200;410;20;25;350;continuous
582_fri_c1_500_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124205824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.855664362802226;test;1.14711021166667;5;200;410;20;25;350;continuous
605_fri_c2_250_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.726559844796165;train;0.940114266666667;13;125;606;11;25;175;continuous
605_fri_c2_250_25;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170912_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874954243101715;test;0.940114266666667;13;125;606;11;25;175;continuous
penguins;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0571782566666667;3;7;50;4;7;241;multinomial
penguins;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0571782566666667;3;7;50;4;7;241;multinomial
mfeat_fourier;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97801472924426;train;2.67864479166667;3;160;326;76;76;1400;multinomial
mfeat_fourier;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125083151_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971334938830844;test;2.67864479166667;3;160;326;76;76;1400;multinomial
allhyper;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988543697504126;train;0.431013588333333;6;24;218;23;24;2640;multinomial
allhyper;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.686538461538462;test;0.431013588333333;6;24;218;23;24;2640;multinomial
620_fri_c1_1000_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.869605399174079;train;0.177033696666667;3;85;176;6;25;700;continuous
620_fri_c1_1000_25;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785309389045878;test;0.177033696666667;3;85;176;6;25;700;continuous
564_fried;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484647748851891;train;3.39199758333333;6;204;420;4;10;28538;continuous
564_fried;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125125612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.493240625629562;test;3.39199758333333;6;204;420;4;10;28538;continuous
analcatdata_japansolvent;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.919642857142857;train;0.151895455;8;4;70;3;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124170634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.888888888888889;test;0.151895455;8;4;70;3;4;37;binomial
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605_fri_c2_250_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125163545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827820645736247;test;0.48980376165;3;50;150;24;25;175;continuous
505_tecator;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.106086073392799;train;0.166848238333333;3;83;186;4;18;168;continuous
505_tecator;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0876128192675795;test;0.166848238333333;3;83;186;4;18;168;continuous
1096_FacultySalaries;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.313131743067845;train;0.134849816666667;6;4;56;2;2;35;continuous
1096_FacultySalaries;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.585906189818633;test;0.134849816666667;6;4;56;2;2;35;continuous
690_visualizing_galaxy;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.2627991645762;train;0.582846351666667;3;160;326;3;3;227;continuous
690_visualizing_galaxy;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.283478883746658;test;0.582846351666667;3;160;326;3;3;227;continuous
heart_h;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949010896011848;train;0.871321841666667;5;200;410;11;12;206;binomial
heart_h;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907790143084261;test;0.871321841666667;5;200;410;11;12;206;binomial
cloud;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.592805682879212;train;1.319565455;5;200;410;2;7;76;multinomial
cloud;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125140346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.543835034013605;test;1.319565455;5;200;410;2;7;76;multinomial
mfeat_fourier;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989664731710924;train;41.222617645;2;46;96;76;76;1400;multinomial
mfeat_fourier;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100828_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978252979375792;test;41.222617645;2;46;96;76;76;1400;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814398117793872;train;0.958398216666667;13;5;136;4;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.775165210573477;test;0.958398216666667;13;5;136;4;5;280;multinomial
wine_quality_white;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125143345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937518719563511;train;15.3730613066667;20;484;1008;9;11;3429;multinomial
wine_quality_white;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125143345_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.791273987645177;test;15.3730613066667;20;484;1008;9;11;3429;multinomial
1196_BNG_pharynx;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657168557234709;train;2.22916478166667;3;50;166;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125084358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657680737592217;test;2.22916478166667;3;50;166;10;10;700000;continuous
segmentation;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99989974295382;train;1.46120207166667;3;160;326;10;14;1617;multinomial
segmentation;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998885193399269;test;1.46120207166667;3;160;326;10;14;1617;multinomial
623_fri_c4_1000_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227701157257871;train;0.860878918333333;3;160;326;5;10;700;continuous
623_fri_c4_1000_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323709759509144;test;0.860878918333333;3;160;326;5;10;700;continuous
ring;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781078520175193;train;1.09873363166667;3;160;326;20;20;5180;binomial
ring;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115206_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.770950629778938;test;1.09873363166667;3;160;326;20;20;5180;binomial
ring;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.783632663558194;train;1.23024491168333;3;160;326;20;20;5180;binomial
ring;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124145526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76751389431151;test;1.23024491168333;3;160;326;20;20;5180;binomial
analcatdata_lawsuit;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994633273703041;train;0.7898891;3;160;326;2;4;185;binomial
analcatdata_lawsuit;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.7898891;3;160;326;2;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124185652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.189168785;3;4;30;4;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124185652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974025974025974;test;0.189168785;3;4;30;4;4;185;binomial
631_fri_c1_500_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187683717159904;train;1.75221979333333;11;304;630;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125141041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337869839551322;test;1.75221979333333;11;304;630;5;5;350;continuous
phoneme;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966607064706048;train;2.73792673166667;3;160;326;5;5;3783;binomial
phoneme;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941674230285102;test;2.73792673166667;3;160;326;5;5;3783;binomial
mnist;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995221380193343;train;165.719158136667;0;100;200;647;651;49000;multinomial
mnist;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125175010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993851157396347;test;165.719158136667;0;100;200;647;651;49000;multinomial
529_pollen;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430835066930655;train;1.15181664833333;3;160;326;4;4;2694;continuous
529_pollen;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126083258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.450158127361707;test;1.15181664833333;3;160;326;4;4;2694;continuous
Hill_Valley_with_noise;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.540109579003464;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.527504105090312;test;;-Inf;-Inf;;1;1;849;binomial
sleep;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893593412238121;train;77.3059086983334;1;13;36;13;13;74136;multinomial
sleep;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124172817_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892719096923848;test;77.3059086983334;1;13;36;13;13;74136;multinomial
ecoli;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97914815757953;train;0.046839235;3;5;36;5;5;229;multinomial
ecoli;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124153042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941492826818914;test;0.046839235;3;5;36;5;5;229;multinomial
saheart;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125180921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798959850218432;train;1.36905977333333;6;220;452;9;9;324;binomial
saheart;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125180921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.755794504181601;test;1.36905977333333;6;220;452;9;9;324;binomial
195_auto_price;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.3686435513317;train;0.76704196;8;20;328;7;10;112;continuous
195_auto_price;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125135015_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.35233583535055;test;0.76704196;8;20;328;7;10;112;continuous
buggyCrx;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93579766536965;train;2.59998454666667;14;380;788;6;13;483;binomial
buggyCrx;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853615520282187;test;2.59998454666667;14;380;788;6;13;483;binomial
611_fri_c3_100_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.739708426238689;train;0.116825485;3;8;60;4;4;70;continuous
611_fri_c3_100_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.909405849577715;test;0.116825485;3;8;60;4;4;70;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.722289931375006;train;2.95991187666667;20;336;712;23;50;175;continuous
648_fri_c1_250_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126112417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845086873107972;test;2.95991187666667;20;336;712;23;50;175;continuous
wine_quality_red;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.757987644120123;train;0.277658565;8;11;186;5;11;1120;multinomial
wine_quality_red;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.717429155256825;test;0.277658565;8;11;186;5;11;1120;multinomial
prnn_synth;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.953333333333333;train;0.0634900966666667;3;8;64;2;2;175;binomial
prnn_synth;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125090914_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898571428571429;test;0.0634900966666667;3;8;64;2;2;175;binomial
658_fri_c3_250_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126092927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882938036606321;train;0.152702121666667;3;90;186;3;25;175;continuous
658_fri_c3_250_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126092927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.01314881026727;test;0.152702121666667;3;90;186;3;25;175;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18964910189524;train;2.22874102166667;12;308;640;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297817375941086;test;2.22874102166667;12;308;640;5;5;350;continuous
german;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890020878441076;train;1.53410801333333;6;220;452;17;20;700;binomial
german;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125162203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.798456260720412;test;1.53410801333333;6;220;452;17;20;700;binomial
584_fri_c4_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800067287451441;train;1.64663112666667;5;200;410;6;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125091950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810556502937896;test;1.64663112666667;5;200;410;6;24;350;continuous
saheart;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769877262325775;train;0.411919790016667;8;36;368;4;9;324;binomial
saheart;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145939_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.733811230585424;test;0.411919790016667;8;36;368;4;9;324;binomial
yeast;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890489592840421;train;0.21186283;5;8;88;7;8;1036;multinomial
yeast;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124185634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888782373170345;test;0.21186283;5;8;88;7;8;1036;multinomial
texture;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999887301606807;train;6.508396485;5;184;378;13;13;3850;multinomial
texture;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124181444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99902861595995;test;6.508396485;5;184;378;13;13;3850;multinomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.751578947368421;train;2.74096571168333;11;320;662;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173654_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.514679687979854;test;2.74096571168333;11;320;662;1;1;849;binomial
collins;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999043364488076;train;4.33882480666667;3;20;100;4;20;340;multinomial
collins;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126083255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999335227401998;test;4.33882480666667;3;20;100;4;20;340;multinomial
cleve;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126092630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984279554437657;train;0.672451731666667;3;160;326;13;13;213;binomial
cleve;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126092630_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864130434782609;test;0.672451731666667;3;160;326;13;13;213;binomial
waveform_21;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125153509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964660788334812;train;3.09701808833333;7;240;494;17;21;3500;multinomial
waveform_21;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125153509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966137650311407;test;3.09701808833333;7;240;494;17;21;3500;multinomial
cmc;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.690523197554473;train;5.28683465666667;12;9;218;3;9;1032;multinomial
cmc;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72515423996711;test;5.28683465666667;12;9;218;3;9;1032;multinomial
628_fri_c3_1000_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167072035010262;train;3.50709701;14;286;600;5;5;700;continuous
628_fri_c3_1000_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084444_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.296827768582377;test;3.50709701;14;286;600;5;5;700;continuous
1193_BNG_lowbwt;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.577116817055508;train;35.008677105;6;220;452;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126085614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.594525232926135;test;35.008677105;6;220;452;8;9;21773;continuous
bupa;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.590004802085477;train;0.355714638333333;9;20;368;2;5;242;binomial
bupa;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.662993920972644;test;0.355714638333333;9;20;368;2;5;242;binomial
608_fri_c3_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213089152827577;train;1.11614093665;3;160;326;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126093429_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322692366636362;test;1.11614093665;3;160;326;5;10;700;continuous
optdigits;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999008901034423;train;43.5860809066667;3;52;138;40;61;3934;multinomial
optdigits;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126083850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997904943362547;test;43.5860809066667;3;52;138;40;61;3934;multinomial
643_fri_c2_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843335129819971;train;0.316932903333333;5;120;270;19;25;350;continuous
643_fri_c2_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125113902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.898362867385018;test;0.316932903333333;5;120;270;19;25;350;continuous
wine_quality_red;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.836423916201084;train;1.67753169833333;5;200;410;7;11;1120;multinomial
wine_quality_red;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.732365028983961;test;1.67753169833333;5;200;410;7;11;1120;multinomial
spambase;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126101023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986329310868245;train;1.78762591833333;5;200;410;53;54;3221;binomial
spambase;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126101023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978405132986209;test;1.78762591833333;5;200;410;53;54;3221;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.53952393640643;train;0.0390734733333333;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124171407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.526546250684182;test;0.0390734733333333;3;4;32;1;1;849;binomial
643_fri_c2_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196531045690128;train;2.23837861666667;9;264;546;8;25;350;continuous
643_fri_c2_500_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364996983623501;test;2.23837861666667;9;264;546;8;25;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245402384396367;train;1.50771154;6;220;452;4;5;350;continuous
631_fri_c1_500_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.365246252185984;test;1.50771154;6;220;452;4;5;350;continuous
574_house_16H;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333543344172929;train;35.4852909466667;11;320;662;15;15;15949;continuous
574_house_16H;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125112432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378335041669617;test;35.4852909466667;11;320;662;15;15;15949;continuous
flags;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923834470435348;train;1.51967929333333;18;40;768;18;40;125;multinomial
flags;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124181717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.669736251402918;test;1.51967929333333;18;40;768;18;40;125;multinomial
waveform_21;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981859145110811;train;2.42376164498333;3;160;326;19;21;3500;multinomial
waveform_21;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125180503_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968631323471823;test;2.42376164498333;3;160;326;19;21;3500;multinomial
dermatology;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998214080575184;train;0.854081205016667;3;160;326;26;26;257;multinomial
dermatology;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124154933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992581108240023;test;0.854081205016667;3;160;326;26;26;257;multinomial
648_fri_c1_250_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.693458192928665;train;1.39221872166667;6;220;452;39;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125204150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874223473450244;test;1.39221872166667;6;220;452;39;50;175;continuous
horse_colic;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904367469879518;train;0.856631183333333;3;22;116;5;22;258;binomial
horse_colic;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085349_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.839359504132231;test;0.856631183333333;3;22;116;5;22;258;binomial
561_cpu;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124190148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.129090188430358;train;1.78710863;13;280;586;7;7;147;continuous
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556_analcatdata_apnea2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125181924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.23127112528641;train;0.106999373333333;3;15;120;3;3;333;continuous
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628_fri_c3_1000_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205798763478497;train;0.945925155;3;160;326;5;5;700;continuous
628_fri_c3_1000_5;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309713443068928;test;0.945925155;3;160;326;5;5;700;continuous
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.594608744082428;train;3.28126144833333;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.547755051900989;test;3.28126144833333;20;500;1040;1;1;849;binomial
backache;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911460895228726;train;3.66784233333333;20;484;1008;21;31;126;binomial
backache;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125191901_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802083333333333;test;3.66784233333333;20;484;1008;21;31;126;binomial
519_vinnie;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.465666660285808;train;0.5688866;3;160;326;1;2;266;continuous
519_vinnie;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485190262946722;test;0.5688866;3;160;326;1;2;266;continuous
analcatdata_creditscore;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.230343296666667;3;6;42;4;6;70;binomial
analcatdata_creditscore;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124171408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975155279503106;test;0.230343296666667;3;6;42;4;6;70;binomial
fars;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.813088882387805;train;30.706571645;12;21;440;2;21;70678;multinomial
fars;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124204255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82212098520045;test;30.706571645;12;21;440;2;21;70678;multinomial
shuttle;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126114547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.806674997193325;train;31.8709814416667;4;180;368;5;8;40600;multinomial
shuttle;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126114547_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814943302178518;test;31.8709814416667;4;180;368;5;8;40600;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124211103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999970427240394;train;3.08410653166667;3;160;326;21;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124211103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999897879009458;test;3.08410653166667;3;160;326;21;21;5040;multinomial
flags;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893369572885515;train;2.26725020666667;10;300;620;14;39;125;multinomial
flags;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.725100019805902;test;2.26725020666667;10;300;620;14;39;125;multinomial
1201_BNG_breastTumor;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916794122655335;train;9.24299128666667;9;248;514;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126093323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.918886776564098;test;9.24299128666667;9;248;514;9;9;81648;continuous
magic;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125203834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868235716461425;train;0.308575143316667;3;36;158;9;9;13314;binomial
magic;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125203834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859014354159985;test;0.308575143316667;3;36;158;9;9;13314;binomial
allhypo;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979959070247671;train;7.53382266666667;17;376;786;8;24;2639;multinomial
allhypo;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190221_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934247230736794;test;7.53382266666667;17;376;786;8;24;2639;multinomial
waveform_21;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963917128000357;train;2.81183506333333;7;240;494;21;21;3500;multinomial
waveform_21;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973277452735362;test;2.81183506333333;7;240;494;21;21;3500;multinomial
analcatdata_germangss;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722337712134685;train;0.113880851666667;9;5;96;1;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125083408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.736936852847471;test;0.113880851666667;9;5;96;1;5;280;multinomial
twonorm;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99794931425164;train;2.63380986;3;20;108;20;20;5180;binomial
twonorm;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191857_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998009822645329;test;2.63380986;3;20;108;20;20;5180;binomial
nikuradse_1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.041598444648178;train;0.554243116666667;3;160;326;2;2;254;continuous
nikuradse_1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124162857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0387543540406098;test;0.554243116666667;3;160;326;2;2;254;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124192325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486325290922006;train;1.58815583666667;8;228;472;35;50;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124192325_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48870517414366;test;1.58815583666667;8;228;472;35;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822892843157676;train;0.974535445;3;72;150;23;50;700;continuous
583_fri_c1_1000_50;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125172205_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831285364110795;test;0.974535445;3;72;150;23;50;700;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829841281790268;train;0.181232125;3;90;186;7;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125141408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822566616053382;test;0.181232125;3;90;186;7;25;350;continuous
207_autoPrice;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.369193322038695;train;0.809463333333333;10;18;374;9;9;112;continuous
207_autoPrice;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125165541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.353313503850452;test;0.809463333333333;10;18;374;9;9;112;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827880410727935;train;0.681912623333333;10;214;448;14;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802031053981734;test;0.681912623333333;10;214;448;14;50;700;continuous
prnn_synth;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918823529411765;train;0.530616595;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125194807_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.948571428571429;test;0.530616595;3;160;326;2;2;175;binomial
646_fri_c3_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.791392687543034;train;2.44215491833333;10;288;596;5;9;350;continuous
646_fri_c3_500_10;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826616389366877;test;2.44215491833333;10;288;596;5;9;350;continuous
churn;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85745977697688;train;11.7649512283333;20;15;558;10;15;3500;binomial
churn;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850121816168328;test;11.7649512283333;20;15;558;10;15;3500;binomial
new_thyroid;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999567861818979;train;0.664986653333333;3;160;326;5;5;151;multinomial
new_thyroid;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.664986653333333;3;160;326;5;5;151;multinomial
344_mv;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430084870074016;train;1.04869471333333;5;20;214;9;10;28538;continuous
344_mv;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433403198667927;test;1.04869471333333;5;20;214;9;10;28538;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512315031949089;train;1.06556153333333;14;125;648;9;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.528266017135872;test;1.06556153333333;14;125;648;9;25;350;continuous
mfeat_factors;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.977086164983333;3;66;138;70;136;1400;multinomial
mfeat_factors;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125094359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982302323583096;test;0.977086164983333;3;66;138;70;136;1400;multinomial
analcatdata_happiness;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.886813186813187;train;0.0836957916666667;9;3;60;2;3;42;multinomial
analcatdata_happiness;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.722222222222222;test;0.0836957916666667;9;3;60;2;3;42;multinomial
1030_ERA;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125100436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.747380424726436;train;1.05962332;5;200;410;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125100436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793570416338698;test;1.05962332;5;200;410;4;4;700;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815947061856703;train;0.483798685;10;50;460;5;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.726251538400406;test;0.483798685;10;50;460;5;10;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125181057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.515477298661331;train;2.49649880166667;13;296;618;31;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125181057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.513899858116913;test;2.49649880166667;13;296;618;31;50;175;continuous
1201_BNG_breastTumor;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914122675848654;train;1.00819568166667;6;45;292;9;9;81648;continuous
1201_BNG_breastTumor;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916491971017441;test;1.00819568166667;6;45;292;9;9;81648;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164045690017226;train;4.41429242666667;20;378;796;4;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104835_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357441512750779;test;4.41429242666667;20;378;796;4;24;350;continuous
dermatology;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999783346734566;train;0.793124445016667;3;160;326;25;25;257;multinomial
dermatology;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151900_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998561403508772;test;0.793124445016667;3;160;326;25;25;257;multinomial
spectf;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125124036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833638583638584;train;0.581371111666667;3;160;326;5;44;245;binomial
spectf;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125124036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.879340277777778;test;0.581371111666667;3;160;326;5;44;245;binomial
648_fri_c1_250_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.729399642251512;train;0.556402475;9;178;374;12;50;175;continuous
648_fri_c1_250_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875843735143644;test;0.556402475;9;178;374;12;50;175;continuous
colic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.890845992666318;train;0.707272981666667;3;160;326;5;22;258;binomial
colic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125083354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855027548209366;test;0.707272981666667;3;160;326;5;22;258;binomial
wine_quality_red;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.559750751050328;train;0.106909475;3;11;68;2;11;1120;multinomial
wine_quality_red;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.4848866665073;test;0.106909475;3;11;68;2;11;1120;multinomial
labor;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997150997150997;train;0.544741796666667;3;160;326;5;15;40;binomial
labor;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175653_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9;test;0.544741796666667;3;160;326;5;15;40;binomial
649_fri_c0_500_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.461326377028481;train;1.17162359833333;5;184;378;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124173908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470581679760461;test;1.17162359833333;5;184;378;5;5;350;continuous
diabetes;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.819268604039949;train;0.321582906666667;7;32;318;5;8;538;binomial
diabetes;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842064516129032;test;0.321582906666667;7;32;318;5;8;538;binomial
segmentation;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999372450837622;train;1.276967055;3;160;326;14;14;1617;multinomial
segmentation;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124183714_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997730355132789;test;1.276967055;3;160;326;14;14;1617;multinomial
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813392326208491;train;1.13867116166667;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80206241155418;test;1.13867116166667;3;160;326;5;5;700;continuous
german;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841927595300887;train;1.49918556833333;7;240;494;18;20;700;binomial
german;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.742161422708618;test;1.49918556833333;7;240;494;18;20;700;binomial
617_fri_c3_500_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827617528889272;train;0.109849911666667;3;25;156;4;5;350;continuous
617_fri_c3_500_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842571052824026;test;0.109849911666667;3;25;156;4;5;350;continuous
irish;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880964141064902;train;1.02581421166667;6;220;452;3;4;350;binomial
irish;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125082244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.870005473453749;test;1.02581421166667;6;220;452;3;4;350;binomial
letter;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980357092239642;train;1.843053695;3;16;94;16;16;14000;multinomial
letter;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124173521_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979709463804543;test;1.843053695;3;16;94;16;16;14000;multinomial
1089_USCrime;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.401812182359711;train;0.0744858266666667;3;4;32;2;2;33;continuous
1089_USCrime;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.57042637148917;test;0.0744858266666667;3;4;32;2;2;33;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819042912184805;train;0.168906531666667;3;85;176;13;25;700;continuous
592_fri_c4_1000_25;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174920_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824380042039309;test;0.168906531666667;3;85;176;13;25;700;continuous
1201_BNG_breastTumor;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.915365994496126;train;2.996127915;5;18;196;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914068706549238;test;2.996127915;5;18;196;9;9;81648;continuous
cloud;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.599837489343564;train;1.193247615;5;200;410;1;5;76;multinomial
cloud;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112158_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.434578924162258;test;1.193247615;5;200;410;1;5;76;multinomial
cars;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.530467798333333;3;160;326;1;7;275;multinomial
cars;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174625_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.530467798333333;3;160;326;1;7;275;multinomial
adult;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8962541890655;train;14.670305515;17;232;498;11;12;34190;binomial
adult;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124164509_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892462454698539;test;14.670305515;17;232;498;11;12;34190;binomial
magic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867219226156499;train;4.64027021833333;6;9;108;9;9;13314;binomial
magic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124163619_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.86267625161174;test;4.64027021833333;6;9;108;9;9;13314;binomial
mnist;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986284183786483;train;35.2595109366667;2;45;94;268;523;49000;multinomial
mnist;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983306793837407;test;35.2595109366667;2;45;94;268;523;49000;multinomial
titanic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801828641076302;train;1.61647769333333;7;224;462;3;7;1545;binomial
titanic;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125171125_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773906351924331;test;1.61647769333333;7;224;462;3;7;1545;binomial
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503230906307969;train;0.18177803;3;85;176;18;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.506609597756725;test;0.18177803;3;85;176;18;25;700;continuous
confidence;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939058441558442;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164611_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
225_puma8NH;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.763272689574219;train;0.352639796666667;3;16;112;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125173804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.753368795948289;test;0.352639796666667;3;16;112;2;8;5735;continuous
649_fri_c0_500_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474347150557857;train;1.22035124833333;5;200;410;5;5;350;continuous
649_fri_c0_500_5;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126111631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444760099111955;test;1.22035124833333;5;200;410;5;5;350;continuous
tokyo1;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968693704659428;train;1.11025799333333;3;21;116;9;21;672;binomial
tokyo1;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967751842751843;test;1.11025799333333;3;21;116;9;21;672;binomial
twonorm;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999508331822649;train;6.5835215;3;160;326;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165825_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99732718228016;test;6.5835215;3;160;326;20;20;5180;binomial
agaricus_lepiota;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.333186228333333;3;48;102;10;20;5702;binomial
agaricus_lepiota;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125085840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.333186228333333;3;48;102;10;20;5702;binomial
663_rabe_266;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.110086110850058;train;0.06761444;3;4;32;2;2;84;continuous
663_rabe_266;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126115045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.115824568908156;test;0.06761444;3;4;32;2;2;84;continuous
529_pollen;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452513060661264;train;0.649967791666667;7;8;124;4;4;2694;continuous
529_pollen;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125160551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.431897571361163;test;0.649967791666667;7;8;124;4;4;2694;continuous
analcatdata_germangss;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.769237675635559;train;2.09726586;11;320;662;1;5;280;multinomial
analcatdata_germangss;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124175638_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.678579819727455;test;2.09726586;11;320;662;1;5;280;multinomial
prnn_synth;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95350052246604;train;1.32942073166667;7;240;494;2;2;175;binomial
prnn_synth;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125175832_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934566145092461;test;1.32942073166667;7;240;494;2;2;175;binomial
colic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903054363834283;train;1.25718011166667;16;87;720;15;22;258;binomial
colic;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917298663777537;test;1.25718011166667;16;87;720;15;22;258;binomial
557_analcatdata_apnea1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257050379600572;train;0.09824135335;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124173303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332469863653682;test;0.09824135335;3;15;120;3;3;333;continuous
cleve;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979025950942055;train;3.86452923;20;500;1040;9;13;213;binomial
cleve;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905425584868093;test;3.86452923;20;500;1040;9;13;213;binomial
593_fri_c1_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232178158454565;train;1.75254683833333;6;220;452;4;10;700;continuous
593_fri_c1_1000_10;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336144887985387;test;1.75254683833333;6;220;452;4;10;700;continuous
heart_h;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937068699145123;train;1.513403955;8;12;196;12;12;206;binomial
heart_h;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152939_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.948209366391185;test;1.513403955;8;12;196;12;12;206;binomial
flags;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126092730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.825632174572233;train;6.172095755;7;40;306;34;40;125;multinomial
flags;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126092730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.743069584736251;test;6.172095755;7;40;306;34;40;125;multinomial
shuttle;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952796869176732;train;4.09727830333333;13;9;240;7;9;40600;multinomial
shuttle;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154632_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.95546735835844;test;4.09727830333333;13;9;240;7;9;40600;multinomial
1191_BNG_pbc;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125151459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794338419293826;train;2.462017215;3;80;176;18;18;700000;continuous
1191_BNG_pbc;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125151459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795522263486838;test;2.462017215;3;80;176;18;18;700000;continuous
nikuradse_2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126093309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.117017375261289;train;0.590700625;3;160;326;1;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126093309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.153837442001653;test;0.590700625;3;160;326;1;1;254;continuous
breast_cancer;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742080378250591;train;2.38481250166667;19;9;344;4;9;201;binomial
breast_cancer;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145331_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685;test;2.38481250166667;19;9;344;4;9;201;binomial
197_cpu_act;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126090340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.183661349271583;train;0.200896586666667;3;81;176;15;17;5735;continuous
197_cpu_act;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126090340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182135544719854;test;0.200896586666667;3;81;176;15;17;5735;continuous
agaricus_lepiota;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.97260409333333;3;20;70;20;20;5702;binomial
agaricus_lepiota;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.97260409333333;3;20;70;20;20;5702;binomial
612_fri_c1_1000_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263365328461228;train;0.687989190016667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368461304250783;test;0.687989190016667;3;160;326;5;5;700;continuous
pendigits;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999717061915811;train;7.65592542;3;160;326;14;16;7695;multinomial
pendigits;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170301_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999351510561768;test;7.65592542;3;160;326;14;16;7695;multinomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912459720730397;train;2.091755655;20;404;850;1;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125155245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.670833333333333;test;2.091755655;20;404;850;1;7;68;binomial
cloud;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643884537510656;train;0.0741899016666667;5;5;56;3;5;76;multinomial
cloud;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125082919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.429508377425044;test;0.0741899016666667;5;5;56;3;5;76;multinomial
529_pollen;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.436807116138049;train;0.249157565;8;20;342;4;4;2694;continuous
529_pollen;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.435411564635827;test;0.249157565;8;20;342;4;4;2694;continuous
churn;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866233019687626;train;0.245079516666667;3;59;166;9;15;3500;binomial
churn;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835581163047731;test;0.245079516666667;3;59;166;9;15;3500;binomial
titanic;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804175119617225;train;1.05788287333333;6;7;92;7;7;1545;binomial
titanic;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162157_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813600109288469;test;1.05788287333333;6;7;92;7;7;1545;binomial
690_visualizing_galaxy;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.282660371896508;train;1.05709171;5;200;410;2;3;227;continuous
690_visualizing_galaxy;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125121703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.303498909481356;test;1.05709171;5;200;410;2;3;227;continuous
Hill_Valley_without_noise;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0418154383333333;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126091721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0418154383333333;3;4;32;0;1;849;binomial
mnist;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992724612801068;train;56.933589745;2;45;94;621;656;49000;multinomial
mnist;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990604559986576;test;56.933589745;2;45;94;621;656;49000;multinomial
663_rabe_266;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.107142987385095;train;0.0491873449833333;3;4;32;2;2;84;continuous
663_rabe_266;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124165904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.119652770874297;test;0.0491873449833333;3;4;32;2;2;84;continuous
1196_BNG_pharynx;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125132935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.666976048536256;train;44.126855585;1;120;242;10;10;700000;continuous
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analcatdata_boxing2;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125171020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678300094966762;train;0.320624015;16;12;328;1;3;93;binomial
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breast_cancer_wisconsin;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994077743081727;train;0.17674149;3;74;166;9;22;399;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125163641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995135613207547;test;0.17674149;3;74;166;9;22;399;binomial
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coil2000;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.741673581805942;train;12.5957984033333;9;216;450;4;59;6876;binomial
coil2000;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.721410884568779;test;12.5957984033333;9;216;450;4;59;6876;binomial
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nikuradse_1;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.201290509060105;test;0.805645236666667;6;188;388;1;2;254;continuous
analcatdata_creditscore;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.248283638333333;3;112;230;6;6;70;binomial
analcatdata_creditscore;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124165244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990430622009569;test;0.248283638333333;3;112;230;6;6;70;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897959183673469;train;0.410854211666667;10;7;150;4;7;65;binomial
analcatdata_cyyoung9302;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104847_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972222222222222;test;0.410854211666667;10;7;150;4;7;65;binomial
breast_w;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995963059226898;train;0.673656985;5;8;88;7;8;490;binomial
breast_w;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995944849959448;test;0.673656985;5;8;88;7;8;490;binomial
clean1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.665465195;3;34;74;1;89;334;binomial
clean1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.665465195;3;34;74;1;89;334;binomial
mfeat_factors;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.12093991;3;66;138;117;135;1400;multinomial
mfeat_factors;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134028_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987857641046173;test;1.12093991;3;66;138;117;135;1400;multinomial
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658_fri_c3_250_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.899144724970121;test;1.27662276166667;6;220;452;21;24;175;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847512264699128;train;0.221318298333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124174947_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842743221248978;test;0.221318298333333;3;10;72;5;5;700;continuous
penguins;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0520192833333333;3;7;50;5;7;241;multinomial
penguins;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0520192833333333;3;7;50;5;7;241;multinomial
breast_cancer;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.77655765099069;train;1.17356471501667;6;220;452;7;9;201;binomial
breast_cancer;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.66264667535854;test;1.17356471501667;6;220;452;7;9;201;binomial
ann_thyroid;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999961333218748;train;2.92839881165;3;160;326;21;21;5040;multinomial
ann_thyroid;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125151842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999911338439233;test;2.92839881165;3;160;326;21;21;5040;multinomial
651_fri_c0_100_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.357393423359623;train;1.116129275;15;125;690;25;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829843271788802;test;1.116129275;15;125;690;25;25;70;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228597211845971;train;2.04384832833333;20;313;666;5;5;175;continuous
579_fri_c0_250_5;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.47845580807955;test;2.04384832833333;20;313;666;5;5;175;continuous
banana;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.550034925489833;train;0.0960787066666667;3;2;16;2;2;3710;binomial
banana;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210345_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.525623507741056;test;0.0960787066666667;3;2;16;2;2;3710;binomial
695_chatfield_4;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.376720843620405;train;0.287144375;6;50;292;9;10;165;continuous
695_chatfield_4;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126114445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.389930168377561;test;0.287144375;6;50;292;9;10;165;continuous
547_no2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.627320232096778;train;0.38830238;6;35;288;7;7;350;continuous
547_no2;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.650149946918286;test;0.38830238;6;35;288;7;7;350;continuous
cars;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126105833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.798220742932281;train;1.01244547;6;6;80;2;6;275;multinomial
cars;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126105833_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.778863826232247;test;1.01244547;6;6;80;2;6;275;multinomial
218_house_8L;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.512110613834206;train;1.10922253;16;40;712;8;8;15949;continuous
218_house_8L;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124182853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495823315292435;test;1.10922253;16;40;712;8;8;15949;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808110510717227;train;0.924792688333333;3;72;150;44;99;700;continuous
588_fri_c4_1000_100;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828234138711629;test;0.924792688333333;3;72;150;44;99;700;continuous
optdigits;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999838937590297;train;4.36620578166667;3;160;326;61;61;3934;multinomial
optdigits;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125114016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999536833212827;test;4.36620578166667;3;160;326;61;61;3934;multinomial
cars;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.675891966666667;3;160;326;1;6;275;multinomial
cars;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125151640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999217527386542;test;0.675891966666667;3;160;326;1;6;275;multinomial
prnn_crabs;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99979524979525;train;0.661986928333333;3;160;326;3;3;140;binomial
prnn_crabs;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125175423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973981900452489;test;0.661986928333333;3;160;326;3;3;140;binomial
labor;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998575498575499;train;0.516300398333333;8;15;218;3;15;40;binomial
labor;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124175653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.885714285714286;test;0.516300398333333;8;15;218;3;15;40;binomial
609_fri_c0_1000_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27899374629798;train;0.728304253333333;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125150522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.424378825236025;test;0.728304253333333;3;160;326;5;5;700;continuous
613_fri_c3_250_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772325083052794;train;0.617496923333333;6;10;132;3;5;175;continuous
613_fri_c3_250_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125115928_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863741323185367;test;0.617496923333333;6;10;132;3;5;175;continuous
pima;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805399393634688;train;1.10334661;7;192;398;3;8;538;binomial
pima;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125174728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82343193305162;test;1.10334661;7;192;398;3;8;538;binomial
505_tecator;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.133532547186529;train;0.652822055;3;160;326;6;18;168;continuous
505_tecator;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124172050_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.155115068766464;test;0.652822055;3;160;326;6;18;168;continuous
564_fried;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.352018652535801;train;19.4001746216667;3;160;326;10;10;28538;continuous
564_fried;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125115400_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360225897347589;test;19.4001746216667;3;160;326;10;10;28538;continuous
658_fri_c3_250_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251098996516793;train;2.73977709833333;11;320;662;8;24;175;continuous
658_fri_c3_250_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090753_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446922363193851;test;2.73977709833333;11;320;662;8;24;175;continuous
texture;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999953614865897;train;28.2642861816667;3;13;78;13;13;3850;multinomial
texture;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124210911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999914444554171;test;28.2642861816667;3;13;78;13;13;3850;multinomial
analcatdata_boxing2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.744449583718779;train;0.927695651666667;5;200;410;3;3;93;binomial
analcatdata_boxing2;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083436_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.522857142857143;test;0.927695651666667;5;200;410;3;3;93;binomial
movement_libras;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99203225807139;train;25.3962273616667;7;22;250;20;22;252;multinomial
movement_libras;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160558_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965120839100431;test;25.3962273616667;7;22;250;20;22;252;multinomial
mfeat_morphological;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916842474761238;train;0.0385179933333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91300271153889;test;0.0385179933333333;3;2;16;2;2;1400;multinomial
analcatdata_lawsuit;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994186046511628;train;0.241281783333333;7;16;220;2;4;185;binomial
analcatdata_lawsuit;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125182259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.241281783333333;7;16;220;2;4;185;binomial
665_sleuth_case2002;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.778297245563804;train;0.31544229;7;30;334;2;6;103;continuous
665_sleuth_case2002;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125151808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656132277256486;test;0.31544229;7;30;334;2;6;103;continuous
analcatdata_bankruptcy;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96875;train;0.504422475;3;144;294;3;3;35;binomial
analcatdata_bankruptcy;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925925925925926;test;0.504422475;3;144;294;3;3;35;binomial
heart_h;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.937766410912191;train;0.91984974;3;160;326;11;12;206;binomial
heart_h;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126110739_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887368421052632;test;0.91984974;3;160;326;11;12;206;binomial
contraceptive;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.862879598051314;train;2.40051807166667;7;240;494;7;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742989361533963;test;2.40051807166667;7;240;494;7;9;1032;multinomial
210_cloud;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217671283579914;train;1.619112815;8;260;536;4;5;76;continuous
210_cloud;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.354790062088294;test;1.619112815;8;260;536;4;5;76;continuous
credit_g;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.813831563480932;train;1.88699192;7;240;494;5;20;700;binomial
credit_g;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.748681361390262;test;1.88699192;7;240;494;5;20;700;binomial
537_houses;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.531548409658211;train;10.9958387166667;6;220;452;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.546105283264281;test;10.9958387166667;6;220;452;5;5;14448;continuous
diabetes;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819499638728324;train;0.974561545;6;188;388;4;8;538;binomial
diabetes;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123426_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845608339029392;test;0.974561545;6;188;388;4;8;538;binomial
192_vineyard;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.627445243244757;train;0.110811186666667;6;10;130;2;2;37;continuous
192_vineyard;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125101615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.558965977214168;test;0.110811186666667;6;10;130;2;2;37;continuous
analcatdata_boxing1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638521634615385;train;0.0940424316666667;3;3;24;1;3;84;binomial
analcatdata_boxing1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.588461538461539;test;0.0940424316666667;3;3;24;1;3;84;binomial
635_fri_c0_250_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.54158198536126;train;0.434146616666667;9;50;418;10;10;175;continuous
635_fri_c0_250_10;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126105507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452239943118022;test;0.434146616666667;9;50;418;10;10;175;continuous
631_fri_c1_500_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290055186942334;train;2.54520144166667;16;366;764;4;5;350;continuous
631_fri_c1_500_5;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125185727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.394422781552685;test;2.54520144166667;16;366;764;4;5;350;continuous
529_pollen;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446588870679212;train;0.110091993333333;3;20;150;4;4;2694;continuous
529_pollen;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121715_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.438054261760505;test;0.110091993333333;3;20;150;4;4;2694;continuous
shuttle;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.683839240069038;train;51.4011155216667;1;8;24;4;8;40600;multinomial
shuttle;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124160100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.720687911939499;test;51.4011155216667;1;8;24;4;8;40600;multinomial
analcatdata_creditscore;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.11337467;3;24;134;4;6;70;binomial
analcatdata_creditscore;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.980861244019139;test;0.11337467;3;24;134;4;6;70;binomial
flags;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974796443268666;train;1.276063195;16;39;684;29;39;125;multinomial
flags;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.685291005291005;test;1.276063195;16;39;684;29;39;125;multinomial
churn;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125134129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981867227340064;train;10.67035731;16;340;712;12;15;3500;binomial
churn;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125134129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904149132521226;test;10.67035731;16;340;712;12;15;3500;binomial
magic;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850813685105302;train;1.37981065833333;13;36;572;8;9;13314;binomial
magic;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847763985014581;test;1.37981065833333;13;36;572;8;9;13314;binomial
627_fri_c2_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.200351780870043;train;3.157857845;14;376;780;5;10;350;continuous
627_fri_c2_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126102126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360401959373343;test;3.157857845;14;376;780;5;10;350;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.72412649051357;train;0.618739865;3;72;150;27;50;175;continuous
648_fri_c1_250_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125143300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83790878671476;test;0.618739865;3;72;150;27;50;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82419243111677;train;1.47586291333333;6;220;452;9;10;175;continuous
615_fri_c4_250_10;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115645_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.74837871514912;test;1.47586291333333;6;220;452;9;10;175;continuous
waveform_40;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970407829436419;train;1.94301821666667;3;160;326;40;40;3500;multinomial
waveform_40;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973957673144395;test;1.94301821666667;3;160;326;40;40;3500;multinomial
ann_thyroid;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999957496155858;train;2.74814955;3;160;326;20;20;5040;multinomial
ann_thyroid;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999926572982234;test;2.74814955;3;160;326;20;20;5040;multinomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983647798742138;train;1.05518614666667;5;200;410;6;7;68;binomial
analcatdata_cyyoung8092;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.916666666666667;test;1.05518614666667;5;200;410;6;7;68;binomial
mfeat_morphological;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945789581447897;train;2.07775115833333;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125185647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938633219411949;test;2.07775115833333;3;160;326;3;3;1400;multinomial
prnn_synth;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126110249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939263322884013;train;0.17473193;10;8;176;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126110249_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93172119487909;test;0.17473193;10;8;176;2;2;175;binomial
195_auto_price;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124164152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183345884188508;train;2.03845547666667;11;320;662;4;10;112;continuous
195_auto_price;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124164152_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339113045210835;test;2.03845547666667;11;320;662;4;10;112;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126104913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0965935393659274;train;0.543951233333333;3;160;326;4;4;227;continuous
690_visualizing_galaxy;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126104913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.143626951146828;test;0.543951233333333;3;160;326;4;4;227;continuous
207_autoPrice;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.370480445642533;train;0.630933688333333;12;50;554;4;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126095259_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.531720715873555;test;0.630933688333333;12;50;554;4;10;112;continuous
574_house_16H;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488980230298574;train;0.74032324;8;75;386;15;15;15949;continuous
574_house_16H;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126110755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503694345311204;test;0.74032324;8;75;386;15;15;15949;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26173869282119;train;2.955558285;16;420;872;4;24;175;continuous
644_fri_c4_250_25;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125170624_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375422361529164;test;2.955558285;16;420;872;4;24;175;continuous
breast_w;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125093743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991741783258678;train;0.95895288;3;160;326;8;8;490;binomial
breast_w;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125093743_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991686942416869;test;0.95895288;3;160;326;8;8;490;binomial
phoneme;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.813514767280037;train;0.451910073316667;3;5;36;5;5;3783;binomial
phoneme;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125092941_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.816004800147697;test;0.451910073316667;3;5;36;5;5;3783;binomial
allrep;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.92879356706965;train;1.33727061166667;14;24;598;4;24;2641;multinomial
allrep;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952629783532245;test;1.33727061166667;14;24;598;4;24;2641;multinomial
sonar;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125154727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910714285714286;train;1.43464418333333;5;59;222;19;60;146;binomial
sonar;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125154727_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.855026455026455;test;1.43464418333333;5;59;222;19;60;146;binomial
analcatdata_lawsuit;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999607843137255;train;0.160406913333333;3;4;30;3;4;185;binomial
analcatdata_lawsuit;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195759_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986666666666667;test;0.160406913333333;3;4;30;3;4;185;binomial
651_fri_c0_100_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.619408180633963;train;0.544571818333333;3;50;150;12;25;70;continuous
651_fri_c0_100_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792733958764835;test;0.544571818333333;3;50;150;12;25;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81039464499159;train;0.634519623333333;7;18;270;2;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124160422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865056605646736;test;0.634519623333333;7;18;270;2;9;70;continuous
597_fri_c2_500_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212851557941308;train;2.83026819666667;14;380;788;5;5;350;continuous
597_fri_c2_500_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126112330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315994629976792;test;2.83026819666667;14;380;788;5;5;350;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.593725571483134;train;31.1633749633333;6;220;452;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125132701_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.598970247357401;test;31.1633749633333;6;220;452;8;9;21773;continuous
561_cpu;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125100403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.160654945356104;train;0.814868293333333;13;14;378;6;7;147;continuous
561_cpu;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125100403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.177489760008456;test;0.814868293333333;13;14;378;6;7;147;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47319923462877;train;1.72848776166667;8;244;504;5;5;350;continuous
649_fri_c0_500_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.433925544472875;test;1.72848776166667;8;244;504;5;5;350;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34061628047325;train;4.37407825;20;500;1040;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125105329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299700434838241;test;4.37407825;20;500;1040;3;3;333;continuous
690_visualizing_galaxy;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.300720737845295;train;0.113366788333333;3;20;144;4;4;227;continuous
690_visualizing_galaxy;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.328427710672128;test;0.113366788333333;3;20;144;4;4;227;continuous
622_fri_c2_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173882452512401;train;4.15298621666667;16;367;766;10;50;700;continuous
622_fri_c2_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318213666481179;test;4.15298621666667;16;367;766;10;50;700;continuous
heart_c;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939299680056879;train;1.18485150833333;6;13;146;13;13;213;binomial
heart_c;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911896465903435;test;1.18485150833333;6;13;146;13;13;213;binomial
547_no2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420060257602336;train;0.693642793333333;3;160;326;7;7;350;continuous
547_no2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.643771179202075;test;0.693642793333333;3;160;326;7;7;350;continuous
573_cpu_act;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112624_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.331549818393209;train;0.967510595;3;31;128;1;17;5735;continuous
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712_chscase_geyser1;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173613_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50466389663098;test;0.834961311666667;5;184;378;2;2;156;continuous
1089_USCrime;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.366910588741606;train;0.623978111666667;3;160;326;5;6;33;continuous
1089_USCrime;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124145530_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507168241350809;test;0.623978111666667;3;160;326;5;6;33;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867187837546602;train;2.59035975833333;13;344;714;25;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125123153_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827607619467078;test;2.59035975833333;13;344;714;25;25;700;continuous
529_pollen;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.443473449940688;train;1.48902142833333;5;200;410;4;4;2694;continuous
529_pollen;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.419678066508285;test;1.48902142833333;5;200;410;4;4;2694;continuous
breast_w;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126105641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.690489955;8;36;368;8;9;490;binomial
breast_w;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126105641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985635576544668;test;0.690489955;8;36;368;8;9;490;binomial
562_cpu_small;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.193194506119336;train;9.16279865166667;5;200;410;10;12;5735;continuous
562_cpu_small;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126084545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.219445879189699;test;9.16279865166667;5;200;410;10;12;5735;continuous
german;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.809832317073171;train;3.36907749333333;11;20;352;17;20;700;binomial
german;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125161742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.779995819397993;test;3.36907749333333;11;20;352;17;20;700;binomial
auto;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125082522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90464286412799;train;5.28798462833333;20;478;996;17;21;142;multinomial
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594_fri_c2_100_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860553372642885;train;0.30189446;5;10;116;1;5;70;continuous
594_fri_c2_100_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124212525_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.882048243127205;test;0.30189446;5;10;116;1;5;70;continuous
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.408488503467282;train;2.35866456333333;3;160;326;10;70;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202558_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.454893505425051;test;2.35866456333333;3;160;326;10;70;742;continuous
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591_fri_c1_100_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755546386745712;train;0.968948953333333;9;20;360;6;10;70;continuous
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vowel;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124182734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991572536830416;test;1.13709645;3;160;326;10;13;693;multinomial
spambase;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895736996973184;train;5.41554821;7;47;304;2;54;3221;binomial
spambase;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875530299233667;test;5.41554821;7;47;304;2;54;3221;binomial
analcatdata_cyyoung9302;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985207100591716;train;0.512426511666667;3;160;326;7;7;65;binomial
analcatdata_cyyoung9302;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125151242_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865079365079365;test;0.512426511666667;3;160;326;7;7;65;binomial
294_satellite_image;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444075227421203;train;2.23930660168333;6;204;420;24;24;4505;continuous
294_satellite_image;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125172326_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.45827803949716;test;2.23930660168333;6;204;420;24;24;4505;continuous
ecoli;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125095728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981408708754987;train;1.01048724666667;5;6;68;5;6;229;multinomial
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clean1;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.28442252;3;84;174;2;95;334;binomial
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207_autoPrice;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.41360921720939;train;0.585417995;3;24;150;12;12;112;continuous
207_autoPrice;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437151874256669;test;0.585417995;3;24;150;12;12;112;continuous
heart_c;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939566299324565;train;1.19498128166667;7;240;494;12;13;213;binomial
heart_c;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913887506222001;test;1.19498128166667;7;240;494;12;13;213;binomial
1030_ERA;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.706484391762374;train;0.733837648333333;3;160;326;4;4;700;continuous
1030_ERA;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.787353954818266;test;0.733837648333333;3;160;326;4;4;700;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782407033330503;train;0.648514413333333;6;20;252;3;10;70;continuous
591_fri_c1_100_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.0010855875592;test;0.648514413333333;6;20;252;3;10;70;continuous
iris;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997668997668998;train;0.0332565433333333;3;3;24;3;3;105;multinomial
iris;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0332565433333333;3;3;24;3;3;105;multinomial
dermatology;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9996875;train;0.870523421666667;3;160;326;24;25;257;multinomial
dermatology;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125161727_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997385620915033;test;0.870523421666667;3;160;326;24;25;257;multinomial
647_fri_c1_250_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.787294454423814;train;1.40541674833333;9;20;368;6;10;175;continuous
647_fri_c1_250_10;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891308728833132;test;1.40541674833333;9;20;368;6;10;175;continuous
542_pollution;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508795849864498;train;1.20768102833333;10;20;362;8;10;42;continuous
542_pollution;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170524_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.637829579578729;test;1.20768102833333;10;20;362;8;10;42;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.712704821867876;train;1.85319075666667;8;18;300;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125115425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.707040396350415;test;1.85319075666667;8;18;300;9;9;12248;continuous
analcatdata_lawsuit;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.226366875;3;4;30;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124145519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986486486486486;test;0.226366875;3;4;30;2;4;185;binomial
617_fri_c3_500_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819931460453984;train;0.12200853;3;25;156;5;5;350;continuous
617_fri_c3_500_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125161812_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866809130028178;test;0.12200853;3;25;156;5;5;350;continuous
609_fri_c0_1000_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47830883898809;train;0.938611216666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487273539624481;test;0.938611216666667;3;160;326;5;5;700;continuous
analcatdata_boxing1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638521634615385;train;0.19555899;7;12;160;1;3;84;binomial
analcatdata_boxing1;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.588461538461539;test;0.19555899;7;12;160;1;3;84;binomial
page_blocks;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963101204163973;train;0.315226253333333;7;8;120;7;8;3832;multinomial
page_blocks;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093156_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94901542171863;test;0.315226253333333;7;8;120;7;8;3832;multinomial
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.405599765207171;train;0.297388218333333;3;90;186;36;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124150501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.391254876324152;test;0.297388218333333;3;90;186;36;71;742;continuous
197_cpu_act;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321880133170723;train;2.6805464;7;36;308;4;18;5735;continuous
197_cpu_act;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172942_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.342886716842051;test;2.6805464;7;36;308;4;18;5735;continuous
593_fri_c1_1000_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166141852981465;train;3.09794037;11;297;616;8;10;700;continuous
593_fri_c1_1000_10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315408509385782;test;3.09794037;11;297;616;8;10;700;continuous
586_fri_c3_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815218918891311;train;1.152495445;14;125;638;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126084102_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78480381491638;test;1.152495445;14;125;638;5;25;700;continuous
letter;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978125996415199;train;3.30986151666667;5;16;144;15;16;14000;multinomial
letter;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977293196847257;test;3.30986151666667;5;16;144;15;16;14000;multinomial
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spambase;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183012_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975641911328605;test;1.22375183666667;3;160;326;55;55;3221;binomial
210_cloud;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192801820852598;train;1.43571143833333;6;220;452;2;5;76;continuous
210_cloud;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273482818823665;test;1.43571143833333;6;220;452;2;5;76;continuous
cleveland;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125104043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.618271180555556;train;1.92524490666667;6;220;452;1;13;213;multinomial
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analcatdata_japansolvent;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947058823529412;train;0.587544996666667;3;160;326;4;4;37;binomial
analcatdata_japansolvent;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.696428571428571;test;0.587544996666667;3;160;326;4;4;37;binomial
calendarDOW;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.933449391989133;train;1.15267338666667;3;160;326;10;14;280;multinomial
calendarDOW;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084713_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814629571577848;test;1.15267338666667;3;160;326;10;14;280;multinomial
561_cpu;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.160982678347953;train;1.84197261;20;292;624;7;7;147;continuous
561_cpu;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124154956_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.249005002171225;test;1.84197261;20;292;624;7;7;147;continuous
adult;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900346729747273;train;32.0330419783333;3;12;76;12;12;34190;binomial
adult;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124151429_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894311087914208;test;32.0330419783333;3;12;76;12;12;34190;binomial
593_fri_c1_1000_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808343774973069;train;0.849683458333333;7;20;292;6;10;700;continuous
593_fri_c1_1000_10;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125172320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852917306308948;test;0.849683458333333;7;20;292;6;10;700;continuous
nikuradse_1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.200646985363437;train;0.866821321666667;5;184;378;1;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125123320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.188276982391055;test;0.866821321666667;5;184;378;1;2;254;continuous
allhypo;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.84718734848187;train;1.53644181333333;17;24;720;15;24;2639;multinomial
allhypo;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112124_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.824456005090011;test;1.53644181333333;17;24;720;15;24;2639;multinomial
582_fri_c1_500_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797017950095971;train;4.41502864833333;15;50;654;6;25;350;continuous
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lupus;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.825514874141877;train;0.148957906666667;8;8;142;1;2;61;binomial
lupus;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124162221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.148957906666667;8;8;142;1;2;61;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.934666666666667;train;0.32972589;6;28;292;4;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126112041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891304347826087;test;0.32972589;6;28;292;4;7;65;binomial
schizo;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642116923744955;train;1.61183828166667;7;240;494;1;13;238;multinomial
schizo;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.728195649844637;test;1.61183828166667;7;240;494;1;13;238;multinomial
612_fri_c1_1000_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175299436318846;train;2.51479000166667;8;260;536;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126100114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.293600742884021;test;2.51479000166667;8;260;536;5;5;700;continuous
spectf;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.930315716030002;train;1.19459152333333;14;174;636;23;44;245;binomial
spectf;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124170217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787760416666667;test;1.19459152333333;14;174;636;23;44;245;binomial
horse_colic;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125160718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951174573929065;train;1.14770514833333;5;200;410;19;22;258;binomial
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589_fri_c2_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797128858416167;train;0.161753076666667;3;85;176;11;25;700;continuous
589_fri_c2_1000_25;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125154306_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847671236433208;test;0.161753076666667;3;85;176;11;25;700;continuous
665_sleuth_case2002;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868338234942758;train;0.96124949665;3;160;326;6;6;103;continuous
665_sleuth_case2002;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124160923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.868292208098081;test;0.96124949665;3;160;326;6;6;103;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792422959884224;train;2.24219941;10;268;556;18;99;700;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125173123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892804696520211;test;2.24219941;10;268;556;18;99;700;continuous
519_vinnie;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483881488720658;train;0.06778252;3;4;32;2;2;266;continuous
519_vinnie;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125165826_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452056973228131;test;0.06778252;3;4;32;2;2;266;continuous
201_pol;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.657935920605484;train;2.66188167833333;5;44;230;6;26;10500;continuous
201_pol;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124150238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.659562904347906;test;2.66188167833333;5;44;230;6;26;10500;continuous
612_fri_c1_1000_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205651683142716;train;0.847191866666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193737_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319897366223134;test;0.847191866666667;3;160;326;5;5;700;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474090043160265;train;2.07076663;10;252;524;15;50;350;continuous
650_fri_c0_500_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124211628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480405719884253;test;2.07076663;10;252;524;15;50;350;continuous
230_machine_cpu;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.218243114670656;train;1.55960493666667;6;220;452;6;6;147;continuous
230_machine_cpu;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125120101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.245963573863217;test;1.55960493666667;6;220;452;6;6;147;continuous
294_satellite_image;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452282208988022;train;0.373585925;5;115;260;24;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126084349_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.462241145720832;test;0.373585925;5;115;260;24;26;4505;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475398919434678;train;2.46646594668333;9;280;578;21;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.622506607133997;test;2.46646594668333;9;280;578;21;25;70;continuous
crx;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93392494573969;train;1.23925189;7;240;494;13;14;483;binomial
crx;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126115028_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904205607476636;test;1.23925189;7;240;494;13;14;483;binomial
227_cpu_small;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318909779791427;train;1.73184460833333;5;24;196;3;12;5735;continuous
227_cpu_small;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194930_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321600001721571;test;1.73184460833333;5;24;196;3;12;5735;continuous
magic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.854469730344141;train;5.204252325;7;234;482;8;9;13314;binomial
magic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124145045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.848578255662288;test;5.204252325;7;234;482;8;9;13314;binomial
banana;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.549404693384203;train;0.0810793966666667;3;8;64;2;2;3710;binomial
banana;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.537493597951344;test;0.0810793966666667;3;8;64;2;2;3710;binomial
666_rmftsa_ladata;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.443951515609548;train;1.45328750666667;7;240;494;5;10;356;continuous
666_rmftsa_ladata;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126090324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.651414202569793;test;1.45328750666667;7;240;494;5;10;356;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.542124261257633;train;0.673464271666667;3;72;150;37;50;175;continuous
603_fri_c0_250_50;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082418_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.436929930667556;test;0.673464271666667;3;72;150;37;50;175;continuous
movement_libras;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970336162566639;train;0.980995265;9;20;344;6;20;252;multinomial
movement_libras;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962293677788576;test;0.980995265;9;20;344;6;20;252;multinomial
582_fri_c1_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78955981654005;train;0.273772918333333;5;119;270;10;25;350;continuous
582_fri_c1_500_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125122907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.900393194570705;test;0.273772918333333;5;119;270;10;25;350;continuous
clean1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.118235455;3;36;78;1;86;334;binomial
clean1;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.118235455;3;36;78;1;86;334;binomial
biomed;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.955335968379447;train;0.513964193333333;9;32;410;5;8;147;binomial
biomed;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.964285714285714;test;0.513964193333333;9;32;410;5;8;147;binomial
collins;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997685232197595;train;8.70609811;3;20;108;2;20;340;multinomial
collins;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125140957_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994477992485239;test;8.70609811;3;20;108;2;20;340;multinomial
Hill_Valley_without_noise;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.353029688333333;3;112;230;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124181329_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.353029688333333;3;112;230;1;1;849;binomial
mfeat_fourier;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125192244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985141419602788;train;0.98658289;5;56;222;32;76;1400;multinomial
mfeat_fourier;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125192244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969409942001558;test;0.98658289;5;56;222;32;76;1400;multinomial
allrep;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937519667696138;train;31.2073657966667;5;24;140;4;24;2641;multinomial
allrep;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124195422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899563098235651;test;31.2073657966667;5;24;140;4;24;2641;multinomial
665_sleuth_case2002;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.687485103518385;train;0.460511568333333;11;30;502;2;6;103;continuous
665_sleuth_case2002;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125134537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785359712446915;test;0.460511568333333;11;30;502;2;6;103;continuous
saheart;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125194010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.783170376534221;train;3.80125291833333;20;500;1040;3;9;324;binomial
saheart;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125194010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.7221027479092;test;3.80125291833333;20;500;1040;3;9;324;binomial
ionosphere;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888184036249564;train;1.27828959;6;220;452;22;32;246;binomial
ionosphere;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124202955_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896687009590236;test;1.27828959;6;220;452;22;32;246;binomial
574_house_16H;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125142615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399631255173491;train;14.5760170183333;3;160;326;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125142615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402812792404242;test;14.5760170183333;3;160;326;15;15;15949;continuous
clean2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971493527334974;train;3.74000978666667;10;284;588;102;105;4619;binomial
clean2;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124193720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963430604186546;test;3.74000978666667;10;284;588;102;105;4619;binomial
analcatdata_germangss;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.708145368530577;train;0.52838955;3;5;36;1;5;280;multinomial
analcatdata_germangss;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709719110911987;test;0.52838955;3;5;36;1;5;280;multinomial
sonar;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954767267267267;train;1.20604128;6;220;452;47;60;146;binomial
sonar;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124161558_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.838918918918919;test;1.20604128;6;220;452;47;60;146;binomial
227_cpu_small;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.284617593118966;train;1.12723032666667;3;160;326;2;12;5735;continuous
227_cpu_small;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125143242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.304009926357825;test;1.12723032666667;3;160;326;2;12;5735;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.195176379171256;train;2.60823759666667;11;320;662;8;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082940_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397884646755464;test;2.60823759666667;11;320;662;8;10;175;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.467131684428721;train;1.88936247166667;9;259;536;5;5;70;continuous
624_fri_c0_100_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.55892594866245;test;1.88936247166667;9;259;536;5;5;70;continuous
712_chscase_geyser1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469247699033785;train;0.109407058333333;6;10;130;2;2;156;continuous
712_chscase_geyser1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173613_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.519495355293237;test;0.109407058333333;6;10;130;2;2;156;continuous
218_house_8L;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125150445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.507742521429452;train;0.222723991666667;3;40;166;8;8;15949;continuous
218_house_8L;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125150445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504393360422462;test;0.222723991666667;3;40;166;8;8;15949;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867467569944592;train;0.909116683333333;3;160;326;2;5;70;continuous
594_fri_c2_100_5;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125111244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883230503542029;test;0.909116683333333;3;160;326;2;5;70;continuous
631_fri_c1_500_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807109394683859;train;0.529119043333333;7;10;152;5;5;350;continuous
631_fri_c1_500_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125151803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874649047040681;test;0.529119043333333;7;10;152;5;5;350;continuous
shuttle;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.745671529859073;train;19.8817320433333;0;4;8;1;8;40600;multinomial
shuttle;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124210316_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742473531473199;test;19.8817320433333;0;4;8;1;8;40600;multinomial
597_fri_c2_500_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823538862224477;train;0.821805526683333;3;160;326;5;5;350;continuous
597_fri_c2_500_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844309218497976;test;0.821805526683333;3;160;326;5;5;350;continuous
confidence;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941309523809524;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
631_fri_c1_500_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802947385927926;train;0.291535395;7;25;324;5;5;350;continuous
631_fri_c1_500_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171509_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.87885640021448;test;0.291535395;7;25;324;5;5;350;continuous
spectf;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.926918170220521;train;1.75300149666667;19;176;846;23;44;245;binomial
spectf;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115721_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862745098039216;test;1.75300149666667;19;176;846;23;44;245;binomial
credit_a;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969434952193573;train;1.03588874333333;3;160;326;13;14;483;binomial
credit_a;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126111730_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934233365477338;test;1.03588874333333;3;160;326;13;14;483;binomial
bupa;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125114556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725626836100294;train;0.303208958333333;9;20;300;5;5;242;binomial
bupa;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125114556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.646453089244851;test;0.303208958333333;9;20;300;5;5;242;binomial
650_fri_c0_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125110525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.238482067585591;train;5.84930865333333;11;320;662;25;50;350;continuous
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230_machine_cpu;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.250649057668072;train;0.47636771;3;12;88;6;6;147;continuous
230_machine_cpu;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125133555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.333508072953832;test;0.47636771;3;12;88;6;6;147;continuous
spambase;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986553659913442;train;2.84859712333333;3;160;326;55;55;3221;binomial
spambase;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124154809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977442306282612;test;2.84859712333333;3;160;326;55;55;3221;binomial
582_fri_c1_500_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122622_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8104150194813;train;1.16559339333333;5;200;410;11;25;350;continuous
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579_fri_c0_250_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125191903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.516161354597177;test;0.35154631;9;25;408;5;5;175;continuous
503_wind;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.454317444397402;train;1.07663348166667;6;70;302;14;14;4602;continuous
503_wind;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.463987152164949;test;1.07663348166667;6;70;302;14;14;4602;continuous
620_fri_c1_1000_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.843867284853382;train;0.837960846666667;3;160;326;25;25;700;continuous
620_fri_c1_1000_25;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174751_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800758373833973;test;0.837960846666667;3;160;326;25;25;700;continuous
537_houses;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.645054924852829;train;2.06571865666667;3;160;326;5;5;14448;continuous
537_houses;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125085130_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.652655155477513;test;2.06571865666667;3;160;326;5;5;14448;continuous
ring;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.784083821116104;train;1.78508942166667;3;20;104;20;20;5180;binomial
ring;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125085212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763179432550405;test;1.78508942166667;3;20;104;20;20;5180;binomial
650_fri_c0_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481030327303093;train;1.71705450333333;5;200;410;16;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125163211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454776190130488;test;1.71705450333333;5;200;410;16;50;350;continuous
192_vineyard;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524209187172146;train;1.28692661166667;8;228;472;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125083243_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.560809214125317;test;1.28692661166667;8;228;472;1;1;37;continuous
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983660130718954;train;0.059261165;3;8;64;2;2;35;binomial
analcatdata_bankruptcy;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.910714285714286;test;0.059261165;3;8;64;2;2;35;binomial
analcatdata_creditscore;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999465811965812;train;0.361266051666667;5;6;70;3;6;70;binomial
analcatdata_creditscore;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.361266051666667;5;6;70;3;6;70;binomial
breast_cancer;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794822080291971;train;1.27059292;19;36;830;8;9;201;binomial
breast_cancer;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.578125;test;1.27059292;19;36;830;8;9;201;binomial
624_fri_c0_100_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.525647235125823;train;0.126030815;3;25;166;5;5;70;continuous
624_fri_c0_100_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539930042145777;test;0.126030815;3;25;166;5;5;70;continuous
527_analcatdata_election2000;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124183150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0846495190867213;train;0.910555458333333;3;160;326;1;1;47;continuous
527_analcatdata_election2000;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124183150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0823774622428338;test;0.910555458333333;3;160;326;1;1;47;continuous
colic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887146411733892;train;0.621965163333333;8;74;384;2;22;258;binomial
colic;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125152735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.828856749311295;test;0.621965163333333;8;74;384;2;22;258;binomial
allrep;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93680174291939;train;2.45779838333333;5;200;410;5;24;2641;multinomial
allrep;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125175114_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963506090619308;test;2.45779838333333;5;200;410;5;24;2641;multinomial
analcatdata_boxing2;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.747863247863248;train;0.0977777;3;3;24;1;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124170006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.585561497326203;test;0.0977777;3;3;24;1;3;93;binomial
analcatdata_authorship;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;5.33613259333333;3;60;138;70;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999958385351644;test;5.33613259333333;3;60;138;70;70;589;multinomial
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809556169649683;train;1.05622191835;5;50;230;19;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126083257_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829187829862708;test;1.05622191835;5;50;230;19;25;700;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125181015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811180186535679;train;3.70680778;20;416;872;3;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125181015_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.767352958429304;test;3.70680778;20;416;872;3;10;175;continuous
calendarDOW;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992155048812178;train;0.70657819;3;160;326;16;16;280;multinomial
calendarDOW;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173200_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83184321300888;test;0.70657819;3;160;326;16;16;280;multinomial
590_fri_c0_1000_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124192325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493943545386262;train;0.675617158333333;3;72;150;29;50;700;continuous
590_fri_c0_1000_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124192325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487522613094962;test;0.675617158333333;3;72;150;29;50;700;continuous
505_tecator;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0893075020549382;train;1.04245792166667;5;200;410;14;17;168;continuous
505_tecator;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125163357_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.115361231702083;test;1.04245792166667;5;200;410;14;17;168;continuous
561_cpu;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.145367583160807;train;1.16122785665;6;220;452;7;7;147;continuous
561_cpu;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163442_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.142367771106488;test;1.16122785665;6;220;452;7;7;147;continuous
584_fri_c4_500_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808251297184676;train;1.43897450833333;5;200;410;14;24;350;continuous
584_fri_c4_500_25;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201328_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793153884733187;test;1.43897450833333;5;200;410;14;24;350;continuous
547_no2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124175432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.619076527239074;train;0.439069618333333;8;35;374;7;7;350;continuous
547_no2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124175432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.673116401036546;test;0.439069618333333;8;35;374;7;7;350;continuous
595_fri_c0_1000_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.279802330373861;train;2.43592059833333;11;317;656;9;10;700;continuous
595_fri_c0_1000_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125134840_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.39447096160165;test;2.43592059833333;11;317;656;9;10;700;continuous
cars;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908155806182122;train;0.049374455;3;7;50;7;7;275;multinomial
cars;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125174625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769721895808852;test;0.049374455;3;7;50;7;7;275;multinomial
nikuradse_1;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.190901380443116;train;0.161624586666667;6;10;140;2;2;254;continuous
nikuradse_1;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.196846323784924;test;0.161624586666667;6;10;140;2;2;254;continuous
609_fri_c0_1000_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291951574896585;train;1.56293046833333;6;220;452;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125152120_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.405287602414637;test;1.56293046833333;6;220;452;5;5;700;continuous
1191_BNG_pbc;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78539854554835;train;2.00236485166667;3;85;176;15;18;700000;continuous
1191_BNG_pbc;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125155614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785083598154438;test;2.00236485166667;3;85;176;15;18;700000;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825020878906876;train;0.290924001666667;3;10;72;5;5;350;continuous
617_fri_c3_500_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859934550774529;test;0.290924001666667;3;10;72;5;5;350;continuous
624_fri_c0_100_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509247363634272;train;0.152485025;3;10;76;5;5;70;continuous
624_fri_c0_100_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.52396545029365;test;0.152485025;3;10;76;5;5;70;continuous
allrep;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968845463381083;train;6.23629297331667;20;430;900;5;24;2641;multinomial
allrep;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125817_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963878266977629;test;6.23629297331667;20;430;900;5;24;2641;multinomial
breast;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992041198501873;train;0.937312221666667;3;160;326;3;9;490;binomial
breast;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991139378125679;test;0.937312221666667;3;160;326;3;9;490;binomial
690_visualizing_galaxy;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.230469602945703;train;0.682432309983333;3;160;326;2;4;227;continuous
690_visualizing_galaxy;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.253341078994879;test;0.682432309983333;3;160;326;2;4;227;continuous
sonar;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.08205827333333;16;419;870;57;60;146;binomial
sonar;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.93015873015873;test;3.08205827333333;16;419;870;57;60;146;binomial
dis;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.780807573092067;train;2.08221872835;20;100;880;15;25;2641;binomial
dis;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164342_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.719466785820673;test;2.08221872835;20;100;880;15;25;2641;binomial
tae;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.69255810432281;train;0.269490275;5;4;46;3;4;106;multinomial
tae;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125195417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734814814814815;test;0.269490275;5;4;46;3;4;106;multinomial
heart_statlog;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.948028265329382;train;0.34533971;5;52;258;5;13;189;binomial
heart_statlog;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.839045287637699;test;0.34533971;5;52;258;5;13;189;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909333333333333;train;0.317496216666667;9;6;118;6;6;65;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124171034_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978260869565217;test;0.317496216666667;9;6;118;6;6;65;binomial
687_sleuth_ex1605;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.663798212241093;train;1.41172993;6;220;452;3;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185921_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52069819964291;test;1.41172993;6;220;452;3;5;44;continuous
584_fri_c4_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.246400594954363;train;0.753597428333333;3;160;326;5;25;350;continuous
584_fri_c4_500_25;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41327198059132;test;0.753597428333333;3;160;326;5;25;350;continuous
analcatdata_creditscore;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990384615384615;train;0.321082928333333;7;24;292;1;6;70;binomial
analcatdata_creditscore;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.321082928333333;7;24;292;1;6;70;binomial
confidence;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974444444444444;train;0.662368876666667;3;160;326;1;1;51;multinomial
confidence;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930555555555556;test;0.662368876666667;3;160;326;1;1;51;multinomial
segmentation;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99735161531964;train;0.181478218333333;3;14;92;5;14;1617;multinomial
segmentation;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125192955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997119123978347;test;0.181478218333333;3;14;92;5;14;1617;multinomial
210_cloud;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.221031856292089;train;0.264977221666667;5;10;112;3;5;76;continuous
210_cloud;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090806_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.289365551988569;test;0.264977221666667;5;10;112;3;5;76;continuous
612_fri_c1_1000_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124191514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.846901617572557;train;0.853687796666667;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124191514_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840676426507918;test;0.853687796666667;3;160;326;5;5;700;continuous
analcatdata_happiness;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860863095238095;train;0.659241826666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125110758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.654513888888889;test;0.659241826666667;3;160;326;1;3;42;multinomial
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124212451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.113350132035524;train;2.354936555;18;348;732;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124212451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.18352467893464;test;2.354936555;18;348;732;3;3;333;continuous
breast_cancer_wisconsin;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9960587409567;train;0.206442316666667;3;79;166;17;23;399;binomial
breast_cancer_wisconsin;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126084415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985054945054945;test;0.206442316666667;3;79;166;17;23;399;binomial
582_fri_c1_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22588731267713;train;1.72510493333333;6;220;452;5;25;350;continuous
582_fri_c1_500_25;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397058113903234;test;1.72510493333333;6;220;452;5;25;350;continuous
calendarDOW;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769940952268671;train;0.1324654;3;15;98;2;15;280;multinomial
calendarDOW;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124202112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708679070535265;test;0.1324654;3;15;98;2;15;280;multinomial
tokyo1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996434197741659;train;0.910504353333333;3;160;326;21;21;672;binomial
tokyo1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98060082030817;test;0.910504353333333;3;160;326;21;21;672;binomial
waveform_21;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966539367119914;train;0.418264043333333;7;21;244;18;21;3500;multinomial
waveform_21;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126114221_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.965306843785905;test;0.418264043333333;7;21;244;18;21;3500;multinomial
saheart;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125180921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.801539421676722;train;1.26181316166667;20;36;846;9;9;324;binomial
saheart;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125180921_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.766547192353644;test;1.26181316166667;20;36;846;9;9;324;binomial
allhypo;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124172804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984482979484861;train;9.71693148666667;17;392;818;18;24;2639;multinomial
allhypo;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124172804_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935765305002943;test;9.71693148666667;17;392;818;18;24;2639;multinomial
653_fri_c0_250_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.415177078173971;train;0.540522983333333;9;125;438;23;25;175;continuous
653_fri_c0_250_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508054018381312;test;0.540522983333333;9;125;438;23;25;175;continuous
cleve;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893220338983051;train;1.63746969666667;7;240;494;10;13;213;binomial
cleve;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126110615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.875804057397328;test;1.63746969666667;7;240;494;10;13;213;binomial
344_mv;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450230741558494;train;0.767520566666667;3;18;124;7;9;28538;continuous
344_mv;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458506779467521;test;0.767520566666667;3;18;124;7;9;28538;continuous
analcatdata_aids;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927631578947368;train;4.50768959333333;20;500;1040;2;3;35;binomial
analcatdata_aids;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126113346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.722222222222222;test;4.50768959333333;20;500;1040;2;3;35;binomial
analcatdata_happiness;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908482142857143;train;0.0330280383333333;3;3;24;2;3;42;multinomial
analcatdata_happiness;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.423611111111111;test;0.0330280383333333;3;3;24;2;3;42;multinomial
648_fri_c1_250_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263402837014698;train;1.36699213833333;6;220;452;6;50;175;continuous
648_fri_c1_250_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112045_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459161339527307;test;1.36699213833333;6;220;452;6;50;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800090314325696;train;0.789451065;3;160;326;5;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124163510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.802781820665991;test;0.789451065;3;160;326;5;5;175;continuous
663_rabe_266;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134589583817128;train;1.08670569333333;5;184;378;2;2;84;continuous
663_rabe_266;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124212705_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.118800877590899;test;1.08670569333333;5;184;378;2;2;84;continuous
prnn_synth;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125124811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962829892866475;train;0.717860198333333;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125124811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929131054131054;test;0.717860198333333;3;160;326;2;2;175;binomial
599_fri_c2_1000_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803015360736952;train;0.331702744983333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828865959107979;test;0.331702744983333;3;10;72;5;5;700;continuous
allrep;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9677174291939;train;4.96113578;20;484;1008;7;24;2641;multinomial
allrep;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125191352_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946233787863456;test;4.96113578;20;484;1008;7;24;2641;multinomial
344_mv;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452451125157878;train;1.98944198666667;7;18;266;9;9;28538;continuous
344_mv;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125173853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453562653675458;test;1.98944198666667;7;18;266;9;9;28538;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829692019330882;train;0.958825805;6;20;248;6;10;700;continuous
593_fri_c1_1000_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125150147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815997024177214;test;0.958825805;6;20;248;6;10;700;continuous
ionosphere;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986396011396011;train;0.890558906666667;3;160;326;32;32;246;binomial
ionosphere;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125145951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962761674718196;test;0.890558906666667;3;160;326;32;32;246;binomial
645_fri_c3_500_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76961822224253;train;0.227272773333333;3;90;186;10;50;350;continuous
645_fri_c3_500_50;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125103940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.855990381457443;test;0.227272773333333;3;90;186;10;50;350;continuous
651_fri_c0_100_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125192609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.414443308123337;train;1.597112305;6;220;452;25;25;70;continuous
651_fri_c0_100_25;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125192609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.640427793252247;test;1.597112305;6;220;452;25;25;70;continuous
tae;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.854017216642755;train;1.81173406333333;10;300;620;4;5;106;multinomial
tae;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172142_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.642530568846358;test;1.81173406333333;10;300;620;4;5;106;multinomial
653_fri_c0_250_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126105657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418815873960255;train;1.04789935833333;5;200;410;11;25;175;continuous
653_fri_c0_250_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126105657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.589919581508091;test;1.04789935833333;5;200;410;11;25;175;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.398067252761453;train;0.061896115;3;10;74;1;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124201218_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423887501215109;test;0.061896115;3;10;74;1;2;35;continuous
537_houses;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.470925977706953;train;28.41182317;11;272;566;4;5;14448;continuous
537_houses;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125120449_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.517487910788136;test;28.41182317;11;272;566;4;5;14448;continuous
satimage;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977925217472055;train;3.89076748833333;9;248;514;23;25;4505;multinomial
satimage;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977794089396169;test;3.89076748833333;9;248;514;23;25;4505;multinomial
breast_w;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989481662230109;train;0.941331938333333;3;160;326;8;8;490;binomial
breast_w;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99486301369863;test;0.941331938333333;3;160;326;8;8;490;binomial
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848519491985953;train;0.818875233333333;3;50;146;4;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831053897479132;test;0.818875233333333;3;50;146;4;25;700;continuous
611_fri_c3_100_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243260120329095;train;1.819865635;10;300;620;3;4;70;continuous
611_fri_c3_100_5;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.470212716731336;test;1.819865635;10;300;620;3;4;70;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866398463980035;train;0.452836585016667;3;50;146;20;25;700;continuous
620_fri_c1_1000_25;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804471116669112;test;0.452836585016667;3;50;146;20;25;700;continuous
561_cpu;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124190148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.151225577290099;train;0.519939775;10;35;460;6;7;147;continuous
561_cpu;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124190148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.17463999346804;test;0.519939775;10;35;460;6;7;147;continuous
615_fri_c4_250_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.241335317306357;train;2.34656041;13;355;736;3;9;175;continuous
615_fri_c4_250_10;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.481923839410395;test;2.34656041;13;355;736;3;9;175;continuous
690_visualizing_galaxy;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125145128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.312235492750181;train;0.102951271666667;3;20;114;3;4;227;continuous
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637_fri_c1_500_50;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125203550_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.863046633827934;train;0.491061485;3;72;150;18;50;350;continuous
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294_satellite_image;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466130164080779;train;2.05779068333333;6;220;452;24;25;4505;continuous
294_satellite_image;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124152020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.436086203336989;test;2.05779068333333;6;220;452;24;25;4505;continuous
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calendarDOW;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986080816730841;train;2.19488982166667;11;320;662;12;13;280;multinomial
calendarDOW;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135327_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888137915759988;test;2.19488982166667;11;320;662;12;13;280;multinomial
glass;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.86750297521606;train;2.710020865;17;440;914;8;9;144;multinomial
glass;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124203008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80236507936508;test;2.710020865;17;440;914;8;9;144;multinomial
spectf;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885923600209314;train;0.636508486666667;3;160;326;44;44;245;binomial
spectf;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125174759_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842881944444445;test;0.636508486666667;3;160;326;44;44;245;binomial
new_thyroid;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999721293199554;train;0.742847676666667;3;160;326;5;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994824016563147;test;0.742847676666667;3;160;326;5;5;151;multinomial
706_sleuth_case1202;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.570917763553965;train;0.23390824;3;12;84;1;6;66;continuous
706_sleuth_case1202;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126085328_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.690593798491015;test;0.23390824;3;12;84;1;6;66;continuous
haberman;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.692878028404344;train;0.189644728333333;5;3;36;3;3;215;binomial
haberman;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124185311_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.767884322678843;test;0.189644728333333;5;3;36;3;3;215;binomial
appendicitis;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.832552693208431;train;1.73905062833333;20;291;622;4;4;75;binomial
appendicitis;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904761904761905;test;1.73905062833333;20;291;622;4;4;75;binomial
pima;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.836085471110046;train;0.942802841666667;8;8;132;4;8;538;binomial
pima;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204133_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.79478516978517;test;0.942802841666667;8;8;132;4;8;538;binomial
hungarian;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.877310924369748;train;0.649938086666667;3;160;326;2;12;206;binomial
hungarian;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145039_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872061965811966;test;0.649938086666667;3;160;326;2;12;206;binomial
663_rabe_266;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.155993596449546;train;0.797479433333333;3;160;326;2;2;84;continuous
663_rabe_266;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.124148317378433;test;0.797479433333333;3;160;326;2;2;84;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834271141624724;train;0.20883861;3;90;186;5;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125193507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.797664338348349;test;0.20883861;3;90;186;5;50;350;continuous
650_fri_c0_500_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46707601417205;train;0.389501618333333;5;130;270;16;50;350;continuous
650_fri_c0_500_50;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124202313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494335579913467;test;0.389501618333333;5;130;270;16;50;350;continuous
breast;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992017045454545;train;0.618141991666667;3;160;326;3;9;490;binomial
breast;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987702546296296;test;0.618141991666667;3;160;326;3;9;490;binomial
503_wind;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.481840206805587;train;2.24114879666667;15;272;574;13;14;4602;continuous
503_wind;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.496530784950445;test;2.24114879666667;15;272;574;13;14;4602;continuous
analcatdata_lawsuit;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.10232742;3;4;30;3;4;185;binomial
analcatdata_lawsuit;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694805194805195;test;0.10232742;3;4;30;3;4;185;binomial
dis;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.819567071870335;train;2.00590959;20;100;880;25;25;2641;binomial
dis;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643331420608247;test;2.00590959;20;100;880;25;25;2641;binomial
heart_h;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.932124832629519;train;2.11850799;9;12;226;10;12;206;binomial
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analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.951183431952663;train;0.540732383333333;3;160;326;5;6;65;binomial
analcatdata_cyyoung9302;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.753968253968254;test;0.540732383333333;3;160;326;5;6;65;binomial
1089_USCrime;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492850737462117;train;0.329637001666667;10;8;172;2;4;33;continuous
1089_USCrime;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125110025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.3831698399344;test;0.329637001666667;10;8;172;2;4;33;continuous
buggyCrx;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971210391587104;train;1.18312155;5;200;410;9;13;483;binomial
buggyCrx;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115628_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912767379679144;test;1.18312155;5;200;410;9;13;483;binomial
611_fri_c3_100_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.236110950888028;train;0.943785856666667;5;200;410;4;4;70;continuous
611_fri_c3_100_5;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125121114_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.845556985067177;test;0.943785856666667;5;200;410;4;4;70;continuous
228_elusage;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.33710118249902;train;0.635777693333333;3;160;326;1;1;39;continuous
228_elusage;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.540565802953555;test;0.635777693333333;3;160;326;1;1;39;continuous
666_rmftsa_ladata;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.604556729748596;train;0.742094896666667;3;160;326;5;10;356;continuous
666_rmftsa_ladata;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125152454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.576799691984289;test;0.742094896666667;3;160;326;5;10;356;continuous
ionosphere;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126082559_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950498575498576;train;6.50316134;12;32;486;30;32;246;binomial
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titanic;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125171950_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.816125695298945;train;2.02536703833333;7;240;494;6;7;1545;binomial
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appendicitis;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125110541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.656666666666667;test;0.27194922;9;4;78;3;4;75;binomial
617_fri_c3_500_5;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829879236765793;train;0.122576360016667;3;25;156;5;5;350;continuous
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analcatdata_bankruptcy;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124145744_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964285714285714;test;0.555149668333333;3;160;326;4;4;35;binomial
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613_fri_c3_250_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124163510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823825828915065;test;0.444739235;5;10;112;4;5;175;continuous
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titanic;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111938_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821845399351515;train;1.87297782;8;244;504;7;7;1545;binomial
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analcatdata_happiness;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085918_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.698229548229548;train;1.51197995831667;9;272;562;1;3;42;multinomial
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hypothyroid;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145525_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925315664402632;train;0.248007271666667;3;73;166;11;20;2215;binomial
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ecoli;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976841987093852;train;0.877102065;6;5;66;4;5;229;multinomial
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1096_FacultySalaries;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.404955762580365;train;0.0800392766666667;3;4;32;2;2;35;continuous
1096_FacultySalaries;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124170228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.418607721599514;test;0.0800392766666667;3;4;32;2;2;35;continuous
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heart_c;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125125752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894774262353359;train;0.988927926666667;6;220;452;9;13;213;binomial
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586_fri_c3_1000_25;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126114750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818307515484363;train;0.18072022;3;85;176;3;25;700;continuous
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1201_BNG_breastTumor;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915418956752359;train;14.520612155;7;240;494;7;9;81648;continuous
1201_BNG_breastTumor;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125115244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916181251588798;test;14.520612155;7;240;494;7;9;81648;continuous
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561_cpu;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.18777570948922;train;1.17994441666667;7;235;484;4;7;147;continuous
561_cpu;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125122808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.168483201330445;test;1.17994441666667;7;235;484;4;7;147;continuous
621_fri_c0_100_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508187145811814;train;0.42492764;8;50;386;6;10;70;continuous
621_fri_c0_100_10;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124195355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.534172816261931;test;0.42492764;8;50;386;6;10;70;continuous
sonar;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941971830985915;train;4.84579595333333;8;60;348;37;60;146;binomial
sonar;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905982905982906;test;4.84579595333333;8;60;348;37;60;146;binomial
611_fri_c3_100_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.773065737705611;train;0.869906811666667;3;160;326;3;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082440_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.02092721964908;test;0.869906811666667;3;160;326;3;4;70;continuous
nikuradse_1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0250073325054445;train;0.531036723333333;3;160;326;2;2;254;continuous
nikuradse_1;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.04641159759926;test;0.531036723333333;3;160;326;2;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.192282000467086;train;0.907469188333333;3;160;326;1;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124184658_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.197587937804119;test;0.907469188333333;3;160;326;1;2;254;continuous
analcatdata_asbestos;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125101815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829254079254079;train;0.488438315;18;12;442;2;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125101815_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93006993006993;test;0.488438315;18;12;442;2;3;59;binomial
confidence;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942328042328042;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951111111111111;test;;-Inf;-Inf;;1;1;51;multinomial
colic;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853621053979638;train;1.18145999666667;6;220;452;12;22;258;binomial
colic;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898880462260744;test;1.18145999666667;6;220;452;12;22;258;binomial
634_fri_c2_100_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.758625876272317;train;0.698623328333333;3;160;326;7;10;70;continuous
634_fri_c2_100_10;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115255_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777096191993503;test;0.698623328333333;3;160;326;7;10;70;continuous
contraceptive;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740686480602909;train;0.155236978333333;6;9;116;8;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125204852_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.704710755078676;test;0.155236978333333;6;9;116;8;9;1032;multinomial
mfeat_karhunen;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9995364731572;train;3.14224395666667;3;160;326;61;64;1400;multinomial
mfeat_karhunen;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124194419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997472569705144;test;3.14224395666667;3;160;326;61;64;1400;multinomial
522_pm10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.580750925657833;train;0.625848713333333;3;160;326;7;7;350;continuous
522_pm10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.737916596971309;test;0.625848713333333;3;160;326;7;7;350;continuous
227_cpu_small;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125110137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.199501894042801;train;2.87706085833333;5;24;230;12;12;5735;continuous
227_cpu_small;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125110137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.20323720287605;test;2.87706085833333;5;24;230;12;12;5735;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797707994260421;train;1.51369497;6;220;452;6;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125164354_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852362290229544;test;1.51369497;6;220;452;6;25;700;continuous
tokyo1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.660492147410978;train;2.46770357166667;8;21;314;14;21;672;binomial
tokyo1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.64763739085773;test;2.46770357166667;8;21;314;14;21;672;binomial
ring;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98260317279536;train;4.35547997166667;3;160;326;20;20;5180;binomial
ring;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125163441_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975963252968495;test;4.35547997166667;3;160;326;20;20;5180;binomial
cmc;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720189520034749;train;1.46283931001667;5;200;410;5;9;1032;multinomial
cmc;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125202224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.681969232914611;test;1.46283931001667;5;200;410;5;9;1032;multinomial
201_pol;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.498809710394123;train;0.299250186666667;3;85;176;25;25;10500;continuous
201_pol;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124213359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514022008835164;test;0.299250186666667;3;85;176;25;25;10500;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344091972419713;train;0.862268223333333;3;160;326;5;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126112438_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.500178338217489;test;0.862268223333333;3;160;326;5;25;350;continuous
654_fri_c0_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517587872286929;train;0.943726886666667;3;160;326;9;10;350;continuous
654_fri_c0_500_10;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173038_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.537620581928343;test;0.943726886666667;3;160;326;9;10;350;continuous
cars;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.752271998333333;3;160;326;1;7;275;multinomial
cars;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999217527386542;test;0.752271998333333;3;160;326;1;7;275;multinomial
allhyper;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921414574618837;train;3.30978031333333;6;204;420;21;25;2640;multinomial
allhyper;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124163344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.920162728283747;test;3.30978031333333;6;204;420;21;25;2640;multinomial
598_fri_c0_1000_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508303833244278;train;1.71117759833333;6;50;272;10;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093128_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.506650151228166;test;1.71117759833333;6;50;272;10;25;700;continuous
225_puma8NH;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.762772381693152;train;0.1344497;3;40;166;2;8;5735;continuous
225_puma8NH;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125173804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.752958578765938;test;0.1344497;3;40;166;2;8;5735;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.473484675761528;train;3.34176289166667;9;142;402;33;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124211356_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460748152562586;test;3.34176289166667;9;142;402;33;72;742;continuous
wine_quality_red;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922762839907223;train;6.46822922166667;20;500;1040;11;11;1120;multinomial
wine_quality_red;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124165234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758028462368268;test;6.46822922166667;20;500;1040;11;11;1120;multinomial
581_fri_c3_500_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838838551131997;train;0.191513583333333;3;90;186;5;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124173329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811077452367083;test;0.191513583333333;3;90;186;5;25;350;continuous
192_vineyard;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126094343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.623141759266126;train;0.07398403665;3;4;32;2;2;37;continuous
192_vineyard;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126094343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.504993572456652;test;0.07398403665;3;4;32;2;2;37;continuous
sonar;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124183408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816901408450704;train;0.796326166666667;11;148;510;6;60;146;binomial
sonar;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124183408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.771367521367521;test;0.796326166666667;11;148;510;6;60;146;binomial
profb;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.662131564312386;train;4.46443984666667;18;460;956;2;9;471;binomial
profb;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126084235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.707978723404255;test;4.46443984666667;18;460;956;2;9;471;binomial
mfeat_morphological;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915746401202821;train;0.722587786666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915576522929562;test;0.722587786666667;3;2;16;2;2;1400;multinomial
prnn_fglass;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891516368785276;train;0.434107215;15;9;278;4;9;144;multinomial
prnn_fglass;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864952380952381;test;0.434107215;15;9;278;4;9;144;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999404416622155;train;2.27803077998333;3;160;326;25;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125130626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99407496474798;test;2.27803077998333;3;160;326;25;64;1400;multinomial
cleve;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126094916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937876299945265;train;0.441399986666667;7;52;334;8;13;213;binomial
cleve;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126094916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877828054298643;test;0.441399986666667;7;52;334;8;13;213;binomial
687_sleuth_ex1605;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.681213523206375;train;0.581865198333333;3;160;326;5;5;44;continuous
687_sleuth_ex1605;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126111827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.608642372067801;test;0.581865198333333;3;160;326;5;5;44;continuous
584_fri_c4_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126091451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188946384494434;train;2.64220301833333;14;332;692;8;25;350;continuous
584_fri_c4_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126091451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311974901401126;test;2.64220301833333;14;332;692;8;25;350;continuous
505_tecator;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0806040798056567;train;0.162213841666667;3;87;186;18;19;168;continuous
505_tecator;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0830503114032826;test;0.162213841666667;3;87;186;18;19;168;continuous
credit_a;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912197878629804;train;0.604124401683333;3;14;86;10;14;483;binomial
credit_a;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914093391075127;test;0.604124401683333;3;14;86;10;14;483;binomial
cloud;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.513975155279503;train;2.10086769333333;14;365;758;1;6;76;multinomial
cloud;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.506481481481482;test;2.10086769333333;14;365;758;1;6;76;multinomial
allbp;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978149944263176;train;23.1734352233333;7;25;294;19;25;2641;multinomial
allbp;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974235241502683;test;23.1734352233333;7;25;294;19;25;2641;multinomial
wine_recognition;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999075820804512;train;0.345030969983333;3;13;88;9;13;125;multinomial
wine_recognition;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125130417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.345030969983333;3;13;88;9;13;125;multinomial
fars;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.874018308982279;train;31.751334555;2;140;284;10;21;70678;multinomial
fars;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.880743525669664;test;31.751334555;2;140;284;10;21;70678;multinomial
1191_BNG_pbc;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797779900386702;train;37.28643822665;2;140;284;12;18;700000;continuous
1191_BNG_pbc;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79879531990459;test;37.28643822665;2;140;284;12;18;700000;continuous
analcatdata_cyyoung8092;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.955961331901181;train;0.862829046666667;5;200;410;5;7;68;binomial
analcatdata_cyyoung8092;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155826_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.841666666666667;test;0.862829046666667;5;200;410;5;7;68;binomial
irish;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850914391730718;train;0.976675548333333;5;200;410;4;4;350;binomial
irish;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124155720_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88396700143472;test;0.976675548333333;5;200;410;4;4;350;binomial
593_fri_c1_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808844559921086;train;0.53289135;10;50;460;7;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856677973494015;test;0.53289135;10;50;460;7;10;700;continuous
yeast;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878196770624913;train;1.177289795;3;160;326;7;8;1036;multinomial
yeast;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125111111_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875979957370399;test;1.177289795;3;160;326;7;8;1036;multinomial
prnn_fglass;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792918283362728;train;1.29659360835;6;220;452;9;9;144;multinomial
prnn_fglass;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125104855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.666452922077922;test;1.29659360835;6;220;452;9;9;144;multinomial
vowel;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998850192970161;train;1.29398571;3;160;326;8;13;693;multinomial
vowel;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991514180827628;test;1.29398571;3;160;326;8;13;693;multinomial
562_cpu_small;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.316162612164306;train;0.258936425;5;60;260;3;12;5735;continuous
562_cpu_small;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.313994646092671;test;0.258936425;5;60;260;3;12;5735;continuous
auto;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995017309159186;train;1.18819400333333;5;200;410;16;20;142;multinomial
auto;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125191502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967044595616024;test;1.18819400333333;5;200;410;16;20;142;multinomial
sonar;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96078431372549;train;1.46297955;15;228;678;33;60;146;binomial
sonar;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879832810867294;test;1.46297955;15;228;678;33;60;146;binomial
mfeat_karhunen;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999297671997987;train;23.49875131;3;60;138;48;64;1400;multinomial
mfeat_karhunen;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997799463943454;test;23.49875131;3;60;138;48;64;1400;multinomial
611_fri_c3_100_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836669638758661;train;0.351418825;7;8;124;3;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126082315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793193729215771;test;0.351418825;7;8;124;3;4;70;continuous
665_sleuth_case2002;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778366492688131;train;0.990715918333333;3;160;326;2;6;103;continuous
665_sleuth_case2002;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.67926673304559;test;0.990715918333333;3;160;326;2;6;103;continuous
663_rabe_266;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.132677261078177;train;0.0996515466666667;3;4;32;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151959_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.123749927577761;test;0.0996515466666667;3;4;32;2;2;84;continuous
nikuradse_2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.128683058274713;train;0.53809991;3;160;326;1;1;254;continuous
nikuradse_2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124192236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168817520149715;test;0.53809991;3;160;326;1;1;254;continuous
599_fri_c2_1000_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792154161552189;train;0.230276833333333;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125838_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841407072497385;test;0.230276833333333;3;10;72;5;5;700;continuous
prnn_crabs;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983179487179487;train;0.606762963333333;3;160;326;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981142857142857;test;0.606762963333333;3;160;326;4;4;140;binomial
twonorm;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997850968052017;train;1.07372222166667;3;160;326;20;20;5180;binomial
twonorm;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125160231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997900532395439;test;1.07372222166667;3;160;326;20;20;5180;binomial
contraceptive;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.729428042089925;train;2.268977305;8;9;148;4;9;1032;multinomial
contraceptive;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125105441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694899469279445;test;2.268977305;8;9;148;4;9;1032;multinomial
581_fri_c3_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834953812354561;train;0.830529978333333;3;160;326;5;25;350;continuous
581_fri_c3_500_25;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840021911000994;test;0.830529978333333;3;160;326;5;25;350;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767327416367426;train;0.244034616666667;5;8;92;2;4;70;continuous
611_fri_c3_100_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125082440_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.09853971443437;test;0.244034616666667;5;8;92;2;4;70;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.460334421992989;train;0.233899121666667;3;10;72;5;5;350;continuous
649_fri_c0_500_5;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125125012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.434286848990915;test;0.233899121666667;3;10;72;5;5;350;continuous
218_house_8L;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460998339967983;train;2.08164951166667;3;160;326;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125110833_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459036447261765;test;2.08164951166667;3;160;326;8;8;15949;continuous
contraceptive;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787895778355176;train;2.18312872833333;7;240;494;4;9;1032;multinomial
contraceptive;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.729440890326573;test;2.18312872833333;7;240;494;4;9;1032;multinomial
651_fri_c0_100_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.507213698493414;train;0.737686941666667;3;160;326;10;25;70;continuous
651_fri_c0_100_25;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.993541701624223;test;0.737686941666667;3;160;326;10;25;70;continuous
573_cpu_act;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186147432077301;train;7.6310951;16;320;672;12;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125202622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213001892326089;test;7.6310951;16;320;672;12;17;5735;continuous
german;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.794788735146967;train;1.54611692;5;200;410;12;20;700;binomial
german;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125152323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.755722198996656;test;1.54611692;5;200;410;12;20;700;binomial
613_fri_c3_250_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768509171761947;train;1.22329655333333;5;200;410;4;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202345_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.888881624626905;test;1.22329655333333;5;200;410;4;4;175;continuous
vehicle;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824777798510557;train;6.18667746;15;13;380;6;13;593;multinomial
vehicle;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842604586463881;test;6.18667746;15;13;380;6;13;593;multinomial
breast;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988896769969446;train;0.753556628333333;3;160;326;8;9;490;binomial
breast;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125142726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994639478663023;test;0.753556628333333;3;160;326;8;9;490;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925;train;0.133413395;3;28;162;6;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96;test;0.133413395;3;28;162;6;7;68;binomial
624_fri_c0_100_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125210336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476601606048023;train;1.46569610333333;6;220;452;5;5;70;continuous
624_fri_c0_100_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125210336_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.587489811246498;test;1.46569610333333;6;220;452;5;5;70;continuous
prnn_synth;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.939346405228758;train;0.520381931666667;3;160;326;2;2;175;binomial
prnn_synth;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084033_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917142857142857;test;0.520381931666667;3;160;326;2;2;175;binomial
599_fri_c2_1000_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813429771973775;train;0.90475401165;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124202607_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817573988254119;test;0.90475401165;3;160;326;5;5;700;continuous
biomed;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957114624505929;train;0.98578346665;10;8;166;5;8;147;binomial
biomed;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.961904761904762;test;0.98578346665;10;8;166;5;8;147;binomial
banana;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982335834068844;train;1.65717416833333;3;160;326;2;2;3710;binomial
banana;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125141403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.960218504489338;test;1.65717416833333;3;160;326;2;2;3710;binomial
cmc;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124202956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.842545162521105;train;1.42428117833333;3;160;326;9;9;1032;multinomial
cmc;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124202956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.758246386715223;test;1.42428117833333;3;160;326;9;9;1032;multinomial
bupa;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643993963092543;train;0.653349785;14;5;146;4;5;242;binomial
bupa;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125180044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.753419452887538;test;0.653349785;14;5;146;4;5;242;binomial
allrep;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986564407609981;train;6.90069234168333;19;400;838;16;25;2641;multinomial
allrep;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939509247728426;test;6.90069234168333;19;400;838;16;25;2641;multinomial
mnist;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995136486236155;train;271.273555205;0;100;200;653;664;49000;multinomial
mnist;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160329_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994485556858604;test;271.273555205;0;100;200;653;664;49000;multinomial
595_fri_c0_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242232082692457;train;3.25441293833333;12;340;704;7;10;700;continuous
595_fri_c0_1000_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125100107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398937414463828;test;3.25441293833333;12;340;704;7;10;700;continuous
prnn_crabs;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.174928425;3;3;24;3;3;140;binomial
prnn_crabs;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995428571428571;test;0.174928425;3;3;24;3;3;140;binomial
coil2000;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699974510300072;train;45.5401728183333;1;25;52;2;59;6876;binomial
coil2000;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722248474317681;test;45.5401728183333;1;25;52;2;59;6876;binomial
cloud;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999458874458874;train;1.27834797333333;9;232;482;1;6;76;multinomial
cloud;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.933664021164021;test;1.27834797333333;9;232;482;1;6;76;multinomial
analcatdata_lawsuit;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996148459383754;train;0.571219208333333;3;144;294;2;4;185;binomial
analcatdata_lawsuit;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125163232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.571219208333333;3;144;294;2;4;185;binomial
penguins;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999964956546117;train;0.516433385;3;7;50;7;7;241;multinomial
penguins;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.516433385;3;7;50;7;7;241;multinomial
irish;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125132058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.768420355155049;train;0.152507196666667;3;4;30;1;4;350;binomial
irish;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125132058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835455523672884;test;0.152507196666667;3;4;30;1;4;350;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995865359130665;train;0.706705618333333;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125112801_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998614532019704;test;0.706705618333333;3;160;326;22;22;399;binomial
haberman;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.718295454545455;train;0.339141028316667;12;12;284;3;3;215;binomial
haberman;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125174029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.654733727810651;test;0.339141028316667;12;12;284;3;3;215;binomial
581_fri_c3_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80830223839342;train;0.187867661666667;3;90;186;12;25;350;continuous
581_fri_c3_500_25;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.88382283819216;test;0.187867661666667;3;90;186;12;25;350;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.224357500626424;train;2.25441748333333;15;317;664;6;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302517720964593;test;2.25441748333333;15;317;664;6;25;700;continuous
backache;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.771590909090909;train;1.94148863;9;274;566;8;31;126;binomial
backache;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125193458_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.538271604938272;test;1.94148863;9;274;566;8;31;126;binomial
620_fri_c1_1000_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.212446785437287;train;3.39894760833333;12;281;586;4;25;700;continuous
620_fri_c1_1000_25;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124174751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.31066092677908;test;3.39894760833333;12;281;586;4;25;700;continuous
waveform_21;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967789939464376;train;1.73100035833333;3;160;326;20;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125190447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.965371036941585;test;1.73100035833333;3;160;326;20;21;3500;multinomial
fars;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.861675512161215;train;36.6080349016667;0;5;10;10;21;70678;multinomial
fars;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125202658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.859998464961842;test;36.6080349016667;0;5;10;10;21;70678;multinomial
biomed;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979071220324865;train;1.05209505166667;5;200;410;2;8;147;binomial
biomed;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.857905982905983;test;1.05209505166667;5;200;410;2;8;147;binomial
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677272011136493;train;17.5507052516667;7;240;494;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.694579036246189;test;17.5507052516667;7;240;494;9;9;12248;continuous
clean2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977124877599861;train;0.541458738333333;3;80;166;109;110;4619;binomial
clean2;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968837854679303;test;0.541458738333333;3;80;166;109;110;4619;binomial
564_fried;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487985956416578;train;11.9547599016667;9;20;372;6;10;28538;continuous
564_fried;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124162124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489138772271546;test;11.9547599016667;9;20;372;6;10;28538;continuous
collins;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.33755172333333;3;160;326;10;20;340;multinomial
collins;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125091914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.33755172333333;3;160;326;10;20;340;multinomial
561_cpu;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.118894086261757;train;0.828980923333333;6;14;184;6;7;147;continuous
561_cpu;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124145809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.117482496409311;test;0.828980923333333;6;14;184;6;7;147;continuous
706_sleuth_case1202;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.678817377044943;train;1.86864741831667;8;260;536;4;6;66;continuous
706_sleuth_case1202;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126084252_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794976486965186;test;1.86864741831667;8;260;536;4;6;66;continuous
ring;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992275687261206;train;8.66133350331667;11;304;630;19;20;5180;binomial
ring;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173418_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98775747728064;test;8.66133350331667;11;304;630;19;20;5180;binomial
505_tecator;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0732804690338305;train;0.16336521;3;80;186;18;19;168;continuous
505_tecator;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191506_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0947409282100862;test;0.16336521;3;80;186;18;19;168;continuous
clean1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.179403436666667;3;52;110;1;92;334;binomial
clean1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125164254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.179403436666667;3;52;110;1;92;334;binomial
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809743508832404;train;1.417041895;7;20;292;9;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162408_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780583886060981;test;1.417041895;7;20;292;9;10;700;continuous
mfeat_morphological;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125131222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91756533343056;train;2.43572354333333;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125131222_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917596176825813;test;2.43572354333333;3;160;326;2;2;1400;multinomial
574_house_16H;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389312609592717;train;19.6499670433333;3;160;326;15;15;15949;continuous
574_house_16H;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.429023209848168;test;19.6499670433333;3;160;326;15;15;15949;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125181924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.276065285865681;train;0.926153726666667;3;160;326;2;3;333;continuous
556_analcatdata_apnea2;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125181924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.222948383338177;test;0.926153726666667;3;160;326;2;3;333;continuous
649_fri_c0_500_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.464094087585473;train;0.119205866666667;3;25;156;5;5;350;continuous
649_fri_c0_500_5;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125170535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447963994926043;test;0.119205866666667;3;25;156;5;5;350;continuous
titanic;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.805227751196172;train;0.749028495;12;32;536;8;8;1545;binomial
titanic;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124152606_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.814824350311577;test;0.749028495;12;32;536;8;8;1545;binomial
228_elusage;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.419763363105382;train;0.0318944783333333;3;5;40;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.353495976979251;test;0.0318944783333333;3;5;40;1;1;39;continuous
saheart;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.804327023091325;train;0.840890018333333;7;9;132;9;9;324;binomial
saheart;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124161307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.750059737156511;test;0.840890018333333;7;9;132;9;9;324;binomial
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.833772693230679;train;1.117867385;3;49;146;20;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114748_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830602436054242;test;1.117867385;3;49;146;20;25;700;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.176708316164223;train;0.0825241616666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126114329_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292835763911379;test;0.0825241616666667;3;15;120;3;3;333;continuous
auto;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842976490836903;train;0.71745925;16;20;478;3;20;142;multinomial
auto;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8348970143613;test;0.71745925;16;20;478;3;20;142;multinomial
628_fri_c3_1000_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2300544529451;train;2.72113452833333;9;280;578;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313850746370061;test;2.72113452833333;9;280;578;5;5;700;continuous
confidence;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957932098765432;train;0.692604411666667;3;160;326;1;1;51;multinomial
confidence;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082340_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961111111111111;test;0.692604411666667;3;160;326;1;1;51;multinomial
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glass2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124160534_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.813913043478261;test;1.01383261;6;220;452;5;9;115;binomial
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1201_BNG_breastTumor;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100246_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.919030122717843;test;2.55669559;3;18;124;8;9;81648;continuous
allrep;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126114934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931921786492375;train;0.236195466683333;3;24;130;5;24;2641;multinomial
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clean2;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124201831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974852537356014;train;0.496478753333333;3;80;166;103;107;4619;binomial
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615_fri_c4_250_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801773445328899;train;0.798676153333333;6;20;250;8;10;175;continuous
615_fri_c4_250_10;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125082507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914070856665885;test;0.798676153333333;6;20;250;8;10;175;continuous
credit_a;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124193312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943352561224137;train;0.907736385;3;160;326;8;13;483;binomial
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294_satellite_image;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125101007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.290459450618808;test;9.84056445;16;382;796;16;27;4505;continuous
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631_fri_c1_500_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125164217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.85862363799442;train;0.345486078333333;10;25;450;5;5;350;continuous
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562_cpu_small;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316767835057464;train;1.54870753;5;24;188;3;12;5735;continuous
562_cpu_small;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113903_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.32349963098455;test;1.54870753;5;24;188;3;12;5735;continuous
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prnn_fglass;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.886579861111111;test;0.740686091666667;3;160;326;9;9;144;multinomial
titanic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792655051907482;train;0.292203231666667;5;32;222;4;8;1545;binomial
titanic;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.790089384810528;test;0.292203231666667;5;32;222;4;8;1545;binomial
648_fri_c1_250_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.641151011953803;train;0.68206896;9;210;438;26;50;175;continuous
648_fri_c1_250_50;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.929847547617825;test;0.68206896;9;210;438;26;50;175;continuous
cleveland;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974084947839046;train;1.84217288666667;8;260;536;11;13;213;multinomial
cleveland;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124173823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.669013526156383;test;1.84217288666667;8;260;536;11;13;213;multinomial
1030_ERA;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.742090212955078;train;0.33864027;3;8;60;3;4;700;continuous
1030_ERA;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124174022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.796365197891339;test;0.33864027;3;8;60;3;4;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48475547032141;train;0.214480296666667;3;90;186;22;50;700;continuous
590_fri_c0_1000_50;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125115220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490744657801277;test;0.214480296666667;3;90;186;22;50;700;continuous
appendicitis;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.21347014166667;20;495;1032;3;4;75;binomial
appendicitis;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124195437_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.776785714285714;test;3.21347014166667;20;495;1032;3;4;75;binomial
waveform_21;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968316455377555;train;1.66772432166667;3;160;326;19;21;3500;multinomial
waveform_21;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125160041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969765230695454;test;1.66772432166667;3;160;326;19;21;3500;multinomial
clean1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.406179641666667;3;34;74;5;88;334;binomial
clean1;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124163432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.406179641666667;3;34;74;5;88;334;binomial
602_fri_c3_250_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814356355433721;train;0.395911245;9;45;418;6;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112322_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830448824258611;test;0.395911245;9;45;418;6;9;175;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839127519652316;train;0.359027211666667;3;10;72;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162012_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82659764170234;test;0.359027211666667;3;10;72;5;5;350;continuous
optdigits;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999182519841408;train;8.01029578;3;160;326;58;59;3934;multinomial
optdigits;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126083655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9988796725284;test;8.01029578;3;160;326;58;59;3934;multinomial
buggyCrx;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958472504390345;train;1.22543299501667;5;200;410;4;13;483;binomial
buggyCrx;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124181610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884528708602783;test;1.22543299501667;5;200;410;4;13;483;binomial
analcatdata_lawsuit;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996658312447786;train;0.547471296666667;3;144;294;2;4;185;binomial
analcatdata_lawsuit;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124162441_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972972972972973;test;0.547471296666667;3;144;294;2;4;185;binomial
segmentation;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997462916058925;train;7.71206768833333;3;13;88;10;13;1617;multinomial
segmentation;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185740_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997423614049184;test;7.71206768833333;3;13;88;10;13;1617;multinomial
tae;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.631795634920635;train;2.03411113;20;368;776;2;5;106;multinomial
tae;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126085548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.692408245349422;test;2.03411113;20;368;776;2;5;106;multinomial
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.380971129926683;train;0.245119581666667;3;90;186;49;70;742;continuous
4544_GeographicalOriginalofMusic;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.416996058756886;test;0.245119581666667;3;90;186;49;70;742;continuous
analcatdata_boxing1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735217673814165;train;0.243651245;8;3;54;3;3;84;binomial
analcatdata_boxing1;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.706349206349206;test;0.243651245;8;3;54;3;3;84;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992785614299559;train;0.179784923333333;3;80;166;11;22;399;binomial
breast_cancer_wisconsin;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982458726415094;test;0.179784923333333;3;80;166;11;22;399;binomial
627_fri_c2_500_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811386272788335;train;1.46015237498333;5;200;410;9;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125150503_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858688150690651;test;1.46015237498333;5;200;410;9;10;350;continuous
german;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.829280080420662;train;1.54433866833333;20;80;878;10;20;700;binomial
german;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090527_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735902658662093;test;1.54433866833333;20;80;878;10;20;700;binomial
628_fri_c3_1000_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845188003721698;train;0.835684418333333;9;10;192;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86028203147748;test;0.835684418333333;9;10;192;5;5;700;continuous
mfeat_fourier;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991526774016903;train;33.0515115783333;2;46;96;76;76;1400;multinomial
mfeat_fourier;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97711206968732;test;33.0515115783333;2;46;96;76;76;1400;multinomial
637_fri_c1_500_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.885928235905277;train;0.865241703333333;3;160;326;21;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881111681404122;test;0.865241703333333;3;160;326;21;50;350;continuous
537_houses;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125200906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.606829223609061;train;0.97629463;3;10;72;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125200906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.600549165544662;test;0.97629463;3;10;72;5;5;14448;continuous
mfeat_factors;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125153731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999998848350838;train;28.1856616666667;3;66;138;109;137;1400;multinomial
mfeat_factors;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125153731_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998090623592775;test;28.1856616666667;3;66;138;109;137;1400;multinomial
tae;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.527129402129402;train;0.558191173316667;3;160;326;1;5;106;multinomial
tae;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.619434232026144;test;0.558191173316667;3;160;326;1;5;106;multinomial
635_fri_c0_250_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.569462763401475;train;0.91067916;3;160;326;9;10;175;continuous
635_fri_c0_250_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125151240_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.468336086958007;test;0.91067916;3;160;326;9;10;175;continuous
titanic;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885021911863459;train;4.14272769833333;20;392;824;7;7;1545;binomial
titanic;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.790560787671233;test;4.14272769833333;20;392;824;7;7;1545;binomial
cmc;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.742032461125341;train;0.225576898333333;9;9;170;7;9;1032;multinomial
cmc;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125123001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.704690850699254;test;0.225576898333333;9;9;170;7;9;1032;multinomial
656_fri_c1_100_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804159850013542;train;0.230098546666667;3;10;76;5;5;70;continuous
656_fri_c1_100_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124173340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830263744615141;test;0.230098546666667;3;10;76;5;5;70;continuous
Hill_Valley_with_noise;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125180604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.559516275868194;train;3.94641445;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125180604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.532415009426504;test;3.94641445;20;500;1040;1;1;849;binomial
519_vinnie;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438441877270773;train;0.690042796666667;3;160;326;1;2;266;continuous
519_vinnie;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125115247_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.568099089305142;test;0.690042796666667;3;160;326;1;2;266;continuous
mfeat_fourier;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982243236821811;train;33.2847862783167;3;58;138;36;76;1400;multinomial
mfeat_fourier;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973786529691173;test;33.2847862783167;3;58;138;36;76;1400;multinomial
credit_g;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.798265449237198;train;0.691424803333333;8;80;376;5;20;700;binomial
credit_g;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763422353006496;test;0.691424803333333;8;80;376;5;20;700;binomial
601_fri_c1_250_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262657415399256;train;1.37234666833333;13;268;562;4;5;175;continuous
601_fri_c1_250_5;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125082330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369310627892214;test;1.37234666833333;13;268;562;4;5;175;continuous
prnn_synth;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125132718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.931111111111111;train;0.0792982733333333;3;2;16;2;2;175;binomial
prnn_synth;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125132718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95;test;0.0792982733333333;3;2;16;2;2;175;binomial
colic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846577447653198;train;0.72961076;3;160;326;18;22;258;binomial
colic;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124201445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916576381365114;test;0.72961076;3;160;326;18;22;258;binomial
665_sleuth_case2002;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804858229688961;train;1.21207373;10;12;248;2;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113004_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.704978695325412;test;1.21207373;10;12;248;2;6;103;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188852097895558;train;2.34198516166667;13;338;702;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171116_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315725647866118;test;2.34198516166667;13;338;702;5;10;700;continuous
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.913461538461539;train;0.241091788333333;7;7;108;6;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125135625_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904761904761905;test;0.241091788333333;7;7;108;6;7;68;binomial
saheart;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742712620027435;train;1.56493318666667;13;9;238;8;9;324;binomial
saheart;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100204_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.745080500894455;test;1.56493318666667;13;9;238;8;9;324;binomial
analcatdata_cyyoung9302;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.843190633333333;19;24;732;6;6;65;binomial
analcatdata_cyyoung9302;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125155639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702380952380952;test;0.843190633333333;19;24;732;6;6;65;binomial
contraceptive;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723773231547386;train;0.187077906666667;8;9;146;8;9;1032;multinomial
contraceptive;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181945_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.692886358795495;test;0.187077906666667;8;9;146;8;9;1032;multinomial
192_vineyard;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.610486839136679;train;0.141464378333333;7;10;152;2;2;37;continuous
192_vineyard;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126100408_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.495449286359844;test;0.141464378333333;7;10;152;2;2;37;continuous
clean2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971121478519365;train;5.40974906833333;10;262;544;107;107;4619;binomial
clean2;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126082346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950117862540246;test;5.40974906833333;10;262;544;107;107;4619;binomial
hungarian;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.905661317651749;train;1.798466595;9;12;214;10;12;206;binomial
hungarian;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126105016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.910746812386157;test;1.798466595;9;12;214;10;12;206;binomial
678_visualizing_environmental;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.800629701257292;train;0.525113945;3;160;326;2;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125201456_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.790045412193841;test;0.525113945;3;160;326;2;3;78;continuous
561_cpu;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.133546005884063;train;0.91386614;7;14;212;6;7;147;continuous
561_cpu;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124210221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.188465620562352;test;0.91386614;7;14;212;6;7;147;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257102314576224;train;3.19751052;20;392;824;3;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.347674444829876;test;3.19751052;20;392;824;3;50;350;continuous
195_auto_price;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.361574302398295;train;1.17284066166667;7;20;288;10;10;112;continuous
195_auto_price;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326946913956825;test;1.17284066166667;7;20;288;10;10;112;continuous
auto;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880924752423608;train;3.00187742333333;15;378;786;18;20;142;multinomial
auto;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844912131519274;test;3.00187742333333;15;378;786;18;20;142;multinomial
644_fri_c4_250_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335491505135064;train;2.52120214833333;9;280;578;13;25;175;continuous
644_fri_c4_250_25;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125182944_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.472098513237762;test;2.52120214833333;9;280;578;13;25;175;continuous
mfeat_fourier;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97827213951195;train;34.7214443333333;3;56;138;26;76;1400;multinomial
mfeat_fourier;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155129_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966437344673161;test;34.7214443333333;3;56;138;26;76;1400;multinomial
vowel;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969282589799787;train;3.42753987333333;9;232;482;9;13;693;multinomial
vowel;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194313_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.955632778877973;test;3.42753987333333;9;232;482;9;13;693;multinomial
analcatdata_japansolvent;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9375;train;0.264665361666667;7;5;76;4;5;37;binomial
analcatdata_japansolvent;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204517_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814814814814815;test;0.264665361666667;7;5;76;4;5;37;binomial
542_pollution;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.564619228805398;train;2.24080676333333;10;300;620;2;9;42;continuous
542_pollution;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124174645_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.797943835406816;test;2.24080676333333;10;300;620;2;9;42;continuous
623_fri_c4_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816396668616278;train;1.67706531166667;8;20;326;5;10;700;continuous
623_fri_c4_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125175542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821572134514852;test;1.67706531166667;8;20;326;5;10;700;continuous
yeast;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909526821920513;train;4.843873455;20;500;1040;7;8;1036;multinomial
yeast;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125191626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892274716290243;test;4.843873455;20;500;1040;7;8;1036;multinomial
analcatdata_aids;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5;train;0.634877533333333;3;160;326;2;3;35;binomial
analcatdata_aids;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114555_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.5;test;0.634877533333333;3;160;326;2;3;35;binomial
1199_BNG_echoMonths;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125131109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.66424168326318;train;31.6622584033333;9;280;578;8;9;12248;continuous
1199_BNG_echoMonths;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125131109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.687931160650724;test;31.6622584033333;9;280;578;8;9;12248;continuous
611_fri_c3_100_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.963431694643808;train;0.906764706666667;3;160;326;2;4;70;continuous
611_fri_c3_100_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.944130213285011;test;0.906764706666667;3;160;326;2;4;70;continuous
1191_BNG_pbc;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124204055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.798164814718453;train;32.4913674;1;120;242;13;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124204055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79737097621765;test;32.4913674;1;120;242;13;18;700000;continuous
dermatology;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979662775197798;train;0.354603075;6;25;224;7;25;257;multinomial
dermatology;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125170440_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.926807122359291;test;0.354603075;6;25;224;7;25;257;multinomial
562_cpu_small;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.317402254813627;train;2.58319632166667;7;240;494;3;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124172052_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.318473031554962;test;2.58319632166667;7;240;494;3;12;5735;continuous
1089_USCrime;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.39146525246313;train;0.383106358316667;7;10;148;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.521710200299551;test;0.383106358316667;7;10;148;5;5;33;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24567903133301;train;3.35441748666667;20;363;766;11;25;350;continuous
643_fri_c2_500_25;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125093346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.415820741192316;test;3.35441748666667;20;363;766;11;25;350;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800675252077276;train;0.343790748316667;3;20;132;6;10;700;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.79035577578541;test;0.343790748316667;3;20;132;6;10;700;continuous
666_rmftsa_ladata;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.518735848630203;train;0.972530701666667;5;200;410;1;10;356;continuous
666_rmftsa_ladata;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110034_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.703498589040792;test;0.972530701666667;5;200;410;1;10;356;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.661895568757882;train;0.213098793333333;6;25;266;3;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509451898362046;test;0.213098793333333;6;25;266;3;5;44;continuous
analcatdata_boxing1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.700721153846154;train;1.02169413168333;5;200;410;3;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.807692307692308;test;1.02169413168333;5;200;410;3;3;84;binomial
contraceptive;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731132303693654;train;0.0767706216666667;3;9;60;9;9;1032;multinomial
contraceptive;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126083316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.732863418706713;test;0.0767706216666667;3;9;60;9;9;1032;multinomial
breast_w;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.988337947029777;train;0.51306709;9;32;402;2;8;490;binomial
breast_w;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143829_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985094451003542;test;0.51306709;9;32;402;2;8;490;binomial
678_visualizing_environmental;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.639430088461953;train;1.33364607833333;7;240;494;3;3;78;continuous
678_visualizing_environmental;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.748557794731689;test;1.33364607833333;7;240;494;3;3;78;continuous
617_fri_c3_500_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124183351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807082960715658;train;0.390130523333333;3;10;72;5;5;350;continuous
617_fri_c3_500_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124183351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860545399808317;test;0.390130523333333;3;10;72;5;5;350;continuous
analcatdata_creditscore;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125151546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990384615384615;train;0.151387838333333;3;6;46;1;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125151546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.151387838333333;3;6;46;1;6;70;binomial
magic;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.867198044308845;train;8.16827742166667;11;9;188;9;9;13314;binomial
magic;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133148_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862660654123976;test;8.16827742166667;11;9;188;9;9;13314;binomial
626_fri_c2_500_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818642934031701;train;0.432496208333333;6;150;312;17;50;350;continuous
626_fri_c2_500_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124182507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.879203779808574;test;0.432496208333333;6;150;312;17;50;350;continuous
hypothyroid;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947337137422729;train;0.204075323333333;3;76;166;8;20;2215;binomial
hypothyroid;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952723477475953;test;0.204075323333333;3;76;166;8;20;2215;binomial
611_fri_c3_100_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836669638758661;train;0.129076428333333;3;8;60;3;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204251_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.793193729215771;test;0.129076428333333;3;8;60;3;4;70;continuous
bupa;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709472389283762;train;0.169051091666667;3;5;36;5;5;242;binomial
bupa;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125171158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.667043740573152;test;0.169051091666667;3;5;36;5;5;242;binomial
mnist;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994738944518279;train;301.190058745;0;100;200;660;663;49000;multinomial
mnist;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175825_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993560599787776;test;301.190058745;0;100;200;660;663;49000;multinomial
prnn_fglass;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992240434635393;train;0.631779326666667;3;160;326;7;9;144;multinomial
prnn_fglass;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958222222222222;test;0.631779326666667;3;160;326;7;9;144;multinomial
yeast;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909739694550619;train;1.29427991166667;3;160;326;8;8;1036;multinomial
yeast;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124185717_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896118058280566;test;1.29427991166667;3;160;326;8;8;1036;multinomial
537_houses;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.605615140474465;train;1.22949412166667;3;10;72;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125184729_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.599798535733156;test;1.22949412166667;3;10;72;5;5;14448;continuous
buggyCrx;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.957753908952539;train;0.898906806666667;3;160;326;13;13;483;binomial
buggyCrx;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125140731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902358670741024;test;0.898906806666667;3;160;326;13;13;483;binomial
coil2000;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764339885466646;train;12.21752838;8;212;440;46;59;6876;binomial
coil2000;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.723416047626574;test;12.21752838;8;212;440;46;59;6876;binomial
hypothyroid;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939128025877311;train;1.55727188166667;20;80;880;16;20;2215;binomial
hypothyroid;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124163934_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902400566353456;test;1.55727188166667;20;80;880;16;20;2215;binomial
titanic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823545452075319;train;0.400861361666667;7;28;302;7;7;1545;binomial
titanic;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.791493395303327;test;0.400861361666667;7;28;302;7;7;1545;binomial
mnist;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995790005569694;train;89.2790699016667;0;100;200;523;525;49000;multinomial
mnist;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124185225_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992823666941513;test;89.2790699016667;0;100;200;523;525;49000;multinomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125125306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942666666666667;train;1.857437515;13;346;718;2;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125125306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978260869565217;test;1.857437515;13;346;718;2;6;65;binomial
buggyCrx;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965014978823043;train;0.79749151;3;160;326;14;14;483;binomial
buggyCrx;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083854_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900254752106604;test;0.79749151;3;160;326;14;14;483;binomial
analcatdata_creditscore;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.183859501666667;3;6;44;4;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126113755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.183859501666667;3;6;44;4;6;70;binomial
auto;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941129833355443;train;0.364977668333333;5;21;194;13;21;142;multinomial
auto;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846694157045034;test;0.364977668333333;5;21;194;13;21;142;multinomial
allrep;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982293854293854;train;1.66013974666667;3;160;326;10;24;2641;multinomial
allrep;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124195422_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940591907300261;test;1.66013974666667;3;160;326;10;24;2641;multinomial
657_fri_c2_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.323159381704041;train;2.03581960166667;10;300;620;3;10;175;continuous
657_fri_c2_250_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125170550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.496031106383287;test;2.03581960166667;10;300;620;3;10;175;continuous
page_blocks;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.98257139488002;train;10.025574765;5;7;78;5;7;3832;multinomial
page_blocks;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971535845579617;test;10.025574765;5;7;78;5;7;3832;multinomial
666_rmftsa_ladata;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.544408610773586;train;3.12542303333333;13;20;530;10;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.749733788545767;test;3.12542303333333;13;20;530;10;10;356;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777004308297842;train;1.13977066166667;5;200;410;35;50;700;continuous
622_fri_c2_1000_50;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.857294802279199;test;1.13977066166667;5;200;410;35;50;700;continuous
ionosphere;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967955957086392;train;2.84959717333333;6;32;254;31;32;246;binomial
ionosphere;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124152732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875724937862469;test;2.84959717333333;6;32;254;31;32;246;binomial
mfeat_fourier;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994623497282765;train;2.75993045;3;160;326;16;76;1400;multinomial
mfeat_fourier;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124194934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.97440539804184;test;2.75993045;3;160;326;16;76;1400;multinomial
666_rmftsa_ladata;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126091058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.686008801734769;train;0.474708471666667;3;20;98;1;10;356;continuous
666_rmftsa_ladata;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126091058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446506808785533;test;0.474708471666667;3;20;98;1;10;356;continuous
658_fri_c3_250_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.882648149762674;train;0.173035651666667;3;89;186;1;24;175;continuous
658_fri_c3_250_25;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124180213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.0002258851375;test;0.173035651666667;3;89;186;1;24;175;continuous
ann_thyroid;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994855989136649;train;0.268523253333333;3;21;108;2;21;5040;multinomial
ann_thyroid;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125191302_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993361646117857;test;0.268523253333333;3;21;108;2;21;5040;multinomial
heart_c;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932634198364735;train;0.695240961666667;3;160;326;11;13;213;binomial
heart_c;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090113_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923344947735192;test;0.695240961666667;3;160;326;11;13;213;binomial
letter;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990658811823455;train;24.9876042516667;10;300;620;12;16;14000;multinomial
letter;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987169501105576;test;24.9876042516667;10;300;620;12;16;14000;multinomial
294_satellite_image;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.492657736569648;train;0.230164005;3;85;176;25;25;4505;continuous
294_satellite_image;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460147541929354;test;0.230164005;3;85;176;25;25;4505;continuous
labor;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125150750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.56838354335;3;144;294;5;15;40;binomial
labor;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125150750_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.783333333333333;test;0.56838354335;3;144;294;5;15;40;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0448616216666667;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124195947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0448616216666667;3;4;32;0;1;849;binomial
657_fri_c2_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.761235453262222;train;0.440131185;8;50;376;10;10;175;continuous
657_fri_c2_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.922383718946691;test;0.440131185;8;50;376;10;10;175;continuous
sonar;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939285714285714;train;2.09056914833333;20;239;888;25;60;146;binomial
sonar;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767195767195767;test;2.09056914833333;20;239;888;25;60;146;binomial
1191_BNG_pbc;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.792785426253376;train;334.112563888333;0;100;200;18;18;700000;continuous
1191_BNG_pbc;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125195641_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.793293860016215;test;334.112563888333;0;100;200;18;18;700000;continuous
allbp;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994986320158142;train;2.32320692166667;3;160;326;5;25;2641;multinomial
allbp;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165722_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990359084823599;test;2.32320692166667;3;160;326;5;25;2641;multinomial
german;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.808464274546592;train;0.734974723333333;10;80;460;8;20;700;binomial
german;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125161205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769753344481605;test;0.734974723333333;10;80;460;8;20;700;binomial
644_fri_c4_250_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818054537628458;train;2.11503753333333;10;50;444;24;25;175;continuous
644_fri_c4_250_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125112322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835851387209708;test;2.11503753333333;10;50;444;24;25;175;continuous
prnn_synth;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918954248366013;train;0.632830508333333;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125191244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935;test;0.632830508333333;3;160;326;2;2;175;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835798816568047;train;0.19738702;5;6;70;4;6;65;binomial
analcatdata_cyyoung9302;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125124234_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920634920634921;test;0.19738702;5;6;70;4;6;65;binomial
594_fri_c2_100_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125114147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.88999270347739;train;0.365025043333333;6;10;136;1;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125114147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.896747100935031;test;0.365025043333333;6;10;136;1;5;70;continuous
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.938666666666667;train;0.545488526666667;3;160;326;6;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126082433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91304347826087;test;0.545488526666667;3;160;326;6;7;65;binomial
prnn_synth;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125132718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959542483660131;train;0.693487538333333;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125132718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958571428571429;test;0.693487538333333;3;160;326;2;2;175;binomial
649_fri_c0_500_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.47435302506802;train;0.14052147;3;25;156;5;5;350;continuous
649_fri_c0_500_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126111631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.444761013372043;test;0.14052147;3;25;156;5;5;350;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318058614425327;train;0.414131613333333;6;6;84;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125161020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.339725835156055;test;0.414131613333333;6;6;84;3;3;227;continuous
dis;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965020524419871;train;1.81540342166667;3;160;326;1;25;2641;binomial
dis;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126113314_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.917746499851057;test;1.81540342166667;3;160;326;1;25;2641;binomial
1196_BNG_pharynx;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656929498279236;train;5.82612745;7;50;334;10;10;700000;continuous
1196_BNG_pharynx;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125092244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.657932192922052;test;5.82612745;7;50;334;10;10;700000;continuous
230_machine_cpu;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.24930266486306;train;0.549995596666667;11;30;502;6;6;147;continuous
230_machine_cpu;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125085635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.268156622190556;test;0.549995596666667;11;30;502;6;6;147;continuous
659_sleuth_ex1714;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.321041039136901;train;0.58962641;3;160;326;1;2;33;continuous
659_sleuth_ex1714;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173434_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.587043013387281;test;0.58962641;3;160;326;1;2;33;continuous
562_cpu_small;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.320119483743331;train;2.64758324;5;200;410;3;12;5735;continuous
562_cpu_small;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126084545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.318409899992269;test;2.64758324;5;200;410;3;12;5735;continuous
537_houses;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125200906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.640931459215842;train;2.10857522498333;3;160;326;5;5;14448;continuous
537_houses;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125200906_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.631012464131775;test;2.10857522498333;3;160;326;5;5;14448;continuous
heart_c;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925835407038749;train;0.776744508333333;3;160;326;6;13;213;binomial
heart_c;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125125752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884021901443504;test;0.776744508333333;3;160;326;6;13;213;binomial
analcatdata_happiness;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966666666666667;train;3.88036572333333;20;500;1040;2;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.667460317460317;test;3.88036572333333;20;500;1040;2;3;42;multinomial
mfeat_fourier;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992428957087024;train;2.50745674833333;3;160;326;18;76;1400;multinomial
mfeat_fourier;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976588255602771;test;2.50745674833333;3;160;326;18;76;1400;multinomial
690_visualizing_galaxy;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0885501799477444;train;0.582383923333333;3;160;326;2;3;227;continuous
690_visualizing_galaxy;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130303_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.143110581137161;test;0.582383923333333;3;160;326;2;3;227;continuous
twonorm;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998120589961213;train;1.48566510833333;3;160;326;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174152_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997264469527132;test;1.48566510833333;3;160;326;20;20;5180;binomial
588_fri_c4_1000_100;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830489103294396;train;0.723074415;7;170;354;15;99;700;continuous
588_fri_c4_1000_100;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846676879448964;test;0.723074415;7;170;354;15;99;700;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795001401408216;train;0.201633861666667;5;25;240;4;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183021_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808573814084703;test;0.201633861666667;5;25;240;4;5;175;continuous
heart_c;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.945138269402319;train;2.80391371666667;14;13;344;13;13;213;binomial
heart_c;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.882731321128154;test;2.80391371666667;14;13;344;13;13;213;binomial
344_mv;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.390167667827298;train;1.45927119166667;3;20;134;8;10;28538;continuous
344_mv;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125100423_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.399433719345239;test;1.45927119166667;3;20;134;8;10;28538;continuous
cars;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862408480692472;train;0.695538768333333;3;160;326;6;7;275;multinomial
cars;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778349001175088;test;0.695538768333333;3;160;326;6;7;275;multinomial
hungarian;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915861344537815;train;0.182851086666667;3;48;166;8;12;206;binomial
hungarian;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124175535_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885149572649573;test;0.182851086666667;3;48;166;8;12;206;binomial
shuttle;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91588457847144;train;1.90738719;10;7;140;3;7;40600;multinomial
shuttle;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125184733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923282201127716;test;1.90738719;10;7;140;3;7;40600;multinomial
banana;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.548719585681631;train;0.0919829883333333;3;2;16;2;2;3710;binomial
banana;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.537365556978233;test;0.0919829883333333;3;2;16;2;2;3710;binomial
592_fri_c4_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830032005738612;train;0.164970855;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091655_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852431359161619;test;0.164970855;3;85;176;5;25;700;continuous
596_fri_c2_250_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799587390415388;train;0.93129287335;3;160;326;5;5;175;continuous
596_fri_c2_250_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155331_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.83556754572445;test;0.93129287335;3;160;326;5;5;175;continuous
582_fri_c1_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803914943293949;train;0.33600384;5;121;270;13;25;350;continuous
582_fri_c1_500_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124151520_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836037438200612;test;0.33600384;5;121;270;13;25;350;continuous
twonorm;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998075089402795;train;2.563158685;3;20;106;20;20;5180;binomial
twonorm;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997651654191671;test;2.563158685;3;20;106;20;20;5180;binomial
mnist;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99502267023317;train;216.677758755;0;5;10;590;592;49000;multinomial
mnist;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125182335_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992597205124247;test;216.677758755;0;5;10;590;592;49000;multinomial
calendarDOW;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939993881139015;train;0.444156721666667;9;15;256;6;15;280;multinomial
calendarDOW;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125134649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.736455487291319;test;0.444156721666667;9;15;256;6;15;280;multinomial
optdigits;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99903318124628;train;6.41546573166667;3;160;326;52;62;3934;multinomial
optdigits;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125113010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998651614131314;test;6.41546573166667;3;160;326;52;62;3934;multinomial
haberman;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.686351294903926;train;0.30871015;8;3;54;2;3;215;binomial
haberman;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123419_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770547945205479;test;0.30871015;8;3;54;2;3;215;binomial
mnist;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995046157339554;train;117.139765945;0;100;200;579;582;49000;multinomial
mnist;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994209322621267;test;117.139765945;0;100;200;579;582;49000;multinomial
1089_USCrime;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42283403986283;train;0.056725625;3;10;74;2;2;33;continuous
1089_USCrime;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124184447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.350166255400235;test;0.056725625;3;10;74;2;2;33;continuous
calendarDOW;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91854942443312;train;2.19063494333333;9;280;578;14;15;280;multinomial
calendarDOW;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125162933_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865034684851931;test;2.19063494333333;9;280;578;14;15;280;multinomial
analcatdata_lawsuit;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99921568627451;train;0.173879916666667;3;4;30;3;4;185;binomial
analcatdata_lawsuit;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125140639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99;test;0.173879916666667;3;4;30;3;4;185;binomial
564_fried;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124201040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488521798520107;train;0.434678205;7;50;334;4;10;28538;continuous
564_fried;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124201040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.487772849226517;test;0.434678205;7;50;334;4;10;28538;continuous
flags;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858966382946093;train;7.07683322833333;12;39;516;34;39;125;multinomial
flags;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125195456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.68264210734799;test;7.07683322833333;12;39;516;34;39;125;multinomial
dis;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.543520147440731;train;0.778241513333333;3;25;72;2;25;2641;binomial
dis;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124164342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.503202263926125;test;0.778241513333333;3;25;72;2;25;2641;binomial
666_rmftsa_ladata;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.582133011315984;train;0.664312788333333;3;160;326;5;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.43428710438167;test;0.664312788333333;3;160;326;5;10;356;continuous
collins;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998512078392073;train;10.5625703633333;3;20;114;2;20;340;multinomial
collins;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993482096607097;test;10.5625703633333;3;20;114;2;20;340;multinomial
658_fri_c3_250_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.898924148859144;train;2.66775612166667;12;340;704;22;25;175;continuous
658_fri_c3_250_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813705679051867;test;2.66775612166667;12;340;704;22;25;175;continuous
breast;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995189393939394;train;1.51578980166667;8;9;152;8;9;490;binomial
breast;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125173934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986111111111111;test;1.51578980166667;8;9;152;8;9;490;binomial
irish;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899996695744119;train;3.25119393333333;20;500;1040;4;4;350;binomial
irish;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.852272727272727;test;3.25119393333333;20;500;1040;4;4;350;binomial
cleveland;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.814271759916921;train;1.68913460333333;7;240;494;12;13;213;multinomial
cleveland;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124193432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.656359501347709;test;1.68913460333333;7;240;494;12;13;213;multinomial
641_fri_c1_500_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847662789328308;train;0.54208242;3;20;136;5;10;350;continuous
641_fri_c1_500_10;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125174112_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856395990464778;test;0.54208242;3;20;136;5;10;350;continuous
557_analcatdata_apnea1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372684020666507;train;4.65694866166667;20;500;1040;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124152759_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.299980342769431;test;4.65694866166667;20;500;1040;3;3;333;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.817582848673117;train;1.91795333166667;8;244;504;11;50;700;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125161048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824518966115739;test;1.91795333166667;8;244;504;11;50;700;continuous
dis;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789077095528708;train;1.98878476833333;20;96;880;17;24;2641;binomial
dis;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126114105_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753324753324753;test;1.98878476833333;20;96;880;17;24;2641;binomial
1595_poker;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764583946525906;train;238.605783593333;0;100;200;5;10;717507;continuous
1595_poker;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125164721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.764637546090279;test;238.605783593333;0;100;200;5;10;717507;continuous
sonar;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.867519528333333;3;160;326;60;60;146;binomial
sonar;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976495726495726;test;0.867519528333333;3;160;326;60;60;146;binomial
649_fri_c0_500_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455664270230488;train;0.331901338333333;6;10;132;5;5;350;continuous
649_fri_c0_500_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.47539037229267;test;0.331901338333333;6;10;132;5;5;350;continuous
pendigits;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997741204937443;train;41.33737797;2;16;70;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997499660154615;test;41.33737797;2;16;70;16;16;7695;multinomial
vehicle;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.893393894148421;train;2.27527208833333;9;248;514;13;13;593;multinomial
vehicle;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162828_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.904666174008199;test;2.27527208833333;9;248;514;13;13;593;multinomial
564_fried;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480902289469523;train;4.63227140331667;5;200;410;5;10;28538;continuous
564_fried;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126083614_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480183059741399;test;4.63227140331667;5;200;410;5;10;28538;continuous
mfeat_zernike;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986547809918147;train;1.94761429166667;3;160;326;32;32;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125141124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980249152406528;test;1.94761429166667;3;160;326;32;32;1400;multinomial
616_fri_c4_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.191802560017653;train;1.12573676666667;3;160;326;10;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125193056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.413863545511929;test;1.12573676666667;3;160;326;10;50;350;continuous
581_fri_c3_500_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802885247462212;train;0.778159418333333;11;125;522;5;25;350;continuous
581_fri_c3_500_25;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181633_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802230041800425;test;0.778159418333333;11;125;522;5;25;350;continuous
695_chatfield_4;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.350788026719924;train;0.852176813333333;3;160;326;5;5;165;continuous
695_chatfield_4;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125195229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478975928441804;test;0.852176813333333;3;160;326;5;5;165;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308196592320173;train;0.604086855;3;144;294;0;3;333;continuous
557_analcatdata_apnea1;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126101428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144058436767099;test;0.604086855;3;144;294;0;3;333;continuous
519_vinnie;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.476536757857312;train;0.691147336666667;3;160;326;1;2;266;continuous
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612_fri_c1_1000_5;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125190223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163123495769298;train;2.86383225666667;9;248;514;5;5;700;continuous
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australian;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980470653763141;train;1.11281469666667;3;160;326;13;13;483;binomial
australian;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124185333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939661654135338;test;1.11281469666667;3;160;326;13;13;483;binomial
german;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125100147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.824292452830189;train;0.975811716666667;3;160;326;18;20;700;binomial
german;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125100147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.786181389365352;test;0.975811716666667;3;160;326;18;20;700;binomial
218_house_8L;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457436267359777;train;3.80195064168333;15;265;560;7;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126104510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.443973265486059;test;3.80195064168333;15;265;560;7;8;15949;continuous
irish;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892950047746057;train;0.583470423333333;13;16;402;3;4;350;binomial
irish;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082244_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816821747856231;test;0.583470423333333;13;16;402;3;4;350;binomial
coil2000;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.731800759704742;train;5.97387059833333;3;160;326;4;59;6876;binomial
coil2000;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125123016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.683267561168114;test;5.97387059833333;3;160;326;4;59;6876;binomial
657_fri_c2_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772942474693572;train;1.51766900166667;5;200;410;7;10;175;continuous
657_fri_c2_250_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126095940_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915661148352491;test;1.51766900166667;5;200;410;7;10;175;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28728499200662;train;1.00322154666667;5;200;410;4;10;350;continuous
604_fri_c4_500_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.392549646541704;test;1.00322154666667;5;200;410;4;10;350;continuous
letter;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983384066418263;train;22.7882987416667;7;240;494;9;16;14000;multinomial
letter;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083419_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98123896130844;test;22.7882987416667;7;240;494;9;16;14000;multinomial
confidence;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941991341991342;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124175803_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925555555555556;test;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938474025974026;train;0.61246373;3;160;326;1;1;51;multinomial
confidence;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125144055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.835;test;0.61246373;3;160;326;1;1;51;multinomial
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.243510972625495;train;1.31427114333333;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125142915_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355213598830206;test;1.31427114333333;3;160;326;5;50;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835578108022227;train;0.492660525;10;50;460;5;10;700;continuous
608_fri_c3_1000_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153618_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.863456569921827;test;0.492660525;10;50;460;5;10;700;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855607975366183;train;0.145502176666667;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125151755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832583673301261;test;0.145502176666667;3;10;72;5;5;700;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716185764761308;train;0.146036045;3;45;166;9;9;12248;continuous
1199_BNG_echoMonths;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125093120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.700832332188206;test;0.146036045;3;45;166;9;9;12248;continuous
1595_poker;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.747641914165206;train;193.329366398317;0;100;200;5;10;717507;continuous
1595_poker;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125095346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.746594403265909;test;193.329366398317;0;100;200;5;10;717507;continuous
agaricus_lepiota;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125114709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.70042141;3;160;326;19;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125114709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.70042141;3;160;326;19;20;5702;binomial
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831154332848091;train;0.164862391683333;3;85;176;21;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828817193227665;test;0.164862391683333;3;85;176;21;25;700;continuous
schizo;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.683884173525377;train;1.22265760498333;5;13;124;4;13;238;multinomial
schizo;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126111036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.633049242424242;test;1.22265760498333;5;13;124;4;13;238;multinomial
527_analcatdata_election2000;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.303534579440723;train;0.088648975;8;5;90;1;1;47;continuous
527_analcatdata_election2000;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125170902_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;7.98407983883772;test;0.088648975;8;5;90;1;1;47;continuous
colic;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925142708873897;train;1.68884700831667;6;22;206;6;22;258;binomial
colic;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126104343_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.835959383753501;test;1.68884700831667;6;22;206;6;22;258;binomial
cloud;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.738186578979418;train;0.157230755;9;7;132;6;7;76;multinomial
cloud;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.433862433862434;test;0.157230755;9;7;132;6;7;76;multinomial
648_fri_c1_250_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.732131954215483;train;0.44335265;8;156;332;13;50;175;continuous
648_fri_c1_250_50;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125110644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820279559333953;test;0.44335265;8;156;332;13;50;175;continuous
cars;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82770039444761;train;0.06295188;5;6;68;4;6;275;multinomial
cars;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859190359190359;test;0.06295188;5;6;68;4;6;275;multinomial
magic;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954415447195954;train;11.7933500549833;6;220;452;9;9;13314;binomial
magic;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124145306_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922994745801727;test;11.7933500549833;6;220;452;9;9;13314;binomial
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.713919137423222;train;0.267112461666667;5;45;250;8;9;12248;continuous
1199_BNG_echoMonths;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125201330_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703845581988235;test;0.267112461666667;5;45;250;8;9;12248;continuous
breast;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125190731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993844696969697;train;0.973111188333333;3;160;326;6;9;490;binomial
breast;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125190731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990354938271605;test;0.973111188333333;3;160;326;6;9;490;binomial
allbp;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.953535089357992;train;2.71253136833333;7;208;430;4;25;2641;multinomial
allbp;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125155045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.934630567235905;test;2.71253136833333;7;208;430;4;25;2641;multinomial
heart_h;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940147513206419;train;1.08755578666667;5;200;410;5;12;206;binomial
heart_h;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125091424_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908925318761384;test;1.08755578666667;5;200;410;5;12;206;binomial
637_fri_c1_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.315448890015873;train;1.50150710833333;6;220;452;19;50;350;continuous
637_fri_c1_500_50;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125172818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.427541858132604;test;1.50150710833333;6;220;452;19;50;350;continuous
phoneme;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.7994443361279;train;1.07977196333333;3;160;326;5;5;3783;binomial
phoneme;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125113540_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798849810763408;test;1.07977196333333;3;160;326;5;5;3783;binomial
584_fri_c4_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827047020690934;train;1.60405198166667;6;220;452;7;25;350;continuous
584_fri_c4_500_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125174952_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782254460011883;test;1.60405198166667;6;220;452;7;25;350;continuous
cmc;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.744504619579097;train;4.023527405;9;9;170;8;9;1032;multinomial
cmc;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709497668531282;test;4.023527405;9;9;170;8;9;1032;multinomial
620_fri_c1_1000_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125102433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.197309390616688;train;5.67243419833333;14;348;724;7;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125102433_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316566599300798;test;5.67243419833333;14;348;724;7;25;700;continuous
cmc;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.732252875361283;train;0.999455568333333;3;9;62;9;9;1032;multinomial
cmc;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125170315_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717139529336999;test;0.999455568333333;3;9;62;9;9;1032;multinomial
analcatdata_japansolvent;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988235294117647;train;2.28742705666667;13;312;650;3;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126083205_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.767857142857143;test;2.28742705666667;13;312;650;3;3;37;binomial
vowel;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124201112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999985070834127;train;3.60229872166667;9;280;578;7;13;693;multinomial
vowel;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124201112_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994187070918132;test;3.60229872166667;9;280;578;7;13;693;multinomial
hungarian;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.931815840972294;train;0.726943228316667;3;160;326;10;12;206;binomial
hungarian;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124210302_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.865013774104683;test;0.726943228316667;3;160;326;10;12;206;binomial
fars;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.915056953048499;train;31.07270188;0;100;200;21;21;70678;multinomial
fars;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893693168760222;test;31.07270188;0;100;200;21;21;70678;multinomial
210_cloud;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.22011325808404;train;0.36265742;10;10;212;3;5;76;continuous
210_cloud;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125145943_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.281049835766901;test;0.36265742;10;10;212;3;5;76;continuous
230_machine_cpu;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.266549946035986;train;0.784645071666667;3;160;326;6;6;147;continuous
230_machine_cpu;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112251_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.258853207696912;test;0.784645071666667;3;160;326;6;6;147;continuous
credit_g;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815954432263789;train;1.15841196;5;200;410;11;20;700;binomial
credit_g;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.773360724001999;test;1.15841196;5;200;410;11;20;700;binomial
vehicle;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975448711941528;train;0.876078903333333;3;160;326;13;13;593;multinomial
vehicle;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125122137_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924359049815374;test;0.876078903333333;3;160;326;13;13;593;multinomial
624_fri_c0_100_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.547282973949875;train;0.433810098316667;6;10;136;5;5;70;continuous
624_fri_c0_100_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125133139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.540934306498596;test;0.433810098316667;6;10;136;5;5;70;continuous
prnn_synth;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.953856209150327;train;0.0751657216666667;3;2;16;2;2;175;binomial
prnn_synth;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125125222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.899285714285714;test;0.0751657216666667;3;2;16;2;2;175;binomial
564_fried;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125210213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.488410164276719;train;3.94608148333333;3;160;326;9;10;28538;continuous
564_fried;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125210213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.487835624863043;test;3.94608148333333;3;160;326;9;10;28538;continuous
adult;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.911312420069495;train;31.7642516683333;8;260;536;12;12;34190;binomial
adult;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.903258653839648;test;31.7642516683333;8;260;536;12;12;34190;binomial
analcatdata_boxing2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.852564102564103;train;1.31260076;7;240;494;1;3;93;binomial
analcatdata_boxing2;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124165423_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.881016042780749;test;1.31260076;7;240;494;1;3;93;binomial
225_puma8NH;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441437425627874;train;19.55222914;9;264;546;6;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084058_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.544713021822212;test;19.55222914;9;264;546;6;8;5735;continuous
colic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126100552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883660130718954;train;6.07206050166667;12;22;462;4;22;258;binomial
colic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126100552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912004899959167;test;6.07206050166667;12;22;462;4;22;258;binomial
magic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851612555167277;train;0.887164228316667;10;36;418;8;9;13314;binomial
magic;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846380876253532;test;0.887164228316667;10;36;418;8;9;13314;binomial
627_fri_c2_500_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155919438382;train;1.88575109168333;11;304;630;6;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193904_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357846207200977;test;1.88575109168333;11;304;630;6;10;350;continuous
bupa;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731692307692308;train;0.679871451666667;12;5;126;5;5;242;binomial
bupa;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.618778280542986;test;0.679871451666667;12;5;126;5;5;242;binomial
auto;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935203872968819;train;6.87704350666667;9;21;284;20;21;142;multinomial
auto;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152534_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.826591080876795;test;6.87704350666667;9;21;284;20;21;142;multinomial
Hill_Valley_without_noise;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0418496183333333;3;4;32;0;1;849;binomial
Hill_Valley_without_noise;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125170909_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0418496183333333;3;4;32;0;1;849;binomial
vehicle;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943881645776166;train;1.93296513666667;7;224;462;13;13;593;multinomial
vehicle;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125153609_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.936637726398445;test;1.93296513666667;7;224;462;13;13;593;multinomial
letter;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981067627220477;train;56.1253457333333;1;16;42;16;16;14000;multinomial
letter;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980358752301179;test;56.1253457333333;1;16;42;16;16;14000;multinomial
waveform_40;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96859513071818;train;1.37952977501667;3;160;326;39;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97454760367796;test;1.37952977501667;3;160;326;39;40;3500;multinomial
contraceptive;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735712724264385;train;2.49271619333333;8;9;152;6;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124192710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.69464432425498;test;2.49271619333333;8;9;152;6;9;1032;multinomial
cmc;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715813090342958;train;2.17599948166667;9;273;564;8;9;1032;multinomial
cmc;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125170315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.730963948491317;test;2.17599948166667;9;273;564;8;9;1032;multinomial
breast_cancer;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125121414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.744449749343519;train;1.87974895835;13;9;230;5;9;201;binomial
breast_cancer;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125121414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.670143415906128;test;1.87974895835;13;9;230;5;9;201;binomial
656_fri_c1_100_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.786684806764079;train;0.24458604;6;25;292;5;5;70;continuous
656_fri_c1_100_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.901278121515022;test;0.24458604;6;25;292;5;5;70;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124191704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816361379317455;train;1.17160095833333;3;50;146;25;25;700;continuous
620_fri_c1_1000_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124191704_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.875607823974582;test;1.17160095833333;3;50;146;25;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811374841779428;train;2.02080313;7;240;494;10;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125162415_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80830911422497;test;2.02080313;7;240;494;10;25;700;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815650982300485;train;1.99195447833333;10;20;412;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125160845_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826124134234613;test;1.99195447833333;10;20;412;5;10;700;continuous
auto;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125121533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945498490511788;train;0.52015998;9;20;316;12;20;142;multinomial
auto;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125121533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.836672268907563;test;0.52015998;9;20;316;12;20;142;multinomial
ecoli;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973695533312878;train;0.958121663333333;3;160;326;6;6;229;multinomial
ecoli;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98344421101774;test;0.958121663333333;3;160;326;6;6;229;multinomial
nikuradse_1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.181956347209108;train;0.125463318333333;3;4;32;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125123144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.233914136574098;test;0.125463318333333;3;4;32;2;2;254;continuous
allbp;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993508219486462;train;2.20064532;3;160;326;5;25;2641;multinomial
allbp;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988914728682171;test;2.20064532;3;160;326;5;25;2641;multinomial
diabetes;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83748795761079;train;1.00039857666667;10;8;168;8;8;538;binomial
diabetes;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854066985645933;test;1.00039857666667;10;8;168;8;8;538;binomial
503_wind;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.467175633600706;train;5.34963492831667;10;28;440;13;14;4602;continuous
503_wind;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125170009_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.466648002836649;test;5.34963492831667;10;28;440;13;14;4602;continuous
yeast;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869609219141486;train;0.338952775;10;8;168;4;8;1036;multinomial
yeast;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859977652858733;test;0.338952775;10;8;168;4;8;1036;multinomial
lupus;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.848351648351648;train;0.062292845;3;8;64;2;2;61;binomial
lupus;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126082919_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.830065359477124;test;0.062292845;3;8;64;2;2;61;binomial
movement_libras;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988789691354846;train;21.1785899516667;5;21;184;16;21;252;multinomial
movement_libras;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125175953_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965818376068376;test;21.1785899516667;5;21;184;16;21;252;multinomial
628_fri_c3_1000_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.155869585543076;train;4.18082607666667;14;364;756;5;5;700;continuous
628_fri_c3_1000_5;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126104234_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.276073815057194;test;4.18082607666667;14;364;756;5;5;700;continuous
591_fri_c1_100_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.773152630619405;train;1.90729122;12;340;704;10;10;70;continuous
591_fri_c1_100_10;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7541089668976;test;1.90729122;12;340;704;10;10;70;continuous
556_analcatdata_apnea2;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.229985137353177;train;0.104821688333333;3;15;120;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.174928314762556;test;0.104821688333333;3;15;120;3;3;333;continuous
1595_poker;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.753889388322443;train;243.061066788333;0;100;200;5;10;717507;continuous
1595_poker;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125122134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.753828355522563;test;243.061066788333;0;100;200;5;10;717507;continuous
cleveland;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.748699131944445;train;1.29026475335;5;200;410;4;13;213;multinomial
cleveland;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151401_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.704922595520422;test;1.29026475335;5;200;410;4;13;213;multinomial
561_cpu;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.127685233188245;train;1.77832626333333;10;300;620;4;7;147;continuous
561_cpu;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093002_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.152854833164665;test;1.77832626333333;10;300;620;4;7;147;continuous
649_fri_c0_500_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.217803244592396;train;1.77611025665;11;298;618;5;5;350;continuous
649_fri_c0_500_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124210728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36780275758086;test;1.77611025665;11;298;618;5;5;350;continuous
663_rabe_266;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.104283838109577;train;0.45584436;3;160;326;2;2;84;continuous
663_rabe_266;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126105656_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.106669463458456;test;0.45584436;3;160;326;2;2;84;continuous
mfeat_karhunen;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124183400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998695422084523;train;0.56898116;3;55;138;20;64;1400;multinomial
mfeat_karhunen;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124183400_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994558976301195;test;0.56898116;3;55;138;20;64;1400;multinomial
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845700153957798;train;0.527371274983333;6;10;132;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.86075179122616;test;0.527371274983333;6;10;132;5;5;700;continuous
irish;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.860050764767933;train;0.667351981666667;3;160;326;4;4;350;binomial
irish;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205559_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900799418604651;test;0.667351981666667;3;160;326;4;4;350;binomial
collins;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124190647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999656593406593;train;1.40034144833333;3;144;294;2;20;340;multinomial
collins;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124190647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999732905982906;test;1.40034144833333;3;144;294;2;20;340;multinomial
665_sleuth_case2002;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.727077049611083;train;0.458028678333333;7;12;176;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126085046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767170863131219;test;0.458028678333333;7;12;176;2;6;103;continuous
analcatdata_japansolvent;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9;train;0.631978671666667;14;20;546;2;5;37;binomial
analcatdata_japansolvent;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.803571428571429;test;0.631978671666667;14;20;546;2;5;37;binomial
665_sleuth_case2002;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.701520395591917;train;0.89209057;3;160;326;2;6;103;continuous
665_sleuth_case2002;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082851_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.703328528936292;test;0.89209057;3;160;326;2;6;103;continuous
586_fri_c3_1000_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800537786297696;train;0.904295841666667;3;160;326;10;25;700;continuous
586_fri_c3_1000_25;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172506_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836206853412032;test;0.904295841666667;3;160;326;10;25;700;continuous
german;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124171702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798018292682927;train;1.900683895;8;260;536;18;20;700;binomial
german;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124171702_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.769805602006689;test;1.900683895;8;260;536;18;20;700;binomial
mfeat_factors;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999922699109369;train;2.49056327666667;3;160;326;133;133;1400;multinomial
mfeat_factors;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99581057858305;test;2.49056327666667;3;160;326;133;133;1400;multinomial
659_sleuth_ex1714;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357226505592109;train;0.57720882;3;160;326;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124201258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.591425431305102;test;0.57720882;3;160;326;1;2;33;continuous
561_cpu;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.156662976309315;train;0.677333988333333;3;160;326;2;7;147;continuous
561_cpu;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124173259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232926452615515;test;0.677333988333333;3;160;326;2;7;147;continuous
574_house_16H;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484712960389616;train;9.35855137335;10;30;434;15;15;15949;continuous
574_house_16H;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125180401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.465833228941909;test;9.35855137335;10;30;434;15;15;15949;continuous
analcatdata_happiness;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837832840236686;train;0.151986503333333;5;3;36;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126093145_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.58843537414966;test;0.151986503333333;5;3;36;1;3;42;multinomial
ann_thyroid;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125190722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987470156252667;train;2.07248667833333;18;21;714;4;21;5040;multinomial
ann_thyroid;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125190722_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989067142961845;test;2.07248667833333;18;21;714;4;21;5040;multinomial
pendigits;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999217690116548;train;4.74675522;3;160;326;16;16;7695;multinomial
pendigits;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998968518531906;test;4.74675522;3;160;326;16;16;7695;multinomial
bupa;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710634226353199;train;0.336769365;10;20;338;5;5;242;binomial
bupa;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165245_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.673453996983409;test;0.336769365;10;20;338;5;5;242;binomial
sonar;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892582159624413;train;2.75783483001667;20;444;928;31;60;146;binomial
sonar;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125110210_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902777777777778;test;2.75783483001667;20;444;928;31;60;146;binomial
sonar;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914553990610329;train;3.07616899;8;59;348;30;60;146;binomial
sonar;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124326_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.847222222222222;test;3.07616899;8;59;348;30;60;146;binomial
crx;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916159070223342;train;1.688954175;10;13;250;5;13;483;binomial
crx;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124164339_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.924672897196262;test;1.688954175;10;13;250;5;13;483;binomial
glass2;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126094237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.71978021978022;train;0.931759685;14;8;232;5;8;115;binomial
glass2;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126094237_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.732638888888889;test;0.931759685;14;8;232;5;8;115;binomial
waveform_40;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.966417762271224;train;16.6748158233333;7;40;304;17;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194159_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974706487533285;test;16.6748158233333;7;40;304;17;40;3500;multinomial
clean2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995184655168085;train;2.65332386666667;3;160;326;1;104;4619;binomial
clean2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155632_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993920185574643;test;2.65332386666667;3;160;326;1;104;4619;binomial
560_bodyfat;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0423263421307222;train;0.583833783333333;3;160;326;1;13;177;continuous
560_bodyfat;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082446_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0286980441454098;test;0.583833783333333;3;160;326;1;13;177;continuous
cloud;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670569413536166;train;0.0568136933333333;3;7;46;4;7;76;multinomial
cloud;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.337610229276896;test;0.0568136933333333;3;7;46;4;7;76;multinomial
615_fri_c4_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810033858464191;train;0.792156693333333;3;160;326;10;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121814_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80935947774219;test;0.792156693333333;3;160;326;10;10;175;continuous
texture;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997079697418159;train;2.94256440166667;3;160;326;12;12;3850;multinomial
texture;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125123213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994740406260075;test;2.94256440166667;3;160;326;12;12;3850;multinomial
647_fri_c1_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795837577632006;train;0.445410878333333;9;50;418;7;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125190502_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840460682459856;test;0.445410878333333;9;50;418;7;10;175;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.794786900584103;train;0.844487018333333;3;160;326;9;25;700;continuous
589_fri_c2_1000_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126104553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848945978728922;test;0.844487018333333;3;160;326;9;25;700;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229402933048196;train;1.48244777;7;240;494;5;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082716_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.419488916523545;test;1.48244777;7;240;494;5;10;175;continuous
505_tecator;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.071810736020006;train;0.177210698333333;3;84;186;18;18;168;continuous
505_tecator;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192946_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.103912673318861;test;0.177210698333333;3;84;186;18;18;168;continuous
595_fri_c0_1000_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.497921134488547;train;0.895865275;3;160;326;5;10;700;continuous
595_fri_c0_1000_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.490113145634968;test;0.895865275;3;160;326;5;10;700;continuous
581_fri_c3_500_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228274895505403;train;3.71041253166667;16;336;704;4;25;350;continuous
581_fri_c3_500_25;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125175608_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326146529722212;test;3.71041253166667;16;336;704;4;25;350;continuous
buggyCrx;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906950053501778;train;0.466944168333333;7;55;334;3;14;483;binomial
buggyCrx;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124162548_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904580520732883;test;0.466944168333333;7;55;334;3;14;483;binomial
spectf;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886067377687489;train;1.35140178666667;6;220;452;6;44;245;binomial
spectf;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125084811_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79816091954023;test;1.35140178666667;6;220;452;6;44;245;binomial
pendigits;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99802690897086;train;0.772990611683333;3;16;98;16;16;7695;multinomial
pendigits;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140354_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996547688712851;test;0.772990611683333;3;16;98;16;16;7695;multinomial
647_fri_c1_250_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807186769601567;train;1.63435804833333;10;20;404;10;10;175;continuous
647_fri_c1_250_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126100203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842017738973898;test;1.63435804833333;10;20;404;10;10;175;continuous
ionosphere;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950804630152456;train;0.609947166666667;3;160;326;27;32;246;binomial
ionosphere;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.831400165700083;test;0.609947166666667;3;160;326;27;32;246;binomial
562_cpu_small;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126103951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.181072907995888;train;2.04673709833333;8;228;472;12;12;5735;continuous
562_cpu_small;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126103951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.2017341901009;test;2.04673709833333;8;228;472;12;12;5735;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124182715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791347560291293;train;0.511565663333333;5;20;216;10;10;700;continuous
606_fri_c2_1000_10;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124182715_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822148286805273;test;0.511565663333333;5;20;216;10;10;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840669904668655;train;0.509458041666667;6;150;312;8;50;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125094835_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805187455482751;test;0.509458041666667;6;150;312;8;50;700;continuous
602_fri_c3_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834582364469175;train;0.200584056666667;5;45;250;3;9;175;continuous
602_fri_c3_250_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125142555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824091608070376;test;0.200584056666667;5;45;250;3;9;175;continuous
227_cpu_small;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319043749602924;train;1.480133665;5;24;200;3;12;5735;continuous
227_cpu_small;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124203126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318860939694529;test;1.480133665;5;24;200;3;12;5735;continuous
crx;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.940182488155817;train;0.930607476666667;13;56;586;11;14;483;binomial
crx;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125175017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901727357609711;test;0.930607476666667;13;56;586;11;14;483;binomial
613_fri_c3_250_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.799668194670756;train;0.667535963333333;7;10;152;4;5;175;continuous
613_fri_c3_250_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125122816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.825835176673787;test;0.667535963333333;7;10;152;4;5;175;continuous
1193_BNG_lowbwt;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.634406206523245;train;5.29371146666667;8;212;440;5;9;21773;continuous
1193_BNG_lowbwt;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.628194583766558;test;5.29371146666667;8;212;440;5;9;21773;continuous
analcatdata_happiness;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.74945054945055;train;0.6432866;3;160;326;3;3;42;multinomial
analcatdata_happiness;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125204536_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.814285714285714;test;0.6432866;3;160;326;3;3;42;multinomial
dermatology;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125110126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.91796289666667;3;25;120;22;25;257;multinomial
dermatology;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125110126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994309491677913;test;2.91796289666667;3;25;120;22;25;257;multinomial
german;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.819333391484701;train;6.45027403666667;15;20;548;10;20;700;binomial
german;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125094054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.754353266947122;test;6.45027403666667;15;20;548;10;20;700;binomial
607_fri_c4_1000_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84352953070208;train;0.55286725;3;72;150;5;50;700;continuous
607_fri_c4_1000_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125174902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847854772520043;test;0.55286725;3;72;150;5;50;700;continuous
344_mv;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143515076815439;train;5.01242748333333;5;200;410;5;10;28538;continuous
344_mv;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143082554517158;test;5.01242748333333;5;200;410;5;10;28538;continuous
credit_g;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.812000079293495;train;0.211505831666667;3;71;166;5;20;700;binomial
credit_g;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172709_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.747143364989081;test;0.211505831666667;3;71;166;5;20;700;binomial
1030_ERA;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126100550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.746566633598057;train;1.449438145;7;224;462;3;4;700;continuous
1030_ERA;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126100550_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.785152062574417;test;1.449438145;7;224;462;3;4;700;continuous
german;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.776530253283302;train;0.68078597;10;77;460;4;20;700;binomial
german;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759197324414716;test;0.68078597;10;77;460;4;20;700;binomial
magic;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851015484956878;train;5.93619425;8;9;150;8;9;13314;binomial
magic;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125201027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.847608844611703;test;5.93619425;8;9;150;8;9;13314;binomial
564_fried;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.490060599102342;train;0.518363776666667;3;50;166;6;10;28538;continuous
564_fried;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125111925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.489313577864065;test;0.518363776666667;3;50;166;6;10;28538;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780315610546766;train;0.159435788316667;3;90;186;14;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125165638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82303970763708;test;0.159435788316667;3;90;186;14;24;350;continuous
590_fri_c0_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.486383483463357;train;0.815658966666667;12;221;468;11;50;700;continuous
590_fri_c0_1000_50;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488492844490771;test;0.815658966666667;12;221;468;11;50;700;continuous
ecoli;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98082251362262;train;0.76686058835;3;160;326;5;5;229;multinomial
ecoli;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986076097105509;test;0.76686058835;3;160;326;5;5;229;multinomial
210_cloud;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201461281489304;train;0.604971143333333;3;160;326;4;5;76;continuous
210_cloud;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124165037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331070240553063;test;0.604971143333333;3;160;326;4;5;76;continuous
712_chscase_geyser1;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.551348394800965;train;1.06303565665;5;200;410;1;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124162420_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522560710956486;test;1.06303565665;5;200;410;1;2;156;continuous
analcatdata_bankruptcy;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990131578947368;train;0.210363251666667;6;6;80;6;6;35;binomial
analcatdata_bankruptcy;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125162706_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925925925925926;test;0.210363251666667;6;6;80;6;6;35;binomial
607_fri_c4_1000_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125095102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.822265171999077;train;0.824824825;3;160;326;10;50;700;continuous
607_fri_c4_1000_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125095102_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856452922527052;test;0.824824825;3;160;326;10;50;700;continuous
analcatdata_bankruptcy;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.967320261437908;train;0.393024693333333;3;128;262;4;4;35;binomial
analcatdata_bankruptcy;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125123404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982142857142857;test;0.393024693333333;3;128;262;4;4;35;binomial
analcatdata_germangss;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125192654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820953618055068;train;0.41382241;3;5;36;5;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125192654_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717827074998734;test;0.41382241;3;5;36;5;5;280;multinomial
556_analcatdata_apnea2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.104808722945379;train;1.536104535;6;220;452;3;3;333;continuous
556_analcatdata_apnea2;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124193323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180251142284476;test;1.536104535;6;220;452;3;3;333;continuous
695_chatfield_4;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.379441064355467;train;1.53371227166667;7;20;292;2;10;165;continuous
695_chatfield_4;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150100_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.397457734469125;test;1.53371227166667;7;20;292;2;10;165;continuous
210_cloud;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188644018000503;train;0.957296825;5;200;410;3;5;76;continuous
210_cloud;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125145943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344476355398227;test;0.957296825;5;200;410;3;5;76;continuous
596_fri_c2_250_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791881389773404;train;0.215715226666667;6;25;282;5;5;175;continuous
596_fri_c2_250_5;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113226_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872980026414203;test;0.215715226666667;6;25;282;5;5;175;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832208077877371;train;1.80276475666667;8;20;328;7;10;700;continuous
608_fri_c3_1000_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.856052378032637;test;1.80276475666667;8;20;328;7;10;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832821810367571;train;1.493831855;6;220;452;8;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85950648335005;test;1.493831855;6;220;452;8;25;700;continuous
tokyo1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990500627317064;train;1.20280844833333;3;160;326;19;21;672;binomial
tokyo1;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160807_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982845582529653;test;1.20280844833333;3;160;326;19;21;672;binomial
crx;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879579506164216;train;0.539162176683333;3;14;88;2;14;483;binomial
crx;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165618_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894308181988392;test;0.539162176683333;3;14;88;2;14;483;binomial
auto;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125142725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.869037695502226;train;2.47238731833333;13;341;708;16;21;142;multinomial
auto;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125142725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849631519274377;test;2.47238731833333;13;341;708;16;21;142;multinomial
592_fri_c4_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846741609650331;train;0.156678268333333;3;85;176;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84217942663859;test;0.156678268333333;3;85;176;5;25;700;continuous
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.553392587493338;train;2.248372525;10;300;620;1;1;849;binomial
Hill_Valley_with_noise;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.54228780042592;test;2.248372525;10;300;620;1;1;849;binomial
505_tecator;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.122512210629972;train;1.109181965;5;200;410;4;19;168;continuous
505_tecator;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125124902_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.123818888108724;test;1.109181965;5;200;410;4;19;168;continuous
phoneme;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964363037758278;train;2.75616447333333;3;160;326;5;5;3783;binomial
phoneme;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085155_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.926222275623575;test;2.75616447333333;3;160;326;5;5;3783;binomial
prnn_fglass;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99858253448679;train;0.721705926666667;3;160;326;9;9;144;multinomial
prnn_fglass;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082537_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954989130434783;test;0.721705926666667;3;160;326;9;9;144;multinomial
651_fri_c0_100_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.586722567605265;train;0.393183903333333;3;50;150;25;25;70;continuous
651_fri_c0_100_25;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.525919728929234;test;0.393183903333333;3;50;150;25;25;70;continuous
flags;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785791723259762;train;18.5865627;20;36;852;6;36;125;multinomial
flags;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.6436875;test;18.5865627;20;36;852;6;36;125;multinomial
218_house_8L;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.463566224374658;train;2.16950581;3;160;326;5;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126095840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444888501881011;test;2.16950581;3;160;326;5;8;15949;continuous
cmc;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.71880961992499;train;2.86800764;6;9;116;8;9;1032;multinomial
cmc;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126114116_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697073448112536;test;2.86800764;6;9;116;8;9;1032;multinomial
626_fri_c2_500_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.86077447230601;train;0.227765058316667;3;90;186;1;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126082609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.899386476345118;test;0.227765058316667;3;90;186;1;50;350;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.14852320200577;train;3.142141375;17;440;914;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152320_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303610918504027;test;3.142141375;17;440;914;5;5;700;continuous
542_pollution;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525841468431331;train;2.06520585833333;10;300;620;4;13;42;continuous
542_pollution;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125143810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.654438604313584;test;2.06520585833333;10;300;620;4;13;42;continuous
clean1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.487748636666667;3;112;230;94;94;334;binomial
clean1;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.487748636666667;3;112;230;94;94;334;binomial
analcatdata_cyyoung8092;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905420991926182;train;0.135475836666667;3;27;166;2;7;68;binomial
analcatdata_cyyoung8092;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124152558_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915584415584416;test;0.135475836666667;3;27;166;2;7;68;binomial
611_fri_c3_100_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259532526665515;train;1.454321945;8;260;536;3;4;70;continuous
611_fri_c3_100_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125125148_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461057695181856;test;1.454321945;8;260;536;3;4;70;continuous
tokyo1;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990700618335849;train;1.35355696166667;3;160;326;21;21;672;binomial
tokyo1;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984643734643735;test;1.35355696166667;3;160;326;21;21;672;binomial
623_fri_c4_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.175698375196238;train;4.02661434666667;11;304;630;7;10;700;continuous
623_fri_c4_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125134758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.285357113480313;test;4.02661434666667;11;304;630;7;10;700;continuous
1089_USCrime;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125150605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.339284858983138;train;1.03280172;5;200;410;5;7;33;continuous
1089_USCrime;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125150605_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.415201354105574;test;1.03280172;5;200;410;5;7;33;continuous
620_fri_c1_1000_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187117247432587;train;5.81541358331667;15;384;798;6;25;700;continuous
620_fri_c1_1000_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126082738_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.284822485823211;test;5.81541358331667;15;384;798;6;25;700;continuous
clean1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.745745405;3;34;74;22;92;334;binomial
clean1;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125164254_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999595223638939;test;0.745745405;3;34;74;22;92;334;binomial
contraceptive;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.71857231213296;train;3.19365412;8;9;150;3;9;1032;multinomial
contraceptive;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125134317_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.707909748050593;test;3.19365412;8;9;150;3;9;1032;multinomial
201_pol;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.568146833828177;train;2.836473255;12;244;512;20;26;10500;continuous
201_pol;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124150238_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.571920382305674;test;2.836473255;12;244;512;20;26;10500;continuous
analcatdata_japansolvent;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935294117647059;train;0.161157695;7;12;168;3;3;37;binomial
analcatdata_japansolvent;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.785714285714286;test;0.161157695;7;12;168;3;3;37;binomial
1030_ERA;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.735080596388516;train;0.277536443333333;8;20;292;4;4;700;continuous
1030_ERA;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082501_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789900817897108;test;0.277536443333333;8;20;292;4;4;700;continuous
breast;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991202568925877;train;0.800464986666667;3;160;326;10;10;490;binomial
breast;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125090946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997599385442673;test;0.800464986666667;3;160;326;10;10;490;binomial
analcatdata_germangss;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.746818318091668;train;0.17943973;11;5;114;1;5;280;multinomial
analcatdata_germangss;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125165036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.680528642829681;test;0.17943973;11;5;114;1;5;280;multinomial
294_satellite_image;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257989762125854;train;22.3818529133333;9;264;546;24;26;4505;continuous
294_satellite_image;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125090203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.318114591253233;test;22.3818529133333;9;264;546;24;26;4505;continuous
fars;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124200105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.862760056860543;train;184.812591363333;1;21;52;12;21;70678;multinomial
fars;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124200105_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866374270116047;test;184.812591363333;1;21;52;12;21;70678;multinomial
spambase;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.984964866825244;train;0.349969005;3;80;166;46;54;3221;binomial
spambase;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125115339_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98066324728608;test;0.349969005;3;80;166;46;54;3221;binomial
heart_h;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912779011953877;train;2.84889415166667;16;420;872;3;12;206;binomial
heart_h;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105815_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864069952305247;test;2.84889415166667;16;420;872;3;12;206;binomial
haberman;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.696532999164578;train;0.211491935;9;12;186;3;3;215;binomial
haberman;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125135523_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.767123287671233;test;0.211491935;9;12;186;3;3;215;binomial
631_fri_c1_500_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820231538035922;train;0.883684063333334;3;160;326;5;5;350;continuous
631_fri_c1_500_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124195516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851150093597775;test;0.883684063333334;3;160;326;5;5;350;continuous
hypothyroid;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938724711365321;train;1.682365815;20;80;880;11;20;2215;binomial
hypothyroid;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89300424765092;test;1.682365815;20;80;880;11;20;2215;binomial
596_fri_c2_250_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.785285032702545;train;0.09777796;3;25;156;5;5;175;continuous
596_fri_c2_250_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871538828338429;test;0.09777796;3;25;156;5;5;175;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.30292678753545;train;1.17520450833333;6;18;232;5;9;165;continuous
695_chatfield_4;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126112816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.37579574661021;test;1.17520450833333;6;18;232;5;9;165;continuous
cleve;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93258529465426;train;0.965722958333333;6;220;452;7;13;213;binomial
cleve;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125084242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898441427853193;test;0.965722958333333;6;220;452;7;13;213;binomial
colic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125180404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87317149081855;train;0.220350963333333;3;69;174;2;22;258;binomial
colic;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125180404_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906900775826868;test;0.220350963333333;3;69;174;2;22;258;binomial
letter;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978180265946582;train;73.3638006583333;1;16;42;15;16;14000;multinomial
letter;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083656_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977167208014434;test;73.3638006583333;1;16;42;15;16;14000;multinomial
603_fri_c0_250_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528410324429324;train;1.27472758498333;5;87;234;41;50;175;continuous
603_fri_c0_250_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.510781948880543;test;1.27472758498333;5;87;234;41;50;175;continuous
glass;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126103500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840634343434343;train;1.07671459;5;200;410;4;9;144;multinomial
glass;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126103500_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.753926282051282;test;1.07671459;5;200;410;4;9;144;multinomial
vowel;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126103350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998265447849766;train;1.48604160166667;3;160;326;8;13;693;multinomial
vowel;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126103350_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987347801309203;test;1.48604160166667;3;160;326;8;13;693;multinomial
mfeat_morphological;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916017385879375;train;0.0375661583333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125121357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9161451131302;test;0.0375661583333333;3;2;16;2;2;1400;multinomial
yeast;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.924255337953223;train;1.139512655;3;160;326;8;8;1036;multinomial
yeast;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092051_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887440147296484;test;1.139512655;3;160;326;8;8;1036;multinomial
glass2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126104438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.689957652752571;train;0.397971218333333;6;9;112;1;9;115;binomial
glass2;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126104438_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.530852994555354;test;0.397971218333333;6;9;112;1;9;115;binomial
crx;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986046912728527;train;0.794723133333333;3;160;326;13;13;483;binomial
crx;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124172454_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.929152148664344;test;0.794723133333333;3;160;326;13;13;483;binomial
631_fri_c1_500_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83847688150677;train;0.732135843333333;7;10;152;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125141041_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828145359465851;test;0.732135843333333;7;10;152;5;5;350;continuous
503_wind;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458033636818055;train;2.40726587666667;5;28;186;14;14;4602;continuous
503_wind;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454738129686765;test;2.40726587666667;5;28;186;14;14;4602;continuous
adult;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906094282675071;train;2.54705801333333;6;48;292;9;12;34190;binomial
adult;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126090900_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.902028791086544;test;2.54705801333333;6;48;292;9;12;34190;binomial
phoneme;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796058244657857;train;1.4208934;16;5;166;5;5;3783;binomial
phoneme;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125144538_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788088328310451;test;1.4208934;16;5;166;5;5;3783;binomial
1196_BNG_pharynx;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.66060456438565;train;23.2541122366667;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124211829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662466851676567;test;23.2541122366667;3;20;134;10;10;700000;continuous
218_house_8L;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455689366130894;train;0.618467063333333;9;40;418;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445909029348694;test;0.618467063333333;9;40;418;8;8;15949;continuous
621_fri_c0_100_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.523735236796245;train;1.20903102333333;9;20;378;10;10;70;continuous
621_fri_c0_100_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.498282121284618;test;1.20903102333333;9;20;378;10;10;70;continuous
analcatdata_boxing1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913793103448276;train;0.559337605;3;160;326;1;3;84;binomial
analcatdata_boxing1;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161905_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8796875;test;0.559337605;3;160;326;1;3;84;binomial
wine_recognition;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.82552277;3;160;326;13;13;125;multinomial
wine_recognition;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.82552277;3;160;326;13;13;125;multinomial
603_fri_c0_250_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472596955985228;train;0.986434026666667;3;72;150;26;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125124526_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.518315248755138;test;0.986434026666667;3;72;150;26;50;175;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837293616247497;train;0.949249211666667;3;48;146;18;25;700;continuous
592_fri_c4_1000_25;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125134827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.874077955150158;test;0.949249211666667;3;48;146;18;25;700;continuous
624_fri_c0_100_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.514263604151341;train;0.133969465;3;25;166;5;5;70;continuous
624_fri_c0_100_5;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124195924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.511074631530803;test;0.133969465;3;25;166;5;5;70;continuous
dermatology;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998739035087719;train;1.14666026;3;160;326;19;25;257;multinomial
dermatology;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991474850809889;test;1.14666026;3;160;326;19;25;257;multinomial
allhypo;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.829125340136054;train;8.61350779166667;3;25;134;10;25;2639;multinomial
allhypo;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126113717_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824165230360009;test;8.61350779166667;3;25;134;10;25;2639;multinomial
agaricus_lepiota;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125142838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;2.65483676;3;160;326;20;20;5702;binomial
agaricus_lepiota;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125142838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;2.65483676;3;160;326;20;20;5702;binomial
634_fri_c2_100_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.745357515298209;train;0.793096306666667;6;20;258;7;10;70;continuous
634_fri_c2_100_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194047_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794317460370905;test;0.793096306666667;6;20;258;7;10;70;continuous
coil2000;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.729928398495853;train;6.79103430833333;3;160;326;2;59;6876;binomial
coil2000;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.667365350224292;test;6.79103430833333;3;160;326;2;59;6876;binomial
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235257666405024;train;4.38777466166667;10;300;620;14;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346014296558161;test;4.38777466166667;10;300;620;14;50;700;continuous
prnn_crabs;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0972424666666667;3;16;98;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125110947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96484375;test;0.0972424666666667;3;16;98;4;4;140;binomial
1089_USCrime;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.380644251410506;train;0.846915625;13;10;272;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114906_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.521408674669415;test;0.846915625;13;10;272;5;5;33;continuous
519_vinnie;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484535111419834;train;1.00007854166667;3;160;326;2;2;266;continuous
519_vinnie;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125171227_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456968962965472;test;1.00007854166667;3;160;326;2;2;266;continuous
irish;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125210049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888185793798039;train;0.249481666666667;6;16;200;3;4;350;binomial
irish;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125210049_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877779770444763;test;0.249481666666667;6;16;200;3;4;350;binomial
612_fri_c1_1000_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223575410322568;train;1.045738655;3;160;326;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082732_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.278765988872488;test;1.045738655;3;160;326;5;5;700;continuous
analcatdata_bankruptcy;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.47301364;3;144;294;4;4;35;binomial
analcatdata_bankruptcy;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125124837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910714285714286;test;0.47301364;3;144;294;4;4;35;binomial
631_fri_c1_500_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.196727889362063;train;0.754440725;3;160;326;5;5;350;continuous
631_fri_c1_500_5;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125151803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35900594438084;test;0.754440725;3;160;326;5;5;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.816961989907152;train;2.36946329333333;20;326;692;3;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125191043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849955231580426;test;2.36946329333333;20;326;692;3;25;350;continuous
cmc;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.72536601847091;train;3.148305835;10;9;184;8;9;1032;multinomial
cmc;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124170453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685876059653383;test;3.148305835;10;9;184;8;9;1032;multinomial
waveform_40;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966370756959098;train;0.524136163333333;5;40;220;17;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144239_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97466745500212;test;0.524136163333333;5;40;220;17;40;3500;multinomial
magic;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859374196562883;train;3.783931205;5;200;410;9;9;13314;binomial
magic;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863674030930981;test;3.783931205;5;200;410;9;9;13314;binomial
vowel;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9675402023434;train;3.655650605;6;204;420;13;13;693;multinomial
vowel;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963567659483905;test;3.655650605;6;204;420;13;13;693;multinomial
glass;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865323393883051;train;0.783705458333333;3;160;326;5;9;144;multinomial
glass;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125122214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801663516068053;test;0.783705458333333;3;160;326;5;9;144;multinomial
593_fri_c1_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814515288086342;train;1.66499922;6;220;452;6;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125162258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867187710784925;test;1.66499922;6;220;452;6;10;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820583317325023;train;0.311465205;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126111755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.896182390868014;test;0.311465205;3;10;72;5;5;700;continuous
wine_quality_red;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.833066067688806;train;2.40300553833333;6;220;452;11;11;1120;multinomial
wine_quality_red;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124193043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828913094216851;test;2.40300553833333;6;220;452;11;11;1120;multinomial
626_fri_c2_500_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820993729615022;train;0.221490378333333;3;90;186;5;50;350;continuous
626_fri_c2_500_50;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847778610400141;test;0.221490378333333;3;90;186;5;50;350;continuous
505_tecator;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.120086521291649;train;1.244823755;5;200;410;8;18;168;continuous
505_tecator;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125121311_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.120519098713203;test;1.244823755;5;200;410;8;18;168;continuous
650_fri_c0_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.435081818633498;train;1.72213496833333;6;99;276;43;50;350;continuous
650_fri_c0_500_50;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124195255_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.490626501510736;test;1.72213496833333;6;99;276;43;50;350;continuous
294_satellite_image;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446641994605937;train;2.06154463166667;5;200;410;22;23;4505;continuous
294_satellite_image;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125144749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.457942165177245;test;2.06154463166667;5;200;410;22;23;4505;continuous
colic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125180404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.87563025210084;train;0.684690655;3;160;326;5;22;258;binomial
colic;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125180404_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91853817884851;test;0.684690655;3;160;326;5;22;258;binomial
confidence;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917098765432099;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974074074074074;test;;-Inf;-Inf;;1;1;51;multinomial
analcatdata_lawsuit;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987044817927171;train;0.799107451666667;3;160;326;2;4;185;binomial
analcatdata_lawsuit;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.799107451666667;3;160;326;2;4;185;binomial
prnn_fglass;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125182019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869438168987402;train;0.772310833333333;3;9;62;5;9;144;multinomial
prnn_fglass;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125182019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.875347222222222;test;0.772310833333333;3;9;62;5;9;144;multinomial
colic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.907077062791904;train;1.23947299333333;7;240;494;4;22;258;binomial
colic;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126090732_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.859943977591037;test;1.23947299333333;7;240;494;4;22;258;binomial
581_fri_c3_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827410193869744;train;0.15690733;3;90;186;10;25;350;continuous
581_fri_c3_500_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824630373786902;test;0.15690733;3;90;186;10;25;350;continuous
haberman;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.722064094454986;train;1.92536265666667;10;300;620;1;3;215;binomial
haberman;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084745_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.655336257309942;test;1.92536265666667;10;300;620;1;3;215;binomial
waveform_40;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.950411221909794;train;2.20772635666667;6;220;452;14;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124210104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.952124830625019;test;2.20772635666667;6;220;452;14;40;3500;multinomial
583_fri_c1_1000_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81848836301804;train;4.28214156833333;12;100;528;36;50;700;continuous
583_fri_c1_1000_50;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152950_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.844259370306012;test;4.28214156833333;12;100;528;36;50;700;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.439024565153078;train;2.323056405;12;292;608;2;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126113235_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.559776293403896;test;2.323056405;12;292;608;2;24;175;continuous
lupus;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.962121212121212;train;2.28143895833333;11;320;662;1;2;61;binomial
lupus;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125125029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.816568047337278;test;2.28143895833333;11;320;662;1;2;61;binomial
auto;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998466513539652;train;1.09639936666667;6;220;452;10;22;142;multinomial
auto;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126084924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968245098039216;test;1.09639936666667;6;220;452;10;22;142;multinomial
581_fri_c3_500_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837070808107225;train;2.044409565;7;50;318;24;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124145613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866656263141539;test;2.044409565;7;50;318;24;25;350;continuous
heart_statlog;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968576066790352;train;0.40284874;3;13;84;12;13;189;binomial
heart_statlog;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124195036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.842717258261934;test;0.40284874;3;13;84;12;13;189;binomial
595_fri_c0_1000_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126090434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483556504106203;train;1.25910140166667;5;184;378;9;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126090434_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524545811822008;test;1.25910140166667;5;184;378;9;10;700;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827251194525999;train;1.59259643;7;48;318;4;24;350;continuous
584_fri_c4_500_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.781299582320591;test;1.59259643;7;48;318;4;24;350;continuous
fars;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881256183830706;train;64.8178329449833;0;100;200;10;21;70678;multinomial
fars;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192522_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884204434045091;test;64.8178329449833;0;100;200;10;21;70678;multinomial
letter;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977766658110932;train;7.25886910833333;11;16;320;14;16;14000;multinomial
letter;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083656_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976659650617998;test;7.25886910833333;11;16;320;14;16;14000;multinomial
ann_thyroid;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991718854226225;train;0.823923778333333;8;21;314;3;21;5040;multinomial
ann_thyroid;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192154_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989805225830071;test;0.823923778333333;8;21;314;3;21;5040;multinomial
344_mv;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.427562951845343;train;0.731753448333333;9;50;418;7;10;28538;continuous
344_mv;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.436694145117368;test;0.731753448333333;9;50;418;7;10;28538;continuous
Hill_Valley_with_noise;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.539579447553069;train;0.71102431;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.526379006264064;test;0.71102431;3;160;326;1;1;849;binomial
flags;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805750127334465;train;3.02141172333333;14;364;756;23;36;125;multinomial
flags;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126100058_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.668458333333333;test;3.02141172333333;14;364;756;23;36;125;multinomial
wdbc;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124183051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991183677818027;train;1.63726474335;3;22;134;9;22;399;binomial
wdbc;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124183051_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994545454545455;test;1.63726474335;3;22;134;9;22;399;binomial
646_fri_c3_500_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22231426949031;train;1.88783623;7;240;494;5;10;350;continuous
646_fri_c3_500_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124145124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.337783446438879;test;1.88783623;7;240;494;5;10;350;continuous
optdigits;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999483831157974;train;9.27173386833333;5;200;410;50;60;3934;multinomial
optdigits;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170513_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998633513559306;test;9.27173386833333;5;200;410;50;60;3934;multinomial
294_satellite_image;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.335655790570542;train;4.76896084833333;3;160;326;25;25;4505;continuous
294_satellite_image;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193544_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.390670798608552;test;4.76896084833333;3;160;326;25;25;4505;continuous
titanic;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784976412861696;train;1.66043282166667;11;248;518;5;8;1545;binomial
titanic;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125084527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795713096559379;test;1.66043282166667;11;248;518;5;8;1545;binomial
biomed;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97875816993464;train;0.308311346666667;6;32;284;5;8;147;binomial
biomed;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126083943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865131578947369;test;0.308311346666667;6;32;284;5;8;147;binomial
687_sleuth_ex1605;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.594382835248531;train;1.11333252166667;5;200;410;2;4;44;continuous
687_sleuth_ex1605;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124164730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.7744736926415;test;1.11333252166667;5;200;410;2;4;44;continuous
1595_poker;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.752940834904946;train;227.584614461667;0;100;200;5;10;717507;continuous
1595_poker;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125164244_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.752387120114431;test;227.584614461667;0;100;200;5;10;717507;continuous
hepatitis;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890963203463203;train;1.56288155166667;8;260;536;1;18;109;binomial
hepatitis;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125082752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784415584415585;test;1.56288155166667;8;260;536;1;18;109;binomial
pima;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.821618401759531;train;0.701045983333333;3;160;326;7;8;538;binomial
pima;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125161901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853081740276862;test;0.701045983333333;3;160;326;7;8;538;binomial
optdigits;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999832375665483;train;2.989169575;5;60;222;41;61;3934;multinomial
optdigits;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124175029_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995567978211055;test;2.989169575;5;60;222;41;61;3934;multinomial
Hill_Valley_with_noise;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.55157143650397;train;0.0414614766666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125082325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.497502436647174;test;0.0414614766666667;3;4;32;1;1;849;binomial
227_cpu_small;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31468064006081;train;0.442869516683333;9;60;428;3;12;5735;continuous
227_cpu_small;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124160041_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.308526851668304;test;0.442869516683333;9;60;428;3;12;5735;continuous
credit_g;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.823998176249616;train;4.70272008333333;12;20;454;17;20;700;binomial
credit_g;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124152305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.770301152810929;test;4.70272008333333;12;20;454;17;20;700;binomial
643_fri_c2_500_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844957034275485;train;1.73851358833333;9;257;532;17;25;350;continuous
643_fri_c2_500_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125170911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886133522446331;test;1.73851358833333;9;257;532;17;25;350;continuous
608_fri_c3_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.836603223933553;train;2.26830055;20;298;636;5;10;700;continuous
608_fri_c3_1000_10;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151611_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853605968014085;test;2.26830055;20;298;636;5;10;700;continuous
678_visualizing_environmental;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.750526616377639;train;0.336072305016667;9;6;118;3;3;78;continuous
678_visualizing_environmental;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126112955_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.67151028913206;test;0.336072305016667;9;6;118;3;3;78;continuous
225_puma8NH;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125132949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.73869949736581;train;0.894797685;7;16;240;3;8;5735;continuous
225_puma8NH;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125132949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.771017679132804;test;0.894797685;7;16;240;3;8;5735;continuous
analcatdata_cyyoung9302;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905333333333333;train;0.582423995;3;160;326;3;6;65;binomial
analcatdata_cyyoung9302;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126113907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978260869565217;test;0.582423995;3;160;326;3;6;65;binomial
shuttle;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.870555164809897;train;31.4252463916667;6;220;452;9;9;40600;multinomial
shuttle;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125154632_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885643764311795;test;31.4252463916667;6;220;452;9;9;40600;multinomial
663_rabe_266;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.135454670807684;train;0.06196420665;3;10;80;2;2;84;continuous
663_rabe_266;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125160740_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.123685662163245;test;0.06196420665;3;10;80;2;2;84;continuous
satimage;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9768274221848;train;1.00247497;8;25;344;10;25;4505;multinomial
satimage;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974805753793288;test;1.00247497;8;25;344;10;25;4505;multinomial
627_fri_c2_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827726087627895;train;0.963276475;6;20;246;4;10;350;continuous
627_fri_c2_500_10;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124210636_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830324123342378;test;0.963276475;6;20;246;4;10;350;continuous
560_bodyfat;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0374312708144566;train;0.15801359;3;65;186;1;13;177;continuous
560_bodyfat;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124185137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0360108795224479;test;0.15801359;3;65;186;1;13;177;continuous
schizo;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.65874016835914;train;0.137362066666667;5;13;132;6;13;238;multinomial
schizo;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112219_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.54190774670524;test;0.137362066666667;5;13;132;6;13;238;multinomial
colic;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897885018334207;train;4.48133987835;14;22;524;4;22;258;binomial
colic;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125121644_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850723140495868;test;4.48133987835;14;22;524;4;22;258;binomial
spectf;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.924002186987425;train;1.13673048333333;6;220;452;41;44;245;binomial
spectf;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124170606_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.879084967320262;test;1.13673048333333;6;220;452;41;44;245;binomial
analcatdata_asbestos;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125131823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936781609195402;train;0.110195135;5;3;36;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125131823_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.7265625;test;0.110195135;5;3;36;3;3;59;binomial
584_fri_c4_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811950450515212;train;0.196265413333333;3;90;186;5;25;350;continuous
584_fri_c4_500_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124145125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.802215476148807;test;0.196265413333333;3;90;186;5;25;350;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331628599351005;train;3.05227081833333;11;304;630;21;50;175;continuous
603_fri_c0_250_50;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126105933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.584546558621979;test;3.05227081833333;11;304;630;21;50;175;continuous
ionosphere;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983611250268375;train;0.572315703333333;8;122;384;30;32;246;binomial
ionosphere;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124163353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.870031796502385;test;0.572315703333333;8;122;384;30;32;246;binomial
wine_recognition;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0653043283333333;3;13;56;13;13;125;multinomial
wine_recognition;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124192425_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0653043283333333;3;13;56;13;13;125;multinomial
590_fri_c0_1000_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.479610388733366;train;0.233941606666667;3;90;186;8;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125105625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482204799294682;test;0.233941606666667;3;90;186;8;50;700;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914452414951608;train;2.04159924833333;3;18;124;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162212_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.916469701504568;test;2.04159924833333;3;18;124;9;9;81648;continuous
breast_cancer;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763416075650118;train;1.16990095665;20;36;864;3;9;201;binomial
breast_cancer;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124181002_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.666333333333333;test;1.16990095665;20;36;864;3;9;201;binomial
hypothyroid;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887710812392488;train;1.34377577333333;15;80;670;16;20;2215;binomial
hypothyroid;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083639_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.868513676588898;test;1.34377577333333;15;80;670;16;20;2215;binomial
210_cloud;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.254829890923337;train;0.211170053333333;5;25;240;3;5;76;continuous
210_cloud;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173831_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.366606514109572;test;0.211170053333333;5;25;240;3;5;76;continuous
mfeat_fourier;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977619090898527;train;33.1664273216667;2;46;96;18;76;1400;multinomial
mfeat_fourier;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125195300_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965062863522236;test;33.1664273216667;2;46;96;18;76;1400;multinomial
iris;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995078995078995;train;1.17662931833333;5;200;410;1;3;105;multinomial
iris;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082531_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998217468805704;test;1.17662931833333;5;200;410;1;3;105;multinomial
analcatdata_germangss;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.818491468455558;train;0.727895381666667;3;160;326;5;5;280;multinomial
analcatdata_germangss;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125100718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.752271463892208;test;0.727895381666667;3;160;326;5;5;280;multinomial
analcatdata_happiness;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709821428571429;train;0.321682146666667;11;3;72;1;3;42;multinomial
analcatdata_happiness;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125115137_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638888888888889;test;0.321682146666667;11;3;72;1;3;42;multinomial
allhyper;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977603599179493;train;1.56009649333333;16;25;666;13;25;2640;multinomial
allhyper;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125130229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.854267373414379;test;1.56009649333333;16;25;666;13;25;2640;multinomial
breast;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985774992797465;train;0.585408898333333;9;36;410;2;9;490;binomial
breast;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125170910_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978147423352903;test;0.585408898333333;9;36;410;2;9;490;binomial
591_fri_c1_100_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846608998740045;train;0.540233898333333;10;50;470;1;10;70;continuous
591_fri_c1_100_10;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.40245627023164;test;0.540233898333333;10;50;470;1;10;70;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914431274387201;train;0.408563508333333;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164442_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916426376569549;test;0.408563508333333;3;45;166;9;9;81648;continuous
allbp;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994855470452706;train;1.76322766666667;3;160;326;3;25;2641;multinomial
allbp;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124204236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970669212506079;test;1.76322766666667;3;160;326;3;25;2641;multinomial
591_fri_c1_100_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.686179730881801;train;0.858646921666667;8;20;332;10;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112546_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.14995110661635;test;0.858646921666667;8;20;332;10;10;70;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.843500768128402;train;0.181894148333333;3;85;176;10;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124165459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.844060861882784;test;0.181894148333333;3;85;176;10;25;700;continuous
lupus;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.825514874141877;train;0.625468425;3;160;326;2;2;61;binomial
lupus;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.889880952380952;test;0.625468425;3;160;326;2;2;61;binomial
1096_FacultySalaries;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430391046279595;train;0.915849298333333;5;200;410;1;2;35;continuous
1096_FacultySalaries;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.300437081383038;test;0.915849298333333;5;200;410;1;2;35;continuous
294_satellite_image;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.483870791675585;train;1.91588207666667;3;44;146;23;23;4505;continuous
294_satellite_image;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125083036_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.491203806027122;test;1.91588207666667;3;44;146;23;23;4505;continuous
Hill_Valley_without_noise;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.51200812755374;train;0.03417106;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.497692494534855;test;0.03417106;3;4;32;1;1;849;binomial
spectf;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995059288537549;train;2.25808918666667;9;280;578;40;44;245;binomial
spectf;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125173810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944280078895464;test;2.25808918666667;9;280;578;40;44;245;binomial
mfeat_morphological;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916213792054218;train;0.04084310835;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145735_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.914498323826829;test;0.04084310835;3;2;16;2;2;1400;multinomial
579_fri_c0_250_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.456971191712708;train;0.882157865;3;160;326;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.623997288331463;test;0.882157865;3;160;326;5;5;175;continuous
sleep;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.899295429156401;train;32.473451075;2;140;284;13;13;74136;multinomial
sleep;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124200758_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.895998459290032;test;32.473451075;2;140;284;13;13;74136;multinomial
mfeat_karhunen;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996550847918306;train;3.15198093833333;7;240;494;33;64;1400;multinomial
mfeat_karhunen;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124210914_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996901115072347;test;3.15198093833333;7;240;494;33;64;1400;multinomial
611_fri_c3_100_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.753467131307507;train;0.909548001666667;3;160;326;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125165752_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00141165167525;test;0.909548001666667;3;160;326;4;4;70;continuous
Hill_Valley_without_noise;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125143427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.530183792815372;train;0.85871255;3;160;326;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125143427_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.458126036484245;test;0.85871255;3;160;326;1;1;849;binomial
colic;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124154016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888455997904662;train;0.866487996666667;12;88;552;2;22;258;binomial
colic;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124154016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855027548209366;test;0.866487996666667;12;88;552;2;22;258;binomial
635_fri_c0_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.589310720011744;train;1.11315936666667;9;20;370;8;10;175;continuous
635_fri_c0_250_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123431_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488235969369472;test;1.11315936666667;9;20;370;8;10;175;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.43934474721362;train;0.0508562766666667;3;4;32;2;2;35;continuous
1096_FacultySalaries;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125115648_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.326633880220483;test;0.0508562766666667;3;4;32;2;2;35;continuous
wdbc;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999259650978318;train;0.851667788316667;3;160;326;14;22;399;binomial
wdbc;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125160420_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991305697873001;test;0.851667788316667;3;160;326;14;22;399;binomial
appendicitis;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858313817330211;train;0.183190253333333;6;4;54;3;4;75;binomial
appendicitis;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113028_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857142857142857;test;0.183190253333333;6;4;54;3;4;75;binomial
breast;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993096590909091;train;0.900980701666667;3;160;326;2;9;490;binomial
breast;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124163034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.983699845679012;test;0.900980701666667;3;160;326;2;9;490;binomial
522_pm10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838310658099507;train;1.10191875166667;6;14;182;4;7;350;continuous
522_pm10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173614_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840711941820708;test;1.10191875166667;6;14;182;4;7;350;continuous
allbp;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981433794091435;train;30.0835274383333;8;25;296;25;25;2641;multinomial
allbp;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125084855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982076780758557;test;30.0835274383333;8;25;296;25;25;2641;multinomial
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82489166449651;train;0.527833325016667;3;72;150;5;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125162229_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.859666407593943;test;0.527833325016667;3;72;150;5;50;700;continuous
banana;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.547333512661425;train;0.06728889;3;2;16;2;2;3710;binomial
banana;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124180305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.535168053777209;test;0.06728889;3;2;16;2;2;3710;binomial
schizo;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.954486025377229;train;4.32273401666667;20;500;1040;9;13;238;multinomial
schizo;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125085107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.540652056277056;test;4.32273401666667;20;500;1040;9;13;238;multinomial
641_fri_c1_500_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823647357896091;train;1.95369069335;15;279;590;9;10;350;continuous
641_fri_c1_500_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134308_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.878096495290069;test;1.95369069335;15;279;590;9;10;350;continuous
allhypo;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111631_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710659467181078;train;0.520269026666667;6;25;244;1;25;2639;multinomial
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651_fri_c0_100_25;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125140631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495946143289304;train;2.86083222833333;17;50;738;24;25;70;continuous
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519_vinnie;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.441496474655296;train;0.524659978333333;3;160;326;1;2;266;continuous
519_vinnie;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125121536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.572219895783169;test;0.524659978333333;3;160;326;1;2;266;continuous
615_fri_c4_250_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.260334403813825;train;1.25603850166667;6;220;452;3;9;175;continuous
615_fri_c4_250_10;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.500628941437005;test;1.25603850166667;6;220;452;3;9;175;continuous
cloud;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;train;0.19211583;3;5;36;0;5;76;multinomial
cloud;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126112228_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.5;test;0.19211583;3;5;36;0;5;76;multinomial
623_fri_c4_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.207945557966532;train;3.16491845666667;13;312;650;5;10;700;continuous
623_fri_c4_1000_10;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.289788875743051;test;3.16491845666667;13;312;650;5;10;700;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124174705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32816670021382;train;10.4423147833333;9;280;578;22;70;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124174705_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446694062162261;test;10.4423147833333;9;280;578;22;70;742;continuous
collins;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.293289515;3;160;326;1;20;340;multinomial
collins;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.293289515;3;160;326;1;20;340;multinomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.531857421331106;train;1.33607072;7;240;494;1;1;849;binomial
Hill_Valley_without_noise;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125173654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.475047601498679;test;1.33607072;7;240;494;1;1;849;binomial
586_fri_c3_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180305614578061;train;7.13767617;16;356;744;4;25;700;continuous
586_fri_c3_1000_25;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124212616_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.275436302000117;test;7.13767617;16;356;744;4;25;700;continuous
movement_libras;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999931469298246;train;3.11802536335;9;280;578;12;20;252;multinomial
movement_libras;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971487992449727;test;3.11802536335;9;280;578;12;20;252;multinomial
561_cpu;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.161237867898436;train;0.664579404983333;3;160;326;3;7;147;continuous
561_cpu;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.249558825923117;test;0.664579404983333;3;160;326;3;7;147;continuous
712_chscase_geyser1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.547986478851828;train;0.116313376666667;3;4;32;1;2;156;continuous
712_chscase_geyser1;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126083309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.41305481618862;test;0.116313376666667;3;4;32;1;2;156;continuous
biomed;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911857707509881;train;0.473051273333333;6;8;102;3;8;147;binomial
biomed;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125113602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.911904761904762;test;0.473051273333333;6;8;102;3;8;147;binomial
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82014659216006;train;3.7795244;14;50;608;3;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125105241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.788102271703418;test;3.7795244;14;50;608;3;25;700;continuous
movement_libras;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.688662253333333;6;23;240;19;23;252;multinomial
movement_libras;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124164231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87800561494439;test;0.688662253333333;6;23;240;19;23;252;multinomial
buggyCrx;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.949123652766778;train;0.613165408333333;9;56;418;12;14;483;binomial
buggyCrx;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162020_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863805604546345;test;0.613165408333333;9;56;418;12;14;483;binomial
agaricus_lepiota;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999596593345392;train;1.70816016501667;3;160;326;18;20;5702;binomial
agaricus_lepiota;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181302_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999587942140097;test;1.70816016501667;3;160;326;18;20;5702;binomial
ann_thyroid;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999579996232966;train;2.49903542833333;3;160;326;5;21;5040;multinomial
ann_thyroid;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124201657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998948095124337;test;2.49903542833333;3;160;326;5;21;5040;multinomial
iris;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995703125;train;0.757104068333333;3;160;326;2;3;105;multinomial
iris;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124175830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.975925925925926;test;0.757104068333333;3;160;326;2;3;105;multinomial
654_fri_c0_500_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.514489461189372;train;1.26173060331667;5;195;400;6;10;350;continuous
654_fri_c0_500_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124161856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.578536359341678;test;1.26173060331667;5;195;400;6;10;350;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383065690010889;train;0.65550264;3;160;326;1;1;33;continuous
659_sleuth_ex1714;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083249_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326507666156315;test;0.65550264;3;160;326;1;1;33;continuous
542_pollution;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.474251214461517;train;0.855986166666667;9;20;314;10;10;42;continuous
542_pollution;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125082732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.898001227470564;test;0.855986166666667;9;20;314;10;10;42;continuous
flags;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985095755517827;train;1.79135458833333;7;240;494;24;36;125;multinomial
flags;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125181509_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.613583333333333;test;1.79135458833333;7;240;494;24;36;125;multinomial
analcatdata_japansolvent;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954411764705882;train;0.26846511;3;112;230;5;5;37;binomial
analcatdata_japansolvent;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125151954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.910714285714286;test;0.26846511;3;112;230;5;5;37;binomial
sleep;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894972617062349;train;32.464407345;1;120;242;13;13;74136;multinomial
sleep;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160431_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.894547491108671;test;32.464407345;1;120;242;13;13;74136;multinomial
movement_libras;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987066392482049;train;2.74580300831667;7;240;494;12;20;252;multinomial
movement_libras;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192911_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.960914087613067;test;2.74580300831667;7;240;494;12;20;252;multinomial
227_cpu_small;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.293622134834098;train;3.57061119;11;288;598;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126101913_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.291004581506591;test;3.57061119;11;288;598;3;12;5735;continuous
glass2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.719932844932845;train;0.46158068;6;8;106;6;8;115;binomial
glass2;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.734375;test;0.46158068;6;8;106;6;8;115;binomial
1595_poker;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814106538986736;train;31.2238828383333;2;140;284;1;10;717507;continuous
1595_poker;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814681921364762;test;31.2238828383333;2;140;284;1;10;717507;continuous
ecoli;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995265263474636;train;1.03376292833333;5;200;410;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083734_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977401960784314;test;1.03376292833333;5;200;410;5;5;229;multinomial
glass2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984175289105295;train;1.67088293666667;9;280;578;4;9;115;binomial
glass2;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125125323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.751304347826087;test;1.67088293666667;9;280;578;4;9;115;binomial
616_fri_c4_500_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124192521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8426888466438;train;1.68802771668333;8;260;536;4;49;350;continuous
616_fri_c4_500_50;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124192521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835099146742735;test;1.68802771668333;8;260;536;4;49;350;continuous
twonorm;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998174112744326;train;1.4428581;3;160;326;20;20;5180;binomial
twonorm;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125203840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997397632779596;test;1.4428581;3;160;326;20;20;5180;binomial
analcatdata_boxing2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74213691026827;train;0.190536013333333;7;3;48;1;3;93;binomial
analcatdata_boxing2;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162334_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.508571428571429;test;0.190536013333333;7;3;48;1;3;93;binomial
pendigits;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999614254413648;train;7.22176561166667;3;160;326;16;16;7695;multinomial
pendigits;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124203907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999461210008911;test;7.22176561166667;3;160;326;16;16;7695;multinomial
648_fri_c1_250_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126110453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.22081824499362;train;3.28153863666667;14;358;744;3;50;175;continuous
648_fri_c1_250_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126110453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497761980631059;test;3.28153863666667;14;358;744;3;50;175;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808028455799871;train;0.49790433;8;50;376;9;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857788481848952;test;0.49790433;8;50;376;9;10;700;continuous
mfeat_fourier;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977468914212912;train;0.482534316666667;3;50;138;15;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966033513737023;test;0.482534316666667;3;50;138;15;76;1400;multinomial
horse_colic;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902970616725864;train;0.878879295;3;160;326;4;22;258;binomial
horse_colic;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125094241_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.849593495934959;test;0.878879295;3;160;326;4;22;258;binomial
608_fri_c3_1000_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832796486932585;train;0.779949288333333;8;20;328;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125095616_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866190838929229;test;0.779949288333333;8;20;328;5;10;700;continuous
wine_recognition;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.306012428333333;3;13;56;8;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115508_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991792929292929;test;0.306012428333333;3;13;56;8;13;125;multinomial
glass;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998126684636119;train;3.62135121833333;19;480;998;7;9;144;multinomial
glass;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125193038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922360248447205;test;3.62135121833333;19;480;998;7;9;144;multinomial
1191_BNG_pbc;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795736853411562;train;4.67181032166667;7;90;344;16;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125182556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794967516511681;test;4.67181032166667;7;90;344;16;18;700000;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817691721996048;train;0.40767241165;10;30;460;2;6;103;continuous
665_sleuth_case2002;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123837_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733879875545545;test;0.40767241165;10;30;460;2;6;103;continuous
cleveland;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.702782943105524;train;6.576470785;11;13;274;4;13;213;multinomial
cleveland;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124203653_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.606958951033244;test;6.576470785;11;13;274;4;13;213;multinomial
wine_recognition;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.854084701666667;3;160;326;10;13;125;multinomial
wine_recognition;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.854084701666667;3;160;326;10;13;125;multinomial
601_fri_c1_250_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799737462920327;train;0.846173858333333;3;160;326;5;5;175;continuous
601_fri_c1_250_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126113643_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814938131495411;test;0.846173858333333;3;160;326;5;5;175;continuous
649_fri_c0_500_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473348332640984;train;1.07146814666667;3;160;326;5;5;350;continuous
649_fri_c0_500_5;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126082303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.439576159512029;test;1.07146814666667;3;160;326;5;5;350;continuous
658_fri_c3_250_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.909413059427488;train;0.681537775;10;125;480;9;25;175;continuous
658_fri_c3_250_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125174907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.05998374519767;test;0.681537775;10;125;480;9;25;175;continuous
687_sleuth_ex1605;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.627051334800627;train;0.40577142;8;10;170;5;5;44;continuous
687_sleuth_ex1605;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.672540820506812;test;0.40577142;8;10;170;5;5;44;continuous
wine_recognition;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.596774076683333;3;160;326;13;13;125;multinomial
wine_recognition;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125095841_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.596774076683333;3;160;326;13;13;125;multinomial
695_chatfield_4;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286966475309634;train;0.73489465;3;160;326;9;10;165;continuous
695_chatfield_4;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126114445_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.356676934705316;test;0.73489465;3;160;326;9;10;165;continuous
analcatdata_happiness;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;train;0.429198086666667;3;128;262;2;3;42;multinomial
analcatdata_happiness;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5;test;0.429198086666667;3;128;262;2;3;42;multinomial
analcatdata_authorship;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.08415317166667;3;160;326;70;70;589;multinomial
analcatdata_authorship;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999922946524888;test;1.08415317166667;3;160;326;70;70;589;multinomial
analcatdata_lawsuit;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.229825688333333;3;112;230;4;4;185;binomial
analcatdata_lawsuit;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125133842_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993243243243243;test;0.229825688333333;3;112;230;4;4;185;binomial
650_fri_c0_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.28152018896125;train;4.18230126835;11;288;598;46;50;350;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090411_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461344960955886;test;4.18230126835;11;288;598;46;50;350;continuous
calendarDOW;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125122640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929507706456881;train;1.69615194833333;7;240;494;14;15;280;multinomial
calendarDOW;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125122640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797519219286461;test;1.69615194833333;7;240;494;14;15;280;multinomial
glass2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992269635126778;train;2.64079268333333;20;419;878;8;9;115;binomial
glass2;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193926_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934744268077601;test;2.64079268333333;20;419;878;8;9;115;binomial
wine_quality_white;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638355891607838;train;1.129712945;3;11;64;1;11;3429;multinomial
wine_quality_white;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124162125_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.593371905046182;test;1.129712945;3;11;64;1;11;3429;multinomial
nikuradse_2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125145140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818492030313067;train;0.0367774883333333;3;2;16;1;1;254;continuous
nikuradse_2;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125145140_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770787326847318;test;0.0367774883333333;3;2;16;1;1;254;continuous
haberman;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.716643662295836;train;2.441619715;20;372;786;1;3;215;binomial
haberman;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.671875;test;2.441619715;20;372;786;1;3;215;binomial
618_fri_c3_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81646513775038;train;1.30431086166667;5;200;410;13;50;700;continuous
618_fri_c3_1000_50;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124204703_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849993821114435;test;1.30431086166667;5;200;410;13;50;700;continuous
207_autoPrice;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124161319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.408804742851111;train;0.780624633333333;13;50;596;4;10;112;continuous
207_autoPrice;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124161319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.304229831166576;test;0.780624633333333;13;50;596;4;10;112;continuous
haberman;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717162133670673;train;0.0982050933333333;3;3;24;2;3;215;binomial
haberman;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125103536_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.656067251461988;test;0.0982050933333333;3;3;24;2;3;215;binomial
credit_g;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.77828663022011;train;2.06456752;20;80;880;3;20;700;binomial
credit_g;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112612_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.74779301537949;test;2.06456752;20;80;880;3;20;700;binomial
spambase;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126101023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985551381299332;train;0.649704038333333;6;140;292;43;54;3221;binomial
spambase;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126101023_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97717158035463;test;0.649704038333333;6;140;292;43;54;3221;binomial
allrep;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980247058823529;train;2.72345783166667;5;200;410;5;24;2641;multinomial
allrep;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134233_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988302595628415;test;2.72345783166667;5;200;410;5;24;2641;multinomial
712_chscase_geyser1;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398994151619311;train;0.583026053333333;3;160;326;1;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122118_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.510574423344366;test;0.583026053333333;3;160;326;1;2;156;continuous
582_fri_c1_500_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790832065765211;train;1.31836577498333;5;50;234;4;25;350;continuous
582_fri_c1_500_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124153742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878629814970974;test;1.31836577498333;5;50;234;4;25;350;continuous
564_fried;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353595837031175;train;43.7598699666833;2;140;284;5;10;28538;continuous
564_fried;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125173918_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361237084847171;test;43.7598699666833;2;140;284;5;10;28538;continuous
227_cpu_small;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.205608429212736;train;3.47784461166667;9;24;396;12;12;5735;continuous
227_cpu_small;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.18696999066951;test;3.47784461166667;9;24;396;12;12;5735;continuous
1196_BNG_pharynx;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.660372977519956;train;37.8512655083333;0;100;200;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125082620_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.661625284716129;test;37.8512655083333;0;100;200;10;10;700000;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125203627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808957193069652;train;2.05622796835;10;300;620;5;50;350;continuous
626_fri_c2_500_50;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125203627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845203890820188;test;2.05622796835;10;300;620;5;50;350;continuous
credit_g;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928547576113194;train;4.63371352666667;20;453;946;20;20;700;binomial
credit_g;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.784742657265005;test;4.63371352666667;20;453;946;20;20;700;binomial
594_fri_c2_100_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125134915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84093191475617;train;1.35891831333333;5;200;410;1;5;70;continuous
594_fri_c2_100_5;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125134915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.11848188561074;test;1.35891831333333;5;200;410;1;5;70;continuous
sonar;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.79830985915493;train;1.36091445;16;199;720;3;60;146;binomial
sonar;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124326_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.754273504273504;test;1.36091445;16;199;720;3;60;146;binomial
analcatdata_boxing1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.668569711538462;train;2.44152158166667;16;420;872;2;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.605769230769231;test;2.44152158166667;16;420;872;2;3;84;binomial
192_vineyard;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.497460855641763;train;0.524564743333333;3;160;326;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083243_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.595097755095718;test;0.524564743333333;3;160;326;1;1;37;continuous
588_fri_c4_1000_100;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124155405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.837424018809564;train;0.27122697165;3;90;186;7;99;700;continuous
588_fri_c4_1000_100;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124155405_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850581984012855;test;0.27122697165;3;90;186;7;99;700;continuous
banana;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.549115328037658;train;0.0753566516666667;3;2;16;2;2;3710;binomial
banana;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194849_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.534707874196511;test;0.0753566516666667;3;2;16;2;2;3710;binomial
604_fri_c4_500_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234799375302026;train;0.662376973333333;3;160;326;5;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125131954_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.361111520507369;test;0.662376973333333;3;160;326;5;10;350;continuous
641_fri_c1_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834379280577857;train;0.478758758333333;10;50;460;10;10;350;continuous
641_fri_c1_500_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125112125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817575195316561;test;0.478758758333333;10;50;460;10;10;350;continuous
650_fri_c0_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47162692942735;train;1.70917089166667;12;244;512;16;50;350;continuous
650_fri_c0_500_50;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150338_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480855309671259;test;1.70917089166667;12;244;512;16;50;350;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124211852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82555395558654;train;0.986759231666667;3;72;150;38;50;700;continuous
622_fri_c2_1000_50;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124211852_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828464099363716;test;0.986759231666667;3;72;150;38;50;700;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.81877826839017;train;0.191699628333333;3;10;76;4;5;70;continuous
594_fri_c2_100_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124162837_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.914007301040075;test;0.191699628333333;3;10;76;4;5;70;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.589508686757364;train;30.3341536733333;7;240;494;8;9;21773;continuous
1193_BNG_lowbwt;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126090153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.59543272295972;test;30.3341536733333;7;240;494;8;9;21773;continuous
mnist;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995069153018724;train;74.46596584;0;100;200;589;590;49000;multinomial
mnist;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994285631180467;test;74.46596584;0;100;200;589;590;49000;multinomial
hepatitis;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125204648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.837121212121212;train;0.169167178333333;3;72;174;7;19;109;binomial
hepatitis;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125204648_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.67012987012987;test;0.169167178333333;3;72;174;7;19;109;binomial
ann_thyroid;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992490102865392;train;0.28051764165;3;20;126;5;20;5040;multinomial
ann_thyroid;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124155653_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991549746267627;test;0.28051764165;3;20;126;5;20;5040;multinomial
yeast;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892028100695191;train;0.137040658333333;5;8;88;7;8;1036;multinomial
yeast;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124191550_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883762288098235;test;0.137040658333333;5;8;88;7;8;1036;multinomial
dermatology;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.76527301666667;3;25;134;23;25;257;multinomial
dermatology;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124200515_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995455882352941;test;2.76527301666667;3;25;134;23;25;257;multinomial
cmc;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.715004923497305;train;0.11897468665;5;9;96;8;9;1032;multinomial
cmc;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.712838422812422;test;0.11897468665;5;9;96;8;9;1032;multinomial
bupa;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.700485072077612;train;0.566685003333333;3;160;326;5;5;242;binomial
bupa;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125111750_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.626239511823036;test;0.566685003333333;3;160;326;5;5;242;binomial
diabetes;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.837056886915244;train;1.05724056833333;9;8;152;8;8;538;binomial
diabetes;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124181309_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84312761249078;test;1.05724056833333;9;8;152;8;8;538;binomial
heart_statlog;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.95002319109462;train;0.665262156666667;3;160;326;11;13;189;binomial
heart_statlog;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125090139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855569155446757;test;0.665262156666667;3;160;326;11;13;189;binomial
tokyo1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977023934983433;train;0.79306778;3;160;326;21;22;672;binomial
tokyo1;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124155446_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.975257731958763;test;0.79306778;3;160;326;21;22;672;binomial
641_fri_c1_500_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861616954892031;train;0.368465813333333;8;50;376;3;10;350;continuous
641_fri_c1_500_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125123937_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827873941297215;test;0.368465813333333;8;50;376;3;10;350;continuous
wine_quality_red;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.822775135207779;train;2.20594500833333;8;212;440;9;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125170421_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.788131406487457;test;2.20594500833333;8;212;440;9;11;1120;multinomial
spambase;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986359559278069;train;3.15896912166667;3;160;326;55;55;3221;binomial
spambase;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125193231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978886252855804;test;3.15896912166667;3;160;326;55;55;3221;binomial
cleveland;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124191612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.882160614314461;train;1.38792756833333;6;220;452;5;13;213;multinomial
cleveland;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124191612_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.694031073446328;test;1.38792756833333;6;220;452;5;13;213;multinomial
542_pollution;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35174422617522;train;1.52676331331667;10;294;608;6;10;42;continuous
542_pollution;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125130012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.686759043112756;test;1.52676331331667;10;294;608;6;10;42;continuous
579_fri_c0_250_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.458288281381261;train;0.0985693283333333;3;25;156;5;5;175;continuous
579_fri_c0_250_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162141_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.597242562632669;test;0.0985693283333333;3;25;156;5;5;175;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.217099502490143;train;0.17536212;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125105329_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.194778524038702;test;0.17536212;3;6;48;3;3;333;continuous
cmc;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.714562060055244;train;1.288995635;3;160;326;9;9;1032;multinomial
cmc;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.709031035961084;test;1.288995635;3;160;326;9;9;1032;multinomial
503_wind;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.316930793695918;train;17.90594722;16;397;826;14;14;4602;continuous
503_wind;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126085129_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.437832955718845;test;17.90594722;16;397;826;14;14;4602;continuous
635_fri_c0_250_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.553225716946096;train;0.288059228333333;6;50;292;6;10;175;continuous
635_fri_c0_250_10;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124185413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.519014456615328;test;0.288059228333333;6;50;292;6;10;175;continuous
658_fri_c3_250_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818310635013057;train;2.22541207166667;8;260;536;6;25;175;continuous
658_fri_c3_250_25;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125135014_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.904540381514291;test;2.22541207166667;8;260;536;6;25;175;continuous
537_houses;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.577368887028074;train;0.150958623333333;3;30;166;6;6;14448;continuous
537_houses;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113359_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.580929551175641;test;0.150958623333333;3;30;166;6;6;14448;continuous
tae;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.711054287962234;train;0.0928795816666667;6;5;68;5;5;106;multinomial
tae;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124152242_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.653801169590643;test;0.0928795816666667;6;5;68;5;5;106;multinomial
562_cpu_small;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.32052570969023;train;1.95659604333333;5;24;182;3;12;5735;continuous
562_cpu_small;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126084545_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318519581686828;test;1.95659604333333;5;24;182;3;12;5735;continuous
pendigits;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999531560671183;train;6.21475170665;3;160;326;15;16;7695;multinomial
pendigits;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125095353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999267797464837;test;6.21475170665;3;160;326;15;16;7695;multinomial
527_analcatdata_election2000;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.252318225811214;train;1.48154069166667;20;276;592;3;3;47;continuous
527_analcatdata_election2000;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124173310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.263441178799903;test;1.48154069166667;20;276;592;3;3;47;continuous
optdigits;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998319610106146;train;1.69477892833333;5;57;222;28;61;3934;multinomial
optdigits;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126083850_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995003536665938;test;1.69477892833333;5;57;222;28;61;3934;multinomial
612_fri_c1_1000_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.854806798507317;train;0.156449166666667;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203235_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.834156388402058;test;0.156449166666667;3;25;156;5;5;700;continuous
1191_BNG_pbc;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794947038757583;train;35.5057867416667;4;36;188;18;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125182556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794175532983289;test;35.5057867416667;4;36;188;18;18;700000;continuous
allbp;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975452743038321;train;31.976908;9;25;366;23;25;2641;multinomial
allbp;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124152853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973764162194395;test;31.976908;9;25;366;23;25;2641;multinomial
confidence;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956111111111111;train;0.889674171666667;3;160;326;1;1;51;multinomial
confidence;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911111111111111;test;0.889674171666667;3;160;326;1;1;51;multinomial
613_fri_c3_250_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124164356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.228764186060042;train;0.682223535;3;160;326;5;5;175;continuous
613_fri_c3_250_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124164356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.389263397990335;test;0.682223535;3;160;326;5;5;175;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.437231898720938;train;1.87866963;9;139;402;69;72;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125155258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.38168794097861;test;1.87866963;9;139;402;69;72;742;continuous
banana;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985163843550152;train;2.20536648665;3;160;326;2;2;3710;binomial
banana;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125193442_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966711948912666;test;2.20536648665;3;160;326;2;2;3710;binomial
colic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.947557149260421;train;1.20504677166667;5;200;410;18;22;258;binomial
colic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902853015529072;test;1.20504677166667;5;200;410;18;22;258;binomial
225_puma8NH;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.765228194593128;train;0.634308045;3;16;112;2;8;5735;continuous
225_puma8NH;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125085938_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.751944385019471;test;0.634308045;3;16;112;2;8;5735;continuous
adult;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883141932071337;train;9.882515305;3;12;76;5;12;34190;binomial
adult;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879531658653748;test;9.882515305;3;12;76;5;12;34190;binomial
iris;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99765625;train;0.685955575;3;160;326;3;3;105;multinomial
iris;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985185185185185;test;0.685955575;3;160;326;3;3;105;multinomial
592_fri_c4_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851395862231853;train;0.736799973333333;3;45;146;5;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125111013_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83783981367974;test;0.736799973333333;3;45;146;5;25;700;continuous
labor;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997150997150997;train;0.625368263333333;3;160;326;10;15;40;binomial
labor;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126085020_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985714285714286;test;0.625368263333333;3;160;326;10;15;40;binomial
1595_poker;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814053426600106;train;35.0444154933333;1;120;242;10;10;717507;continuous
1595_poker;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125194204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814629748261233;test;35.0444154933333;1;120;242;10;10;717507;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799369212922233;train;0.60848758665;12;50;544;6;10;700;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125124511_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787111616573478;test;0.60848758665;12;50;544;6;10;700;continuous
tokyo1;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997857005573707;train;0.880362258333333;3;160;326;5;21;672;binomial
tokyo1;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171803_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979665825977301;test;0.880362258333333;3;160;326;5;21;672;binomial
hungarian;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892540427751695;train;2.37491560166667;14;12;324;3;12;206;binomial
hungarian;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.898652291105121;test;2.37491560166667;14;12;324;3;12;206;binomial
ecoli;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971508853567549;train;1.21573977;5;200;410;5;5;229;multinomial
ecoli;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124193510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98265639589169;test;1.21573977;5;200;410;5;5;229;multinomial
churn;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.861685409730473;train;2.374494285;20;244;528;7;15;3500;binomial
churn;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125200323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.856163761801017;test;2.374494285;20;244;528;7;15;3500;binomial
1201_BNG_breastTumor;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915386001013822;train;1.08058335166667;5;45;250;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125125757_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917321018601706;test;1.08058335166667;5;45;250;8;9;81648;continuous
labor;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.586405311666667;3;160;326;15;15;40;binomial
labor;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084220_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9;test;0.586405311666667;3;160;326;15;15;40;binomial
vehicle;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.782554891503119;train;0.1491114;5;13;128;3;13;593;multinomial
vehicle;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794311116397469;test;0.1491114;5;13;128;3;13;593;multinomial
586_fri_c3_1000_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818415454744883;train;0.166527936666667;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125090139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820004688948492;test;0.166527936666667;3;85;176;5;25;700;continuous
ecoli;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982969243072369;train;0.0570142433333333;3;6;44;5;6;229;multinomial
ecoli;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125164315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.956977992485239;test;0.0570142433333333;3;6;44;5;6;229;multinomial
593_fri_c1_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.830614176587013;train;0.136541793333333;3;49;166;9;10;700;continuous
593_fri_c1_1000_10;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124213055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818590591663521;test;0.136541793333333;3;49;166;9;10;700;continuous
saheart;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.751820262117745;train;0.570515256666667;3;160;326;9;9;324;binomial
saheart;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125092115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.7221027479092;test;0.570515256666667;3;160;326;9;9;324;binomial
german;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845054902567275;train;0.907123609983333;3;160;326;20;20;700;binomial
german;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126082556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764097341337907;test;0.907123609983333;3;160;326;20;20;700;binomial
505_tecator;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.048828169543233;train;0.73343372;3;160;326;16;16;168;continuous
505_tecator;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0489003035426654;test;0.73343372;3;160;326;16;16;168;continuous
heart_c;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.888002835371256;train;0.897406285;3;160;326;13;13;213;binomial
heart_c;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932629462041227;test;0.897406285;3;160;326;13;13;213;binomial
analcatdata_aids;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124191036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953947368421053;train;0.990743183333333;6;212;436;1;3;35;binomial
analcatdata_aids;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124191036_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.472222222222222;test;0.990743183333333;6;212;436;1;3;35;binomial
695_chatfield_4;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.327215076316521;train;1.022867095;3;160;326;2;5;165;continuous
695_chatfield_4;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125171141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.317415899486514;test;1.022867095;3;160;326;2;5;165;continuous
225_puma8NH;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756626833342288;train;1.12912052;6;16;206;2;8;5735;continuous
225_puma8NH;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126092446_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.74287671593028;test;1.12912052;6;16;206;2;8;5735;continuous
new_thyroid;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126100840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999332264957265;train;0.303474335;3;5;36;2;5;151;multinomial
new_thyroid;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126100840_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992000752870318;test;0.303474335;3;5;36;2;5;151;multinomial
522_pm10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845630771491253;train;0.578031553333333;3;160;326;7;7;350;continuous
522_pm10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124193229_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.875530183765052;test;0.578031553333333;3;160;326;7;7;350;continuous
ecoli;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954794971822827;train;0.942971961666667;3;160;326;5;5;229;multinomial
ecoli;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124173115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98188025210084;test;0.942971961666667;3;160;326;5;5;229;multinomial
611_fri_c3_100_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126115339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.753503117923918;train;1.428146455;5;200;410;4;4;70;continuous
611_fri_c3_100_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126115339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.00149490018038;test;1.428146455;5;200;410;4;4;70;continuous
588_fri_c4_1000_100;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124155405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827983597521826;train;3.64608235333333;10;163;444;20;99;700;continuous
588_fri_c4_1000_100;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124155405_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845797664246988;test;3.64608235333333;10;163;444;20;99;700;continuous
horse_colic;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917888947092719;train;2.69272098666667;8;22;312;9;22;258;binomial
horse_colic;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838154269972452;test;2.69272098666667;8;22;312;9;22;258;binomial
nikuradse_2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840871117831297;train;0.0441534983333333;3;5;40;0;1;254;continuous
nikuradse_2;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160515_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.743468290883518;test;0.0441534983333333;3;5;40;0;1;254;continuous
vehicle;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947567993840982;train;1.41737300166667;7;208;430;13;13;593;multinomial
vehicle;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124205726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.945091800579869;test;1.41737300166667;7;208;430;13;13;593;multinomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918666666666667;train;0.519539221666667;3;160;326;5;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126112041_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.956521739130435;test;0.519539221666667;3;160;326;5;7;65;binomial
cloud;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.663229965899403;train;0.347645310016667;8;6;104;4;6;76;multinomial
cloud;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082222_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.452270723104056;test;0.347645310016667;8;6;104;4;6;76;multinomial
heart_statlog;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91414540528336;train;1.11111276833333;14;52;636;4;13;189;binomial
heart_statlog;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126110713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792553191489362;test;1.11111276833333;14;52;636;4;13;189;binomial
649_fri_c0_500_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27862226347469;train;0.655994755;3;160;326;5;5;350;continuous
649_fri_c0_500_5;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126105620_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.398257294747741;test;0.655994755;3;160;326;5;5;350;continuous
665_sleuth_case2002;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.703111955657619;train;0.285769618333333;3;12;88;4;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835136719796324;test;0.285769618333333;3;12;88;4;6;103;continuous
analcatdata_cyyoung9302;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929333333333333;train;0.666346288316667;3;160;326;4;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082410_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880434782608696;test;0.666346288316667;3;160;326;4;7;65;binomial
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126110706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.176708316164225;train;0.109570015;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126110706_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.292835763911379;test;0.109570015;3;15;120;3;3;333;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.932669437949017;train;0.940233923333333;3;160;326;1;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083903_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.910835752814516;test;0.940233923333333;3;160;326;1;10;175;continuous
225_puma8NH;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.755407761532795;train;0.394972078333333;9;40;418;3;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126113433_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765914712789972;test;0.394972078333333;9;40;418;3;8;5735;continuous
574_house_16H;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.578941344873868;train;0.692492898333333;9;75;428;15;15;15949;continuous
574_house_16H;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125143956_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.599045565151749;test;0.692492898333333;9;75;428;15;15;15949;continuous
adult;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.921713109281705;train;30.8397658033333;3;160;326;10;12;34190;binomial
adult;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125195037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904627743598271;test;30.8397658033333;3;160;326;10;12;34190;binomial
sleep;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883165572597247;train;1.57373889166667;3;13;88;10;13;74136;multinomial
sleep;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.881646417580665;test;1.57373889166667;3;13;88;10;13;74136;multinomial
227_cpu_small;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296322184893903;train;2.92930926;11;256;534;3;12;5735;continuous
227_cpu_small;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125084122_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.289048725736727;test;2.92930926;11;256;534;3;12;5735;continuous
560_bodyfat;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0414365004032418;train;0.638457198333333;3;160;326;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0391062570609986;test;0.638457198333333;3;160;326;1;13;177;continuous
503_wind;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459864562834671;train;2.20685491166667;11;273;568;14;14;4602;continuous
503_wind;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125175856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455530791461974;test;2.20685491166667;11;273;568;14;14;4602;continuous
satimage;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992605791983518;train;3.01670234;3;160;326;27;27;4505;multinomial
satimage;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985590116125167;test;3.01670234;3;160;326;27;27;4505;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125184008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989544941222877;train;0.423037956666667;3;32;128;26;32;1400;multinomial
mfeat_zernike;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125184008_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944998909202863;test;0.423037956666667;3;32;128;26;32;1400;multinomial
haberman;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.727727272727273;train;0.259745715;5;3;36;2;3;215;binomial
haberman;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125152539_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.667751479289941;test;0.259745715;5;3;36;2;3;215;binomial
credit_g;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817834005972656;train;1.707361475;20;80;880;11;20;700;binomial
credit_g;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768308256065738;test;1.707361475;20;80;880;11;20;700;binomial
iris;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990616246498599;train;0.647116293333333;3;160;326;1;3;105;multinomial
iris;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992361111111111;test;0.647116293333333;3;160;326;1;3;105;multinomial
623_fri_c4_1000_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.166992592469263;train;2.47293833166667;9;280;578;4;10;700;continuous
623_fri_c4_1000_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125121516_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281962862270058;test;2.47293833166667;9;280;578;4;10;700;continuous
analcatdata_lawsuit;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99859943977591;train;0.64843548;3;160;326;2;4;185;binomial
analcatdata_lawsuit;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114121_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.64843548;3;160;326;2;4;185;binomial
564_fried;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48238822359462;train;0.244465780016667;3;50;166;7;10;28538;continuous
564_fried;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126083614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.481561953675482;test;0.244465780016667;3;50;166;7;10;28538;continuous
nikuradse_1;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.201364101626341;train;0.106042016666667;3;4;32;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125123320_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.191946823278433;test;0.106042016666667;3;4;32;2;2;254;continuous
letter;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980628725339714;train;57.92044259;1;16;42;16;16;14000;multinomial
letter;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125123103_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979307363529764;test;57.92044259;1;16;42;16;16;14000;multinomial
641_fri_c1_500_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.192180647277609;train;2.33720294833333;8;260;536;10;10;350;continuous
641_fri_c1_500_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.357371529477856;test;2.33720294833333;8;260;536;10;10;350;continuous
analcatdata_boxing2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787511870845204;train;2.57221467833333;12;340;704;2;3;93;binomial
analcatdata_boxing2;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160232_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.679144385026738;test;2.57221467833333;12;340;704;2;3;93;binomial
1191_BNG_pbc;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.770841586207433;train;366.687308793333;0;100;200;10;18;700000;continuous
1191_BNG_pbc;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111801_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.77132609774234;test;366.687308793333;0;100;200;10;18;700000;continuous
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labor;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126085020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971428571428571;test;0.63232599335;3;160;326;15;15;40;binomial
599_fri_c2_1000_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.79085784257575;train;0.901007875;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125125838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840138105372275;test;0.901007875;3;160;326;5;5;700;continuous
nikuradse_1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.177090992282974;train;0.0688031383333333;3;10;80;2;2;254;continuous
nikuradse_1;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125144649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.233159383031741;test;0.0688031383333333;3;10;80;2;2;254;continuous
dermatology;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997822297044519;train;1.01544813;3;160;326;19;25;257;multinomial
dermatology;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125162103_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991036414565826;test;1.01544813;3;160;326;19;25;257;multinomial
1096_FacultySalaries;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125204056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.28122077896313;train;0.149012701666667;7;10;160;1;2;35;continuous
1096_FacultySalaries;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125204056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.556095752599806;test;0.149012701666667;7;10;160;1;2;35;continuous
192_vineyard;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.70215117292355;train;0.82473717;3;160;326;1;1;37;continuous
192_vineyard;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.805718611694181;test;0.82473717;3;160;326;1;1;37;continuous
sonar;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936373873873874;train;0.610357973333333;7;137;342;23;60;146;binomial
sonar;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125104830_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832432432432433;test;0.610357973333333;7;137;342;23;60;146;binomial
344_mv;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125200211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.452288307662062;train;0.732215908333333;3;18;122;9;9;28538;continuous
344_mv;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125200211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.454331812849386;test;0.732215908333333;3;18;122;9;9;28538;continuous
635_fri_c0_250_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.539651823485969;train;0.210515141666667;5;50;250;8;10;175;continuous
635_fri_c0_250_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160301_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.518308511407029;test;0.210515141666667;5;50;250;8;10;175;continuous
analcatdata_bankruptcy;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911764705882353;train;0.65243035;5;192;394;3;3;35;binomial
analcatdata_bankruptcy;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946428571428571;test;0.65243035;5;192;394;3;3;35;binomial
Hill_Valley_without_noise;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.599575401010157;train;3.85064372333333;20;500;1040;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124202226_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.532215787869552;test;3.85064372333333;20;500;1040;1;1;849;binomial
fars;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.832859472866235;train;30.5404598583333;12;21;428;3;21;70678;multinomial
fars;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863025037689252;test;30.5404598583333;12;21;428;3;21;70678;multinomial
522_pm10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.567885664303052;train;1.51831172666667;6;220;452;7;7;350;continuous
522_pm10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125122708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.688253129316087;test;1.51831172666667;6;220;452;7;7;350;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.161406398348436;train;4.25940091833333;16;372;776;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125153913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272840484528644;test;4.25940091833333;16;372;776;5;5;700;continuous
appendicitis;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.878888888888889;train;0.54857488;3;160;326;4;4;75;binomial
appendicitis;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.72;test;0.54857488;3;160;326;4;4;75;binomial
633_fri_c0_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.326846832780862;train;0.838781948333333;3;160;326;25;25;350;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125160451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.491955260619441;test;0.838781948333333;3;160;326;25;25;350;continuous
197_cpu_act;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205075616455986;train;3.548717455;3;160;326;10;17;5735;continuous
197_cpu_act;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125100219_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227041109404873;test;3.548717455;3;160;326;10;17;5735;continuous
635_fri_c0_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.542352581513812;train;0.320192475;7;50;334;6;10;175;continuous
635_fri_c0_250_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125083907_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.549285276081324;test;0.320192475;7;50;334;6;10;175;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867255784495028;train;0.132999066666667;3;25;166;1;5;70;continuous
594_fri_c2_100_5;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172152_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891348414968881;test;0.132999066666667;3;25;166;1;5;70;continuous
651_fri_c0_100_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.684466534408746;train;0.758386038333333;11;125;522;15;25;70;continuous
651_fri_c0_100_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150328_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.571839580494153;test;0.758386038333333;11;125;522;15;25;70;continuous
mfeat_factors;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124212232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;5.40370603833333;5;200;410;118;134;1400;multinomial
mfeat_factors;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124212232_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994776728943219;test;5.40370603833333;5;200;410;118;134;1400;multinomial
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.257592827814434;train;1.19339915001667;3;160;326;5;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125143824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.346557831199825;test;1.19339915001667;3;160;326;5;25;700;continuous
nikuradse_1;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.193268096660366;train;0.069185995;3;10;80;2;2;254;continuous
nikuradse_1;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126112654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.180485467715623;test;0.069185995;3;10;80;2;2;254;continuous
634_fri_c2_100_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.652788497014837;train;0.272061821666667;6;45;302;9;9;70;continuous
634_fri_c2_100_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124181128_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.872265755922678;test;0.272061821666667;6;45;302;9;9;70;continuous
648_fri_c1_250_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125204724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.728802828276954;train;0.188882463333333;3;90;186;12;50;175;continuous
648_fri_c1_250_50;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125204724_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.850160082861299;test;0.188882463333333;3;90;186;12;50;175;continuous
spambase;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125123333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985965139426111;train;1.37566041666667;3;160;326;47;54;3221;binomial
spambase;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125123333_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978326507036337;test;1.37566041666667;3;160;326;47;54;3221;binomial
678_visualizing_environmental;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.693540331253695;train;0.08519204;3;15;102;3;3;78;continuous
678_visualizing_environmental;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126115146_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780611163121799;test;0.08519204;3;15;102;3;3;78;continuous
649_fri_c0_500_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226435489447011;train;1.762180175;8;260;536;5;5;350;continuous
649_fri_c0_500_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378527748110847;test;1.762180175;8;260;536;5;5;350;continuous
letter;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981393341148648;train;91.0932665783333;1;16;42;16;16;14000;multinomial
letter;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979843445286909;test;91.0932665783333;1;16;42;16;16;14000;multinomial
backache;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124183845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881603773584906;train;3.08427147833333;16;302;636;14;32;126;binomial
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712_chscase_geyser1;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124165014_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.578709189681356;test;0.210956993333333;7;4;64;1;2;156;continuous
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628_fri_c3_1000_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125170506_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.877019065770717;test;0.36560484;5;10;112;4;5;700;continuous
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603_fri_c0_250_50;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126084523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.584858337078101;train;1.12364417833333;5;200;410;43;50;175;continuous
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687_sleuth_ex1605;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125092434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.874658575214672;test;0.435096721666667;9;25;402;3;5;44;continuous
spambase;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98998791057229;train;3.28899078333333;3;160;326;54;54;3221;binomial
spambase;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969434935797568;test;3.28899078333333;3;160;326;54;54;3221;binomial
562_cpu_small;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.183277031224164;train;7.22829316833333;3;160;326;10;12;5735;continuous
562_cpu_small;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170402_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213516194661529;test;7.22829316833333;3;160;326;10;12;5735;continuous
207_autoPrice;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.359422121460597;train;0.936261743333333;5;20;218;4;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124193553_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.524367875212662;test;0.936261743333333;5;20;218;4;10;112;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81985994261453;train;1.87351597;6;220;452;5;10;700;continuous
608_fri_c3_1000_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125205100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826694456235127;test;1.87351597;6;220;452;5;10;700;continuous
coil2000;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.709474269155247;train;9.22725460333333;19;368;774;4;59;6876;binomial
coil2000;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125090655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.682575206785733;test;9.22725460333333;19;368;774;4;59;6876;binomial
547_no2;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.693653711140294;train;0.65916218;3;160;326;5;7;350;continuous
547_no2;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193418_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.744371305815982;test;0.65916218;3;160;326;5;7;350;continuous
hepatitis;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905149051490515;train;1.48619103833333;9;280;578;14;19;109;binomial
hepatitis;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161352_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853658536585366;test;1.48619103833333;9;280;578;14;19;109;binomial
collins;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126112021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.02949987333333;3;144;294;1;20;340;multinomial
collins;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126112021_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.02949987333333;3;144;294;1;20;340;multinomial
609_fri_c0_1000_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488430862153055;train;0.118466371666667;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494358364239948;test;0.118466371666667;3;25;156;5;5;700;continuous
mfeat_zernike;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.97689983904846;train;2.08675402333333;3;160;326;16;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976519070812731;test;2.08675402333333;3;160;326;16;33;1400;multinomial
712_chscase_geyser1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469358325974076;train;0.64811092665;3;160;326;1;2;156;continuous
712_chscase_geyser1;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126110627_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452297454618048;test;0.64811092665;3;160;326;1;2;156;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.717875597093336;train;1.38055756335;9;18;338;7;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124213113_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.702850974652761;test;1.38055756335;9;18;338;7;9;12248;continuous
saheart;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.81738683127572;train;1.09617340833333;6;220;452;9;9;324;binomial
saheart;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125092233_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.728309481216458;test;1.09617340833333;6;220;452;9;9;324;binomial
penguins;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999778737262112;train;0.566294626666667;3;160;326;3;7;241;multinomial
penguins;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160038_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99962962962963;test;0.566294626666667;3;160;326;3;7;241;multinomial
1030_ERA;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747843398047702;train;0.572939286666667;8;8;140;4;4;700;continuous
1030_ERA;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083713_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.748198135358481;test;0.572939286666667;8;8;140;4;4;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.825173480972132;train;0.223075065;3;90;186;5;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125120524_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.859552619950473;test;0.223075065;3;90;186;5;50;700;continuous
hepatitis;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.851731601731602;train;0.883536978333333;3;160;326;2;19;109;binomial
hepatitis;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125194915_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.679220779220779;test;0.883536978333333;3;160;326;2;19;109;binomial
646_fri_c3_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810690659385253;train;0.713780165;3;20;130;5;10;350;continuous
646_fri_c3_500_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125114924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786965690179829;test;0.713780165;3;20;130;5;10;350;continuous
nikuradse_2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783001156819466;train;0.0481979133333333;3;5;40;0;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.901141095722281;test;0.0481979133333333;3;5;40;0;1;254;continuous
titanic;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780914873300947;train;0.805841253333333;3;160;326;2;8;1545;binomial
titanic;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.778795965202541;test;0.805841253333333;3;160;326;2;8;1545;binomial
505_tecator;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125130748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0476644223167241;train;1.51310009166667;6;220;452;6;18;168;continuous
505_tecator;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125130748_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0742896730931885;test;1.51310009166667;6;220;452;6;18;168;continuous
192_vineyard;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.616447424738911;train;2.595743985;20;437;914;1;1;37;continuous
192_vineyard;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124164035_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.80483418949334;test;2.595743985;20;437;914;1;1;37;continuous
wdbc;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994447382337388;train;0.523618088333333;3;160;326;18;23;399;binomial
wdbc;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211747_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.987734823785127;test;0.523618088333333;3;160;326;18;23;399;binomial
1201_BNG_breastTumor;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.914300126102118;train;0.927851098333333;7;45;334;9;9;81648;continuous
1201_BNG_breastTumor;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165518_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916244522911049;test;0.927851098333333;7;45;334;9;9;81648;continuous
pima;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.828572299160534;train;0.89637877;14;32;620;7;8;538;binomial
pima;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847709006545696;test;0.89637877;14;32;620;7;8;538;binomial
581_fri_c3_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840343825407966;train;0.808258208333333;3;160;326;23;25;350;continuous
581_fri_c3_500_25;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125115344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901997358069645;test;0.808258208333333;3;160;326;23;25;350;continuous
breast_w;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.286020065;5;32;240;7;8;490;binomial
breast_w;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126083547_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978142626913779;test;0.286020065;5;32;240;7;8;490;binomial
561_cpu;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.105527219435773;train;0.410624453333333;8;35;376;7;7;147;continuous
561_cpu;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125122808_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.114348028811659;test;0.410624453333333;8;35;376;7;7;147;continuous
612_fri_c1_1000_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831341913121092;train;0.876676141666667;10;10;212;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125093324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.896161026450357;test;0.876676141666667;10;10;212;5;5;700;continuous
lupus;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829519450800915;train;2.33334461333333;20;459;964;1;2;61;binomial
lupus;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124162123_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.87202380952381;test;2.33334461333333;20;459;964;1;2;61;binomial
644_fri_c4_250_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.957471755238985;train;0.415946831666667;7;120;354;0;24;175;continuous
644_fri_c4_250_25;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125175148_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.977890245801933;test;0.415946831666667;7;120;354;0;24;175;continuous
657_fri_c2_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.920361009542805;train;1.06112940333333;3;160;326;1;10;175;continuous
657_fri_c2_250_10;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094304_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.901630702252089;test;1.06112940333333;3;160;326;1;10;175;continuous
649_fri_c0_500_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.473329787817423;train;0.113749938333333;3;25;156;5;5;350;continuous
649_fri_c0_500_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194818_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.439330629966546;test;0.113749938333333;3;25;156;5;5;350;continuous
waveform_40;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967966244520202;train;28.615598665;6;40;262;17;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163253_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970765993919171;test;28.615598665;6;40;262;17;40;3500;multinomial
ecoli;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975114866373036;train;1.01639523166667;7;5;76;4;5;229;multinomial
ecoli;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124153042_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980311134115482;test;1.01639523166667;7;5;76;4;5;229;multinomial
hepatitis;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.79362591431557;train;2.43275353;15;19;552;7;19;109;binomial
hepatitis;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125160341_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.830555555555556;test;2.43275353;15;19;552;7;19;109;binomial
583_fri_c1_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124191634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823162256885093;train;0.222168971666667;3;90;186;8;50;700;continuous
583_fri_c1_1000_50;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124191634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82730491688129;test;0.222168971666667;3;90;186;8;50;700;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125143305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.875440129806192;train;0.258589896666667;8;20;334;2;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125143305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.95538998200217;test;0.258589896666667;8;20;334;2;4;70;continuous
1030_ERA;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.734008148178552;train;0.127992958333333;5;15;148;3;3;700;continuous
1030_ERA;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803703911532988;test;0.127992958333333;5;15;148;3;3;700;continuous
prnn_crabs;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995692307692308;train;0.625510075;3;160;326;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125180344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994285714285714;test;0.625510075;3;160;326;4;4;140;binomial
663_rabe_266;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.109525510568949;train;0.0605847916666667;3;10;80;2;2;84;continuous
663_rabe_266;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124151918_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.110363408600624;test;0.0605847916666667;3;10;80;2;2;84;continuous
dermatology;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998741477272727;train;6.43036664666667;5;25;210;19;25;257;multinomial
dermatology;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083416_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989803921568627;test;6.43036664666667;5;25;210;19;25;257;multinomial
heart_c;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.949252136752137;train;0.66389766;3;160;326;12;13;213;binomial
heart_c;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125113405_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914186507936508;test;0.66389766;3;160;326;12;13;213;binomial
churn;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986398531375167;train;9.63495932833333;18;364;764;14;15;3500;binomial
churn;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908454903509805;test;9.63495932833333;18;364;764;14;15;3500;binomial
192_vineyard;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.500683423077446;train;0.667865276666667;3;160;326;1;2;37;continuous
192_vineyard;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125084506_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.504624423726528;test;0.667865276666667;3;160;326;1;2;37;continuous
analcatdata_lawsuit;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993256262042389;train;0.663432136666667;3;160;326;4;4;185;binomial
analcatdata_lawsuit;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172838_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.663432136666667;3;160;326;4;4;185;binomial
ring;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.768038626786667;train;1.134760625;13;80;586;20;20;5180;binomial
ring;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125121209_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779676883808354;test;1.134760625;13;80;586;20;20;5180;binomial
glass;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915123247518819;train;0.191665056666667;8;9;146;4;9;144;multinomial
glass;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125174230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.80408947700063;test;0.191665056666667;8;9;146;4;9;144;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.781880911426146;train;0.386635681666667;10;11;214;7;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180930_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779032135768407;test;0.386635681666667;10;11;214;7;11;1120;multinomial
appendicitis;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.857777777777778;train;0.479591051683333;3;160;326;4;4;75;binomial
appendicitis;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125182145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88;test;0.479591051683333;3;160;326;4;4;75;binomial
auto;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883852108036891;train;2.73030100166667;5;20;172;15;20;142;multinomial
auto;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.840767195767196;test;2.73030100166667;5;20;172;15;20;142;multinomial
606_fri_c2_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.176290762854937;train;3.85827950833333;11;304;630;5;10;700;continuous
606_fri_c2_1000_10;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.277873470229661;test;3.85827950833333;11;304;630;5;10;700;continuous
210_cloud;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.248922050825243;train;0.386678986666667;9;25;400;3;5;76;continuous
210_cloud;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083821_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423385477974718;test;0.386678986666667;9;25;400;3;5;76;continuous
horse_colic;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904133031966419;train;0.864674216666667;3;160;326;17;22;258;binomial
horse_colic;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125173627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.841286673736303;test;0.864674216666667;3;160;326;17;22;258;binomial
titanic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.878083783814629;train;3.83157592333333;13;305;636;6;8;1545;binomial
titanic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121945_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.801595773069328;test;3.83157592333333;13;305;636;6;8;1545;binomial
634_fri_c2_100_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.685812504349543;train;0.851827334983333;3;160;326;9;9;70;continuous
634_fri_c2_100_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125145239_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.888095870218375;test;0.851827334983333;3;160;326;9;9;70;continuous
1030_ERA;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.720816808462487;train;0.711577661666667;3;160;326;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125192224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.787007150680108;test;0.711577661666667;3;160;326;4;4;700;continuous
597_fri_c2_500_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816703048940141;train;0.364971683333333;3;10;72;5;5;350;continuous
597_fri_c2_500_5;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837926276830777;test;0.364971683333333;3;10;72;5;5;350;continuous
allhyper;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989381275928569;train;1.01446689166667;10;25;370;21;25;2640;multinomial
allhyper;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.871901977165135;test;1.01446689166667;10;25;370;21;25;2640;multinomial
626_fri_c2_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.883456538012823;train;0.664837155;11;199;426;2;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124151000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.87002454690149;test;0.664837155;11;199;426;2;50;350;continuous
mfeat_morphological;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950882120297721;train;0.05601924;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124204858_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.937015754884589;test;0.05601924;3;3;24;3;3;1400;multinomial
breast;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998368439384773;train;0.99992398;5;10;104;9;10;490;binomial
breast;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125122533_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.977697841726619;test;0.99992398;5;10;104;9;10;490;binomial
649_fri_c0_500_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477583057344007;train;0.484253955;5;10;112;4;5;350;continuous
649_fri_c0_500_5;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201556_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.4480925790217;test;0.484253955;5;10;112;4;5;350;continuous
cleve;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125100839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925260510240747;train;0.626072388333333;3;160;326;13;13;213;binomial
cleve;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125100839_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884881422924901;test;0.626072388333333;3;160;326;13;13;213;binomial
601_fri_c1_250_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.295832411117897;train;1.05735771;6;220;452;5;5;175;continuous
601_fri_c1_250_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421355293903444;test;1.05735771;6;220;452;5;5;175;continuous
635_fri_c0_250_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.549018630205737;train;1.39036442833333;5;200;410;8;10;175;continuous
635_fri_c0_250_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125164351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517141015071173;test;1.39036442833333;5;200;410;8;10;175;continuous
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.634003907984723;train;0.944982611666667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124171407_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.528826856413063;test;0.944982611666667;3;160;326;1;1;849;binomial
605_fri_c2_250_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124201331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.793861470224894;train;0.707651725;10;125;480;12;25;175;continuous
605_fri_c2_250_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124201331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.752360903245522;test;0.707651725;10;125;480;12;25;175;continuous
analcatdata_bankruptcy;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990196078431373;train;0.494266581666667;3;160;326;4;4;35;binomial
analcatdata_bankruptcy;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170351_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.982142857142857;test;0.494266581666667;3;160;326;4;4;35;binomial
207_autoPrice;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2010264063678;train;1.18048163666667;6;220;452;3;11;112;continuous
207_autoPrice;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124201849_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.480699322793164;test;1.18048163666667;6;220;452;3;11;112;continuous
phoneme;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.800165689881541;train;0.263459538333333;6;20;202;5;5;3783;binomial
phoneme;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125113601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804948287260626;test;0.263459538333333;6;20;202;5;5;3783;binomial
waveform_21;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967302396171583;train;0.560575293333333;8;21;290;18;21;3500;multinomial
waveform_21;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111720_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962925142934442;test;0.560575293333333;8;21;290;18;21;3500;multinomial
mnist;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995497499220428;train;2281.94371809667;0;6;12;659;663;49000;multinomial
mnist;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124175825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993544933022961;test;2281.94371809667;0;6;12;659;663;49000;multinomial
lupus;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.897522522522523;train;1.70058480833333;13;296;618;2;2;61;binomial
lupus;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180726_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.775757575757576;test;1.70058480833333;13;296;618;2;2;61;binomial
clean1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.416026291666667;3;112;230;5;92;334;binomial
clean1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125134554_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.416026291666667;3;112;230;5;92;334;binomial
heart_c;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944622507122507;train;0.994285618333333;5;13;138;10;13;213;binomial
heart_c;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082949_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900793650793651;test;0.994285618333333;5;13;138;10;13;213;binomial
678_visualizing_environmental;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124182016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.720310469292464;train;0.145354065;5;6;72;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124182016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767998228579686;test;0.145354065;5;6;72;3;3;78;continuous
twonorm;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99764213951092;train;0.248410371666667;3;60;166;20;20;5180;binomial
twonorm;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174312_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998682265139945;test;0.248410371666667;3;60;166;20;20;5180;binomial
prnn_crabs;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999183006535948;train;0.1924182;3;4;30;4;4;140;binomial
prnn_crabs;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125112734_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998883928571429;test;0.1924182;3;4;30;4;4;140;binomial
641_fri_c1_500_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164314859624291;train;1.9030182;8;260;536;6;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124155646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.319372113858358;test;1.9030182;8;260;536;6;10;350;continuous
633_fri_c0_500_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5408697968594;train;0.79243402;3;160;326;23;25;350;continuous
633_fri_c0_500_25;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125120834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.570199060022789;test;0.79243402;3;160;326;23;25;350;continuous
tokyo1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.976734576206035;train;1.71867262333333;8;260;536;20;23;672;binomial
tokyo1;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979403110550652;test;1.71867262333333;8;260;536;20;23;672;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.929559748427673;train;0.69014162;12;7;178;5;7;68;binomial
analcatdata_cyyoung8092;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126111302_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.811111111111111;test;0.69014162;12;7;178;5;7;68;binomial
sonar;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89718045112782;train;0.464037581666667;6;132;300;13;60;146;binomial
sonar;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125093207_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.859259259259259;test;0.464037581666667;6;132;300;13;60;146;binomial
648_fri_c1_250_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.620790312329865;train;2.135532275;11;304;630;46;50;175;continuous
648_fri_c1_250_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.902248654862866;test;2.135532275;11;304;630;46;50;175;continuous
pendigits;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996674982711678;train;10.1360289433333;3;160;326;15;16;7695;multinomial
pendigits;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125170301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995323409981564;test;10.1360289433333;3;160;326;15;16;7695;multinomial
542_pollution;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809917572052116;train;1.86516405998333;15;20;566;4;10;42;continuous
542_pollution;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125084610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.08030637129286;test;1.86516405998333;15;20;566;4;10;42;continuous
australian;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916504533926276;train;0.729137718333333;3;160;326;9;13;483;binomial
australian;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932748538011696;test;0.729137718333333;3;160;326;9;13;483;binomial
colic;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906069094304388;train;0.713971775;3;160;326;17;22;258;binomial
colic;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124205626_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92690894242548;test;0.713971775;3;160;326;17;22;258;binomial
spectf;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125145026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.905959031657356;train;0.834902606666667;10;155;468;17;44;245;binomial
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analcatdata_germangss;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125111549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.724624610192661;test;1.24071352335;5;200;410;5;5;280;multinomial
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analcatdata_lawsuit;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125172046_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988333333333333;test;0.672421205;3;160;326;2;4;185;binomial
1030_ERA;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126092526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.739963472547261;train;1.20756367333333;7;224;462;4;4;700;continuous
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allrep;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126090348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.895286719816132;train;32.268136725;8;24;322;8;24;2641;multinomial
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612_fri_c1_1000_5;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125113156_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.896182390868014;test;0.149946955;3;10;72;5;5;700;continuous
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634_fri_c2_100_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124213449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.883598450050982;train;1.57495034666667;6;220;452;3;10;70;continuous
634_fri_c2_100_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124213449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.834862671804083;test;1.57495034666667;6;220;452;3;10;70;continuous
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665_sleuth_case2002;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125160425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.62710143495553;train;0.629854251666667;3;160;326;2;6;103;continuous
665_sleuth_case2002;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125160425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.665558982652876;test;0.629854251666667;3;160;326;2;6;103;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818109048113711;train;0.164525303316667;3;85;176;5;25;700;continuous
586_fri_c3_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125105241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789836625219258;test;0.164525303316667;3;85;176;5;25;700;continuous
titanic;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.794203635070742;train;1.66491113166667;9;8;146;4;8;1545;binomial
titanic;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125185856_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.78632764294529;test;1.66491113166667;9;8;146;4;8;1545;binomial
561_cpu;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.193507089357983;train;1.27814102;10;14;294;7;7;147;continuous
561_cpu;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124171522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.196164036548715;test;1.27814102;10;14;294;7;7;147;continuous
prnn_fglass;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.819730661495367;train;0.0684793866666667;3;9;60;2;9;144;multinomial
prnn_fglass;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162737_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.769777777777778;test;0.0684793866666667;3;9;60;2;9;144;multinomial
593_fri_c1_1000_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125181703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.188707811971795;train;5.21839521333333;10;300;620;9;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125181703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.328927248492302;test;5.21839521333333;10;300;620;9;10;700;continuous
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973856209150327;train;0.495338398333333;3;144;294;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202601_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;test;0.495338398333333;3;144;294;3;3;35;binomial
609_fri_c0_1000_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.547850434063026;train;1.52157480166667;5;200;410;4;5;700;continuous
609_fri_c0_1000_5;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125145312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.571437523002109;test;1.52157480166667;5;200;410;4;5;700;continuous
confidence;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.908518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125134625_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996666666666667;test;;-Inf;-Inf;;1;1;51;multinomial
210_cloud;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.229203435482091;train;1.03729037;5;200;410;4;5;76;continuous
210_cloud;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125132108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.344408602194721;test;1.03729037;5;200;410;4;5;76;continuous
cleveland;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.798123440661902;train;0.733480208333333;3;160;326;10;13;213;multinomial
cleveland;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125182924_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.644968492798354;test;0.733480208333333;3;160;326;10;13;213;multinomial
penguins;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0515732516666667;3;7;50;5;7;241;multinomial
penguins;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124160038_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.999259259259259;test;0.0515732516666667;3;7;50;5;7;241;multinomial
201_pol;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.226028040084322;train;12.9383732833333;7;240;494;21;26;10500;continuous
201_pol;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124164034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.256744498555084;test;12.9383732833333;7;240;494;21;26;10500;continuous
pendigits;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998172225895082;train;0.777520685;3;16;92;16;16;7695;multinomial
pendigits;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125155431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995946036687203;test;0.777520685;3;16;92;16;16;7695;multinomial
637_fri_c1_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333452044047675;train;1.544417395;6;220;452;5;50;350;continuous
637_fri_c1_500_50;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125104731_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404146938001122;test;1.544417395;6;220;452;5;50;350;continuous
prnn_fglass;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997801268498943;train;2.45633027;13;360;746;9;9;144;multinomial
prnn_fglass;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.94352733686067;test;2.45633027;13;360;746;9;9;144;multinomial
texture;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999543848060708;train;5.173367665;6;188;388;13;14;3850;multinomial
texture;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125121946_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99968388607027;test;5.173367665;6;188;388;13;14;3850;multinomial
collins;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.20291839833333;3;160;326;1;20;340;multinomial
collins;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124172609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999749864333198;test;1.20291839833333;3;160;326;1;20;340;multinomial
calendarDOW;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995983542133169;train;2.72204825833333;11;320;662;14;15;280;multinomial
calendarDOW;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.828720561048147;test;2.72204825833333;11;320;662;14;15;280;multinomial
dis;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763257099773813;train;0.364606711666667;3;64;166;21;25;2641;binomial
dis;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125193445_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759383378016086;test;0.364606711666667;3;64;166;21;25;2641;binomial
saheart;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126103931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792760557520283;train;0.707405743316667;3;160;326;9;9;324;binomial
saheart;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126103931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.794504181600956;test;0.707405743316667;3;160;326;9;9;324;binomial
twonorm;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998103116291911;train;2.85216657666667;3;20;106;20;20;5180;binomial
twonorm;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125162733_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997713345958499;test;2.85216657666667;3;20;106;20;20;5180;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996732026143791;train;0.471434496683333;3;144;294;6;6;35;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126112954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928571428571429;test;0.471434496683333;3;144;294;6;6;35;binomial
horse_colic;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126091124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.887411989208396;train;1.00019291833333;3;22;116;2;22;258;binomial
horse_colic;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126091124_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857435897435897;test;1.00019291833333;3;22;116;2;22;258;binomial
635_fri_c0_250_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.542352581513812;train;0.10937844665;3;50;166;6;10;175;continuous
635_fri_c0_250_10;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125083614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.549285276081324;test;0.10937844665;3;50;166;6;10;175;continuous
german;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802670822344762;train;1.42289087;3;160;326;5;20;700;binomial
german;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114937_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.730916552667579;test;1.42289087;3;160;326;5;20;700;binomial
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799839178154378;train;0.22989991;5;50;250;8;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124180052_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803163470497463;test;0.22989991;5;50;250;8;10;700;continuous
analcatdata_germangss;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.800002416543059;train;0.861516745;7;5;76;3;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124180200_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.737471211621779;test;0.861516745;7;5;76;3;5;280;multinomial
628_fri_c3_1000_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125142732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845845171042959;train;0.701168613333333;7;10;152;4;5;700;continuous
628_fri_c3_1000_5;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125142732_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860846163395983;test;0.701168613333333;7;10;152;4;5;700;continuous
colic;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939333420639078;train;2.30104476833333;10;300;620;9;22;258;binomial
colic;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150125_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.864669421487603;test;2.30104476833333;10;300;620;9;22;258;binomial
analcatdata_germangss;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930495186067399;train;2.36994031333333;11;320;662;4;5;280;multinomial
analcatdata_germangss;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085857_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.739581339712919;test;2.36994031333333;11;320;662;4;5;280;multinomial
adult;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898540717632257;train;3.33705814333333;6;48;292;9;12;34190;binomial
adult;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125090230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892535421465141;test;3.33705814333333;6;48;292;9;12;34190;binomial
mfeat_factors;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.197526095;3;66;138;112;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183133_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992929289870572;test;1.197526095;3;66;138;112;136;1400;multinomial
627_fri_c2_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824418735252698;train;0.681632315;6;20;248;10;10;350;continuous
627_fri_c2_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125130305_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827314052576155;test;0.681632315;6;20;248;10;10;350;continuous
201_pol;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80745219415224;train;4.94461806333333;10;51;438;4;26;10500;continuous
201_pol;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083039_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824570059869483;test;4.94461806333333;10;51;438;4;26;10500;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.801335679671053;train;0.268336761666667;6;50;292;8;10;175;continuous
647_fri_c1_250_10;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125183358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.836431207970549;test;0.268336761666667;6;50;292;8;10;175;continuous
197_cpu_act;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15180727870515;train;10.9489317266667;5;200;410;12;16;5735;continuous
197_cpu_act;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125170610_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186764286281898;test;10.9489317266667;5;200;410;12;16;5735;continuous
appendicitis;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.885555555555556;train;0.0974544716666667;3;16;110;2;4;75;binomial
appendicitis;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125172932_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.62;test;0.0974544716666667;3;16;110;2;4;75;binomial
564_fried;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125194846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.281814569059702;train;27.7302530633333;20;356;752;9;10;28538;continuous
564_fried;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125194846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304265274864918;test;27.7302530633333;20;356;752;9;10;28538;continuous
collins;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992072965973207;train;11.76411609;3;20;116;3;20;340;multinomial
collins;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175132_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988832632823017;test;11.76411609;3;20;116;3;20;340;multinomial
breast_cancer_wisconsin;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.970424958316667;3;160;326;19;20;399;binomial
breast_cancer_wisconsin;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125170829_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992980884109916;test;0.970424958316667;3;160;326;19;20;399;binomial
522_pm10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.840371929690061;train;0.680634956666667;3;160;326;5;7;350;continuous
522_pm10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.880358989749514;test;0.680634956666667;3;160;326;5;7;350;continuous
218_house_8L;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.459850236996089;train;9.64775111;16;16;528;8;8;15949;continuous
218_house_8L;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124155032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.438062797464136;test;9.64775111;16;16;528;8;8;15949;continuous
schizo;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.779762403913347;train;1.53074392333333;6;220;452;2;13;238;multinomial
schizo;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161335_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.548235294117647;test;1.53074392333333;6;220;452;2;13;238;multinomial
bupa;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.710907599781301;train;0.436781923333333;13;20;406;5;5;242;binomial
bupa;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125171158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.676470588235294;test;0.436781923333333;13;20;406;5;5;242;binomial
617_fri_c3_500_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.818326076120697;train;0.184734126666667;6;25;282;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124182609_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862219595332523;test;0.184734126666667;6;25;282;5;5;350;continuous
breast_w;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989621928514811;train;0.585794225;3;160;326;8;8;490;binomial
breast_w;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124153402_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990267639902676;test;0.585794225;3;160;326;8;8;490;binomial
556_analcatdata_apnea2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.131446016855793;train;2.19208712333333;16;308;648;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125124846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.152923166293238;test;2.19208712333333;16;308;648;3;3;333;continuous
shuttle;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125193208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847059487864814;train;32.9544826583333;4;180;368;6;8;40600;multinomial
shuttle;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125193208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.865437244788615;test;32.9544826583333;4;180;368;6;8;40600;multinomial
contraceptive;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.588114027916336;train;0.319320833333333;11;9;204;1;9;1032;multinomial
contraceptive;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.610546048456847;test;0.319320833333333;11;9;204;1;9;1032;multinomial
titanic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.821230053217298;train;0.634535435;10;28;446;7;7;1545;binomial
titanic;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.786713144161774;test;0.634535435;10;28;446;7;7;1545;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910714285714286;train;0.626614378333333;3;160;326;4;4;37;binomial
analcatdata_japansolvent;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.626614378333333;3;160;326;4;4;37;binomial
582_fri_c1_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790863926284374;train;1.01503465;6;50;276;4;25;350;continuous
582_fri_c1_500_25;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125140728_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.878638914265795;test;1.01503465;6;50;276;4;25;350;continuous
analcatdata_boxing1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.638521634615385;train;0.0765587266666667;3;12;84;1;3;84;binomial
analcatdata_boxing1;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.588461538461539;test;0.0765587266666667;3;12;84;1;3;84;binomial
598_fri_c0_1000_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.489017053859393;train;1.93166953166667;7;50;314;25;25;700;continuous
598_fri_c0_1000_25;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530977083896207;test;1.93166953166667;7;50;314;25;25;700;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.59770492507091;train;1.16228839666667;3;160;326;1;6;66;continuous
706_sleuth_case1202;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.540508395891949;test;1.16228839666667;3;160;326;1;6;66;continuous
344_mv;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.143665097918574;train;3.53403696833333;3;160;326;5;10;28538;continuous
344_mv;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124174106_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.140983993520131;test;3.53403696833333;3;160;326;5;10;28538;continuous
shuttle;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862165621940357;train;35.21295136;6;220;452;6;8;40600;multinomial
shuttle;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124162022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873787388993859;test;35.21295136;6;220;452;6;8;40600;multinomial
1201_BNG_breastTumor;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917334622121007;train;7.61275680666667;3;160;326;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125162010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.918998050191747;test;7.61275680666667;3;160;326;9;9;81648;continuous
556_analcatdata_apnea2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.299193172426889;train;0.191582046666667;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.235197159826285;test;0.191582046666667;3;6;48;0;3;333;continuous
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colic;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124152337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.8757674250632;test;0.811721283333333;3;160;326;13;22;258;binomial
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604_fri_c4_500_10;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124171905_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851550939615014;test;1.26651059666667;6;20;250;8;10;350;continuous
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612_fri_c1_1000_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847897705054212;train;0.160722018333333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84105239047406;test;0.160722018333333;3;10;72;5;5;700;continuous
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586_fri_c3_1000_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126094327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803222923956181;train;0.18731503;3;85;176;3;25;700;continuous
586_fri_c3_1000_25;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126094327_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.869761445229203;test;0.18731503;3;85;176;3;25;700;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126110051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815237239493237;train;0.34182759835;5;130;270;12;50;350;continuous
645_fri_c3_500_50;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126110051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829174744824221;test;0.34182759835;5;130;270;12;50;350;continuous
vowel;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971666683948994;train;0.452824276666667;5;13;138;11;13;693;multinomial
vowel;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125193714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.960795457289191;test;0.452824276666667;5;13;138;11;13;693;multinomial
analcatdata_japansolvent;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932352941176471;train;0.196505983333333;7;12;180;2;3;37;binomial
analcatdata_japansolvent;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125150755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678571428571429;test;0.196505983333333;7;12;180;2;3;37;binomial
654_fri_c0_500_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125210310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.575289681388115;train;0.782395691666667;3;160;326;4;10;350;continuous
654_fri_c0_500_10;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125210310_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.554442396952178;test;0.782395691666667;3;160;326;4;10;350;continuous
615_fri_c4_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230442495510443;train;1.54201483166667;6;220;452;3;9;175;continuous
615_fri_c4_250_10;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125090527_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.468977923366548;test;1.54201483166667;6;220;452;3;9;175;continuous
breast_w;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993640435768401;train;0.976557965;3;160;326;9;9;490;binomial
breast_w;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981954582319546;test;0.976557965;3;160;326;9;9;490;binomial
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487782343520342;train;0.324598391666667;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125092250_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493925779640278;test;0.324598391666667;3;10;72;5;5;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848626768206195;train;0.725923495;3;72;150;6;50;700;continuous
583_fri_c1_1000_50;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124145807_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821342014234509;test;0.725923495;3;72;150;6;50;700;continuous
prnn_fglass;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.90761996284195;train;1.42243268666667;6;220;452;4;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125184457_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868465608465609;test;1.42243268666667;6;220;452;4;9;144;multinomial
nikuradse_1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0583933622509916;train;2.014396145;11;320;662;2;2;254;continuous
nikuradse_1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125130134_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0724778913370357;test;2.014396145;11;320;662;2;2;254;continuous
fars;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126095445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89890355031551;train;70.09828941835;0;5;10;21;21;70678;multinomial
fars;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126095445_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880214327055056;test;70.09828941835;0;5;10;21;21;70678;multinomial
heart_statlog;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.908895913298713;train;1.36819418;8;260;536;11;13;189;binomial
heart_statlog;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124145837_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811013767209011;test;1.36819418;8;260;536;11;13;189;binomial
656_fri_c1_100_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.255941179092762;train;2.00471850333333;15;330;690;4;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.720646750854304;test;2.00471850333333;15;330;690;4;5;70;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83524646462735;train;0.240641526666667;3;90;186;5;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.847319698562514;test;0.240641526666667;3;90;186;5;50;700;continuous
analcatdata_japansolvent;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.886764705882353;train;0.817942843333333;5;200;410;1;3;37;binomial
analcatdata_japansolvent;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125150755_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785714285714286;test;0.817942843333333;5;200;410;1;3;37;binomial
294_satellite_image;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272349625228496;train;7.62577578833333;6;220;452;26;26;4505;continuous
294_satellite_image;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124193619_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.308610745017244;test;7.62577578833333;6;220;452;26;26;4505;continuous
643_fri_c2_500_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.854075273204874;train;1.71487072333333;7;240;494;18;25;350;continuous
643_fri_c2_500_25;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126084445_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.890732189115782;test;1.71487072333333;7;240;494;18;25;350;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767182375466571;train;0.450647699983333;10;8;172;4;4;175;continuous
613_fri_c3_250_5;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.884334605703781;test;0.450647699983333;10;8;172;4;4;175;continuous
ecoli;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9765879303461;train;0.801573096666667;3;160;326;5;5;229;multinomial
ecoli;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125202245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969366543279587;test;0.801573096666667;3;160;326;5;5;229;multinomial
593_fri_c1_1000_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222288229249302;train;1.02577118833333;3;160;326;5;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150009_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.344368078096895;test;1.02577118833333;3;160;326;5;10;700;continuous
analcatdata_aids;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.759868421052632;train;0.379363426666667;15;12;336;2;3;35;binomial
analcatdata_aids;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125095434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.407407407407407;test;0.379363426666667;15;12;336;2;3;35;binomial
597_fri_c2_500_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833192911076808;train;1.81594460666667;6;220;452;5;5;350;continuous
597_fri_c2_500_5;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124161853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.831639776247033;test;1.81594460666667;6;220;452;5;5;350;continuous
294_satellite_image;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455271917333333;train;1.44284525666667;6;204;420;24;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124174959_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.466100102922662;test;1.44284525666667;6;204;420;24;26;4505;continuous
ring;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.783622749246177;train;1.90869395166667;3;20;100;20;20;5180;binomial
ring;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.767554479418886;test;1.90869395166667;3;20;100;20;20;5180;binomial
195_auto_price;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.366387268541502;train;0.402040103333333;7;50;344;7;10;112;continuous
195_auto_price;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125162010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508933369476464;test;0.402040103333333;7;50;344;7;10;112;continuous
labor;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.20236544333333;6;220;452;13;15;40;binomial
labor;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126112037_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;1.20236544333333;6;220;452;13;15;40;binomial
522_pm10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.50581769024227;train;0.899487406666667;3;160;326;7;7;350;continuous
522_pm10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124163659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.73412030794004;test;0.899487406666667;3;160;326;7;7;350;continuous
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churn;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160346_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.866899699897688;train;1.75487662;5;191;392;13;15;3500;binomial
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607_fri_c4_1000_50;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821166799030277;train;0.804182076666667;3;70;150;8;50;700;continuous
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597_fri_c2_500_5;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125174104_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817113451100093;train;0.328571778333333;3;10;72;5;5;350;continuous
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601_fri_c1_250_5;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126112633_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.77222115997394;train;0.338429631666667;3;10;72;5;5;175;continuous
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637_fri_c1_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846377422195177;train;0.6542956;8;190;396;6;50;350;continuous
637_fri_c1_500_50;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124171434_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89034172610515;test;0.6542956;8;190;396;6;50;350;continuous
207_autoPrice;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.169885802035777;train;2.34392218166667;12;340;704;9;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124193553_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.399107048771616;test;2.34392218166667;12;340;704;9;10;112;continuous
hepatitis;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.939664502164502;train;0.965630251666667;5;200;410;17;19;109;binomial
hepatitis;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.771428571428571;test;0.965630251666667;5;200;410;17;19;109;binomial
waveform_40;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986595346647541;train;6.03063114166667;6;220;452;39;40;3500;multinomial
waveform_40;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.967324787215363;test;6.03063114166667;6;220;452;39;40;3500;multinomial
coil2000;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.740455972048636;train;7.72150559166667;5;200;410;4;59;6876;binomial
coil2000;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125105107_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732784582069401;test;7.72150559166667;5;200;410;4;59;6876;binomial
breast_cancer;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125082307_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.705851063829787;train;0.723792395;3;160;326;9;9;201;binomial
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621_fri_c0_100_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.368252876374272;train;3.33508815333333;19;439;916;8;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125140321_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.609188433488418;test;3.33508815333333;19;439;916;8;10;70;continuous
wine_quality_white;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.656048037053485;train;5.70044243166667;2;11;52;1;11;3429;multinomial
wine_quality_white;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.582091425762001;test;5.70044243166667;2;11;52;1;11;3429;multinomial
churn;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874667546146184;train;1.40685831333333;16;60;712;8;15;3500;binomial
churn;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125185925_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841620108549096;test;1.40685831333333;16;60;712;8;15;3500;binomial
nikuradse_2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.113243278898891;train;1.18749195668333;9;240;498;1;1;254;continuous
nikuradse_2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104718_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.144700635321777;test;1.18749195668333;9;240;498;1;1;254;continuous
allhypo;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.845915085034014;train;2.73948549331667;8;212;440;15;25;2639;multinomial
allhypo;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82925899877674;test;2.73948549331667;8;212;440;15;25;2639;multinomial
analcatdata_bankruptcy;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986928104575163;train;0.09627805;3;16;114;3;4;35;binomial
analcatdata_bankruptcy;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125084623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892857142857143;test;0.09627805;3;16;114;3;4;35;binomial
crx;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988928858310341;train;0.80481352;3;160;326;13;13;483;binomial
crx;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082956_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936247893652874;test;0.80481352;3;160;326;13;13;483;binomial
620_fri_c1_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818976532337609;train;2.94239357833333;9;50;398;25;25;700;continuous
620_fri_c1_1000_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125084002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.870583968786663;test;2.94239357833333;9;50;398;25;25;700;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.647516338192418;train;1.02208905665;6;204;420;3;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125124215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.447550068836155;test;1.02208905665;6;204;420;3;10;356;continuous
analcatdata_happiness;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.728242110453649;train;0.595054809983333;3;160;326;1;3;42;multinomial
analcatdata_happiness;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126093145_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.564625850340136;test;0.595054809983333;3;160;326;1;3;42;multinomial
banana;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.546705795822301;train;0.0832026833333333;3;2;16;2;2;3710;binomial
banana;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125104720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.533697135496378;test;0.0832026833333333;3;2;16;2;2;3710;binomial
analcatdata_asbestos;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844988344988345;train;0.340790331666667;13;12;316;3;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124192012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944055944055944;test;0.340790331666667;13;12;316;3;3;59;binomial
cmc;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.739476916057286;train;0.232080248333333;8;9;148;8;9;1032;multinomial
cmc;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145751_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.714328890521832;test;0.232080248333333;8;9;148;8;9;1032;multinomial
609_fri_c0_1000_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.482157408951829;train;0.115640711666667;3;25;156;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162840_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483360945528585;test;0.115640711666667;3;25;156;5;5;700;continuous
227_cpu_small;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315241130943291;train;3.07185658;7;24;270;3;12;5735;continuous
227_cpu_small;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151929_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.318511823474033;test;3.07185658;7;24;270;3;12;5735;continuous
294_satellite_image;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.452681165919613;train;0.213662558333333;3;85;176;26;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124163635_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.462502278359953;test;0.213662558333333;3;85;176;26;26;4505;continuous
648_fri_c1_250_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.695417112438101;train;0.90023602;5;97;234;39;50;175;continuous
648_fri_c1_250_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857133158314258;test;0.90023602;5;97;234;39;50;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.764243585727721;train;0.171055631666667;3;90;186;5;25;175;continuous
605_fri_c2_250_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125162607_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.931155264367343;test;0.171055631666667;3;90;186;5;25;175;continuous
611_fri_c3_100_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.905057457042572;train;0.97456571;3;160;326;3;4;70;continuous
611_fri_c3_100_5;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152156_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819976953456804;test;0.97456571;3;160;326;3;4;70;continuous
627_fri_c2_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814626719772483;train;0.347884533333333;6;50;292;6;10;350;continuous
627_fri_c2_500_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134158_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.821014294956826;test;0.347884533333333;6;50;292;6;10;350;continuous
buggyCrx;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91253322287805;train;2.13961095;9;13;238;4;13;483;binomial
buggyCrx;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125142507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.91374156219865;test;2.13961095;9;13;238;4;13;483;binomial
heart_statlog;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927071573718673;train;1.31712444666667;8;260;536;6;13;189;binomial
heart_statlog;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125083001_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819774718397998;test;1.31712444666667;8;260;536;6;13;189;binomial
602_fri_c3_250_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.860724468850078;train;0.834159273333333;3;160;326;9;9;175;continuous
602_fri_c3_250_10;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125202754_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.888424081131027;test;0.834159273333333;3;160;326;9;9;175;continuous
biomed;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.661082213333333;3;160;326;8;8;147;binomial
biomed;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125092929_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956140350877193;test;0.661082213333333;3;160;326;8;8;147;binomial
cleveland;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124181231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.781489236111111;train;2.20850670833333;20;285;610;6;13;213;multinomial
cleveland;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124181231_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642155797101449;test;2.20850670833333;20;285;610;6;13;213;multinomial
690_visualizing_galaxy;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.102269792290913;train;1.15817055333333;6;220;452;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145549_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149920319567318;test;1.15817055333333;6;220;452;3;3;227;continuous
687_sleuth_ex1605;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.597253557380143;train;0.519631005;12;8;204;3;4;44;continuous
687_sleuth_ex1605;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164730_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767511814738882;test;0.519631005;12;8;204;3;4;44;continuous
coil2000;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.743737853477454;train;7.89673378666667;7;240;494;4;59;6876;binomial
coil2000;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083640_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.728160893754487;test;7.89673378666667;7;240;494;4;59;6876;binomial
lupus;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.880718954248366;train;0.556117723333333;3;160;326;2;2;61;binomial
lupus;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124200954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819444444444445;test;0.556117723333333;3;160;326;2;2;61;binomial
712_chscase_geyser1;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.621635056648047;train;0.140966591666667;6;10;140;1;2;156;continuous
712_chscase_geyser1;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125112355_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509589512076913;test;0.140966591666667;6;10;140;1;2;156;continuous
horse_colic;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895692786715101;train;0.318464526666667;6;71;300;3;22;258;binomial
horse_colic;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125112325_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877100840336134;test;0.318464526666667;6;71;300;3;22;258;binomial
penguins;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125181908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99903551609323;train;0.61186518;3;160;326;5;7;241;multinomial
penguins;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125181908_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999597423510467;test;0.61186518;3;160;326;5;7;241;multinomial
spambase;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986694129370661;train;2.74045078166667;3;160;326;55;55;3221;binomial
spambase;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172149_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968712617580986;test;2.74045078166667;3;160;326;55;55;3221;binomial
649_fri_c0_500_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.470403273763626;train;0.903556925;3;160;326;5;5;350;continuous
649_fri_c0_500_5;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124213159_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4987976721583;test;0.903556925;3;160;326;5;5;350;continuous
australian;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.932989154914937;train;2.07156123333333;11;304;630;9;14;483;binomial
australian;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124192855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923171889838556;test;2.07156123333333;11;304;630;9;14;483;binomial
tokyo1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985402652315972;train;1.64324098001667;8;260;536;19;22;672;binomial
tokyo1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9817675493905;test;1.64324098001667;8;260;536;19;22;672;binomial
573_cpu_act;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.32679266165109;train;2.566012165;5;33;222;4;17;5735;continuous
573_cpu_act;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126104839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.321763861523876;test;2.566012165;5;33;222;4;17;5735;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823023598015218;train;0.23275238;3;90;186;14;50;700;continuous
618_fri_c3_1000_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124195058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853877236172851;test;0.23275238;3;90;186;14;50;700;continuous
228_elusage;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.401623115457464;train;0.032323825;3;5;40;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124150452_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.396870054325579;test;0.032323825;3;5;40;1;1;39;continuous
556_analcatdata_apnea2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.245146123124686;train;0.08851792;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126091055_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.508585394742816;test;0.08851792;3;15;120;0;3;333;continuous
227_cpu_small;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.314713539854004;train;1.659597665;6;24;224;3;12;5735;continuous
227_cpu_small;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126101913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315555291339209;test;1.659597665;6;24;224;3;12;5735;continuous
tae;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735885989010989;train;0.489408095;8;5;88;5;5;106;multinomial
tae;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125171400_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.665250544662309;test;0.489408095;8;5;88;5;5;106;multinomial
breast_cancer;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723021582733813;train;1.03564649333333;16;36;704;4;9;201;binomial
breast_cancer;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114725_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.606942496493689;test;1.03564649333333;16;36;704;4;9;201;binomial
analcatdata_germangss;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125142819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.826974298713429;train;1.99362183333333;20;279;598;5;5;280;multinomial
analcatdata_germangss;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125142819_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.738517137624281;test;1.99362183333333;20;279;598;5;5;280;multinomial
movement_libras;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99742390845227;train;1.257187935;3;160;326;10;19;252;multinomial
movement_libras;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124160034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945865457294029;test;1.257187935;3;160;326;10;19;252;multinomial
650_fri_c0_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125163211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.46283503486056;train;0.230441073316667;3;90;186;23;50;350;continuous
650_fri_c0_500_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125163211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.465905770552026;test;0.230441073316667;3;90;186;23;50;350;continuous
tokyo1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978125267025549;train;1.44267196666667;6;220;452;20;20;672;binomial
tokyo1;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125170708_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971839392295171;test;1.44267196666667;6;220;452;20;20;672;binomial
heart_statlog;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.914980677426688;train;0.637828375016667;3;160;326;13;13;189;binomial
heart_statlog;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125160344_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828624078624079;test;0.637828375016667;3;160;326;13;13;189;binomial
607_fri_c4_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125120351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826322365627019;train;0.862441016666667;3;72;150;45;50;700;continuous
607_fri_c4_1000_50;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125120351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873088092486327;test;0.862441016666667;3;72;150;45;50;700;continuous
sonar;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125132609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999812312312312;train;1.69571132833333;7;240;494;26;59;146;binomial
sonar;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125132609_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892972972972973;test;1.69571132833333;7;240;494;26;59;146;binomial
buggyCrx;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963534313556696;train;0.91080939;3;160;326;10;13;483;binomial
buggyCrx;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125082406_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906819517930629;test;0.91080939;3;160;326;10;13;483;binomial
ring;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993017983804931;train;12.5345074483333;11;320;662;19;20;5180;binomial
ring;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125113500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992187417467712;test;12.5345074483333;11;320;662;19;20;5180;binomial
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848251803003959;train;0.120975045;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125140700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.842217579086778;test;0.120975045;3;25;156;5;5;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.802077923327395;train;0.803204458333333;5;20;216;9;10;700;continuous
608_fri_c3_1000_10;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125193219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866817364667048;test;0.803204458333333;5;20;216;9;10;700;continuous
segmentation;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999452534121476;train;1.61290427166667;3;160;326;14;14;1617;multinomial
segmentation;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125133910_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998409647903408;test;1.61290427166667;3;160;326;14;14;1617;multinomial
cars;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126092158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.66667085;3;160;326;1;6;275;multinomial
cars;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126092158_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998329156223893;test;0.66667085;3;160;326;1;6;275;multinomial
analcatdata_cyyoung9302;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.909333333333333;train;0.460432275;8;24;366;3;6;65;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150000_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.945652173913043;test;0.460432275;8;24;366;3;6;65;binomial
695_chatfield_4;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353590654064418;train;1.30976199;8;260;536;5;10;165;continuous
695_chatfield_4;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125112203_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35675410645713;test;1.30976199;8;260;536;5;10;165;continuous
547_no2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.64084927798405;train;0.282911031666667;3;14;90;7;7;350;continuous
547_no2;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.712096188675143;test;0.282911031666667;3;14;90;7;7;350;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.377822090895122;train;0.802204203333333;3;160;326;11;25;175;continuous
653_fri_c0_250_25;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160231_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.546502678118261;test;0.802204203333333;3;160;326;11;25;175;continuous
analcatdata_boxing2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.708926875593542;train;0.574315208333333;3;160;326;2;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154348_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.590909090909091;test;0.574315208333333;3;160;326;2;3;93;binomial
vehicle;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125151617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988536248219027;train;0.887285275;3;160;326;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125151617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912437932437932;test;0.887285275;3;160;326;13;13;593;multinomial
coil2000;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.698981714396285;train;1.2164177;3;80;166;2;59;6876;binomial
coil2000;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125112436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723244405831497;test;1.2164177;3;80;166;2;59;6876;binomial
allhyper;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.92284969151664;train;6.25520970333333;17;424;882;6;24;2640;multinomial
allhyper;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170654_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.963776223776224;test;6.25520970333333;17;424;882;6;24;2640;multinomial
allhyper;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.968176141441645;train;2.36325782;5;184;378;19;25;2640;multinomial
allhyper;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175149_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931817090619268;test;2.36325782;5;184;378;19;25;2640;multinomial
prnn_synth;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125132718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922745098039216;train;0.540284878333333;3;160;326;2;2;175;binomial
prnn_synth;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125132718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.946428571428571;test;0.540284878333333;3;160;326;2;2;175;binomial
621_fri_c0_100_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330173649520711;train;1.33757995333333;6;220;452;3;10;70;continuous
621_fri_c0_100_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124195355_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.685520425220259;test;1.33757995333333;6;220;452;3;10;70;continuous
allhyper;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824153968806367;train;3.51137593;10;236;492;16;25;2640;multinomial
allhyper;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162040_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.868710420860102;test;3.51137593;10;236;492;16;25;2640;multinomial
663_rabe_266;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.14039223925371;train;0.865015473333333;3;160;326;2;2;84;continuous
663_rabe_266;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125100005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.108820961606473;test;0.865015473333333;3;160;326;2;2;84;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125161315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.946691218572701;train;0.208556445;5;25;250;3;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125161315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.920227526238238;test;0.208556445;5;25;250;3;5;70;continuous
1191_BNG_pbc;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779563013514615;train;2.18798485833333;3;83;176;18;18;700000;continuous
1191_BNG_pbc;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780454535351144;test;2.18798485833333;3;83;176;18;18;700000;continuous
1199_BNG_echoMonths;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.685335944957531;train;6.74588513166667;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094505_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.692587577705673;test;6.74588513166667;3;160;326;9;9;12248;continuous
prnn_crabs;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993876301285977;train;0.665865926666667;3;160;326;2;3;140;binomial
prnn_crabs;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125084812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.985539488320356;test;0.665865926666667;3;160;326;2;3;140;binomial
auto;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907480099912165;train;5.43896565;8;20;264;15;20;142;multinomial
auto;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083809_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904784580498866;test;5.43896565;8;20;264;15;20;142;multinomial
593_fri_c1_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.198509131612896;train;2.435253825;12;322;668;8;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125153925_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306965402546872;test;2.435253825;12;322;668;8;10;700;continuous
saheart;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.765300603286873;train;0.578807995;3;160;326;9;9;324;binomial
saheart;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151349_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.721385902031063;test;0.578807995;3;160;326;9;9;324;binomial
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124212451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.218256901136919;train;0.166777738333333;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124212451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.404133673851966;test;0.166777738333333;3;6;48;3;3;333;continuous
breast_cancer_wisconsin;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.987576974564926;train;0.24642994665;5;68;250;2;22;399;binomial
breast_cancer_wisconsin;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986111111111111;test;0.24642994665;5;68;250;2;22;399;binomial
spambase;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124192651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977170673730292;train;0.97751411;9;156;418;51;53;3221;binomial
spambase;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124192651_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972132196304137;test;0.97751411;9;156;418;51;53;3221;binomial
597_fri_c2_500_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.827613370276907;train;0.117662791666667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820402367631153;test;0.117662791666667;3;25;156;5;5;350;continuous
678_visualizing_environmental;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.693939108895806;train;0.67973072;3;160;326;3;3;78;continuous
678_visualizing_environmental;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126100853_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751541695764643;test;0.67973072;3;160;326;3;3;78;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.608030768246299;train;7.426761225;7;45;334;9;9;21773;continuous
1193_BNG_lowbwt;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126111458_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.610943287017569;test;7.426761225;7;45;334;9;9;21773;continuous
adult;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896414712754675;train;12.14491179;15;256;542;10;12;34190;binomial
adult;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125085727_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892598060923171;test;12.14491179;15;256;542;10;12;34190;binomial
clean2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976217024412778;train;0.559691336666667;3;80;166;100;107;4619;binomial
clean2;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082346_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.950140449438202;test;0.559691336666667;3;80;166;100;107;4619;binomial
haberman;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.680190058479532;train;3.326042085;20;500;1040;2;3;215;binomial
haberman;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125161742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.772450532724505;test;3.326042085;20;500;1040;2;3;215;binomial
650_fri_c0_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.440642259542744;train;0.92700963;12;220;468;43;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171131_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.527733677987895;test;0.92700963;12;220;468;43;50;350;continuous
195_auto_price;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.37362773550296;train;1.04751157;8;20;322;7;10;112;continuous
195_auto_price;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126114754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.349564168444645;test;1.04751157;8;20;322;7;10;112;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125105746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811332162472407;train;0.424396583333333;3;50;146;20;25;700;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125105746_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.831251676447635;test;0.424396583333333;3;50;146;20;25;700;continuous
breast_cancer;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125113435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.754728132387707;train;2.36593966166667;20;409;858;4;9;201;binomial
breast_cancer;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125113435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.692333333333333;test;2.36593966166667;20;409;858;4;9;201;binomial
663_rabe_266;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.107396160946969;train;0.92317883;3;160;326;2;2;84;continuous
663_rabe_266;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124165904_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.118821886368566;test;0.92317883;3;160;326;2;2;84;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306481396803201;train;2.97009279333333;12;319;662;9;25;700;continuous
598_fri_c0_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.448014013024797;test;2.97009279333333;12;319;662;9;25;700;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.656593703036412;train;2.81133409668333;20;431;902;1;6;103;continuous
665_sleuth_case2002;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126113004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.572228909808074;test;2.81133409668333;20;431;902;1;6;103;continuous
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201_pol;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485327581564508;train;0.210178601666667;3;85;176;25;25;10500;continuous
201_pol;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124210313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.499535634183768;test;0.210178601666667;3;85;176;25;25;10500;continuous
letter;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99558196315081;train;30.4117085966667;8;260;536;16;16;14000;multinomial
letter;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992992325264746;test;30.4117085966667;8;260;536;16;16;14000;multinomial
1595_poker;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81450793320494;train;28.8901562333333;3;160;326;2;10;717507;continuous
1595_poker;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125102157_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813524135038248;test;28.8901562333333;3;160;326;2;10;717507;continuous
analcatdata_japansolvent;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.905882352941176;train;1.16801634666667;8;227;470;3;3;37;binomial
analcatdata_japansolvent;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125150510_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.8125;test;1.16801634666667;8;227;470;3;3;37;binomial
637_fri_c1_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870855055028085;train;1.67787072333333;7;240;494;8;50;350;continuous
637_fri_c1_500_50;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125103312_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.8588841055741;test;1.67787072333333;7;240;494;8;50;350;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.222075628165774;train;2.83207164;3;160;326;5;50;700;continuous
583_fri_c1_1000_50;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125121800_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309086922717104;test;2.83207164;3;160;326;5;50;700;continuous
207_autoPrice;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.423710913008265;train;0.23582325165;3;20;122;7;10;112;continuous
207_autoPrice;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125124557_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.319327174571363;test;0.23582325165;3;20;122;7;10;112;continuous
coil2000;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725529078082956;train;5.46666529333333;17;166;754;3;59;6876;binomial
coil2000;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160234_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.699529002686897;test;5.46666529333333;17;166;754;3;59;6876;binomial
631_fri_c1_500_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124193751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.834687995527486;train;0.333287906666667;3;10;72;5;5;350;continuous
631_fri_c1_500_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124193751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819478561869386;test;0.333287906666667;3;10;72;5;5;350;continuous
646_fri_c3_500_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810416987475097;train;0.662852506666667;7;18;266;5;9;350;continuous
646_fri_c3_500_10;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126082455_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755415257903063;test;0.662852506666667;7;18;266;5;9;350;continuous
waveform_21;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124182006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967604920331975;train;6.74638904333333;3;21;114;21;21;3500;multinomial
waveform_21;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124182006_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.965286052703311;test;6.74638904333333;3;21;114;21;21;3500;multinomial
617_fri_c3_500_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.828008039786825;train;0.222054091666667;6;25;282;5;5;350;continuous
617_fri_c3_500_5;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126101938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83889947131029;test;0.222054091666667;6;25;282;5;5;350;continuous
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buggyCrx;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162548_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93457087753134;test;0.981103246666667;6;220;452;11;14;483;binomial
604_fri_c4_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.187498919080771;train;3.51714371666667;13;357;740;5;10;350;continuous
604_fri_c4_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125165342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.306695641726817;test;3.51714371666667;13;357;740;5;10;350;continuous
556_analcatdata_apnea2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.223638339193161;train;0.0941575533333333;3;15;112;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566012890355346;test;0.0941575533333333;3;15;112;0;3;333;continuous
695_chatfield_4;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.326993911639021;train;0.486074821666667;11;25;492;2;5;165;continuous
695_chatfield_4;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124211103_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31726284844157;test;0.486074821666667;11;25;492;2;5;165;continuous
wine_quality_red;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.733593828058882;train;15.3108202716667;19;11;412;6;11;1120;multinomial
wine_quality_red;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124151638_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.788222936103997;test;15.3108202716667;19;11;412;6;11;1120;multinomial
prnn_crabs;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989583333333333;train;0.688599058333333;3;160;326;3;3;140;binomial
prnn_crabs;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125195000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994419642857143;test;0.688599058333333;3;160;326;3;3;140;binomial
598_fri_c0_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125101500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50516340842385;train;0.741929260016667;3;50;146;10;25;700;continuous
598_fri_c0_1000_25;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125101500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.500270316083643;test;0.741929260016667;3;50;146;10;25;700;continuous
611_fri_c3_100_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826863306985055;train;0.825168644983333;3;160;326;3;4;70;continuous
611_fri_c3_100_5;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125175211_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.772726738802326;test;0.825168644983333;3;160;326;3;4;70;continuous
225_puma8NH;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.747217687991113;train;1.380062055;8;16;272;3;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124152442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.779570548741465;test;1.380062055;8;16;272;3;8;5735;continuous
buggyCrx;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906950053501778;train;0.616178601666667;10;56;460;2;14;483;binomial
buggyCrx;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.904580520732883;test;0.616178601666667;10;56;460;2;14;483;binomial
wine_quality_white;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885230341366633;train;7.58178201166667;20;500;1040;11;11;3429;multinomial
wine_quality_white;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125172359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.718287628645943;test;7.58178201166667;20;500;1040;11;11;3429;multinomial
nikuradse_1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.206342686604425;train;0.747744125;7;176;366;1;2;254;continuous
nikuradse_1;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124152215_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.195577587932872;test;0.747744125;7;176;366;1;2;254;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125125320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.85026997459781;train;1.44880260168333;5;200;410;6;10;700;continuous
608_fri_c3_1000_10;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125125320_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.847303870321305;test;1.44880260168333;5;200;410;6;10;700;continuous
651_fri_c0_100_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.548263118528822;train;1.54143894;6;220;452;14;25;70;continuous
651_fri_c0_100_25;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124150328_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.791077631933077;test;1.54143894;6;220;452;14;25;70;continuous
analcatdata_authorship;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.58606113666667;3;63;138;46;70;589;multinomial
analcatdata_authorship;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124172122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.58606113666667;3;63;138;46;70;589;multinomial
movement_libras;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126103839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998473922902494;train;0.935042868333333;9;22;320;14;22;252;multinomial
movement_libras;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126103839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.917995896771407;test;0.935042868333333;9;22;320;14;22;252;multinomial
biomed;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990316205533597;train;1.83414827666667;11;320;662;5;8;147;binomial
biomed;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970238095238095;test;1.83414827666667;11;320;662;5;8;147;binomial
1199_BNG_echoMonths;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.677849130593446;train;6.496767215;3;160;326;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.697461358023453;test;6.496767215;3;160;326;9;9;12248;continuous
cleve;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918822479928635;train;2.90779183166667;18;460;956;11;13;213;binomial
cleve;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125085920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919346857991093;test;2.90779183166667;18;460;956;11;13;213;binomial
prnn_fglass;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99877378435518;train;0.874471633333333;5;200;410;8;9;144;multinomial
prnn_fglass;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951393298059965;test;0.874471633333333;5;200;410;8;9;144;multinomial
695_chatfield_4;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.339470627215562;train;0.314263585;6;45;292;2;9;165;continuous
695_chatfield_4;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124155216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.338244947778032;test;0.314263585;6;45;292;2;9;165;continuous
allhyper;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984514327904686;train;1.80989915;3;160;326;10;24;2640;multinomial
allhyper;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125083458_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92856013458814;test;1.80989915;3;160;326;10;24;2640;multinomial
503_wind;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41593038265894;train;4.31481566666667;3;160;326;14;14;4602;continuous
503_wind;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124160752_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457047475300011;test;4.31481566666667;3;160;326;14;14;4602;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.43336271521596;train;1.55449139333333;6;132;276;43;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124154816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.417074839371982;test;1.55449139333333;6;132;276;43;72;742;continuous
605_fri_c2_250_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.752971392127904;train;1.08445323333333;7;50;318;21;25;175;continuous
605_fri_c2_250_25;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126095754_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.895625991298714;test;1.08445323333333;7;50;318;21;25;175;continuous
mnist;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124175305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984424570609034;train;83.4566450366833;0;100;200;588;591;49000;multinomial
mnist;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124175305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984294916970294;test;83.4566450366833;0;100;200;588;591;49000;multinomial
650_fri_c0_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448768496631268;train;1.92157346831667;7;100;318;27;50;350;continuous
650_fri_c0_500_50;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212657_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.513237124875481;test;1.92157346831667;7;100;318;27;50;350;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.103113452562338;train;1.05731760666667;6;220;452;3;3;227;continuous
690_visualizing_galaxy;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.153279030785175;test;1.05731760666667;6;220;452;3;3;227;continuous
mfeat_karhunen;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999102718702825;train;18.4576670066667;3;58;138;31;64;1400;multinomial
mfeat_karhunen;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124205612_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997353848620696;test;18.4576670066667;3;58;138;31;64;1400;multinomial
604_fri_c4_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125192922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864659100942221;train;0.801621481666667;3;160;326;9;10;350;continuous
604_fri_c4_500_10;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125192922_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839367359758075;test;0.801621481666667;3;160;326;9;10;350;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801633549351549;train;1.34107020833333;5;200;410;6;10;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124164016_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.768954142969149;test;1.34107020833333;5;200;410;6;10;700;continuous
1199_BNG_echoMonths;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.675882604069632;train;14.3146109833167;6;220;452;9;9;12248;continuous
1199_BNG_echoMonths;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124205913_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.695123747897871;test;14.3146109833167;6;220;452;9;9;12248;continuous
titanic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.815784693747416;train;0.573529131666667;3;8;56;8;8;1545;binomial
titanic;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126090249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.796416083916084;test;0.573529131666667;3;8;56;8;8;1545;binomial
1030_ERA;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.741627357673177;train;0.176685691666667;5;20;214;4;4;700;continuous
1030_ERA;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125084420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746151507063753;test;0.176685691666667;5;20;214;4;4;700;continuous
appendicitis;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834444444444445;train;0.57216941835;3;160;326;4;4;75;binomial
appendicitis;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125095137_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.906666666666667;test;0.57216941835;3;160;326;4;4;75;binomial
207_autoPrice;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.376329536645426;train;0.473166083333333;8;45;386;2;9;112;continuous
207_autoPrice;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125084716_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.314476674755407;test;0.473166083333333;8;45;386;2;9;112;continuous
651_fri_c0_100_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126103849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.474753844825803;train;1.92933073333333;9;280;578;25;25;70;continuous
651_fri_c0_100_25;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126103849_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777004040426304;test;1.92933073333333;9;280;578;25;25;70;continuous
mfeat_zernike;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987597467755553;train;1.91273724333333;3;160;326;30;33;1400;multinomial
mfeat_zernike;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125200323_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979564816473263;test;1.91273724333333;3;160;326;30;33;1400;multinomial
optdigits;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999440936203119;train;8.5026804;3;160;326;62;62;3934;multinomial
optdigits;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125122733_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998928261938561;test;8.5026804;3;160;326;62;62;3934;multinomial
letter;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.9723410589243;train;5.35336682666667;9;16;242;13;16;14000;multinomial
letter;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125112159_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.970814026438016;test;5.35336682666667;9;16;242;13;16;14000;multinomial
analcatdata_authorship;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999844806303363;train;1.15148459;3;160;326;28;70;589;multinomial
analcatdata_authorship;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124151846_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999608457615256;test;1.15148459;3;160;326;28;70;589;multinomial
648_fri_c1_250_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791080534540793;train;0.784622006666667;20;219;516;4;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152137_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.868066947730008;test;0.784622006666667;20;219;516;4;50;175;continuous
analcatdata_asbestos;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.922988505747126;train;0.0766755083333333;3;12;76;2;3;59;binomial
analcatdata_asbestos;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125085157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.71875;test;0.0766755083333333;3;12;76;2;3;59;binomial
sonar;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.49592037833333;16;420;872;57;60;146;binomial
sonar;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125111359_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95026455026455;test;3.49592037833333;16;420;872;57;60;146;binomial
twonorm;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997657942066044;train;2.61590878166667;3;20;104;20;20;5180;binomial
twonorm;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124160422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998720425052713;test;2.61590878166667;3;20;104;20;20;5180;binomial
663_rabe_266;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124184953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.110403201329739;train;1.849253665;10;284;588;2;2;84;continuous
663_rabe_266;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124184953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.113514142221813;test;1.849253665;10;284;588;2;2;84;continuous
analcatdata_japansolvent;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.926470588235294;train;0.550097306666667;3;160;326;3;3;37;binomial
analcatdata_japansolvent;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082716_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.660714285714286;test;0.550097306666667;3;160;326;3;3;37;binomial
heart_c;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.943175735950044;train;1.756284505;8;13;198;12;13;213;binomial
heart_c;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125140414_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.879762493814943;test;1.756284505;8;13;198;12;13;213;binomial
schizo;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.626380652890087;train;1.52292594335;5;200;410;1;13;238;multinomial
schizo;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125173124_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.500209150326797;test;1.52292594335;5;200;410;1;13;238;multinomial
banana;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.545415865296047;train;0.22716298;6;2;28;2;2;3710;binomial
banana;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124153321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.53832642674004;test;0.22716298;6;2;28;2;2;3710;binomial
657_fri_c2_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860312330533515;train;0.518165275;11;50;502;2;10;175;continuous
657_fri_c2_250_10;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125082940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840015833882487;test;0.518165275;11;50;502;2;10;175;continuous
breast_cancer;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.76551094890511;train;0.948348001666667;5;200;410;9;9;201;binomial
breast_cancer;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124151407_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.65327380952381;test;0.948348001666667;5;200;410;9;9;201;binomial
wdbc;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993820583848285;train;0.211429846666667;3;76;166;14;21;399;binomial
wdbc;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.991666666666667;test;0.211429846666667;3;76;166;14;21;399;binomial
colic;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900557861961598;train;0.537523335;7;76;342;2;22;258;binomial
colic;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826155462184874;test;0.537523335;7;76;342;2;22;258;binomial
593_fri_c1_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813254126748564;train;1.84825172665;8;20;332;8;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.868704627863287;test;1.84825172665;8;20;332;8;10;700;continuous
sleep;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866503699480772;train;2.960748835;5;13;138;9;13;74136;multinomial
sleep;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869418438386503;test;2.960748835;5;13;138;9;13;74136;multinomial
598_fri_c0_1000_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49149177980577;train;0.725114505;3;160;326;19;25;700;continuous
598_fri_c0_1000_25;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125091615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522982854307463;test;0.725114505;3;160;326;19;25;700;continuous
glass;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.921056939306931;train;1.79542738166667;9;280;578;6;9;144;multinomial
glass;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124161242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.808333333333333;test;1.79542738166667;9;280;578;6;9;144;multinomial
pendigits;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125192507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997977214644165;train;48.5709206;2;16;72;16;16;7695;multinomial
pendigits;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125192507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997670736423732;test;48.5709206;2;16;72;16;16;7695;multinomial
movement_libras;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997761904761905;train;0.294585878333333;3;19;114;14;19;252;multinomial
movement_libras;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124162531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883080714825613;test;0.294585878333333;3;19;114;14;19;252;multinomial
flags;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.91055271834982;train;1.32066741;16;39;684;15;39;125;multinomial
flags;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125195456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.687841156664686;test;1.32066741;16;39;684;15;39;125;multinomial
1199_BNG_echoMonths;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.718005579926014;train;0.341917566666667;5;45;250;6;9;12248;continuous
1199_BNG_echoMonths;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124174615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.703321199283093;test;0.341917566666667;5;45;250;6;9;12248;continuous
tokyo1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988804229513295;train;0.967572465;3;160;326;22;22;672;binomial
tokyo1;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125104102_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.982691319979456;test;0.967572465;3;160;326;22;22;672;binomial
glass2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.691697191697192;train;0.569857488333333;3;160;326;7;9;115;binomial
glass2;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125121456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.694444444444445;test;0.569857488333333;3;160;326;7;9;115;binomial
628_fri_c3_1000_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.831891120382547;train;0.114632968333333;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124162122_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849880949170888;test;0.114632968333333;3;25;156;5;5;700;continuous
bupa;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.682324786324786;train;0.823729585;5;200;410;4;5;242;binomial
bupa;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124210644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.576923076923077;test;0.823729585;5;200;410;4;5;242;binomial
cars;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.63381787;3;160;326;1;7;275;multinomial
cars;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114903_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.63381787;3;160;326;1;7;275;multinomial
663_rabe_266;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.234624396748553;train;0.569092848333333;3;160;326;2;2;84;continuous
663_rabe_266;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126114322_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259936684648549;test;0.569092848333333;3;160;326;2;2;84;continuous
clean1;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.849725931666667;3;160;326;1;94;334;binomial
clean1;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126083221_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.849725931666667;3;160;326;1;94;334;binomial
allrep;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963304569320902;train;4.820108665;20;376;792;4;24;2641;multinomial
allrep;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125104207_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976683424951429;test;4.820108665;20;376;792;4;24;2641;multinomial
optdigits;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999887357573103;train;37.740666895;2;46;96;58;61;3934;multinomial
optdigits;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999054820666436;test;37.740666895;2;46;96;58;61;3934;multinomial
1595_poker;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816671548754769;train;4.59793049833333;6;50;292;2;10;717507;continuous
1595_poker;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124153908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814355361021191;test;4.59793049833333;6;50;292;2;10;717507;continuous
207_autoPrice;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125203911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.327187658546964;train;0.516473908333333;3;20;132;10;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125203911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.459034589337097;test;0.516473908333333;3;20;132;10;10;112;continuous
192_vineyard;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412830853202531;train;0.500360316666667;3;160;326;2;2;37;continuous
192_vineyard;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.56053258723015;test;0.500360316666667;3;160;326;2;2;37;continuous
573_cpu_act;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.185763110149946;train;0.678200275;11;85;512;17;17;5735;continuous
573_cpu_act;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125135546_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.185109688336684;test;0.678200275;11;85;512;17;17;5735;continuous
german;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823297376404113;train;2.17838867166667;13;322;670;11;20;700;binomial
german;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124211144_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.764790457425848;test;2.17838867166667;13;322;670;11;20;700;binomial
breast_cancer;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.763607066125567;train;0.956181875;5;200;410;5;9;201;binomial
breast_cancer;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124175724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.68155149934811;test;0.956181875;5;200;410;5;9;201;binomial
633_fri_c0_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126105853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512999140574525;train;1.2403909;9;50;402;25;25;350;continuous
633_fri_c0_500_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126105853_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.521870811345909;test;1.2403909;9;50;402;25;25;350;continuous
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haberman;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124164432_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.679108796296296;test;0.10708311;5;12;128;1;3;215;binomial
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.506057884214491;train;0.288923171666667;5;121;260;14;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126112444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.564809467748083;test;0.288923171666667;5;121;260;14;25;700;continuous
573_cpu_act;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.278207988533726;train;1.80036514001667;5;184;378;4;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.287681316553735;test;1.80036514001667;5;184;378;4;17;5735;continuous
vowel;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96802353949872;train;17.7222703733333;6;13;154;9;13;693;multinomial
vowel;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124192519_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959654275880159;test;17.7222703733333;6;13;154;9;13;693;multinomial
appendicitis;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124211839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823333333333333;train;0.461605155;13;16;388;1;4;75;binomial
appendicitis;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124211839_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93;test;0.461605155;13;16;388;1;4;75;binomial
606_fri_c2_1000_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125191435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.778190489721523;train;1.35364346833333;5;200;410;9;10;700;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125191435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.81321576035742;test;1.35364346833333;5;200;410;9;10;700;continuous
603_fri_c0_250_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.304150402152461;train;2.37734198666667;7;240;494;14;50;175;continuous
603_fri_c0_250_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124200948_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.522857493128524;test;2.37734198666667;7;240;494;14;50;175;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811480309013993;train;0.230456976666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125144031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812343622512818;test;0.230456976666667;3;10;72;5;5;700;continuous
627_fri_c2_500_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816901065689191;train;0.404151871666667;8;50;376;10;10;350;continuous
627_fri_c2_500_10;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125193406_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812778132864532;test;0.404151871666667;8;50;376;10;10;350;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48232303565459;train;1.997743415;20;276;592;30;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124164845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.486653482748849;test;1.997743415;20;276;592;30;50;700;continuous
pima;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.812538184261975;train;0.915822918333333;3;160;326;5;8;538;binomial
pima;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124162048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82201713909031;test;0.915822918333333;3;160;326;5;8;538;binomial
602_fri_c3_250_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.272849506809908;train;1.19958223;6;220;452;3;9;175;continuous
602_fri_c3_250_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125102746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.426443195313966;test;1.19958223;6;220;452;3;9;175;continuous
waveform_40;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969403593427681;train;1.67528537;3;160;326;40;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124192455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.969308746658013;test;1.67528537;3;160;326;40;40;3500;multinomial
sonar;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999245852187029;train;1.47391404;5;200;410;59;59;146;binomial
sonar;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126113508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885057471264368;test;1.47391404;5;200;410;59;59;146;binomial
606_fri_c2_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782900047773112;train;0.296972311666667;7;50;334;6;10;700;continuous
606_fri_c2_1000_10;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125111752_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814075730741972;test;0.296972311666667;7;50;334;6;10;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125103334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.504519090403003;train;0.180451593333333;3;85;176;6;25;700;continuous
598_fri_c0_1000_25;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125103334_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522621944992803;test;0.180451593333333;3;85;176;6;25;700;continuous
breast;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.387935166666667;5;40;242;8;10;490;binomial
breast;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979547790339157;test;0.387935166666667;5;40;242;8;10;490;binomial
648_fri_c1_250_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126110453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.733235220721284;train;0.373514116683333;5;130;270;12;50;175;continuous
648_fri_c1_250_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126110453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83141790488161;test;0.373514116683333;5;130;270;12;50;175;continuous
allhyper;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995813061111225;train;2.23806365166667;20;25;822;23;25;2640;multinomial
allhyper;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125125308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890612793080946;test;2.23806365166667;20;25;822;23;25;2640;multinomial
1196_BNG_pharynx;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661105038086899;train;21.0596575233333;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124154221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661866378927085;test;21.0596575233333;3;20;134;10;10;700000;continuous
hepatitis;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864950316169828;train;1.78459762666667;20;76;888;6;19;109;binomial
hepatitis;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124152157_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853658536585366;test;1.78459762666667;20;76;888;6;19;109;binomial
prnn_fglass;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881931775125509;train;1.32267633668333;6;9;116;5;9;144;multinomial
prnn_fglass;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125163325_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84734375;test;1.32267633668333;6;9;116;5;9;144;multinomial
712_chscase_geyser1;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.529835281711717;train;0.999265805;6;220;452;2;2;156;continuous
712_chscase_geyser1;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125140128_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.535411092786334;test;0.999265805;6;220;452;2;2;156;continuous
analcatdata_lawsuit;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.11017486835;3;16;108;3;4;185;binomial
analcatdata_lawsuit;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125163232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941558441558442;test;0.11017486835;3;16;108;3;4;185;binomial
599_fri_c2_1000_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817067715340272;train;0.112120836666667;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125164057_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.800757936686749;test;0.112120836666667;3;25;156;5;5;700;continuous
643_fri_c2_500_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.201300115938702;train;2.33571472833333;11;310;642;11;25;350;continuous
643_fri_c2_500_25;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125170911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401640221771918;test;2.33571472833333;11;310;642;11;25;350;continuous
analcatdata_authorship;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999983416757935;train;0.904848573333333;3;160;326;20;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125163230_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999639930878718;test;0.904848573333333;3;160;326;20;70;589;multinomial
glass2;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115118_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.816585956416465;train;0.440755926666667;8;36;376;4;9;115;binomial
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mnist;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995548771635273;train;1840.24126930833;0;5;10;650;653;49000;multinomial
mnist;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124151531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993264126906901;test;1840.24126930833;0;5;10;650;653;49000;multinomial
mnist;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993925553264609;train;253.743702015;0;100;200;523;525;49000;multinomial
mnist;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114026_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993212675134212;test;253.743702015;0;100;200;523;525;49000;multinomial
clean2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;6.349268425;5;200;410;10;109;4619;binomial
clean2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171802_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999137617828953;test;6.349268425;5;200;410;10;109;4619;binomial
cleveland;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.740931770833333;train;0.374053931666667;10;13;266;4;13;213;multinomial
cleveland;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.670438076416337;test;0.374053931666667;10;13;266;4;13;213;multinomial
582_fri_c1_500_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790908004771645;train;0.842124413333333;3;160;326;10;25;350;continuous
582_fri_c1_500_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125142143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.881134234168273;test;0.842124413333333;3;160;326;10;25;350;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.507722245198681;train;2.03337607333333;7;50;314;12;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126084540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.567468013722386;test;2.03337607333333;7;50;314;12;25;700;continuous
602_fri_c3_250_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8216977078356;train;0.476558493333333;9;45;418;4;9;175;continuous
602_fri_c3_250_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083032_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819751058554182;test;0.476558493333333;9;45;418;4;9;175;continuous
tae;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.823866758241758;train;0.635360718333333;3;160;326;5;5;106;multinomial
tae;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125133050_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.683551198257081;test;0.635360718333333;3;160;326;5;5;106;multinomial
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.207091166338351;train;0.21318661;3;6;48;3;3;333;continuous
556_analcatdata_apnea2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182008_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.233732189443029;test;0.21318661;3;6;48;3;3;333;continuous
cloud;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.674033990700657;train;0.572521318333333;10;5;104;5;5;76;multinomial
cloud;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083002_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.484427609427609;test;0.572521318333333;10;5;104;5;5;76;multinomial
breast_w;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.154621715;3;36;158;7;9;490;binomial
breast_w;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125201537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974756690997567;test;0.154621715;3;36;158;7;9;490;binomial
542_pollution;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.331094953125421;train;1.54496166166667;7;240;494;12;13;42;continuous
542_pollution;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125185649_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.669436375042622;test;1.54496166166667;7;240;494;12;13;42;continuous
waveform_40;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986190186946677;train;4.92214786665;7;224;462;32;40;3500;multinomial
waveform_40;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126084245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969608675660479;test;4.92214786665;7;224;462;32;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9866618052878;train;6.32795321833333;10;300;620;26;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125144239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971092296086244;test;6.32795321833333;10;300;620;26;40;3500;multinomial
617_fri_c3_500_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819931460453984;train;0.11037699;3;25;156;5;5;350;continuous
617_fri_c3_500_5;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126113922_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.866809130028178;test;0.11037699;3;25;156;5;5;350;continuous
breast_cancer_wisconsin;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125150904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989824485840422;train;0.626297445;3;22;124;21;22;399;binomial
breast_cancer_wisconsin;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125150904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990271226415094;test;0.626297445;3;22;124;21;22;399;binomial
616_fri_c4_500_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.780740499234765;train;0.33792782;5;130;270;12;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082654_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.909544952587564;test;0.33792782;5;130;270;12;50;350;continuous
dis;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993348412498953;train;2.03829423166667;5;200;410;24;25;2641;binomial
dis;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091647_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927762883526959;test;2.03829423166667;5;200;410;24;25;2641;binomial
segmentation;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997355312958516;train;3.40108835835;5;200;410;13;13;1617;multinomial
segmentation;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124153449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997206898154131;test;3.40108835835;5;200;410;13;13;1617;multinomial
654_fri_c0_500_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383708729687521;train;1.66292446;12;276;576;7;10;350;continuous
654_fri_c0_500_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171636_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.474840684039331;test;1.66292446;12;276;576;7;10;350;continuous
ionosphere;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.855907981875218;train;0.827417656666667;10;128;468;9;32;246;binomial
ionosphere;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091422_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.853530950305144;test;0.827417656666667;10;128;468;9;32;246;binomial
clean1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.797284563333333;3;160;326;1;89;334;binomial
clean1;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124203527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.797284563333333;3;160;326;1;89;334;binomial
clean1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.630316475;3;34;74;2;94;334;binomial
clean1;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125160642_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.630316475;3;34;74;2;94;334;binomial
562_cpu_small;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.297931938416493;train;2.92125558666667;7;240;494;3;12;5735;continuous
562_cpu_small;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125155234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.299162084160869;test;2.92125558666667;7;240;494;3;12;5735;continuous
contraceptive;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722473325424497;train;2.32571643333333;6;9;116;4;9;1032;multinomial
contraceptive;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125133138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731675316190755;test;2.32571643333333;6;9;116;4;9;1032;multinomial
analcatdata_germangss;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.776882950417922;train;1.521425915;8;260;536;4;5;280;multinomial
analcatdata_germangss;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171222_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.751869278680119;test;1.521425915;8;260;536;4;5;280;multinomial
horse_colic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935521536066424;train;1.31978186666667;5;200;410;7;22;258;binomial
horse_colic;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.893732492997199;test;1.31978186666667;5;200;410;7;22;258;binomial
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.784758615787141;train;1.17416276666667;5;200;410;22;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084745_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84927762715996;test;1.17416276666667;5;200;410;22;50;700;continuous
schizo;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.664387502343804;train;4.81460230333333;20;500;1040;12;13;238;multinomial
schizo;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.557162755812708;test;4.81460230333333;20;500;1040;12;13;238;multinomial
analcatdata_aids;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126091333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;3.15000647;20;500;1040;3;3;35;binomial
analcatdata_aids;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126091333_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.555555555555556;test;3.15000647;20;500;1040;3;3;35;binomial
letter;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184839_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981289272500529;train;71.8494294133167;1;16;42;16;16;14000;multinomial
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653_fri_c0_250_25;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124171051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.411268448977128;train;0.1773841;3;90;186;25;25;175;continuous
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678_visualizing_environmental;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.721395733791221;train;0.279640416666667;9;15;258;3;3;78;continuous
678_visualizing_environmental;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125185456_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.779566728793312;test;0.279640416666667;9;15;258;3;3;78;continuous
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607_fri_c4_1000_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851830534270772;train;0.817010665;3;160;326;10;50;700;continuous
607_fri_c4_1000_50;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125120524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.874534054176039;test;0.817010665;3;160;326;10;50;700;continuous
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690_visualizing_galaxy;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124182210_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.131347074970591;train;0.916722398333333;5;200;410;4;4;227;continuous
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631_fri_c1_500_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124193751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.189866330706878;train;1.25352194833333;5;200;410;5;5;350;continuous
631_fri_c1_500_5;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124193751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.333121650046748;test;1.25352194833333;5;200;410;5;5;350;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.804655784726373;train;1.80194160331667;7;240;494;8;10;700;continuous
606_fri_c2_1000_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124184640_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.771013956302957;test;1.80194160331667;7;240;494;8;10;700;continuous
analcatdata_cyyoung8092;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862980769230769;train;1.39807360833333;20;244;528;3;7;68;binomial
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294_satellite_image;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125111147_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484798907363807;train;5.96418028166667;7;48;314;24;24;4505;continuous
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560_bodyfat;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125142050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0309440795465162;test;0.17750566;3;65;186;1;13;177;continuous
556_analcatdata_apnea2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.223638339193161;train;0.0836803283333333;3;15;120;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150040_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.566012890355346;test;0.0836803283333333;3;15;120;0;3;333;continuous
503_wind;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125210048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.469917052509506;train;1.18925158831667;3;160;326;14;14;4602;continuous
503_wind;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125210048_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.459393496897384;test;1.18925158831667;3;160;326;14;14;4602;continuous
mfeat_factors;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124202738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999946765234854;train;3.93869429833333;3;160;326;135;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124202738_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999052863501593;test;3.93869429833333;3;160;326;135;135;1400;multinomial
547_no2;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.649649466182198;train;0.16404587;3;35;166;7;7;350;continuous
547_no2;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125180115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.663861155724109;test;0.16404587;3;35;166;7;7;350;continuous
wine_recognition;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0889447466666667;3;13;86;8;13;125;multinomial
wine_recognition;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124174739_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993238304093567;test;0.0889447466666667;3;13;86;8;13;125;multinomial
557_analcatdata_apnea1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.217951012588335;train;0.129295146666667;3;6;48;3;3;333;continuous
557_analcatdata_apnea1;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125172850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.402444575978149;test;0.129295146666667;3;6;48;3;3;333;continuous
analcatdata_cyyoung8092;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935553168635875;train;0.383817608333333;7;28;334;7;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124172001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925;test;0.383817608333333;7;28;334;7;7;68;binomial
bupa;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76417094017094;train;2.062060215;10;300;620;5;5;242;binomial
bupa;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126094415_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.552413273001508;test;2.062060215;10;300;620;5;5;242;binomial
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125103208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835068613956299;train;0.489551148333333;7;170;354;8;50;700;continuous
583_fri_c1_1000_50;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125103208_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841890653983182;test;0.489551148333333;7;170;354;8;50;700;continuous
confidence;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.874691358024691;train;1.957985245;9;280;578;1;1;51;multinomial
confidence;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125082859_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862962962962963;test;1.957985245;9;280;578;1;1;51;multinomial
prnn_fglass;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.902672042246851;train;2.24634376666667;10;9;186;4;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124181952_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860989583333333;test;2.24634376666667;10;9;186;4;9;144;multinomial
allhypo;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124172804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.83722730834033;train;24.8882070733333;6;24;248;8;24;2639;multinomial
allhypo;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124172804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766706449037066;test;24.8882070733333;6;24;248;8;24;2639;multinomial
spambase;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.977656621728787;train;0.344026435;3;80;166;55;55;3221;binomial
spambase;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125092854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972994556465729;test;0.344026435;3;80;166;55;55;3221;binomial
1089_USCrime;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.424634345643038;train;0.0690488133333333;3;10;76;2;2;33;continuous
1089_USCrime;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126100809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.355541100577477;test;0.0690488133333333;3;10;76;2;2;33;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.787039171445679;train;0.330640985;8;45;376;6;9;175;continuous
602_fri_c3_250_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125155803_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897916652072766;test;0.330640985;8;45;376;6;9;175;continuous
cars;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864364325164764;train;0.12501769165;6;7;92;4;7;275;multinomial
cars;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125114903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.755268311790051;test;0.12501769165;6;7;92;4;7;275;multinomial
mfeat_morphological;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125102007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.916507050983886;train;0.0491346933333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125102007_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.912386887026698;test;0.0491346933333333;3;2;16;2;2;1400;multinomial
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82145493595938;train;2.21753015166667;13;276;578;3;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125132957_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.825481414034825;test;2.21753015166667;13;276;578;3;25;700;continuous
credit_a;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.946426710210888;train;0.798007708333333;11;52;502;9;13;483;binomial
credit_a;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125085621_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90954536879834;test;0.798007708333333;11;52;502;9;13;483;binomial
1196_BNG_pharynx;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.675327143556061;train;30.82989943;1;120;242;4;10;700000;continuous
1196_BNG_pharynx;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124165301_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.6758874832029;test;30.82989943;1;120;242;4;10;700000;continuous
analcatdata_creditscore;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.14854206;3;24;150;2;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126113755_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995215311004785;test;0.14854206;3;24;150;2;6;70;binomial
horse_colic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963771406331085;train;1.689448595;8;260;536;20;22;258;binomial
horse_colic;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124170949_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86922268907563;test;1.689448595;8;260;536;20;22;258;binomial
644_fri_c4_250_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.775952142427085;train;0.20573358;3;90;186;21;24;175;continuous
644_fri_c4_250_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151849_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.962743057636635;test;0.20573358;3;90;186;21;24;175;continuous
allbp;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983410424061274;train;1.98626191;3;160;326;25;25;2641;multinomial
allbp;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125180526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.977142867358906;test;1.98626191;3;160;326;25;25;2641;multinomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84032634032634;train;0.0634673483333333;3;3;24;3;3;59;binomial
analcatdata_asbestos;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124151241_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.937062937062937;test;0.0634673483333333;3;3;24;3;3;59;binomial
604_fri_c4_500_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845045698982944;train;0.212221223333333;5;50;250;6;10;350;continuous
604_fri_c4_500_10;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125162641_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.861044326369397;test;0.212221223333333;5;50;250;6;10;350;continuous
prnn_crabs;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125145940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997133497133497;train;0.141372548333333;3;3;24;3;3;140;binomial
prnn_crabs;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125145940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.141372548333333;3;3;24;3;3;140;binomial
620_fri_c1_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836174300222924;train;1.02166866833333;3;49;146;17;25;700;continuous
620_fri_c1_1000_25;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125165436_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83192086980609;test;1.02166866833333;3;49;146;17;25;700;continuous
648_fri_c1_250_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.729638750690489;train;1.23022891833333;6;100;276;22;50;175;continuous
648_fri_c1_250_50;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125154743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817343669777257;test;1.23022891833333;6;100;276;22;50;175;continuous
cleveland;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125210138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.579151275532568;train;0.347403658333333;10;13;240;1;13;213;multinomial
cleveland;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125210138_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.580628102056673;test;0.347403658333333;10;13;240;1;13;213;multinomial
562_cpu_small;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.124351706963924;train;17.32956424;7;240;494;10;12;5735;continuous
562_cpu_small;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126103951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160455217546338;test;17.32956424;7;240;494;10;12;5735;continuous
mfeat_fourier;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985457527724415;train;0.459315613333333;3;60;138;34;76;1400;multinomial
mfeat_fourier;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083151_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972035435585459;test;0.459315613333333;3;60;138;34;76;1400;multinomial
clean1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.276254921683333;3;84;174;1;92;334;binomial
clean1;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085231_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.276254921683333;3;84;174;1;92;334;binomial
hypothyroid;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931441051872946;train;0.199798528333333;3;69;166;9;20;2215;binomial
hypothyroid;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125093351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.927226005396377;test;0.199798528333333;3;69;166;9;20;2215;binomial
ionosphere;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125141307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.956125356125356;train;3.36101124;8;32;304;32;32;246;binomial
ionosphere;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125141307_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.894524959742351;test;3.36101124;8;32;304;32;32;246;binomial
crx;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977229071351238;train;0.871151038333333;3;160;326;14;14;483;binomial
crx;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125165618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.944954128440367;test;0.871151038333333;3;160;326;14;14;483;binomial
557_analcatdata_apnea1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.240088155536187;train;0.0992997916666667;3;15;120;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125100714_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.199064340031458;test;0.0992997916666667;3;15;120;3;3;333;continuous
dermatology;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998084365325077;train;0.983814508316667;3;160;326;16;25;257;multinomial
dermatology;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124205532_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.981002378067932;test;0.983814508316667;3;160;326;16;25;257;multinomial
635_fri_c0_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53020944983146;train;0.895796176683333;3;160;326;10;10;175;continuous
635_fri_c0_250_10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125085508_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508817793281548;test;0.895796176683333;3;160;326;10;10;175;continuous
607_fri_c4_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.232265701745433;train;1.73938222166667;3;160;326;10;50;700;continuous
607_fri_c4_1000_50;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126112856_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.322972216015692;test;1.73938222166667;3;160;326;10;50;700;continuous
churn;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125103343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.86619148792187;train;0.681665713333333;8;60;376;9;15;3500;binomial
churn;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125103343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.8584311554079;test;0.681665713333333;8;60;376;9;15;3500;binomial
1089_USCrime;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.38134926971744;train;0.552506559983333;3;160;326;4;4;33;continuous
1089_USCrime;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125112043_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.476606194693116;test;0.552506559983333;3;160;326;4;4;33;continuous
auto;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984611911234252;train;1.43140576666667;6;220;452;18;22;142;multinomial
auto;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125191241_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.958445378151261;test;1.43140576666667;6;220;452;18;22;142;multinomial
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.167807340597948;train;2.37226068333333;9;280;578;5;10;700;continuous
606_fri_c2_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124500_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27635926897416;test;2.37226068333333;9;280;578;5;10;700;continuous
634_fri_c2_100_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.772220269956123;train;0.305177221666667;6;18;232;7;9;70;continuous
634_fri_c2_100_10;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125125551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.897030306240395;test;0.305177221666667;6;18;232;7;9;70;continuous
magic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824803457566509;train;2.40195058833333;3;160;326;5;9;13314;binomial
magic;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124145306_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823751492213722;test;2.40195058833333;3;160;326;5;9;13314;binomial
sleep;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.898004183514175;train;36.4317632416667;1;120;242;11;13;74136;multinomial
sleep;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125174346_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.892836975861245;test;36.4317632416667;1;120;242;11;13;74136;multinomial
heart_c;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931923213650906;train;0.716579671666667;10;52;460;7;13;213;binomial
heart_c;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171836_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.87954206072673;test;0.716579671666667;10;52;460;7;13;213;binomial
glass2;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.758547008547009;train;2.40217663333333;20;397;836;5;9;115;binomial
glass2;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.737847222222222;test;2.40217663333333;20;397;836;5;9;115;binomial
561_cpu;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.191597144485865;train;1.12373661666667;6;220;452;6;7;147;continuous
561_cpu;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110709_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.172567902987918;test;1.12373661666667;6;220;452;6;7;147;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125093945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.837980867065626;train;0.812274301666667;3;160;326;5;5;350;continuous
631_fri_c1_500_5;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125093945_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818402766830054;test;0.812274301666667;3;160;326;5;5;350;continuous
574_house_16H;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.588989828297873;train;0.82973403;11;75;512;15;15;15949;continuous
574_house_16H;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163410_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.559076525242842;test;0.82973403;11;75;512;15;15;15949;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.213633959358454;train;3.16452367333333;17;440;914;8;10;175;continuous
657_fri_c2_250_10;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125122742_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.397181354994794;test;3.16452367333333;17;440;914;8;10;175;continuous
heart_h;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.914312916534433;train;1.098536775;10;12;234;3;12;206;binomial
heart_h;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180453_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.877318494965554;test;1.098536775;10;12;234;3;12;206;binomial
519_vinnie;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125153357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.443890088277927;train;0.276458275;6;4;56;1;2;266;continuous
519_vinnie;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125153357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.547918156828675;test;0.276458275;6;4;56;1;2;266;continuous
631_fri_c1_500_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858694915117725;train;0.615024108333333;7;10;152;5;5;350;continuous
631_fri_c1_500_5;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125164217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.75396226779334;test;0.615024108333333;7;10;152;5;5;350;continuous
analcatdata_creditscore;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.990384615384615;train;0.129763865;3;6;44;1;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125135652_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.129763865;3;6;44;1;6;70;binomial
557_analcatdata_apnea1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.37160216121606;train;2.558144955;10;300;620;1;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124180040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.341095985976875;test;2.558144955;10;300;620;1;3;333;continuous
633_fri_c0_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.273016377920053;train;1.44127862998333;3;160;326;8;25;350;continuous
633_fri_c0_500_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.438010817974955;test;1.44127862998333;3;160;326;8;25;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.857200830296133;train;0.293904946666667;6;50;292;8;10;350;continuous
604_fri_c4_500_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131954_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822324138542246;test;0.293904946666667;6;50;292;8;10;350;continuous
irish;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904547094911584;train;0.666515213333333;3;160;326;3;4;350;binomial
irish;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124172827_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.801825293350717;test;0.666515213333333;3;160;326;3;4;350;binomial
529_pollen;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.41579142715826;train;1.80942230333333;3;160;326;4;4;2694;continuous
529_pollen;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153447_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490627541486111;test;1.80942230333333;3;160;326;4;4;2694;continuous
analcatdata_cyyoung8092;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.90080738177624;train;0.350086411666667;8;28;368;3;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125173703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915584415584416;test;0.350086411666667;8;28;368;3;7;68;binomial
654_fri_c0_500_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510160227413419;train;0.130150141666667;3;50;166;6;10;350;continuous
654_fri_c0_500_10;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124161856_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.576282983780169;test;0.130150141666667;3;50;166;6;10;350;continuous
penguins;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999507214206437;train;0.675803691666667;3;160;326;5;7;241;multinomial
penguins;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125184955_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.675803691666667;3;160;326;5;7;241;multinomial
nikuradse_2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827468869984876;train;0.667955076666667;3;160;326;1;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191843_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.786411609480482;test;0.667955076666667;3;160;326;1;1;254;continuous
225_puma8NH;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.756387751542772;train;1.46555127166667;7;16;240;2;8;5735;continuous
225_puma8NH;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.76608883685356;test;1.46555127166667;7;16;240;2;8;5735;continuous
624_fri_c0_100_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125181936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.544442355259098;train;0.150893976666667;3;10;76;5;5;70;continuous
624_fri_c0_100_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125181936_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493064801110864;test;0.150893976666667;3;10;76;5;5;70;continuous
560_bodyfat;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0125152753140844;train;1.37966244166667;7;240;494;1;13;177;continuous
560_bodyfat;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124162431_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0523436538247874;test;1.37966244166667;7;240;494;1;13;177;continuous
breast;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999193385763259;train;0.735135839983333;3;10;66;10;10;490;binomial
breast;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125204049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976156217882837;test;0.735135839983333;3;10;66;10;10;490;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126111630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.907451923076923;train;0.496644686683333;8;7;120;3;7;68;binomial
analcatdata_cyyoung8092;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126111630_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.904761904761905;test;0.496644686683333;8;7;120;3;7;68;binomial
ann_thyroid;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99205634768195;train;0.547360835;7;21;244;2;21;5040;multinomial
ann_thyroid;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124203552_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989061670707527;test;0.547360835;7;21;244;2;21;5040;multinomial
613_fri_c3_250_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.209912953656042;train;1.248405195;6;220;452;5;5;175;continuous
613_fri_c3_250_5;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.411139373215664;test;1.248405195;6;220;452;5;5;175;continuous
mfeat_zernike;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988838507521668;train;2.33067818166667;3;160;326;32;32;1400;multinomial
mfeat_zernike;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124154816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978880878093011;test;2.33067818166667;3;160;326;32;32;1400;multinomial
nikuradse_2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125201101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.830311401387479;train;0.0773578666666667;5;2;24;0;1;254;continuous
nikuradse_2;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125201101_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.770478644796743;test;0.0773578666666667;5;2;24;0;1;254;continuous
695_chatfield_4;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.386321816986974;train;0.399803238333333;8;50;376;5;10;165;continuous
695_chatfield_4;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125173224_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.378246759471895;test;0.399803238333333;8;50;376;5;10;165;continuous
clean2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.974053232048261;train;0.508657501683333;3;80;166;103;103;4619;binomial
clean2;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126105112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973727324999803;test;0.508657501683333;3;80;166;103;103;4619;binomial
547_no2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.62583985670231;train;1.42533573998333;9;14;222;7;7;350;continuous
547_no2;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125181514_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.654448536993928;test;1.42533573998333;9;14;222;7;7;350;continuous
heart_h;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915851272015655;train;1.127127745;5;200;410;12;12;206;binomial
heart_h;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124152939_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.94435261707989;test;1.127127745;5;200;410;12;12;206;binomial
631_fri_c1_500_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.819696232669542;train;0.408436711666667;9;25;408;5;5;350;continuous
631_fri_c1_500_5;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126084033_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.848601837749304;test;0.408436711666667;9;25;408;5;5;350;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809518318528492;train;1.42252897166667;8;20;330;10;10;700;continuous
593_fri_c1_1000_10;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124203413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854989436583175;test;1.42252897166667;8;20;330;10;10;700;continuous
573_cpu_act;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184437162495433;train;7.605076835;5;200;410;12;16;5735;continuous
573_cpu_act;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125153548_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.20865823380591;test;7.605076835;5;200;410;12;16;5735;continuous
sleep;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884985957407923;train;31.7714207283333;1;120;242;12;13;74136;multinomial
sleep;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125114055_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883070376379696;test;31.7714207283333;1;120;242;12;13;74136;multinomial
210_cloud;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125152135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.227024237563453;train;0.549468345;12;25;534;3;5;76;continuous
210_cloud;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125152135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31205438858109;test;0.549468345;12;25;534;3;5;76;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.821162796556708;train;0.895097078333333;3;160;326;7;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820927053824352;test;0.895097078333333;3;160;326;7;10;700;continuous
647_fri_c1_250_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799909214834738;train;0.753144741666667;3;160;326;9;10;175;continuous
647_fri_c1_250_10;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124183612_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.935225456448903;test;0.753144741666667;3;160;326;9;10;175;continuous
flags;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883327821869489;train;0.99257005;14;39;600;12;39;125;multinomial
flags;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124151426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.700017636684303;test;0.99257005;14;39;600;12;39;125;multinomial
churn;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875733120350944;train;0.777054095;10;60;460;9;15;3500;binomial
churn;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115647_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.843063378543133;test;0.777054095;10;60;460;9;15;3500;binomial
credit_a;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943062076160668;train;0.868185745;3;160;326;10;14;483;binomial
credit_a;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946243645264545;test;0.868185745;3;160;326;10;14;483;binomial
wdbc;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.994762984558903;train;0.67820342;3;160;326;21;21;399;binomial
wdbc;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124174340_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995897435897436;test;0.67820342;3;160;326;21;21;399;binomial
agaricus_lepiota;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.370487008333333;3;48;102;20;20;5702;binomial
agaricus_lepiota;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124145940_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.370487008333333;3;48;102;20;20;5702;binomial
horse_colic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882464641173389;train;0.368047551666667;5;77;258;2;22;258;binomial
horse_colic;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125160753_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877582644628099;test;0.368047551666667;5;77;258;2;22;258;binomial
nikuradse_1;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.347600833076465;train;0.0775572583333333;3;10;80;1;2;254;continuous
nikuradse_1;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125114309_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.352953964263148;test;0.0775572583333333;3;10;80;1;2;254;continuous
analcatdata_boxing2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.771130104463438;train;0.714834161666667;3;160;326;3;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170006_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.582887700534759;test;0.714834161666667;3;160;326;3;3;93;binomial
cloud;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.643884537510656;train;0.233644211666667;10;5;106;3;5;76;multinomial
cloud;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212728_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.429508377425044;test;0.233644211666667;10;5;106;3;5;76;multinomial
228_elusage;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.362856418130558;train;0.04675663165;3;5;40;1;1;39;continuous
228_elusage;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124155443_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445023895079468;test;0.04675663165;3;5;40;1;1;39;continuous
penguins;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.407509895;3;7;42;5;7;241;multinomial
penguins;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124185409_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.407509895;3;7;42;5;7;241;multinomial
nikuradse_1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.182708721385322;train;0.12270686835;5;10;120;2;2;254;continuous
nikuradse_1;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090645_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.213215307635616;test;0.12270686835;5;10;120;2;2;254;continuous
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.926666666666667;train;0.247506898333333;6;7;94;4;7;65;binomial
analcatdata_cyyoung9302;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172907_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.880434782608696;test;0.247506898333333;6;7;94;4;7;65;binomial
mfeat_fourier;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993231832943507;train;3.081329195;3;160;326;18;76;1400;multinomial
mfeat_fourier;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125115159_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977303944495443;test;3.081329195;3;160;326;18;76;1400;multinomial
616_fri_c4_500_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814719348303963;train;2.65809081831667;9;100;402;7;50;350;continuous
616_fri_c4_500_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125164215_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.837781127657438;test;2.65809081831667;9;100;402;7;50;350;continuous
1595_poker;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815689466825735;train;2.33113988335;3;50;166;9;10;717507;continuous
1595_poker;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124165824_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81627097791789;test;2.33113988335;3;50;166;9;10;717507;continuous
584_fri_c4_500_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.280367134795053;train;0.993863791666667;3;160;326;5;24;350;continuous
584_fri_c4_500_25;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124163153_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370088372387071;test;0.993863791666667;3;160;326;5;24;350;continuous
wdbc;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999920676890534;train;1.382814695;3;160;326;17;23;399;binomial
wdbc;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124211747_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992858251824251;test;1.382814695;3;160;326;17;23;399;binomial
credit_g;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9910497467564;train;3.46330720666667;16;367;768;20;20;700;binomial
credit_g;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125084851_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.778325123152709;test;3.46330720666667;16;367;768;20;20;700;binomial
617_fri_c3_500_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124201001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814463710275295;train;0.23337907;6;25;282;5;5;350;continuous
617_fri_c3_500_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124201001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.853522901087972;test;0.23337907;6;25;282;5;5;350;continuous
analcatdata_boxing1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.644135802469136;train;0.117396831666667;5;12;118;1;3;84;binomial
analcatdata_boxing1;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154420_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.517361111111111;test;0.117396831666667;5;12;118;1;3;84;binomial
634_fri_c2_100_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.808318236678687;train;0.22288256;5;45;260;2;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126104031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862511158918503;test;0.22288256;5;45;260;2;9;70;continuous
mnist;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992958895201424;train;131.897030688317;0;100;200;651;653;49000;multinomial
mnist;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125180549_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992189833029714;test;131.897030688317;0;100;200;651;653;49000;multinomial
556_analcatdata_apnea2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.223638339193161;train;0.674443148333333;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195147_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.566012890355346;test;0.674443148333333;3;160;326;0;3;333;continuous
230_machine_cpu;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.244592578634012;train;0.20113843;5;30;248;6;6;147;continuous
230_machine_cpu;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125191213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.288625377235622;test;0.20113843;5;30;248;6;6;147;continuous
collins;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.24851667666667;12;20;462;7;20;340;multinomial
collins;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125135042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98001069573451;test;1.24851667666667;12;20;462;7;20;340;multinomial
wdbc;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996668429402433;train;0.2203958;3;75;166;7;21;399;binomial
wdbc;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126105039_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993634528799876;test;0.2203958;3;75;166;7;21;399;binomial
519_vinnie;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125153357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.443890088277927;train;0.05554447;3;10;80;1;2;266;continuous
519_vinnie;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125153357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547918156828675;test;0.05554447;3;10;80;1;2;266;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124211205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.813596890136041;train;0.874617738333333;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124211205_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818292086260129;test;0.874617738333333;3;160;326;10;25;700;continuous
529_pollen;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.435733201790632;train;0.256264581666667;6;20;262;4;4;2694;continuous
529_pollen;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085528_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.442600633570646;test;0.256264581666667;6;20;262;4;4;2694;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125142832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876102086977113;train;1.33993548335;6;50;276;2;25;175;continuous
605_fri_c2_250_25;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125142832_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.920489856501646;test;1.33993548335;6;50;276;2;25;175;continuous
prnn_crabs;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.37283369166667;9;280;578;4;4;140;binomial
prnn_crabs;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125083658_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941964285714286;test;1.37283369166667;9;280;578;4;4;140;binomial
new_thyroid;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125192557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.606950705;3;160;326;2;5;151;multinomial
new_thyroid;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125192557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990024468285338;test;0.606950705;3;160;326;2;5;151;multinomial
segmentation;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99647652414297;train;2.37083573666667;6;204;420;5;13;1617;multinomial
segmentation;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126083318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99574554766811;test;2.37083573666667;6;204;420;5;13;1617;multinomial
581_fri_c3_500_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.182573303140301;train;2.89186447166667;9;280;578;5;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124170005_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.311598928333316;test;2.89186447166667;9;280;578;5;25;350;continuous
mfeat_morphological;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.923927364137388;train;1.37882826166667;3;160;326;2;2;1400;multinomial
mfeat_morphological;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124203113_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910923594393758;test;1.37882826166667;3;160;326;2;2;1400;multinomial
schizo;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683806735866101;train;2.58028551;14;380;788;13;13;238;multinomial
schizo;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125144817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.580839002267574;test;2.58028551;14;380;788;13;13;238;multinomial
712_chscase_geyser1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.485027487476933;train;1.34120958333333;7;240;494;2;2;156;continuous
712_chscase_geyser1;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083309_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.470896626934843;test;1.34120958333333;7;240;494;2;2;156;continuous
segmentation;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125133910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9969529123095;train;2.90877460498333;5;184;378;7;14;1617;multinomial
segmentation;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125133910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.996111744460783;test;2.90877460498333;5;184;378;7;14;1617;multinomial
595_fri_c0_1000_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.485766700236806;train;0.12916666;3;50;166;7;10;700;continuous
595_fri_c0_1000_10;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.506856694653217;test;0.12916666;3;50;166;7;10;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820584786020346;train;0.198822146666667;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125190223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.896181590971467;test;0.198822146666667;3;10;72;5;5;700;continuous
631_fri_c1_500_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282811936386006;train;0.868173691666667;5;200;410;5;5;350;continuous
631_fri_c1_500_5;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125125356_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402245195918367;test;0.868173691666667;5;200;410;5;5;350;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829554739421251;train;1.50752952333333;6;215;442;7;10;700;continuous
608_fri_c3_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125160845_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842941310078013;test;1.50752952333333;6;215;442;7;10;700;continuous
analcatdata_germangss;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.873919967870819;train;1.79428765;10;300;620;5;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125134812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.803895937418536;test;1.79428765;10;300;620;5;5;280;multinomial
666_rmftsa_ladata;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.66521513347761;train;1.31989245166667;6;220;452;1;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083832_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.430255952672138;test;1.31989245166667;6;220;452;1;10;356;continuous
horse_colic;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907368967306694;train;0.22270691;3;65;174;5;22;258;binomial
horse_colic;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125082444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863445378151261;test;0.22270691;3;65;174;5;22;258;binomial
nikuradse_2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783001156819466;train;0.0751509183333333;6;2;28;0;1;254;continuous
nikuradse_2;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125104718_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.901141095722281;test;0.0751509183333333;6;2;28;0;1;254;continuous
clean1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.223355106666667;3;68;142;1;88;334;binomial
clean1;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125111402_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.223355106666667;3;68;142;1;88;334;binomial
penguins;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.702964343333333;3;160;326;5;7;241;multinomial
penguins;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145428_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.702964343333333;3;160;326;5;7;241;multinomial
687_sleuth_ex1605;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.402694806447524;train;1.99770265665;10;300;620;2;5;44;continuous
687_sleuth_ex1605;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125115823_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.525246665128767;test;1.99770265665;10;300;620;2;5;44;continuous
596_fri_c2_250_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.784421149650621;train;0.301719255;8;25;366;5;5;175;continuous
596_fri_c2_250_5;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124160407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.873686918854585;test;0.301719255;8;25;366;5;5;175;continuous
calendarDOW;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125185032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.828131708490156;train;4.53991600833333;8;14;212;5;14;280;multinomial
calendarDOW;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125185032_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.744647955742409;test;4.53991600833333;8;14;212;5;14;280;multinomial
coil2000;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.72220245891879;train;7.07347024;9;280;578;5;59;6876;binomial
coil2000;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125040_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.740247287675877;test;7.07347024;9;280;578;5;59;6876;binomial
waveform_40;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993090962670397;train;3.09343008;3;160;326;40;40;3500;multinomial
waveform_40;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125124728_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.971572389815551;test;3.09343008;3;160;326;40;40;3500;multinomial
sleep;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879460191875726;train;1.63591604666667;3;13;82;10;13;74136;multinomial
sleep;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125140947_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883082719141076;test;1.63591604666667;3;13;82;10;13;74136;multinomial
twonorm;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999583923681675;train;6.734095725;3;160;326;20;20;5180;binomial
twonorm;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126111739_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997324629721773;test;6.734095725;3;160;326;20;20;5180;binomial
1089_USCrime;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.60251445322734;train;1.12555196;5;200;410;6;6;33;continuous
1089_USCrime;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124170318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.600540777306229;test;1.12555196;5;200;410;6;6;33;continuous
vowel;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126103350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976090264325794;train;0.598173651666667;9;13;236;13;13;693;multinomial
vowel;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126103350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952586613894309;test;0.598173651666667;9;13;236;13;13;693;multinomial
glass;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.911029521725924;train;0.148720526666667;7;9;132;4;9;144;multinomial
glass;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126112459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.794439193446755;test;0.148720526666667;7;9;132;4;9;144;multinomial
churn;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870721528063997;train;7.28134170166667;11;15;324;8;15;3500;binomial
churn;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125114357_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.857135070711182;test;7.28134170166667;11;15;324;8;15;3500;binomial
credit_g;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970324409511255;train;1.91638861;6;220;452;18;20;700;binomial
credit_g;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152305_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.762937382560561;test;1.91638861;6;220;452;18;20;700;binomial
wine_quality_red;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.783294166904756;train;0.278369776666667;7;11;162;4;11;1120;multinomial
wine_quality_red;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125122710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753236320204469;test;0.278369776666667;7;11;162;4;11;1120;multinomial
analcatdata_happiness;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709821428571429;train;0.0621191433333333;3;3;24;1;3;42;multinomial
analcatdata_happiness;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125110758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638888888888889;test;0.0621191433333333;3;3;24;1;3;42;multinomial
vehicle;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125151617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949879407384767;train;2.01482399166667;3;13;84;13;13;593;multinomial
vehicle;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125151617_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933190407476122;test;2.01482399166667;3;13;84;13;13;593;multinomial
cleve;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981135465325189;train;2.25687273666667;13;352;730;11;13;213;binomial
cleve;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840909090909091;test;2.25687273666667;13;352;730;11;13;213;binomial
magic;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935784764122278;train;13.9658208433333;5;200;410;9;9;13314;binomial
magic;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124161818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920273095185837;test;13.9658208433333;5;200;410;9;9;13314;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125135652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998397435897436;train;0.68074668665;3;160;326;3;6;70;binomial
analcatdata_creditscore;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125135652_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.68074668665;3;160;326;3;6;70;binomial
581_fri_c3_500_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827010839996297;train;0.953672503316667;3;160;326;10;25;350;continuous
581_fri_c3_500_25;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124170005_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.864335640823316;test;0.953672503316667;3;160;326;10;25;350;continuous
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611_fri_c3_100_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.726166075439097;train;0.200001031666667;5;20;224;4;4;70;continuous
611_fri_c3_100_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126111637_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.936753533365469;test;0.200001031666667;5;20;224;4;4;70;continuous
603_fri_c0_250_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.480105882465571;train;1.98771063833333;20;303;646;26;50;175;continuous
603_fri_c0_250_50;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125100552_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473660568191949;test;1.98771063833333;20;303;646;26;50;175;continuous
690_visualizing_galaxy;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.114145988281219;train;0.612656361666667;3;160;326;4;4;227;continuous
690_visualizing_galaxy;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125111342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.186198718975614;test;0.612656361666667;3;160;326;4;4;227;continuous
690_visualizing_galaxy;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125210221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.298405548911249;train;0.177532255;3;8;60;3;4;227;continuous
690_visualizing_galaxy;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125210221_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.33087656023034;test;0.177532255;3;8;60;3;4;227;continuous
344_mv;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.134294856053689;train;5.415860715;6;204;420;10;10;28538;continuous
344_mv;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153954_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.135678442929639;test;5.415860715;6;204;420;10;10;28538;continuous
banana;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.551310234439819;train;0.151247195;7;8;126;2;2;3710;binomial
banana;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124193423_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.533399256603128;test;0.151247195;7;8;126;2;2;3710;binomial
647_fri_c1_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269244361455478;train;1.01616601498333;5;200;410;9;10;175;continuous
647_fri_c1_250_10;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125174224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.459310394159777;test;1.01616601498333;5;200;410;9;10;175;continuous
analcatdata_lawsuit;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999582289055973;train;0.582047693333333;3;144;294;2;4;185;binomial
analcatdata_lawsuit;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993243243243243;test;0.582047693333333;3;144;294;2;4;185;binomial
analcatdata_germangss;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.791579246523467;train;0.63662563;3;160;326;5;5;280;multinomial
analcatdata_germangss;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125161816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.726929603048024;test;0.63662563;3;160;326;5;5;280;multinomial
australian;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987434720128982;train;0.800721051683333;3;160;326;13;13;483;binomial
australian;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124170519_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908649355501588;test;0.800721051683333;3;160;326;13;13;483;binomial
wine_quality_red;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.866414274488617;train;5.70345442833333;20;464;970;2;11;1120;multinomial
wine_quality_red;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124202657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.776688426231081;test;5.70345442833333;20;464;970;2;11;1120;multinomial
heart_h;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.883519581194;train;1.79170696;7;240;494;6;12;206;binomial
heart_h;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124151008_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.91291642314436;test;1.79170696;7;240;494;6;12;206;binomial
225_puma8NH;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.732900787631939;train;1.88954734666667;5;200;410;4;8;5735;continuous
225_puma8NH;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126114641_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.765980241997977;test;1.88954734666667;5;200;410;4;8;5735;continuous
627_fri_c2_500_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849435697406462;train;0.145143656666667;3;49;166;1;10;350;continuous
627_fri_c2_500_10;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124162944_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856224250273769;test;0.145143656666667;3;49;166;1;10;350;continuous
1096_FacultySalaries;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.323110203918143;train;0.604977645;3;160;326;1;2;35;continuous
1096_FacultySalaries;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124150908_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.61106870310748;test;0.604977645;3;160;326;1;2;35;continuous
analcatdata_cyyoung9302;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978666666666667;train;3.67737848666667;20;500;1040;3;6;65;binomial
analcatdata_cyyoung9302;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124150000_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934782608695652;test;3.67737848666667;20;500;1040;3;6;65;binomial
irish;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.846436577004219;train;0.522195226666667;8;4;70;4;4;350;binomial
irish;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124212420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.893168604651163;test;0.522195226666667;8;4;70;4;4;350;binomial
294_satellite_image;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.452619690962584;train;1.55017295333333;3;160;326;26;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115148_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.465709208353668;test;1.55017295333333;3;160;326;26;26;4505;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838935634634643;train;1.87885953666667;8;50;356;10;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125185600_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847727336388477;test;1.87885953666667;8;50;356;10;25;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.827285734602226;train;0.912592173333333;3;72;150;46;50;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173911_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.861007425396141;test;0.912592173333333;3;72;150;46;50;700;continuous
hypothyroid;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992635975101527;train;1.82652140166667;3;160;326;5;20;2215;binomial
hypothyroid;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125132504_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992457763475463;test;1.82652140166667;3;160;326;5;20;2215;binomial
pima;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.828922711275652;train;0.668654425;3;160;326;8;8;538;binomial
pima;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151644_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846466152953849;test;0.668654425;3;160;326;8;8;538;binomial
ann_thyroid;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993114613319088;train;32.5087811433333;5;21;208;2;21;5040;multinomial
ann_thyroid;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125120703_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995228594715759;test;32.5087811433333;5;21;208;2;21;5040;multinomial
tae;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.695813460519343;train;0.0620624133333333;6;4;54;4;4;106;multinomial
tae;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195417_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.782222222222222;test;0.0620624133333333;6;4;54;4;4;106;multinomial
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809244776592871;train;0.110096233333333;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192649_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805978618037886;test;0.110096233333333;3;25;156;5;5;700;continuous
banana;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.551095800132514;train;0.08560615;3;8;64;2;2;3710;binomial
banana;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125090117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.529986749615453;test;0.08560615;3;8;64;2;2;3710;binomial
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832676848720824;train;2.93667323833333;10;300;620;16;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125114623_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832612353635664;test;2.93667323833333;10;300;620;16;100;700;continuous
analcatdata_germangss;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812110839521047;train;0.349802893333333;3;5;36;5;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125121834_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.751538037284316;test;0.349802893333333;3;5;36;5;5;280;multinomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.896885069817401;train;0.577771265016667;3;160;326;2;7;68;binomial
analcatdata_cyyoung8092;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125154533_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.958333333333333;test;0.577771265016667;3;160;326;2;7;68;binomial
buggyCrx;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124200453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920276505629971;train;0.533237571683333;8;56;376;3;14;483;binomial
buggyCrx;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124200453_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865422300607486;test;0.533237571683333;8;56;376;3;14;483;binomial
backache;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.79398100335;20;128;888;30;32;126;binomial
backache;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124153058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.63265306122449;test;1.79398100335;20;128;888;30;32;126;binomial
658_fri_c3_250_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.777124453943995;train;1.86469491333333;7;240;494;23;25;175;continuous
658_fri_c3_250_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124171424_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.896481389540882;test;1.86469491333333;7;240;494;23;25;175;continuous
breast_w;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989354642481889;train;0.721862868333333;3;9;62;3;9;490;binomial
breast_w;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125092354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979876317923763;test;0.721862868333333;3;9;62;3;9;490;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.847355769230769;train;0.849075751666667;5;193;396;4;7;68;binomial
analcatdata_cyyoung8092;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125090305_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.761904761904762;test;0.849075751666667;5;193;396;4;7;68;binomial
519_vinnie;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472596617629704;train;0.064895475;3;10;80;1;2;266;continuous
519_vinnie;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125171106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.48973666533773;test;0.064895475;3;10;80;1;2;266;continuous
230_machine_cpu;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.245441399039649;train;1.72382024;12;308;640;4;6;147;continuous
230_machine_cpu;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126085524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.352815548598751;test;1.72382024;12;308;640;4;6;147;continuous
wine_recognition;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.951912418333333;3;160;326;5;13;125;multinomial
wine_recognition;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125094313_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997835497835498;test;0.951912418333333;3;160;326;5;13;125;multinomial
622_fri_c2_1000_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.805504612003418;train;0.400763493333333;6;150;312;13;50;700;continuous
622_fri_c2_1000_50;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144120_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846364379871204;test;0.400763493333333;6;150;312;13;50;700;continuous
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.542941653070511;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124153645_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.518199757134183;test;;-Inf;-Inf;;1;1;849;binomial
650_fri_c0_500_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481227647498038;train;0.933316445;3;72;150;22;50;350;continuous
650_fri_c0_500_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125171131_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.477863377335498;test;0.933316445;3;72;150;22;50;350;continuous
backache;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124190748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.45182339166667;16;124;720;28;31;126;binomial
backache;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124190748_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.659722222222222;test;1.45182339166667;16;124;720;28;31;126;binomial
1201_BNG_breastTumor;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917864350096189;train;15.6519374016667;7;240;494;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125105045_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.919203551823916;test;15.6519374016667;7;240;494;8;9;81648;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.981990427378223;train;0.842494183333333;3;160;326;1;25;175;continuous
658_fri_c3_250_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125090104_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.924724904905119;test;0.842494183333333;3;160;326;1;25;175;continuous
598_fri_c0_1000_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493416454184575;train;0.687825543333333;3;50;146;13;25;700;continuous
598_fri_c0_1000_25;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126100220_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.542317329459375;test;0.687825543333333;3;50;146;13;25;700;continuous
hungarian;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927490871152843;train;1.78388158333333;9;280;578;10;12;206;binomial
hungarian;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125172815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853369272237197;test;1.78388158333333;9;280;578;10;12;206;binomial
608_fri_c3_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.813672912945845;train;0.269678033333333;6;50;292;6;10;700;continuous
608_fri_c3_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125141314_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832111310584266;test;0.269678033333333;6;50;292;6;10;700;continuous
page_blocks;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992146437017167;train;7.46247867666667;11;320;662;7;8;3832;multinomial
page_blocks;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124153403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98137994444519;test;7.46247867666667;11;320;662;7;8;3832;multinomial
crx;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.931426566064222;train;0.379671085;6;52;292;10;13;483;binomial
crx;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125111319_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888141923436041;test;0.379671085;6;52;292;10;13;483;binomial
cleve;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.93778507571611;train;0.489651975;8;52;376;9;13;213;binomial
cleve;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125125446_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877325289089995;test;0.489651975;8;52;376;9;13;213;binomial
228_elusage;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.370458167103204;train;0.65075847;3;160;326;1;1;39;continuous
228_elusage;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124155520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.453701783164883;test;0.65075847;3;160;326;1;1;39;continuous
564_fried;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.502402787048415;train;0.191085945;3;50;166;6;10;28538;continuous
564_fried;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161223_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510153242345222;test;0.191085945;3;50;166;6;10;28538;continuous
breast_cancer;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.766936587591241;train;0.637271985;10;36;452;4;9;201;binomial
breast_cancer;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126085252_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.689360119047619;test;0.637271985;10;36;452;4;9;201;binomial
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.227630797673496;train;1.34563342;3;160;326;5;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125180648_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.332327308255755;test;1.34563342;3;160;326;5;50;700;continuous
crx;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.919983546873906;train;0.699663438316667;10;56;460;5;14;483;binomial
crx;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894719626168224;test;0.699663438316667;10;56;460;5;14;483;binomial
615_fri_c4_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.235958238589996;train;2.10190635335;16;367;766;3;10;175;continuous
615_fri_c4_250_10;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124194557_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.4539810894321;test;2.10190635335;16;367;766;3;10;175;continuous
1193_BNG_lowbwt;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.624070686066572;train;2.63764254335;3;18;96;8;9;21773;continuous
1193_BNG_lowbwt;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126092111_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.626891695780732;test;2.63764254335;3;18;96;8;9;21773;continuous
561_cpu;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0921474188746487;train;1.39219846;7;240;494;4;7;147;continuous
561_cpu;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126085655_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.21772681113011;test;1.39219846;7;240;494;4;7;147;continuous
analcatdata_creditscore;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991452991452991;train;0.595073326666667;3;160;326;4;6;70;binomial
analcatdata_creditscore;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984126984126984;test;0.595073326666667;3;160;326;4;6;70;binomial
589_fri_c2_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78909069023585;train;0.168223335;3;85;176;24;25;700;continuous
589_fri_c2_1000_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124174802_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846045124114939;test;0.168223335;3;85;176;24;25;700;continuous
1089_USCrime;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.430489474995624;train;0.49765737;7;14;206;7;7;33;continuous
1089_USCrime;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124182904_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509842977485927;test;0.49765737;7;14;206;7;7;33;continuous
Hill_Valley_without_noise;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.511012506386476;train;;-Inf;-Inf;;1;1;849;binomial
Hill_Valley_without_noise;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125141044_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.505208971687707;test;;-Inf;-Inf;;1;1;849;binomial
1595_poker;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816504637455;train;34.21180450835;1;18;50;5;10;717507;continuous
1595_poker;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124150439_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.814233362242104;test;34.21180450835;1;18;50;5;10;717507;continuous
cleveland;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.702334633302375;train;4.757450595;8;13;208;4;13;213;multinomial
cleveland;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125165139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.602625224618149;test;4.757450595;8;13;208;4;13;213;multinomial
ecoli;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125200154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978516233377075;train;1.095611935;3;160;326;5;6;229;multinomial
ecoli;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125200154_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979805491990847;test;1.095611935;3;160;326;5;6;229;multinomial
227_cpu_small;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124162536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318743203499013;train;0.338652783333333;6;60;302;3;12;5735;continuous
227_cpu_small;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124162536_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.318843051814504;test;0.338652783333333;6;60;302;3;12;5735;continuous
glass2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125142812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999395039322444;train;2.60751233833333;17;417;868;6;9;115;binomial
glass2;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125142812_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.840290381125227;test;2.60751233833333;17;417;868;6;9;115;binomial
pendigits;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997905102033825;train;17.9209517533333;10;252;524;16;16;7695;multinomial
pendigits;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124203728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997218770029302;test;17.9209517533333;10;252;524;16;16;7695;multinomial
yeast;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.919735920250156;train;1.06412205;3;160;326;8;8;1036;multinomial
yeast;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125165412_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.900678067092518;test;1.06412205;3;160;326;8;8;1036;multinomial
confidence;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.944240019240019;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124152629_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.938888888888889;test;;-Inf;-Inf;;1;1;51;multinomial
627_fri_c2_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.185057173606357;train;2.57182565333333;12;324;672;9;10;350;continuous
627_fri_c2_500_10;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125112025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.372772373628487;test;2.57182565333333;12;324;672;9;10;350;continuous
fars;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124200105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.912743370663837;train;31.1591588683333;0;100;200;21;21;70678;multinomial
fars;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124200105_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922309798763616;test;31.1591588683333;0;100;200;21;21;70678;multinomial
colic;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935601100052383;train;1.16634098833333;5;200;410;9;22;258;binomial
colic;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124155652_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.855716253443526;test;1.16634098833333;5;200;410;9;22;258;binomial
glass2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.24078365333333;7;240;494;5;9;115;binomial
glass2;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124192627_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.826086956521739;test;1.24078365333333;7;240;494;5;9;115;binomial
analcatdata_asbestos;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125193809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846198156682028;train;0.270440805;10;12;256;2;3;59;binomial
analcatdata_asbestos;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125193809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.918518518518519;test;0.270440805;10;12;256;2;3;59;binomial
sonar;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125151456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.917043740573152;train;7.36701761833333;19;59;810;31;59;146;binomial
sonar;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125151456_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865203761755486;test;7.36701761833333;19;59;810;31;59;146;binomial
allhyper;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994762772352897;train;1.62998101833333;20;25;742;25;25;2640;multinomial
allhyper;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124163344_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.882706156193417;test;1.62998101833333;20;25;742;25;25;2640;multinomial
606_fri_c2_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.799245522979471;train;0.955240056666667;3;160;326;5;10;700;continuous
606_fri_c2_1000_10;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124172912_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.787041555484369;test;0.955240056666667;3;160;326;5;10;700;continuous
wine_quality_red;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.782134008720788;train;0.305875206666667;9;11;200;4;11;1120;multinomial
wine_quality_red;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124173313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.770368557800444;test;0.305875206666667;9;11;200;4;11;1120;multinomial
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125101109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.607378955231507;train;4.82902002833333;3;43;166;9;9;21773;continuous
1193_BNG_lowbwt;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125101109_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.604542472588251;test;4.82902002833333;3;43;166;9;9;21773;continuous
nikuradse_2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.105437562047342;train;0.520625125;3;160;326;1;1;254;continuous
nikuradse_2;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.160750817218199;test;0.520625125;3;160;326;1;1;254;continuous
clean2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999537169274387;train;6.863342125;11;320;662;17;106;4619;binomial
clean2;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124194736_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997920978710822;test;6.863342125;11;320;662;17;106;4619;binomial
663_rabe_266;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.377328661782622;train;0.165197403333333;6;4;56;1;2;84;continuous
663_rabe_266;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125171551_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.28715068605197;test;0.165197403333333;6;4;56;1;2;84;continuous
hepatitis;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.766774891774892;train;2.67507218666667;17;19;640;1;19;109;binomial
hepatitis;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155448_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.672727272727273;test;2.67507218666667;17;19;640;1;19;109;binomial
641_fri_c1_500_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.205334923035122;train;0.983703838333333;3;160;326;10;10;350;continuous
641_fri_c1_500_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125165201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.360033630295648;test;0.983703838333333;3;160;326;10;10;350;continuous
analcatdata_lawsuit;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126103942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996422182468694;train;0.266984993333333;8;16;270;3;4;185;binomial
analcatdata_lawsuit;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126103942_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.266984993333333;8;16;270;3;4;185;binomial
547_no2;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.642613258582162;train;1.70672961166667;8;260;536;7;7;350;continuous
547_no2;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125085537_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.633232571632842;test;1.70672961166667;8;260;536;7;7;350;continuous
biomed;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.964574898785425;train;0.58137856;3;160;326;8;8;147;binomial
biomed;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125095815_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935340022296544;test;0.58137856;3;160;326;8;8;147;binomial
fars;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833184312256481;train;53.40729958;0;5;10;5;21;70678;multinomial
fars;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124145626_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814908170453428;test;53.40729958;0;5;10;5;21;70678;multinomial
687_sleuth_ex1605;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.63093869306225;train;1.60915584166667;9;280;578;3;5;44;continuous
687_sleuth_ex1605;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126114734_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.524665103091734;test;1.60915584166667;9;280;578;3;5;44;continuous
new_thyroid;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125113959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0988275583333333;7;5;76;5;5;151;multinomial
new_thyroid;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125113959_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975020576131687;test;0.0988275583333333;7;5;76;5;5;151;multinomial
tokyo1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.975237484317073;train;0.19561422;3;69;166;11;21;672;binomial
tokyo1;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126113602_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966855115840816;test;0.19561422;3;69;166;11;21;672;binomial
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790956756170935;train;0.376890908333333;5;130;270;16;50;700;continuous
622_fri_c2_1000_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126100903_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841034736877749;test;0.376890908333333;5;130;270;16;50;700;continuous
613_fri_c3_250_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124182735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.763086104443112;train;1.27331616166667;5;200;410;5;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124182735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867471746122403;test;1.27331616166667;5;200;410;5;5;175;continuous
optdigits;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125114016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998705761191114;train;2.04656613;5;58;222;33;61;3934;multinomial
optdigits;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125114016_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992019912207339;test;2.04656613;5;58;222;33;61;3934;multinomial
backache;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.585511363636364;train;1.64346275666667;10;252;524;1;31;126;binomial
backache;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165318_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.597530864197531;test;1.64346275666667;10;252;524;1;31;126;binomial
pendigits;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99805297652886;train;46.4200117716833;2;16;70;16;16;7695;multinomial
pendigits;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174149_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997532015531978;test;46.4200117716833;2;16;70;16;16;7695;multinomial
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.845678398852201;train;0.868334841666667;3;160;326;50;50;700;continuous
607_fri_c4_1000_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174746_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.87207983359222;test;0.868334841666667;3;160;326;50;50;700;continuous
505_tecator;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0587481727922555;train;0.791036245;5;184;378;9;16;168;continuous
505_tecator;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124170412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0581285793647442;test;0.791036245;5;184;378;9;16;168;continuous
profb;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.659092714705649;train;0.984065763333333;5;200;410;7;9;471;binomial
profb;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125182208_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.716430260047281;test;0.984065763333333;5;200;410;7;9;471;binomial
294_satellite_image;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.454207147723825;train;2.12348093666667;7;208;430;26;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124203834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.441741044518791;test;2.12348093666667;7;208;430;26;27;4505;continuous
522_pm10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866526477588554;train;0.617842188333333;3;160;326;7;7;350;continuous
522_pm10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124191649_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.856722920201443;test;0.617842188333333;3;160;326;7;7;350;continuous
glass;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992297525070634;train;0.722663311666667;3;160;326;5;9;144;multinomial
glass;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126083143_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904956349206349;test;0.722663311666667;3;160;326;5;9;144;multinomial
tokyo1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125145634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.975033043072617;train;1.53265448166667;6;21;218;16;21;672;binomial
tokyo1;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125145634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976014381099127;test;1.53265448166667;6;21;218;16;21;672;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.545455049944506;train;0.706937541666667;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125145923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.516650476595228;test;0.706937541666667;3;160;326;1;1;849;binomial
1191_BNG_pbc;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.786901318494204;train;406.177454598333;0;100;200;10;18;700000;continuous
1191_BNG_pbc;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125173551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.790241114182261;test;406.177454598333;0;100;200;10;18;700000;continuous
228_elusage;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.503453043387562;train;0.13181326335;7;2;32;1;1;39;continuous
228_elusage;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125122742_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.487005659571843;test;0.13181326335;7;2;32;1;1;39;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.826202636353373;train;0.230457531666667;3;90;186;6;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124160823_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.862553104653659;test;0.230457531666667;3;90;186;6;50;700;continuous
coil2000;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.715646052192916;train;5.85869020666667;0;5;10;2;59;6876;binomial
coil2000;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125184714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.699519778716838;test;5.85869020666667;0;5;10;2;59;6876;binomial
611_fri_c3_100_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816184135030053;train;0.338102063333333;8;8;140;4;4;70;continuous
611_fri_c3_100_5;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125083758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.767677087397699;test;0.338102063333333;8;8;140;4;4;70;continuous
wdbc;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998982597054886;train;0.93049453;3;160;326;21;21;399;binomial
wdbc;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125122952_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973715651135006;test;0.93049453;3;160;326;21;21;399;binomial
tokyo1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973428791082068;train;0.671893166666667;3;160;326;17;23;672;binomial
tokyo1;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150359_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.978247162673392;test;0.671893166666667;3;160;326;17;23;672;binomial
ann_thyroid;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124190847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999949177699962;train;2.71016482666667;3;160;326;21;21;5040;multinomial
ann_thyroid;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124190847_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999899256392705;test;2.71016482666667;3;160;326;21;21;5040;multinomial
allbp;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125105049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.979736848289259;train;30.7531210033333;9;25;354;25;25;2641;multinomial
allbp;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125105049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.982417257683215;test;30.7531210033333;9;25;354;25;25;2641;multinomial
dis;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.789347408829175;train;2.14868113333333;20;100;880;18;25;2641;binomial
dis;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084341_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.695466841544389;test;2.14868113333333;20;100;880;18;25;2641;binomial
ann_thyroid;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990596393623737;train;3.77308442333333;10;268;556;13;21;5040;multinomial
ann_thyroid;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201657_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.988986686191655;test;3.77308442333333;10;268;556;13;21;5040;multinomial
607_fri_c4_1000_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82480797680483;train;0.740691898333333;5;86;234;7;50;700;continuous
607_fri_c4_1000_50;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125112007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.860763814575591;test;0.740691898333333;5;86;234;7;50;700;continuous
clean2;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.974746977639884;train;36.3564561483333;5;72;220;106;109;4619;binomial
clean2;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125171802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969511196994439;test;36.3564561483333;5;72;220;106;109;4619;binomial
656_fri_c1_100_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.799991206918572;train;0.30902213;8;25;376;5;5;70;continuous
656_fri_c1_100_5;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125115401_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838783254051979;test;0.30902213;8;25;376;5;5;70;continuous
appendicitis;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.841334894613583;train;0.221922881666667;6;16;194;1;4;75;binomial
appendicitis;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191444_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869047619047619;test;0.221922881666667;6;16;194;1;4;75;binomial
527_analcatdata_election2000;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.460990728763978;train;1.31178411166667;7;240;494;2;2;47;continuous
527_analcatdata_election2000;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124153839_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.751598283329048;test;1.31178411166667;7;240;494;2;2;47;continuous
diabetes;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125102353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.925895955556247;train;0.732965078333333;3;160;326;5;8;538;binomial
diabetes;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125102353_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.823571599330624;test;0.732965078333333;3;160;326;5;8;538;binomial
biomed;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.966911764705882;train;0.734686291666667;3;160;326;4;8;147;binomial
biomed;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125092929_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.80921052631579;test;0.734686291666667;3;160;326;4;8;147;binomial
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.4759332920194;train;0.206522161666667;6;25;282;5;5;700;continuous
609_fri_c0_1000_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203459_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494055050705191;test;0.206522161666667;6;25;282;5;5;700;continuous
credit_g;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965232656877618;train;4.302413085;14;351;730;20;20;700;binomial
credit_g;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174659_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.787851868302704;test;4.302413085;14;351;730;20;20;700;binomial
allrep;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125204025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976919389978213;train;8.26769442166667;20;477;994;5;24;2641;multinomial
allrep;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125204025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988302595628415;test;8.26769442166667;20;477;994;5;24;2641;multinomial
shuttle;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944177511230763;train;1.01918699833333;5;8;86;4;8;40600;multinomial
shuttle;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125085411_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.939777341864299;test;1.01918699833333;5;8;86;4;8;40600;multinomial
656_fri_c1_100_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.764634244259105;train;0.212647218333333;3;10;76;5;5;70;continuous
656_fri_c1_100_5;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124154403_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.975803577483451;test;0.212647218333333;3;10;76;5;5;70;continuous
mfeat_karhunen;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997593504704622;train;2.20812582166667;3;160;326;18;64;1400;multinomial
mfeat_karhunen;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125130626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995099443559335;test;2.20812582166667;3;160;326;18;64;1400;multinomial
cmc;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.70925750000791;train;0.0815343966666667;3;9;60;2;9;1032;multinomial
cmc;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124192534_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.681683221073977;test;0.0815343966666667;3;9;60;2;9;1032;multinomial
588_fri_c4_1000_100;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829716099044375;train;0.298580565;3;90;186;5;100;700;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126114205_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.788785589377347;test;0.298580565;3;90;186;5;100;700;continuous
624_fri_c0_100_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125193943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.549411626048075;train;0.791884696666667;3;160;326;5;5;70;continuous
624_fri_c0_100_5;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125193943_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.477664077958539;test;0.791884696666667;3;160;326;5;5;70;continuous
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.545205327413984;train;0.0355545716666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125145923_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.514631777062716;test;0.0355545716666667;3;4;32;1;1;849;binomial
analcatdata_happiness;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.898534798534799;train;2.71059490333333;13;288;602;3;3;42;multinomial
analcatdata_happiness;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126112150_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.473015873015873;test;2.71059490333333;13;288;602;3;3;42;multinomial
analcatdata_cyyoung9302;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.900510204081633;train;0.21744051;6;6;82;4;6;65;binomial
analcatdata_cyyoung9302;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124194422_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.986111111111111;test;0.21744051;6;6;82;4;6;65;binomial
prnn_fglass;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944796106848537;train;0.140714186666667;5;9;100;6;9;144;multinomial
prnn_fglass;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125110045_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.762795138888889;test;0.140714186666667;5;9;100;6;9;144;multinomial
230_machine_cpu;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.285498733130006;train;0.416147541666667;8;30;376;6;6;147;continuous
230_machine_cpu;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125125437_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.335386831023637;test;0.416147541666667;8;30;376;6;6;147;continuous
529_pollen;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124202341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.440089733220323;train;1.584241315;7;224;462;4;4;2694;continuous
529_pollen;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124202341_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453757180186616;test;1.584241315;7;224;462;4;4;2694;continuous
allhyper;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.98545095339672;train;2.54529635;8;212;440;19;25;2640;multinomial
allhyper;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125125133_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.941769654020108;test;2.54529635;8;212;440;19;25;2640;multinomial
analcatdata_creditscore;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125135529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.143237811666667;3;6;42;4;6;70;binomial
analcatdata_creditscore;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125135529_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973684210526316;test;0.143237811666667;3;6;42;4;6;70;binomial
597_fri_c2_500_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822451712989255;train;0.357395285;3;10;72;5;5;350;continuous
597_fri_c2_500_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125145026_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.839246024131918;test;0.357395285;3;10;72;5;5;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.838838551131997;train;0.802649751683333;11;125;522;5;25;350;continuous
581_fri_c3_500_25;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124161950_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811077452367083;test;0.802649751683333;11;125;522;5;25;350;continuous
228_elusage;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.418846066440431;train;0.03795142835;3;5;40;1;1;39;continuous
228_elusage;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125124928_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.315139220275706;test;0.03795142835;3;5;40;1;1;39;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.649882151865425;train;0.95960835;7;20;290;5;10;356;continuous
666_rmftsa_ladata;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.448634526677057;test;0.95960835;7;20;290;5;10;356;continuous
mfeat_morphological;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963806864417487;train;1.492513405;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085805_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.942326572960119;test;1.492513405;3;160;326;3;3;1400;multinomial
1595_poker;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816261496104718;train;2.32948580833333;3;50;166;9;10;717507;continuous
1595_poker;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125135127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814919190599772;test;2.32948580833333;3;50;166;9;10;717507;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.170170839906317;train;9.13846939833333;18;428;892;7;100;700;continuous
588_fri_c4_1000_100;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125114623_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261985496426622;test;9.13846939833333;18;428;892;7;100;700;continuous
wine_recognition;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.505366603333333;3;13;88;7;13;125;multinomial
wine_recognition;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125175107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995553118908382;test;0.505366603333333;3;13;88;7;13;125;multinomial
665_sleuth_case2002;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.647362879296822;train;0.339410498316667;8;30;376;3;6;103;continuous
665_sleuth_case2002;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125120324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.79066630440747;test;0.339410498316667;8;30;376;3;6;103;continuous
hypothyroid;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.891889375587437;train;0.674169333333333;11;77;502;4;20;2215;binomial
hypothyroid;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125100644_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883673572003218;test;0.674169333333333;11;77;502;4;20;2215;binomial
560_bodyfat;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0322550883018095;train;1.15277342833333;5;200;410;1;13;177;continuous
560_bodyfat;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125151432_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0230933854784916;test;1.15277342833333;5;200;410;1;13;177;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.694580689666169;train;0.411931955;9;25;388;2;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124175204_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.44586357607701;test;0.411931955;9;25;388;2;5;44;continuous
cleveland;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735087644549183;train;5.71980436666667;13;13;310;6;13;213;multinomial
cleveland;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126083608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.65474011299435;test;5.71980436666667;13;13;310;6;13;213;multinomial
654_fri_c0_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.263301135584525;train;1.63660237333333;9;275;568;5;10;350;continuous
654_fri_c0_500_10;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124181712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.488113696047939;test;1.63660237333333;9;275;568;5;10;350;continuous
cmc;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.807505703717412;train;1.06167926166667;3;160;326;4;9;1032;multinomial
cmc;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124152524_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.756685583806262;test;1.06167926166667;3;160;326;4;9;1032;multinomial
segmentation;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.995056142536161;train;2.67527550833333;5;200;410;10;14;1617;multinomial
segmentation;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231126114115_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.993804322417123;test;2.67527550833333;5;200;410;10;14;1617;multinomial
1193_BNG_lowbwt;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609330247867337;train;6.54293909666667;7;18;202;9;9;21773;continuous
1193_BNG_lowbwt;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125090432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.607730225872492;test;6.54293909666667;7;18;202;9;9;21773;continuous
prnn_synth;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.954771241830065;train;0.591205061666667;3;160;326;2;2;175;binomial
prnn_synth;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124201009_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902142857142857;test;0.591205061666667;3;160;326;2;2;175;binomial
218_house_8L;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.50862801168277;train;7.971139985;13;16;382;7;8;15949;continuous
218_house_8L;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125084901_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.501446387464774;test;7.971139985;13;16;382;7;8;15949;continuous
analcatdata_creditscore;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995192307692308;train;0.144933288333333;3;6;42;2;6;70;binomial
analcatdata_creditscore;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125090425_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.144933288333333;3;6;42;2;6;70;binomial
cars;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126103250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.777654808498996;train;0.139455141666667;9;6;116;2;6;275;multinomial
cars;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126103250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.778499278499278;test;0.139455141666667;9;6;116;2;6;275;multinomial
609_fri_c0_1000_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125141014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.355431374065586;train;0.656436366666667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125141014_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.404479922829932;test;0.656436366666667;3;160;326;5;5;700;continuous
522_pm10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848942831930221;train;1.82703702666667;20;301;642;4;7;350;continuous
522_pm10;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.819589272784358;test;1.82703702666667;20;301;642;4;7;350;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82025848754699;train;1.04723355333333;3;72;150;46;50;700;continuous
618_fri_c3_1000_50;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126095117_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854272510323787;test;1.04723355333333;3;72;150;46;50;700;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.713704434869446;train;2.98912901333333;20;244;528;7;9;12248;continuous
1199_BNG_echoMonths;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125170944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.714761659311652;test;2.98912901333333;20;244;528;7;9;12248;continuous
twonorm;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.99775626118068;train;1.29276176666667;3;160;326;20;20;5180;binomial
twonorm;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125155639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998084494878865;test;1.29276176666667;3;160;326;20;20;5180;binomial
527_analcatdata_election2000;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.132140271781641;train;0.557448816666667;3;160;326;1;1;47;continuous
527_analcatdata_election2000;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126110324_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.229136547520166;test;0.557448816666667;3;160;326;1;1;47;continuous
609_fri_c0_1000_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486094558898741;train;0.349507735;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125092107_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488057260194943;test;0.349507735;3;10;72;5;5;700;continuous
1089_USCrime;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.379250495435421;train;1.06372631166667;7;208;430;3;3;33;continuous
1089_USCrime;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125193315_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.508177064905839;test;1.06372631166667;7;208;430;3;3;33;continuous
buggyCrx;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.977091116645911;train;0.836211621666667;3;160;326;14;14;483;binomial
buggyCrx;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126093951_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914056531703591;test;0.836211621666667;3;160;326;14;14;483;binomial
mfeat_zernike;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987598212151721;train;32.7388157166667;3;33;136;29;33;1400;multinomial
mfeat_zernike;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124181758_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.980325331888971;test;32.7388157166667;3;33;136;29;33;1400;multinomial
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.180992864057277;train;3.672309775;11;320;662;5;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125085122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.26671137342099;test;3.672309775;11;320;662;5;10;700;continuous
heart_c;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126112535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922027290448343;train;0.625094394983333;3;160;326;13;13;213;binomial
heart_c;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126112535_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961287078934138;test;0.625094394983333;3;160;326;13;13;213;binomial
505_tecator;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0910761081287306;train;0.657427685;3;35;150;2;18;168;continuous
505_tecator;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192946_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.119539622806744;test;0.657427685;3;35;150;2;18;168;continuous
537_houses;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.477438277769664;train;19.31259838;20;372;784;6;6;14448;continuous
537_houses;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125171909_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.51893318950432;test;19.31259838;20;372;784;6;6;14448;continuous
haberman;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.73123550495467;train;0.13344266;3;3;24;3;3;215;binomial
haberman;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126113049_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.619883040935673;test;0.13344266;3;3;24;3;3;215;binomial
mfeat_morphological;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125102007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916278928206999;train;0.643240243333333;3;2;16;2;2;1400;multinomial
mfeat_morphological;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125102007_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912136457921352;test;0.643240243333333;3;2;16;2;2;1400;multinomial
648_fri_c1_250_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.208988063596694;train;2.76148374333333;12;340;704;16;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125093224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.569996036528879;test;2.76148374333333;12;340;704;16;50;175;continuous
dis;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.529408933384675;train;7.936612845;20;25;840;19;25;2641;binomial
dis;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125123102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.54354776825681;test;7.936612845;20;25;840;19;25;2641;binomial
prnn_synth;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125144729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916405433646813;train;0.585534995;3;160;326;1;2;175;binomial
prnn_synth;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125144729_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922475106685633;test;0.585534995;3;160;326;1;2;175;binomial
615_fri_c4_250_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809880398500152;train;0.702826156666667;3;20;134;10;10;175;continuous
615_fri_c4_250_10;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124184123_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.780490078140047;test;0.702826156666667;3;20;134;10;10;175;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.832196705891668;train;0.99975237165;3;160;326;23;50;350;continuous
637_fri_c1_500_50;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124185219_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892728606782395;test;0.99975237165;3;160;326;23;50;350;continuous
twonorm;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998072583453797;train;1.190464325;3;160;326;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125144545_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997239298424532;test;1.190464325;3;160;326;20;20;5180;binomial
210_cloud;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.29002513320687;train;1.59889078833333;8;260;536;2;5;76;continuous
210_cloud;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124180109_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.420943432686834;test;1.59889078833333;8;260;536;2;5;76;continuous
movement_libras;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989642364112254;train;30.9311081816667;7;22;256;16;22;252;multinomial
movement_libras;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125114052_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.955023925274776;test;30.9311081816667;7;22;256;16;22;252;multinomial
coil2000;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.697935706418195;train;3.69046535833333;0;5;10;2;59;6876;binomial
coil2000;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722132988642143;test;3.69046535833333;0;5;10;2;59;6876;binomial
fars;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834689662848675;train;19.62628637;7;21;246;4;21;70678;multinomial
fars;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126084250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823613202948719;test;19.62628637;7;21;246;4;21;70678;multinomial
hepatitis;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938311688311688;train;0.34622305;7;68;342;9;18;109;binomial
hepatitis;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126111323_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.561038961038961;test;0.34622305;7;68;342;9;18;109;binomial
credit_g;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.823711251681598;train;1.55082333666667;19;80;838;14;20;700;binomial
credit_g;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125115250_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.779690189328744;test;1.55082333666667;19;80;838;14;20;700;binomial
547_no2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.616676766586033;train;0.513628871666667;3;14;96;7;7;350;continuous
547_no2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124174548_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.702291786710971;test;0.513628871666667;3;14;96;7;7;350;continuous
1089_USCrime;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.298268499160174;train;0.804669903333333;5;200;410;1;2;33;continuous
1089_USCrime;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125084810_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.590740842457611;test;0.804669903333333;5;200;410;1;2;33;continuous
yeast;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.867963117749947;train;0.433605946666667;14;8;230;5;8;1036;multinomial
yeast;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124174332_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.842329226636064;test;0.433605946666667;14;8;230;5;8;1036;multinomial
637_fri_c1_500_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.242257454716314;train;2.82496824833333;18;390;816;5;50;350;continuous
637_fri_c1_500_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125172921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.362436141731186;test;2.82496824833333;18;390;816;5;50;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125194605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.174194822447247;train;2.245041145;11;304;630;7;10;350;continuous
641_fri_c1_500_10;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125194605_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353010854571548;test;2.245041145;11;304;630;7;10;350;continuous
561_cpu;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.167311722647209;train;1.03130734833333;12;14;352;2;7;147;continuous
561_cpu;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125083027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.278047675397383;test;1.03130734833333;12;14;352;2;7;147;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661116647150313;train;21.725901255;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125172552_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661744073632958;test;21.725901255;3;20;134;10;10;700000;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784699711091759;train;1.173101295;7;18;266;5;9;350;continuous
646_fri_c3_500_10;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124203530_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847366911812884;test;1.173101295;7;18;266;5;9;350;continuous
wine_quality_white;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.657317430084776;train;2.16637096833333;3;11;66;1;11;3429;multinomial
wine_quality_white;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192417_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.587377689162276;test;2.16637096833333;3;11;66;1;11;3429;multinomial
yeast;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875918023155377;train;0.212683661666667;6;8;104;5;8;1036;multinomial
yeast;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125191626_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.865266559794;test;0.212683661666667;6;8;104;5;8;1036;multinomial
195_auto_price;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125201214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.354304234002527;train;0.65537858;3;160;326;5;10;112;continuous
195_auto_price;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125201214_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.519671928506658;test;0.65537858;3;160;326;5;10;112;continuous
wine_recognition;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0804933083333333;3;13;88;7;13;125;multinomial
wine_recognition;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124203211_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0804933083333333;3;13;88;7;13;125;multinomial
diabetes;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.824408284023669;train;0.980747548333333;5;200;410;3;8;538;binomial
diabetes;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125084319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.830156136528686;test;0.980747548333333;5;200;410;3;8;538;binomial
flags;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82314753569412;train;0.902485911666667;3;160;326;10;39;125;multinomial
flags;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125201254_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.649027777777778;test;0.902485911666667;3;160;326;10;39;125;multinomial
mfeat_fourier;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983041074271724;train;0.53303684;3;55;138;25;76;1400;multinomial
mfeat_fourier;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124155129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.952072731011264;test;0.53303684;3;55;138;25;76;1400;multinomial
561_cpu;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.141210861190077;train;0.670490013333333;10;35;460;4;7;147;continuous
561_cpu;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124153801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.298149284956099;test;0.670490013333333;10;35;460;4;7;147;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846911080308957;train;2.30317223666667;7;50;314;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212940_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.841876036034716;test;2.30317223666667;7;50;314;5;25;700;continuous
663_rabe_266;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335908082836729;train;0.0807960683333333;3;4;32;1;2;84;continuous
663_rabe_266;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125162126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.274127138546821;test;0.0807960683333333;3;4;32;1;2;84;continuous
197_cpu_act;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.276873643662516;train;3.192300265;10;236;492;4;18;5735;continuous
197_cpu_act;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125145822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.280260270832412;test;3.192300265;10;236;492;4;18;5735;continuous
mnist;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994874589710394;train;268.399511231667;0;5;10;579;582;49000;multinomial
mnist;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152522_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992788067193861;test;268.399511231667;0;5;10;579;582;49000;multinomial
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analcatdata_japansolvent;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125153722_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785714285714286;test;0.616663301666667;3;160;326;1;3;37;binomial
210_cloud;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.280601115546512;train;1.50675693833333;7;240;494;4;5;76;continuous
210_cloud;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124200439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.296904419545779;test;1.50675693833333;7;240;494;4;5;76;continuous
appendicitis;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.863083164300203;train;0.0867243716666667;5;4;46;1;4;75;binomial
appendicitis;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126084412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.814814814814815;test;0.0867243716666667;5;4;46;1;4;75;binomial
collins;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.250717325;10;20;340;4;20;340;multinomial
collins;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993255159695377;test;1.250717325;10;20;340;4;20;340;multinomial
195_auto_price;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.337124952435823;train;0.946651051666667;9;20;364;10;10;112;continuous
195_auto_price;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125130327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.329690376054347;test;0.946651051666667;9;20;364;10;10;112;continuous
pendigits;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.892581528659128;train;0.900712628333333;7;16;208;3;16;7695;multinomial
pendigits;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.895075386012244;test;0.900712628333333;7;16;208;3;16;7695;multinomial
ann_thyroid;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126095413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991364207024191;train;25.6987241933333;5;21;166;3;21;5040;multinomial
ann_thyroid;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126095413_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.988036576055973;test;25.6987241933333;5;21;166;3;21;5040;multinomial
1196_BNG_pharynx;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125132507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660602610144786;train;15.7370758133333;3;20;134;10;10;700000;continuous
1196_BNG_pharynx;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125132507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662468394398406;test;15.7370758133333;3;20;134;10;10;700000;continuous
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52730199256258;train;0.0417272016666667;3;4;32;1;1;849;binomial
Hill_Valley_without_noise;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125141500_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.462968607131972;test;0.0417272016666667;3;4;32;1;1;849;binomial
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.810999174311401;train;1.12126855666667;3;160;326;10;25;700;continuous
589_fri_c2_1000_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125175543_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823808808232808;test;1.12126855666667;3;160;326;10;25;700;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829544974048498;train;1.21610550166667;14;125;648;5;25;350;continuous
581_fri_c3_500_25;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125131347_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.820197518212776;test;1.21610550166667;14;125;648;5;25;350;continuous
allhyper;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996520317211713;train;5.38271274333333;12;340;704;17;24;2640;multinomial
allhyper;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98768648018648;test;5.38271274333333;12;340;704;17;24;2640;multinomial
586_fri_c3_1000_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813304623868464;train;0.793515168333333;3;48;146;10;25;700;continuous
586_fri_c3_1000_25;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125090139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.824710883227951;test;0.793515168333333;3;48;146;10;25;700;continuous
horse_colic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890082908163265;train;1.96158275335;6;22;224;9;22;258;binomial
horse_colic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873538011695906;test;1.96158275335;6;22;224;9;22;258;binomial
589_fri_c2_1000_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811068771048386;train;1.40310078333333;18;125;806;10;25;700;continuous
589_fri_c2_1000_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124185056_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815128704636913;test;1.40310078333333;18;125;806;10;25;700;continuous
627_fri_c2_500_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844721795642369;train;2.295216565;20;276;592;1;10;350;continuous
627_fri_c2_500_10;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124162944_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.851746831246761;test;2.295216565;20;276;592;1;10;350;continuous
diabetes;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82927800321568;train;1.02754472166667;7;192;398;7;8;538;binomial
diabetes;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173228_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.834439800016392;test;1.02754472166667;7;192;398;7;8;538;binomial
breast_cancer_wisconsin;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99665262930569;train;0.747288141683333;3;22;110;22;22;399;binomial
breast_cancer_wisconsin;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125090615_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993846153846154;test;0.747288141683333;3;22;110;22;22;399;binomial
analcatdata_lawsuit;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997493734335839;train;0.1176164;3;4;30;2;4;185;binomial
analcatdata_lawsuit;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125162917_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.991891891891892;test;0.1176164;3;4;30;2;4;185;binomial
bupa;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.712274466921815;train;1.15245286166667;6;220;452;5;5;242;binomial
bupa;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125082726_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.674962292609352;test;1.15245286166667;6;220;452;5;5;242;binomial
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.168656071773065;train;2.14678421833333;5;200;410;5;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154518_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2561706299569;test;2.14678421833333;5;200;410;5;10;700;continuous
hypothyroid;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929558382747325;train;4.26594215666667;20;349;738;18;21;2215;binomial
hypothyroid;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124194417_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928741685773308;test;4.26594215666667;20;349;738;18;21;2215;binomial
621_fri_c0_100_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124181022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.455122655044417;train;1.218962065;5;200;410;9;10;70;continuous
621_fri_c0_100_10;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124181022_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.609053818433272;test;1.218962065;5;200;410;9;10;70;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.792677554988868;train;0.435239566666667;9;45;418;5;9;350;continuous
646_fri_c3_500_10;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125185135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.84163141677832;test;0.435239566666667;9;45;418;5;9;350;continuous
dermatology;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.72137544665;3;160;326;25;25;257;multinomial
dermatology;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124192502_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998506069094304;test;0.72137544665;3;160;326;25;25;257;multinomial
583_fri_c1_1000_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821854801708847;train;4.23004613501667;13;100;570;27;50;700;continuous
583_fri_c1_1000_50;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125161048_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822969311357442;test;4.23004613501667;13;100;570;27;50;700;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.511064663423665;train;1.884188965;16;276;584;22;25;350;continuous
633_fri_c0_500_25;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126112438_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.534662866005551;test;1.884188965;16;276;584;22;25;350;continuous
503_wind;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.460838233166134;train;0.784660083333333;5;68;260;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455621874646225;test;0.784660083333333;5;68;260;14;14;4602;continuous
mfeat_factors;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999986705871871;train;1.99554849;3;160;326;107;135;1400;multinomial
mfeat_factors;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145244_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998862075112071;test;1.99554849;3;160;326;107;135;1400;multinomial
cloud;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;train;0.0930049216666667;6;6;80;0;6;76;multinomial
cloud;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111553_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.5;test;0.0930049216666667;6;6;80;0;6;76;multinomial
colic;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.900557861961598;train;1.15549331;14;85;636;2;22;258;binomial
colic;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124205640_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.826155462184874;test;1.15549331;14;85;636;2;22;258;binomial
ann_thyroid;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999951393922239;train;3.001243195;3;160;326;16;20;5040;multinomial
ann_thyroid;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125092001_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999733600262575;test;3.001243195;3;160;326;16;20;5040;multinomial
credit_g;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961284951085825;train;2.61970897333333;10;300;620;20;20;700;binomial
credit_g;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125172709_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.77568432278706;test;2.61970897333333;10;300;620;20;20;700;binomial
colic;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.908263488737559;train;2.34060621833333;7;22;256;14;22;258;binomial
colic;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124154016_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.824724517906336;test;2.34060621833333;7;22;256;14;22;258;binomial
706_sleuth_case1202;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.601070172008989;train;0.431414731666667;10;30;470;3;6;66;continuous
706_sleuth_case1202;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125144604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.535363423820252;test;0.431414731666667;10;30;470;3;6;66;continuous
294_satellite_image;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479248452040231;train;11.5931361083333;10;50;440;25;25;4505;continuous
294_satellite_image;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.493932041312001;test;11.5931361083333;10;50;440;25;25;4505;continuous
credit_g;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.82865666907851;train;0.628170963316667;8;80;376;14;20;700;binomial
credit_g;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124152305_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731806409019349;test;0.628170963316667;8;80;376;14;20;700;binomial
207_autoPrice;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.360921627371775;train;0.5146393;9;50;428;4;10;112;continuous
207_autoPrice;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125203911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.537038934073482;test;0.5146393;9;50;428;4;10;112;continuous
analcatdata_creditscore;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.990384615384615;train;0.608384796666667;3;160;326;1;6;70;binomial
analcatdata_creditscore;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125090425_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.608384796666667;3;160;326;1;6;70;binomial
cleveland;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.815099293868525;train;1.591791195;6;204;420;12;13;213;multinomial
cleveland;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125133527_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.577640301318267;test;1.591791195;6;204;420;12;13;213;multinomial
218_house_8L;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.38293066242291;train;30.18394366;12;276;576;8;8;15949;continuous
218_house_8L;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104258_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.391413809189442;test;30.18394366;12;276;576;8;8;15949;continuous
tokyo1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.976918441921941;train;0.226761766666667;3;69;166;19;21;672;binomial
tokyo1;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124151027_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97914740626605;test;0.226761766666667;3;69;166;19;21;672;binomial
glass2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;1.31180590666667;7;240;494;9;9;115;binomial
glass2;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124171450_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829565217391304;test;1.31180590666667;7;240;494;9;9;115;binomial
195_auto_price;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.444684168731754;train;1.46704576833333;10;284;588;11;11;112;continuous
195_auto_price;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170931_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.458679042193941;test;1.46704576833333;10;284;588;11;11;112;continuous
segmentation;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999456673987735;train;1.59274572166667;3;160;326;10;14;1617;multinomial
segmentation;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171020_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997899956960589;test;1.59274572166667;3;160;326;10;14;1617;multinomial
659_sleuth_ex1714;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.461150841961836;train;1.64230437333333;9;280;578;3;3;33;continuous
659_sleuth_ex1714;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126113946_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.521612723117721;test;1.64230437333333;9;280;578;3;3;33;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.241115281228286;train;0.198280693333333;7;15;240;3;3;333;continuous
557_analcatdata_apnea1;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124153353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.197235543715678;test;0.198280693333333;7;15;240;3;3;333;continuous
564_fried;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.48839077657135;train;3.28437691331667;10;20;410;7;10;28538;continuous
564_fried;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124194723_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.488326486397511;test;3.28437691331667;10;20;410;7;10;28538;continuous
542_pollution;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.423134857519821;train;1.99114585333333;9;280;578;6;10;42;continuous
542_pollution;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203859_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.561664897781667;test;1.99114585333333;9;280;578;6;10;42;continuous
584_fri_c4_500_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.811662312754462;train;1.82613667333333;8;244;504;3;24;350;continuous
584_fri_c4_500_25;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124152803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.820014570836345;test;1.82613667333333;8;244;504;3;24;350;continuous
analcatdata_authorship;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.221654111666667;3;63;138;40;70;589;multinomial
analcatdata_authorship;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125083315_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997105090480305;test;0.221654111666667;3;63;138;40;70;589;multinomial
613_fri_c3_250_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.190552961321163;train;1.61391916166667;11;304;630;4;5;175;continuous
613_fri_c3_250_5;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.465724826682166;test;1.61391916166667;11;304;630;4;5;175;continuous
537_houses;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.579815979324536;train;1.86855220833333;3;160;326;6;6;14448;continuous
537_houses;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124151808_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.581980049803692;test;1.86855220833333;3;160;326;6;6;14448;continuous
irish;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.862062682215744;train;0.448654693333333;11;16;364;2;4;350;binomial
irish;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082448_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863611908177905;test;0.448654693333333;11;16;364;2;4;350;binomial
analcatdata_aids;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.805921052631579;train;0.0915349366666667;5;3;36;3;3;35;binomial
analcatdata_aids;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126113346_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.833333333333333;test;0.0915349366666667;5;3;36;3;3;35;binomial
210_cloud;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.227024237563453;train;0.316094918333333;7;25;324;3;5;76;continuous
210_cloud;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125140217_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.31205438858109;test;0.316094918333333;7;25;324;3;5;76;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126111602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.808665230699939;train;0.18809656;3;10;76;4;5;70;continuous
656_fri_c1_100_5;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126111602_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.980407362711504;test;0.18809656;3;10;76;4;5;70;continuous
page_blocks;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.985406743106185;train;4.58691144;6;220;452;6;7;3832;multinomial
page_blocks;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124162510_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986621120519193;test;4.58691144;6;220;452;6;7;3832;multinomial
615_fri_c4_250_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126101219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.791371842293104;train;1.31842484666667;9;20;362;5;10;175;continuous
615_fri_c4_250_10;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126101219_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840507405127493;test;1.31842484666667;9;20;362;5;10;175;continuous
glass;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85861815332935;train;0.612320325;3;9;60;3;9;144;multinomial
glass;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125140711_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.831157407407407;test;0.612320325;3;9;60;3;9;144;multinomial
analcatdata_happiness;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.839657738095238;train;0.594617708333333;3;160;326;1;3;42;multinomial
analcatdata_happiness;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125195403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.482638888888889;test;0.594617708333333;3;160;326;1;3;42;multinomial
cleve;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951650312221231;train;3.18523076498333;20;494;1028;11;13;213;binomial
cleve;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124164550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.907471548738248;test;3.18523076498333;20;494;1028;11;13;213;binomial
621_fri_c0_100_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.418329510357566;train;1.23392425666667;6;220;452;7;10;70;continuous
621_fri_c0_100_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124165115_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.783106279064927;test;1.23392425666667;6;220;452;7;10;70;continuous
adult;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881437846360455;train;11.6912489933333;3;12;74;5;12;34190;binomial
adult;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883673813184638;test;11.6912489933333;3;12;74;5;12;34190;binomial
cleve;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949152542372881;train;0.685031590016667;3;160;326;13;13;213;binomial
cleve;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125095550_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91588322612568;test;0.685031590016667;3;160;326;13;13;213;binomial
confidence;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.941309523809524;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125151241_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
contraceptive;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.711901775462107;train;4.24603721166667;9;9;168;4;9;1032;multinomial
contraceptive;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126100348_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.682850981123033;test;4.24603721166667;9;9;168;4;9;1032;multinomial
658_fri_c3_250_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.790634137520831;train;0.835790203333333;11;120;522;11;24;175;continuous
658_fri_c3_250_25;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125172955_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.922178454591545;test;0.835790203333333;11;120;522;11;24;175;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.839223772914684;train;0.123976866666667;3;25;156;5;5;350;continuous
617_fri_c3_500_5;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125162012_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82681171113787;test;0.123976866666667;3;25;156;5;5;350;continuous
647_fri_c1_250_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867788113928782;train;0.842000758333333;3;160;326;5;10;175;continuous
647_fri_c1_250_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125175730_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.892899844553757;test;0.842000758333333;3;160;326;5;10;175;continuous
621_fri_c0_100_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.512733691283585;train;0.735048968333333;5;20;220;6;10;70;continuous
621_fri_c0_100_10;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124195355_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530859408335352;test;0.735048968333333;5;20;220;6;10;70;continuous
1096_FacultySalaries;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.307557286537266;train;0.05641902;3;10;80;1;2;35;continuous
1096_FacultySalaries;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124160421_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.638882962543679;test;0.05641902;3;10;80;1;2;35;continuous
cars;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812958691101713;train;0.754895861666667;6;6;80;5;6;275;multinomial
cars;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126085420_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.763137254901961;test;0.754895861666667;6;6;80;5;6;275;multinomial
colic;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.887408328968046;train;0.601823978333333;3;160;326;2;22;258;binomial
colic;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193526_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.852961432506887;test;0.601823978333333;3;160;326;2;22;258;binomial
597_fri_c2_500_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822987314099817;train;0.110778950016667;3;25;156;5;5;350;continuous
597_fri_c2_500_5;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124172255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812115154890348;test;0.110778950016667;3;25;156;5;5;350;continuous
clean1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997065217391304;train;1.03127703;3;160;326;1;95;334;binomial
clean1;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124155746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976160990712074;test;1.03127703;3;160;326;1;95;334;binomial
wine_recognition;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999820981023989;train;0.607587426666667;3;13;88;7;13;125;multinomial
wine_recognition;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124191802_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.607587426666667;3;13;88;7;13;125;multinomial
505_tecator;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.110827468086704;train;1.06978708833333;5;200;410;7;18;168;continuous
505_tecator;4;4_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124205816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.112252473545034;test;1.06978708833333;5;200;410;7;18;168;continuous
192_vineyard;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.576944519999014;train;0.111685218333333;7;2;32;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125131902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.961848227798908;test;0.111685218333333;7;2;32;1;1;37;continuous
1096_FacultySalaries;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.323599459763319;train;0.64852121;3;160;326;1;2;35;continuous
1096_FacultySalaries;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125164610_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.684574727060006;test;0.64852121;3;160;326;1;2;35;continuous
bupa;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.633806681758935;train;0.755835521666667;5;200;410;5;5;242;binomial
bupa;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125082428_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.692629179331307;test;0.755835521666667;5;200;410;5;5;242;binomial
penguins;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0495527016666667;3;7;50;5;7;241;multinomial
penguins;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085916_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0495527016666667;3;7;50;5;7;241;multinomial
574_house_16H;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.586707544212979;train;7.78827878831667;8;30;356;15;15;15949;continuous
574_house_16H;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.568467587074081;test;7.78827878831667;8;30;356;15;15;15949;continuous
schizo;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125205435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.721907141822396;train;1.78658315333333;8;260;536;4;13;238;multinomial
schizo;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125205435_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.670499618611747;test;1.78658315333333;8;260;536;4;13;238;multinomial
collins;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998512078392073;train;13.5173307383333;3;20;114;2;20;340;multinomial
collins;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993482096607097;test;13.5173307383333;3;20;114;2;20;340;multinomial
breast;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992483821884911;train;0.864157825;3;160;326;8;10;490;binomial
breast;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.979958890030833;test;0.864157825;3;160;326;8;10;490;binomial
1191_BNG_pbc;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.782606931147191;train;4.326190765;7;90;344;18;18;700000;continuous
1191_BNG_pbc;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125111801_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78211953786166;test;4.326190765;7;90;344;18;18;700000;continuous
665_sleuth_case2002;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.570374468541374;train;0.608072015;3;160;326;6;6;103;continuous
665_sleuth_case2002;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145522_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.667784349903178;test;0.608072015;3;160;326;6;6;103;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.809509284618026;train;0.314639001666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125153913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.807658502378899;test;0.314639001666667;3;10;72;5;5;700;continuous
analcatdata_germangss;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.808970993708313;train;1.28201107666667;13;5;136;4;5;280;multinomial
analcatdata_germangss;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124161825_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.688188079201904;test;1.28201107666667;13;5;136;4;5;280;multinomial
210_cloud;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.241781563539983;train;1.15393460833333;6;204;420;5;5;76;continuous
210_cloud;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173025_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.369210676737794;test;1.15393460833333;6;204;420;5;5;76;continuous
colic;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.919927002625344;train;1.10640248166667;5;200;410;6;22;258;binomial
colic;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125172805_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.873239436619718;test;1.10640248166667;5;200;410;6;22;258;binomial
lupus;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.864219114219114;train;0.06407657;3;8;64;1;2;61;binomial
lupus;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125104710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.85207100591716;test;0.06407657;3;8;64;1;2;61;binomial
crx;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.936064160055192;train;0.985752431683333;7;14;204;11;14;483;binomial
crx;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89808362369338;test;0.985752431683333;7;14;204;11;14;483;binomial
analcatdata_japansolvent;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.873511904761905;train;0.325453600016667;11;4;94;3;4;37;binomial
analcatdata_japansolvent;4;4_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124150259_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.325453600016667;11;4;94;3;4;37;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.644135802469136;train;0.20726921;7;3;48;1;3;84;binomial
analcatdata_boxing1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125194741_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.517361111111111;test;0.20726921;7;3;48;1;3;84;binomial
vehicle;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947081369930967;train;1.45265366666667;6;204;420;13;13;593;multinomial
vehicle;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124201342_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.935634369399719;test;1.45265366666667;6;204;420;13;13;593;multinomial
hungarian;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.883150756390193;train;1.12835675;16;48;712;2;12;206;binomial
hungarian;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.878706199460916;test;1.12835675;16;48;712;2;12;206;binomial
churn;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.860373959114847;train;4.93672195166667;7;15;208;5;15;3500;binomial
churn;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125114753_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852918482207698;test;4.93672195166667;7;15;208;5;15;3500;binomial
wine_quality_white;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126115409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91310582700282;train;16.89130598;20;468;976;11;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126115409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.774684715015969;test;16.89130598;20;468;976;11;11;3429;multinomial
wdbc;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99395376092052;train;1.10701632;3;22;126;15;22;399;binomial
wdbc;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126083402_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993787878787879;test;1.10701632;3;22;126;15;22;399;binomial
backache;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9809670781893;train;2.81608994833333;12;340;704;27;31;126;binomial
backache;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231126111242_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.604863221884498;test;2.81608994833333;12;340;704;27;31;126;binomial
analcatdata_authorship;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.250620311666667;3;60;138;41;70;589;multinomial
analcatdata_authorship;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125161407_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.997940374651733;test;0.250620311666667;3;60;138;41;70;589;multinomial
1595_poker;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816164723888489;train;3.53467198333333;5;50;248;7;10;717507;continuous
1595_poker;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125161353_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815036615879521;test;3.53467198333333;5;50;248;7;10;717507;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.270002508315318;train;1.14429238833333;5;200;410;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330924912151689;test;1.14429238833333;5;200;410;5;5;350;continuous
lupus;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864219114219114;train;0.0564544416666667;3;2;16;1;2;61;binomial
lupus;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125125029_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.85207100591716;test;0.0564544416666667;3;2;16;1;2;61;binomial
iris;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124182843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.993137254901961;train;0.030134165;3;3;24;1;3;105;multinomial
iris;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124182843_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992361111111111;test;0.030134165;3;3;24;1;3;105;multinomial
prnn_fglass;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998821528611445;train;0.675166731666667;3;160;326;9;9;144;multinomial
prnn_fglass;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125160729_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.940952380952381;test;0.675166731666667;3;160;326;9;9;144;multinomial
547_no2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.682053916812653;train;1.59327388666667;9;248;514;6;7;350;continuous
547_no2;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173812_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.651420277872437;test;1.59327388666667;9;248;514;6;7;350;continuous
599_fri_c2_1000_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.803729875609643;train;0.988024061666667;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124160138_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80105778601682;test;0.988024061666667;3;160;326;5;5;700;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.470026351297742;train;0.188524371666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603927145084442;test;0.188524371666667;3;10;72;5;5;175;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.6510153513048;train;14.9295364233333;7;240;494;8;9;12248;continuous
1199_BNG_echoMonths;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124151741_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.683258539003615;test;14.9295364233333;7;240;494;8;9;12248;continuous
1201_BNG_breastTumor;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.9144787495226;train;0.340979825;3;45;166;9;9;81648;continuous
1201_BNG_breastTumor;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125160335_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.915930437512421;test;0.340979825;3;45;166;9;9;81648;continuous
analcatdata_happiness;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82093253968254;train;0.867149811666667;3;160;326;1;3;42;multinomial
analcatdata_happiness;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125180136_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.5625;test;0.867149811666667;3;160;326;1;3;42;multinomial
prnn_synth;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969043887147335;train;0.786594686666667;3;160;326;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103934_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95199146514936;test;0.786594686666667;3;160;326;2;2;175;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945333333333333;train;1.085200475;5;200;410;4;6;65;binomial
analcatdata_cyyoung9302;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125162201_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978260869565217;test;1.085200475;5;200;410;4;6;65;binomial
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.492561080281783;train;0.933025606666667;3;72;150;30;50;700;continuous
590_fri_c0_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124201322_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486354255014849;test;0.933025606666667;3;72;150;30;50;700;continuous
penguins;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.874478445;3;160;326;5;7;241;multinomial
penguins;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124172855_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.874478445;3;160;326;5;7;241;multinomial
620_fri_c1_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.838176625345583;train;1.50229667166667;6;220;452;16;25;700;continuous
620_fri_c1_1000_25;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125093024_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.823854372749737;test;1.50229667166667;6;220;452;16;25;700;continuous
german;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.877506593143131;train;1.88943488501667;6;220;452;20;20;700;binomial
german;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126085034_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.802790697674419;test;1.88943488501667;6;220;452;20;20;700;binomial
nikuradse_2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.105571399434611;train;0.582246031666667;3;160;326;1;1;254;continuous
nikuradse_2;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125164224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.164595514800986;test;0.582246031666667;3;160;326;1;1;254;continuous
allhyper;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.994776988497433;train;1.05859073166667;11;25;402;24;25;2640;multinomial
allhyper;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126094436_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935976002058805;test;1.05859073166667;11;25;402;24;25;2640;multinomial
fars;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125184431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.875554042941718;train;32.04740819;10;21;414;8;21;70678;multinomial
fars;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125184431_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888945920815312;test;32.04740819;10;21;414;8;21;70678;multinomial
653_fri_c0_250_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446042248093139;train;0.906790986666667;3;160;326;13;25;175;continuous
653_fri_c0_250_25;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124174618_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.504266102405654;test;0.906790986666667;3;160;326;13;25;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798556439435482;train;0.232805546666667;3;90;186;5;50;175;continuous
648_fri_c1_250_50;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125851_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892084216286286;test;0.232805546666667;3;90;186;5;50;175;continuous
breast;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999163959033993;train;0.879427858333333;3;160;326;5;10;490;binomial
breast;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125083119_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9951507585942;test;0.879427858333333;3;160;326;5;10;490;binomial
542_pollution;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.381074641789624;train;0.646483825;3;160;326;9;9;42;continuous
542_pollution;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124184151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.614256933069291;test;0.646483825;3;160;326;9;9;42;continuous
crx;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.923776761079873;train;1.269816995;6;220;452;13;14;483;binomial
crx;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124153909_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.929601198277476;test;1.269816995;6;220;452;13;14;483;binomial
593_fri_c1_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810671858822822;train;1.25189918;6;20;250;9;10;700;continuous
593_fri_c1_1000_10;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125104327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.854533032592869;test;1.25189918;6;20;250;9;10;700;continuous
cmc;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.735720512525135;train;0.190150606666667;7;9;132;8;9;1032;multinomial
cmc;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125165034_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.703703286449691;test;0.190150606666667;7;9;132;8;9;1032;multinomial
contraceptive;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125095214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.745331337932004;train;0.351911383333333;12;9;222;8;9;1032;multinomial
contraceptive;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125095214_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702372195200064;test;0.351911383333333;12;9;222;8;9;1032;multinomial
iris;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125152017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.992997198879552;train;0.054926855;6;3;42;1;3;105;multinomial
iris;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125152017_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.996527777777778;test;0.054926855;6;3;42;1;3;105;multinomial
credit_a;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925329187367543;train;1.32184175666667;7;13;182;10;13;483;binomial
credit_a;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125121308_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.897047726843992;test;1.32184175666667;7;13;182;10;13;483;binomial
analcatdata_aids;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0671276633333333;3;12;74;3;3;35;binomial
analcatdata_aids;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124190908_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0671276633333333;3;12;74;3;3;35;binomial
churn;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.866882615344453;train;10.89925314;20;15;550;7;15;3500;binomial
churn;5;5_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.851419310765832;test;10.89925314;20;15;550;7;15;3500;binomial
653_fri_c0_250_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.446368058181837;train;0.206823991666667;3;90;186;23;25;175;continuous
653_fri_c0_250_25;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125172927_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.509532727036877;test;0.206823991666667;3;90;186;23;25;175;continuous
542_pollution;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.566484226617782;train;0.604819986666667;3;160;326;10;10;42;continuous
542_pollution;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124170524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.642286292452545;test;0.604819986666667;3;160;326;10;10;42;continuous
saheart;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804226680384088;train;0.709281558333333;3;160;326;9;9;324;binomial
saheart;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124174712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.780187835420394;test;0.709281558333333;3;160;326;9;9;324;binomial
bupa;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.714617486338798;train;2.3315704;20;434;908;2;5;242;binomial
bupa;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126115310_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.619614512471655;test;2.3315704;20;434;908;2;5;242;binomial
analcatdata_boxing1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.614721485411141;train;0.0767916716666667;3;12;88;1;3;84;binomial
analcatdata_boxing1;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125121014_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.6421875;test;0.0767916716666667;3;12;88;1;3;84;binomial
clean1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.781054645;3;160;326;1;91;334;binomial
clean1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125105003_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.781054645;3;160;326;1;91;334;binomial
collins;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;1.01133698833333;11;20;430;7;20;340;multinomial
collins;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164943_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.98001069573451;test;1.01133698833333;11;20;430;7;20;340;multinomial
1196_BNG_pharynx;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125102830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.660974354818242;train;15.8358818216667;3;20;132;10;10;700000;continuous
1196_BNG_pharynx;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125102830_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661941219416526;test;15.8358818216667;3;20;132;10;10;700000;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.804583407533891;train;2.06387913666667;8;50;356;6;25;700;continuous
586_fri_c3_1000_25;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124172231_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835005727417584;test;2.06387913666667;8;50;356;6;25;700;continuous
pima;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852508391273076;train;0.15102098;3;32;158;8;8;538;binomial
pima;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125125415_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806999306999307;test;0.15102098;3;32;158;8;8;538;binomial
titanic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.785382775119617;train;0.384715881666667;3;7;50;2;7;1545;binomial
titanic;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124212726_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.789546137598386;test;0.384715881666667;3;7;50;2;7;1545;binomial
colic;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952003666841278;train;0.781740003333333;3;160;326;17;22;258;binomial
colic;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125083354_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884986225895317;test;0.781740003333333;3;160;326;17;22;258;binomial
mfeat_morphological;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.947829428192195;train;1.808334845;3;3;24;3;3;1400;multinomial
mfeat_morphological;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.941950141601542;test;1.808334845;3;3;24;3;3;1400;multinomial
diabetes;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.835436734566845;train;0.511940205;9;32;410;7;8;538;binomial
diabetes;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124205750_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.834568491513268;test;0.511940205;9;32;410;7;8;538;binomial
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819825513549172;train;0.951640013316667;3;72;150;50;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124204507_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.848326842245623;test;0.951640013316667;3;72;150;50;50;700;continuous
breast_w;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992506774318421;train;1.32581562;5;8;88;5;8;490;binomial
breast_w;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125155724_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.989862124898621;test;1.32581562;5;8;88;5;8;490;binomial
604_fri_c4_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850046291272608;train;0.91416157335;3;160;326;5;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.853731616357787;test;0.91416157335;3;160;326;5;10;350;continuous
607_fri_c4_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832446989633686;train;1.07615258;3;67;150;8;50;700;continuous
607_fri_c4_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174155_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.84268506547821;test;1.07615258;3;67;150;8;50;700;continuous
294_satellite_image;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.303236074709729;train;7.85259390166667;9;264;546;10;24;4505;continuous
294_satellite_image;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125172326_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.35976568445488;test;7.85259390166667;9;264;546;10;24;4505;continuous
saheart;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.818587105624143;train;0.767080343333333;13;36;578;9;9;324;binomial
saheart;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180733_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.743962432915921;test;0.767080343333333;13;36;578;9;9;324;binomial
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125093227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803301164144269;train;1.26276721333333;7;20;290;7;10;700;continuous
606_fri_c2_1000_10;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125093227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.800543547075845;test;1.26276721333333;7;20;290;7;10;700;continuous
Hill_Valley_with_noise;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.616862065902833;train;4.28675597833333;20;500;1040;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125154618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.492899714164082;test;4.28675597833333;20;500;1040;1;1;849;binomial
wine_quality_red;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964557401498014;train;5.69584502166667;15;384;798;9;11;1120;multinomial
wine_quality_red;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124160453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.844606010581453;test;5.69584502166667;15;384;798;9;11;1120;multinomial
credit_a;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.973300211930654;train;0.833655291666667;3;160;326;13;13;483;binomial
credit_a;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125194049_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.935012261837389;test;0.833655291666667;3;160;326;13;13;483;binomial
cloud;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.978404096666667;5;200;410;2;6;76;multinomial
cloud;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124172843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.868915343915344;test;0.978404096666667;5;200;410;2;6;76;multinomial
wine_recognition;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999441964285714;train;0.63073476;3;160;326;13;13;125;multinomial
wine_recognition;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124201416_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.992550505050505;test;0.63073476;3;160;326;13;13;125;multinomial
glass;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.883410774410774;train;2.21979638666667;8;9;152;4;9;144;multinomial
glass;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125140501_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.812099358974359;test;2.21979638666667;8;9;152;4;9;144;multinomial
heart_h;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.950468136514648;train;1.909802415;11;12;268;12;12;206;binomial
heart_h;4;4_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912331969608416;test;1.909802415;11;12;268;12;12;206;binomial
637_fri_c1_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829838206554499;train;2.71625371;8;100;360;34;50;350;continuous
637_fri_c1_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126090223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.870596869226264;test;2.71625371;8;100;360;34;50;350;continuous
waveform_40;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969539334113484;train;0.485585356666667;5;40;220;19;40;3500;multinomial
waveform_40;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124210104_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971212684574093;test;0.485585356666667;5;40;220;19;40;3500;multinomial
confidence;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.943518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125163247_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.951111111111111;test;;-Inf;-Inf;;1;1;51;multinomial
australian;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124200638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932882631725676;train;0.78886129;10;56;460;5;14;483;binomial
australian;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124200638_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.906719219219219;test;0.78886129;10;56;460;5;14;483;binomial
movement_libras;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.987694478575016;train;10.5886252666667;3;22;110;19;22;252;multinomial
movement_libras;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125174427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.962059886604955;test;10.5886252666667;3;22;110;19;22;252;multinomial
hepatitis;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125184624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.923197492163009;train;0.775336733316667;11;76;510;15;19;109;binomial
hepatitis;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125184624_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.708333333333333;test;0.775336733316667;11;76;510;15;19;109;binomial
604_fri_c4_500_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861722327778931;train;0.762897993333333;3;160;326;4;10;350;continuous
604_fri_c4_500_10;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125180056_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.844110154507394;test;0.762897993333333;3;160;326;4;10;350;continuous
analcatdata_bankruptcy;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973856209150327;train;0.232254006666667;7;6;90;3;6;35;binomial
analcatdata_bankruptcy;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126112954_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.928571428571429;test;0.232254006666667;7;6;90;3;6;35;binomial
nikuradse_2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.840871117831297;train;0.04298511;3;5;40;0;1;254;continuous
nikuradse_2;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126095324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.743468290883518;test;0.04298511;3;5;40;0;1;254;continuous
waveform_40;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970115871531416;train;9.37616538333333;3;39;130;40;40;3500;multinomial
waveform_40;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125172046_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.971812898850243;test;9.37616538333333;3;39;130;40;40;3500;multinomial
analcatdata_japansolvent;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126092601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.979411764705882;train;0.092748575;3;20;122;4;5;37;binomial
analcatdata_japansolvent;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126092601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857142857142857;test;0.092748575;3;20;122;4;5;37;binomial
appendicitis;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.896666666666667;train;0.307843891683333;11;16;310;4;4;75;binomial
appendicitis;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126100307_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.686666666666667;test;0.307843891683333;11;16;310;4;4;75;binomial
tokyo1;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972098040740165;train;2.87490134335;10;22;368;9;22;672;binomial
tokyo1;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125133432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970775552131484;test;2.87490134335;10;22;368;9;22;672;binomial
hungarian;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.896139801773605;train;0.878017341666667;13;48;586;3;12;206;binomial
hungarian;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126085828_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898382749326146;test;0.878017341666667;13;48;586;3;12;206;binomial
satimage;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997072880651002;train;11.9637607333333;20;300;640;23;27;4505;multinomial
satimage;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124203239_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.986682647251757;test;11.9637607333333;20;300;640;23;27;4505;multinomial
596_fri_c2_250_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.792300775540228;train;0.595434606666667;6;10;132;5;5;175;continuous
596_fri_c2_250_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126113226_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873379491117849;test;0.595434606666667;6;10;132;5;5;175;continuous
iris;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995078995078995;train;0.0293699533333333;3;3;24;2;3;105;multinomial
iris;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0293699533333333;3;3;24;2;3;105;multinomial
623_fri_c4_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.816621930505745;train;0.405449071666667;8;50;376;4;10;700;continuous
623_fri_c4_1000_10;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126083505_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829856046191649;test;0.405449071666667;8;50;376;4;10;700;continuous
195_auto_price;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.327655031583553;train;1.258504985;6;20;256;10;10;112;continuous
195_auto_price;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.43314313902621;test;1.258504985;6;20;256;10;10;112;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.267127353773945;train;1.31822830833333;3;160;326;5;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126090618_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.427117311953233;test;1.31822830833333;3;160;326;5;10;700;continuous
breast;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992634220864251;train;0.85340145335;3;160;326;5;9;490;binomial
breast;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125164921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994639478663023;test;0.85340145335;3;160;326;5;9;490;binomial
612_fri_c1_1000_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125102537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83089567331894;train;0.12812985;3;25;156;5;5;700;continuous
612_fri_c1_1000_5;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125102537_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.892838848845227;test;0.12812985;3;25;156;5;5;700;continuous
yeast;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.891829841423083;train;1.18323881665;3;160;326;7;8;1036;multinomial
yeast;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181615_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.876629677917856;test;1.18323881665;3;160;326;7;8;1036;multinomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951329534662868;train;1.719525835;10;300;620;2;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.684491978609626;test;1.719525835;10;300;620;2;3;93;binomial
225_puma8NH;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.740460425120268;train;2.09644663665;6;220;452;3;8;5735;continuous
225_puma8NH;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125202323_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.770008157739914;test;2.09644663665;6;220;452;3;8;5735;continuous
buggyCrx;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.949984467225847;train;0.802943816666667;3;160;326;9;13;483;binomial
buggyCrx;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203245_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937656702025072;test;0.802943816666667;3;160;326;9;13;483;binomial
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.482563323175407;train;1.41540213833333;6;220;452;30;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124150910_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.479506028553384;test;1.41540213833333;6;220;452;30;50;700;continuous
582_fri_c1_500_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.782409711088028;train;1.58733520666667;6;220;452;19;25;350;continuous
582_fri_c1_500_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140728_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.88208914442722;test;1.58733520666667;6;220;452;19;25;350;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.2137701430839;train;0.833614725;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125082213_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.309938347741004;test;0.833614725;3;160;326;5;5;700;continuous
529_pollen;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.345470557565307;train;3.88511477333333;7;224;462;3;4;2694;continuous
529_pollen;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125201403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.47168651588867;test;3.88511477333333;7;224;462;3;4;2694;continuous
agaricus_lepiota;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;2.93554392166667;3;19;68;20;20;5702;binomial
agaricus_lepiota;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125144720_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;2.93554392166667;3;19;68;20;20;5702;binomial
646_fri_c3_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125153248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.797678327291181;train;2.27892163833333;12;20;482;5;10;350;continuous
646_fri_c3_500_10;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125153248_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.924351380264253;test;2.27892163833333;12;20;482;5;10;350;continuous
coil2000;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125105107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.729195091181192;train;4.26114427666667;3;160;326;5;59;6876;binomial
coil2000;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125105107_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.722034945906612;test;4.26114427666667;3;160;326;5;59;6876;binomial
634_fri_c2_100_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124213449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.845779753060757;train;0.67849858;8;20;330;2;10;70;continuous
634_fri_c2_100_10;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124213449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.819714940790005;test;0.67849858;8;20;330;2;10;70;continuous
678_visualizing_environmental;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.653390957110829;train;1.11236244833333;5;200;410;2;3;78;continuous
678_visualizing_environmental;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125083108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.705454737868591;test;1.11236244833333;5;200;410;2;3;78;continuous
waveform_21;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993197668080324;train;6.68265412833333;10;262;544;19;21;3500;multinomial
waveform_21;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124174154_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.974531537123582;test;6.68265412833333;10;262;544;19;21;3500;multinomial
clean2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999435076281482;train;3.77948962666667;3;160;326;21;105;4619;binomial
clean2;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126110056_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997049169637423;test;3.77948962666667;3;160;326;21;105;4619;binomial
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.1653730178575;train;3.16288868833333;9;264;546;4;5;700;continuous
628_fri_c3_1000_5;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125150224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282371402411076;test;3.16288868833333;9;264;546;4;5;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.815338735875329;train;0.391424041666667;8;50;376;7;10;700;continuous
593_fri_c1_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125191517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.845401023500922;test;0.391424041666667;8;50;376;7;10;700;continuous
wine_quality_white;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.654029711573653;train;0.598209118333333;11;11;246;5;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125115559_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.65779202045413;test;0.598209118333333;11;11;246;5;11;3429;multinomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889122315592904;train;0.552270901666667;3;160;326;1;3;93;binomial
analcatdata_boxing2;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125201224_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.747368421052632;test;0.552270901666667;3;160;326;1;3;93;binomial
new_thyroid;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.050949145;3;5;36;5;5;151;multinomial
new_thyroid;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125164426_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998277347114556;test;0.050949145;3;5;36;5;5;151;multinomial
624_fri_c0_100_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.59131138562129;train;0.175990375;5;10;116;5;5;70;continuous
624_fri_c0_100_5;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125155858_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.499927943301398;test;0.175990375;5;10;116;5;5;70;continuous
german;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.811864837398374;train;0.792363355;11;77;502;9;20;700;binomial
german;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125161742_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.763430183946488;test;0.792363355;11;77;502;9;20;700;binomial
allhyper;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.981324268007783;train;34.5581525733333;7;24;292;17;24;2640;multinomial
allhyper;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231126084054_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.881451123254402;test;34.5581525733333;7;24;292;17;24;2640;multinomial
agaricus_lepiota;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125113801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;3.25882024;3;20;70;20;20;5702;binomial
agaricus_lepiota;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125113801_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;3.25882024;3;20;70;20;20;5702;binomial
horse_colic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.921981403876375;train;4.01654232833333;9;22;358;7;22;258;binomial
horse_colic;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126083541_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.838842975206612;test;4.01654232833333;9;22;358;7;22;258;binomial
687_sleuth_ex1605;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.692486070098984;train;0.69239533;10;10;208;5;5;44;continuous
687_sleuth_ex1605;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124153846_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.529285742947116;test;0.69239533;10;10;208;5;5;44;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.550812282254242;train;0.484569053333333;9;50;428;9;10;70;continuous
621_fri_c0_100_10;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122503_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.555051275161354;test;0.484569053333333;9;50;428;9;10;70;continuous
665_sleuth_case2002;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.676188065115479;train;0.63383695;6;12;156;3;6;103;continuous
665_sleuth_case2002;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125134537_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.80675543897018;test;0.63383695;6;12;156;3;6;103;continuous
648_fri_c1_250_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.690131771732361;train;0.411187221666667;3;72;150;50;50;175;continuous
648_fri_c1_250_50;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124160139_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823092286855004;test;0.411187221666667;3;72;150;50;50;175;continuous
650_fri_c0_500_50;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193454_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.442712314870359;train;1.21230521833333;5;200;410;30;50;350;continuous
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analcatdata_japansolvent;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852941176470588;train;0.257659658333333;10;4;84;1;4;37;binomial
analcatdata_japansolvent;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082542_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.767857142857143;test;0.257659658333333;10;4;84;1;4;37;binomial
breast_w;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995963059226898;train;0.553614448333333;3;9;62;8;9;490;binomial
breast_w;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125161850_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973134630981346;test;0.553614448333333;3;9;62;8;9;490;binomial
horse_colic;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.909654504359057;train;2.86172761668333;6;22;240;8;22;258;binomial
horse_colic;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125161244_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.870979144574054;test;2.86172761668333;6;22;240;8;22;258;binomial
666_rmftsa_ladata;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.457772779874277;train;1.08799000666667;5;200;410;10;10;356;continuous
666_rmftsa_ladata;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125085617_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.72376039793697;test;1.08799000666667;5;200;410;10;10;356;continuous
analcatdata_creditscore;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;0.201434588333333;3;6;46;2;6;70;binomial
analcatdata_creditscore;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125092452_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995215311004785;test;0.201434588333333;3;6;46;2;6;70;binomial
fars;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.905945444929225;train;34.8133661716667;1;120;242;21;21;70678;multinomial
fars;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125124151_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.884983728889501;test;34.8133661716667;1;120;242;21;21;70678;multinomial
609_fri_c0_1000_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.478346665377838;train;0.193745449983333;3;10;72;5;5;700;continuous
609_fri_c0_1000_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231126082451_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.497185413041598;test;0.193745449983333;3;10;72;5;5;700;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.746102131125037;train;0.702483713333333;10;198;416;29;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231126082340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;1.00943614498362;test;0.702483713333333;10;198;416;29;50;350;continuous
604_fri_c4_500_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.858804671083307;train;0.340960065;7;50;334;5;10;350;continuous
604_fri_c4_500_10;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171905_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832016512044418;test;0.340960065;7;50;334;5;10;350;continuous
1096_FacultySalaries;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.253106806684162;train;0.54612136;3;160;326;2;2;35;continuous
1096_FacultySalaries;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124152100_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.94627186638255;test;0.54612136;3;160;326;2;2;35;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.543619961439168;train;1.57794693833333;8;260;536;11;25;70;continuous
651_fri_c0_100_25;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124155412_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.760279175199249;test;1.57794693833333;8;260;536;11;25;70;continuous
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horse_colic;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124195609_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.84991452991453;test;2.71072632998333;5;22;216;11;22;258;binomial
twonorm;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999463170611863;train;5.25915952666667;3;160;326;20;20;5180;binomial
twonorm;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173024_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997431774405246;test;5.25915952666667;3;160;326;20;20;5180;binomial
confidence;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956415043290043;train;0.66741955335;3;160;326;1;1;51;multinomial
confidence;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125164611_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9225;test;0.66741955335;3;160;326;1;1;51;multinomial
579_fri_c0_250_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.495693763526237;train;0.254181571666667;3;10;72;5;5;175;continuous
579_fri_c0_250_5;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125130122_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.517143839245691;test;0.254181571666667;3;10;72;5;5;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.42423032549745;train;0.968080688333333;18;228;528;39;50;175;continuous
603_fri_c0_250_50;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125142254_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.653780611575267;test;0.968080688333333;18;228;528;39;50;175;continuous
banana;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125160016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.979937511513946;train;2.62936334666667;3;160;326;2;2;3710;binomial
banana;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125160016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.965180914595086;test;2.62936334666667;3;160;326;2;2;3710;binomial
195_auto_price;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124211813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.417162024644409;train;0.562290266666667;9;50;428;2;10;112;continuous
195_auto_price;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124211813_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.338542792571739;test;0.562290266666667;9;50;428;2;10;112;continuous
segmentation;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997760057769171;train;8.19583055;3;14;84;14;14;1617;multinomial
segmentation;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124174813_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996605521995907;test;8.19583055;3;14;84;14;14;1617;multinomial
599_fri_c2_1000_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.803032147358726;train;0.327187260016667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091025_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828894701387432;test;0.327187260016667;3;10;72;5;5;700;continuous
618_fri_c3_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124212236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.824724400195336;train;0.203868308333333;3;90;186;4;50;700;continuous
618_fri_c3_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124212236_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860405741309774;test;0.203868308333333;3;90;186;4;50;700;continuous
allbp;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.949291990685822;train;19.7751787716667;6;25;258;2;25;2641;multinomial
allbp;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174512_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942255605946082;test;19.7751787716667;6;25;258;2;25;2641;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125203710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;train;31.1847489566667;3;66;138;113;136;1400;multinomial
mfeat_factors;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125203710_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997970894075706;test;31.1847489566667;3;66;138;113;136;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998151579577993;train;2.83444769833333;3;160;326;59;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125085901_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.991933737933467;test;2.83444769833333;3;160;326;59;64;1400;multinomial
590_fri_c0_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.472199619223331;train;0.594903291666667;3;72;150;26;50;700;continuous
590_fri_c0_1000_50;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125085247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.494729955117151;test;0.594903291666667;3;72;150;26;50;700;continuous
586_fri_c3_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126094058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821317945010031;train;2.364323675;9;50;398;4;25;700;continuous
586_fri_c3_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126094058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.805864495937574;test;2.364323675;9;50;398;4;25;700;continuous
allhypo;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.864237303534342;train;3.485300655;9;248;514;10;24;2639;multinomial
allhypo;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124151810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.792159772486818;test;3.485300655;9;248;514;10;24;2639;multinomial
hepatitis;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125185206_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.936417748917749;train;0.914567225;12;76;552;7;19;109;binomial
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589_fri_c2_1000_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125105746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.249210906203503;train;1.12248636833333;3;160;326;5;25;700;continuous
589_fri_c2_1000_25;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125105746_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.340041101848461;test;1.12248636833333;3;160;326;5;25;700;continuous
603_fri_c0_250_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.383695068454224;train;2.788508555;15;384;798;13;50;175;continuous
603_fri_c0_250_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125130818_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.486853303929727;test;2.788508555;15;384;798;13;50;175;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.317554428397663;train;0.563037558333333;3;160;326;1;1;33;continuous
659_sleuth_ex1714;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124160127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.606166877511282;test;0.563037558333333;3;160;326;1;1;33;continuous
buggyCrx;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.942922374429224;train;1.21404495833333;6;220;452;13;13;483;binomial
buggyCrx;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125140731_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.902692895339954;test;1.21404495833333;6;220;452;13;13;483;binomial
654_fri_c0_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.522009627175018;train;0.879187626666667;3;160;326;5;10;350;continuous
654_fri_c0_500_10;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125140202_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.533751725671646;test;0.879187626666667;3;160;326;5;10;350;continuous
churn;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951757014636584;train;2.66961863333333;3;160;326;11;15;3500;binomial
churn;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111236_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.910364441096148;test;2.66961863333333;3;160;326;11;15;3500;binomial
646_fri_c3_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789850620228291;train;0.957238661666667;15;50;670;5;10;350;continuous
646_fri_c3_500_10;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125162854_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.920683887355496;test;0.957238661666667;15;50;670;5;10;350;continuous
519_vinnie;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.469445669280751;train;0.481663683333333;3;160;326;1;2;266;continuous
519_vinnie;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125130743_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.494098641288238;test;0.481663683333333;3;160;326;1;2;266;continuous
waveform_40;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969248541823903;train;0.248008488333333;3;40;136;19;40;3500;multinomial
waveform_40;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124194741_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.971291979381703;test;0.248008488333333;3;40;136;19;40;3500;multinomial
mfeat_morphological;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915970548084719;train;0.845151486666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125120637_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915705584023801;test;0.845151486666667;3;2;16;2;2;1400;multinomial
627_fri_c2_500_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817269333685162;train;1.31700368;5;20;212;6;10;350;continuous
627_fri_c2_500_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125134158_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.820642394578234;test;1.31700368;5;20;212;6;10;350;continuous
twonorm;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998782619273794;train;6.82698379666667;3;160;326;20;20;5180;binomial
twonorm;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124205712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996649974714493;test;6.82698379666667;3;160;326;20;20;5180;binomial
analcatdata_bankruptcy;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990196078431373;train;1.0185137;9;216;450;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125160012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.928571428571429;test;1.0185137;9;216;450;3;3;35;binomial
654_fri_c0_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.553352503181679;train;0.974599746666667;5;20;214;10;10;350;continuous
654_fri_c0_500_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125162045_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.528538158424551;test;0.974599746666667;5;20;214;10;10;350;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.922972385244869;train;0.790558473333333;3;160;326;2;4;70;continuous
594_fri_c2_100_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082817_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;1.03681091910909;test;0.790558473333333;3;160;326;2;4;70;continuous
230_machine_cpu;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.32306127417344;train;1.08899784165;6;220;452;5;6;147;continuous
230_machine_cpu;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125124820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.416696415122707;test;1.08899784165;6;220;452;5;6;147;continuous
207_autoPrice;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124200601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.369444237180998;train;0.267805185;5;49;260;3;10;112;continuous
207_autoPrice;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124200601_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.424439707113283;test;0.267805185;5;49;260;3;10;112;continuous
mfeat_morphological;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953485990529004;train;2.279344655;6;220;452;3;3;1400;multinomial
mfeat_morphological;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124204858_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943238490856085;test;2.279344655;6;220;452;3;3;1400;multinomial
mfeat_morphological;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951281683795456;train;1.35331254166667;3;160;326;3;3;1400;multinomial
mfeat_morphological;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125174220_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.943517635813119;test;1.35331254166667;3;160;326;3;3;1400;multinomial
hepatitis;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.892894461859979;train;1.25959102165;9;264;546;18;19;109;binomial
hepatitis;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124205836_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.7;test;1.25959102165;9;264;546;18;19;109;binomial
641_fri_c1_500_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.833325922835861;train;0.928815775;3;160;326;5;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145749_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.897154941463507;test;0.928815775;3;160;326;5;10;350;continuous
197_cpu_act;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.325852109017095;train;5.49063717498333;11;34;472;4;17;5735;continuous
197_cpu_act;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125115430_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.345215434141635;test;5.49063717498333;11;34;472;4;17;5735;continuous
analcatdata_lawsuit;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999607843137255;train;0.820099683333334;3;160;326;2;4;185;binomial
analcatdata_lawsuit;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126082708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.99;test;0.820099683333334;3;160;326;2;4;185;binomial
satimage;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978727257944438;train;35.748504405;3;27;124;26;27;4505;multinomial
satimage;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084605_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976960280718367;test;35.748504405;3;27;124;26;27;4505;multinomial
616_fri_c4_500_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794266667265478;train;2.24432294333333;6;98;276;12;50;350;continuous
616_fri_c4_500_50;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.899488659725399;test;2.24432294333333;6;98;276;12;50;350;continuous
churn;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.85788267875795;train;1.80462674333333;7;208;430;6;15;3500;binomial
churn;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124150247_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.863199924663339;test;1.80462674333333;7;208;430;6;15;3500;binomial
waveform_21;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125101417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.978054286433304;train;4.3414822;6;220;452;14;21;3500;multinomial
waveform_21;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125101417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.952594060277833;test;4.3414822;6;220;452;14;21;3500;multinomial
596_fri_c2_250_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.214581783240135;train;1.68801267166667;8;260;536;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124150030_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.478579554117198;test;1.68801267166667;8;260;536;5;5;175;continuous
dis;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125141141_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.784267403870319;train;1.69368593666667;5;200;410;21;25;2641;binomial
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602_fri_c3_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.829503727830634;train;1.16573663;8;18;302;7;9;175;continuous
602_fri_c3_250_10;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125201202_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.881193707229995;test;1.16573663;8;18;302;7;9;175;continuous
prnn_fglass;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980027868537382;train;1.206576875;6;220;452;4;9;144;multinomial
prnn_fglass;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125151921_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896437389770723;test;1.206576875;6;220;452;4;9;144;multinomial
1096_FacultySalaries;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.30755728653727;train;0.0613049800166667;3;10;80;1;2;35;continuous
1096_FacultySalaries;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124174554_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.638882962543679;test;0.0613049800166667;3;10;80;1;2;35;continuous
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phoneme;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125085311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.804948287260626;test;0.141394908333333;3;20;112;5;5;3783;binomial
537_houses;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.472296231899954;train;11.8872705416667;11;240;502;5;5;14448;continuous
537_houses;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124152318_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.527993670708613;test;11.8872705416667;11;240;502;5;5;14448;continuous
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613_fri_c3_250_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.784132964706652;train;0.545672525;6;10;132;5;5;175;continuous
613_fri_c3_250_5;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124195804_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865884948931288;test;0.545672525;6;10;132;5;5;175;continuous
712_chscase_geyser1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.464912187393047;train;0.114020068333333;3;4;32;2;2;156;continuous
712_chscase_geyser1;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126110627_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.446776402318426;test;0.114020068333333;3;4;32;2;2;156;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124204004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.210635968574972;train;2.148995425;13;360;746;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124204004_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.371966494991903;test;2.148995425;13;360;746;5;5;175;continuous
617_fri_c3_500_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829879236765793;train;0.121882555;3;25;156;5;5;350;continuous
617_fri_c3_500_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124150732_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.823909261518919;test;0.121882555;3;25;156;5;5;350;continuous
712_chscase_geyser1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.52913870312946;train;0.118003665;3;4;32;2;2;156;continuous
712_chscase_geyser1;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125122118_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.609056423458043;test;0.118003665;3;4;32;2;2;156;continuous
prnn_crabs;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991384615384615;train;0.597032388333333;3;160;326;4;4;140;binomial
prnn_crabs;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125180344_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989714285714286;test;0.597032388333333;3;160;326;4;4;140;binomial
606_fri_c2_1000_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.801958131077609;train;0.99641091;6;20;254;10;10;700;continuous
606_fri_c2_1000_10;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125151427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.786813788335068;test;0.99641091;6;20;254;10;10;700;continuous
analcatdata_cyyoung8092;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125175655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9125;train;0.417103039983333;9;7;134;5;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125175655_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95;test;0.417103039983333;9;7;134;5;7;68;binomial
1030_ERA;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.751235445908519;train;0.59867286;3;160;326;4;4;700;continuous
1030_ERA;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125114546_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797738907065093;test;0.59867286;3;160;326;4;4;700;continuous
646_fri_c3_500_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80296014409219;train;1.07862841666667;3;160;326;5;10;350;continuous
646_fri_c3_500_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125162854_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.924312338552989;test;1.07862841666667;3;160;326;5;10;350;continuous
602_fri_c3_250_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.252815978066235;train;1.90344116;13;296;618;6;9;175;continuous
602_fri_c3_250_10;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125121409_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.412060317486059;test;1.90344116;13;296;618;6;9;175;continuous
601_fri_c1_250_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.776130893042976;train;0.10295533665;3;25;156;5;5;175;continuous
601_fri_c1_250_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125091532_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.8484512347499;test;0.10295533665;3;25;156;5;5;175;continuous
analcatdata_japansolvent;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125204517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.958333333333333;train;0.423957183333333;12;20;416;4;5;37;binomial
analcatdata_japansolvent;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125204517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.833333333333333;test;0.423957183333333;12;20;416;4;5;37;binomial
658_fri_c3_250_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.865926126949063;train;0.927552751666667;12;125;564;6;25;175;continuous
658_fri_c3_250_25;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231126082304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.750633857276839;test;0.927552751666667;12;125;564;6;25;175;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.173643006392582;train;1.69845184333333;7;240;494;4;10;350;continuous
641_fri_c1_500_10;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124145749_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342016523863175;test;1.69845184333333;7;240;494;4;10;350;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.812377321891682;train;0.177158611666667;3;85;176;10;25;700;continuous
589_fri_c2_1000_25;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125192324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809996549997329;test;0.177158611666667;3;85;176;10;25;700;continuous
churn;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.871324464365185;train;6.25851260333333;11;15;320;8;15;3500;binomial
churn;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185925_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841547945049394;test;6.25851260333333;11;15;320;8;15;3500;binomial
656_fri_c1_100_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795076944203343;train;0.262663501666667;6;25;292;5;5;70;continuous
656_fri_c1_100_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124173340_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.835080404864338;test;0.262663501666667;6;25;292;5;5;70;continuous
591_fri_c1_100_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.743546925689427;train;0.795744975;3;160;326;10;10;70;continuous
591_fri_c1_100_10;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124185139_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.973441317536864;test;0.795744975;3;160;326;10;10;70;continuous
analcatdata_happiness;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.709821428571429;train;0.0985676366666667;3;3;24;3;3;42;multinomial
analcatdata_happiness;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125115555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.638888888888889;test;0.0985676366666667;3;3;24;3;3;42;multinomial
294_satellite_image;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.469793552189095;train;2.93908339166667;3;54;146;27;27;4505;continuous
294_satellite_image;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125181330_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.453088907444164;test;2.93908339166667;3;54;146;27;27;4505;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245164041683734;train;1.6717387;3;160;326;10;25;700;continuous
598_fri_c0_1000_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126084540_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.421667637539652;test;1.6717387;3;160;326;10;25;700;continuous
653_fri_c0_250_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.417810460260104;train;0.181784496666667;3;90;186;7;25;175;continuous
653_fri_c0_250_25;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125120248_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.600089947596414;test;0.181784496666667;3;90;186;7;25;175;continuous
agaricus_lepiota;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.349501315;3;48;102;10;20;5702;binomial
agaricus_lepiota;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125195350_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.349501315;3;48;102;10;20;5702;binomial
dis;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959948816378759;train;3.72295818833333;15;288;606;1;25;2641;binomial
dis;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125082850_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.906426756291499;test;3.72295818833333;15;288;606;1;25;2641;binomial
621_fri_c0_100_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.342830948143991;train;0.966560823333333;5;200;410;9;10;70;continuous
621_fri_c0_100_10;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125174622_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.652088583745042;test;0.966560823333333;5;200;410;9;10;70;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852357336910328;train;0.356903064983333;3;10;72;5;5;700;continuous
612_fri_c1_1000_5;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125120708_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.836864355360826;test;0.356903064983333;3;10;72;5;5;700;continuous
coil2000;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.702540306438112;train;2.74378956666667;8;118;376;2;59;6876;binomial
coil2000;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125150115_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.720020863244795;test;2.74378956666667;8;118;376;2;59;6876;binomial
magic;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.934042921086181;train;20.690338795;6;220;452;9;9;13314;binomial
magic;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125203821_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.913419011977804;test;20.690338795;6;220;452;9;9;13314;binomial
analcatdata_bankruptcy;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.973684210526316;train;0.0671374116666667;3;3;24;3;3;35;binomial
analcatdata_bankruptcy;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125093019_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.87037037037037;test;0.0671374116666667;3;3;24;3;3;35;binomial
glass;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.850295341051279;train;1.20864980166667;7;9;136;3;9;144;multinomial
glass;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173126_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.822638888888889;test;1.20864980166667;7;9;136;3;9;144;multinomial
537_houses;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.602811774841936;train;0.857954216666667;3;10;68;5;5;14448;continuous
537_houses;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124155743_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.597376607132469;test;0.857954216666667;3;10;68;5;5;14448;continuous
hepatitis;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.981601731601732;train;0.621077763333333;3;160;326;19;19;109;binomial
hepatitis;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213525_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890909090909091;test;0.621077763333333;3;160;326;19;19;109;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.995282268751657;train;0.838786088333333;3;160;326;22;22;399;binomial
breast_cancer_wisconsin;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125161240_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.993534482758621;test;0.838786088333333;3;160;326;22;22;399;binomial
wdbc;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99620437170238;train;0.218563356666667;3;78;166;15;21;399;binomial
wdbc;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124205010_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985112028301887;test;0.218563356666667;3;78;166;15;21;399;binomial
628_fri_c3_1000_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83420268631441;train;0.106206635;3;25;156;5;5;700;continuous
628_fri_c3_1000_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124185316_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.846698308332264;test;0.106206635;3;25;156;5;5;700;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.33862757036813;train;0.248920066666667;3;112;230;0;3;333;continuous
557_analcatdata_apnea1;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124160356_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.157973122043711;test;0.248920066666667;3;112;230;0;3;333;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829068379002841;train;1.37963455833333;5;200;410;5;5;175;continuous
596_fri_c2_250_5;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145449_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80418702793313;test;1.37963455833333;5;200;410;5;5;175;continuous
clean2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125205324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.524539781034913;train;17.6598864783333;3;65;136;97;107;4619;binomial
clean2;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125205324_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.521053503627195;test;17.6598864783333;3;65;136;97;107;4619;binomial
confidence;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.938518518518519;train;;-Inf;-Inf;;1;1;51;multinomial
confidence;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125112320_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983333333333333;test;;-Inf;-Inf;;1;1;51;multinomial
sonar;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.935962441314554;train;1.10022650166667;13;212;594;25;60;146;binomial
sonar;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124154139_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.857905982905983;test;1.10022650166667;13;212;594;25;60;146;binomial
604_fri_c4_500_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.842111429153404;train;2.15093189166667;12;308;640;8;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125083249_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858513805333945;test;2.15093189166667;12;308;640;8;10;350;continuous
analcatdata_bankruptcy;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.944444444444444;train;0.240991648333333;9;12;206;2;3;35;binomial
analcatdata_bankruptcy;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124150202_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.982142857142857;test;0.240991648333333;9;12;206;2;3;35;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.53952393640643;train;0.04324056;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125180604_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.526546250684182;test;0.04324056;3;4;32;1;1;849;binomial
titanic;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.804993925720236;train;0.999304845;3;160;326;7;7;1545;binomial
titanic;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125134523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823405541461868;test;0.999304845;3;160;326;7;7;1545;binomial
522_pm10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832835241465263;train;0.292178411666667;3;14;94;6;7;350;continuous
522_pm10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124163659_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.855359912966598;test;0.292178411666667;3;14;94;6;7;350;continuous
waveform_21;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.969367881953782;train;12.08379743;6;21;204;21;21;3500;multinomial
waveform_21;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124165924_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968669067541449;test;12.08379743;6;21;204;21;21;3500;multinomial
690_visualizing_galaxy;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315039399179803;train;0.316098906683333;3;8;60;3;4;227;continuous
690_visualizing_galaxy;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164714_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.299335229479967;test;0.316098906683333;3;8;60;3;4;227;continuous
page_blocks;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.983677558823034;train;0.246397571666667;8;7;120;4;7;3832;multinomial
page_blocks;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125104617_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969437906989605;test;0.246397571666667;8;7;120;4;7;3832;multinomial
637_fri_c1_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812642839427484;train;1.253191755;5;200;410;45;50;350;continuous
637_fri_c1_500_50;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090223_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.900561598552447;test;1.253191755;5;200;410;45;50;350;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.817231535750385;train;0.122662435;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125122917_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80286660758867;test;0.122662435;3;25;156;5;5;700;continuous
waveform_40;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97103760208803;train;11.0488848183333;3;39;136;39;40;3500;multinomial
waveform_40;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125082303_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.972012087052085;test;11.0488848183333;3;39;136;39;40;3500;multinomial
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479136552806773;train;1.96710188166667;6;100;276;9;50;700;continuous
590_fri_c0_1000_50;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124150910_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.482234288279109;test;1.96710188166667;6;100;276;9;50;700;continuous
glass;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126103500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.865906734006734;train;0.882155913333333;3;9;64;5;9;144;multinomial
glass;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126103500_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.731864316239316;test;0.882155913333333;3;9;64;5;9;144;multinomial
waveform_40;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125190555_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968037748699391;train;7.287589075;3;39;136;17;40;3500;multinomial
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colic;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124154016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.914254845468832;train;1.09919617333333;5;200;410;10;22;258;binomial
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557_analcatdata_apnea1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.313822109860867;train;4.90854050666667;20;500;1040;1;3;333;continuous
557_analcatdata_apnea1;4;4_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124160600_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.248940983236103;test;4.90854050666667;20;500;1040;1;3;333;continuous
wine_quality_white;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126115409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.655711753226367;train;0.84403015;16;11;354;6;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126115409_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.657960464767556;test;0.84403015;16;11;354;6;11;3429;multinomial
ionosphere;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992022792022792;train;0.73975254;3;160;326;32;32;246;binomial
ionosphere;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125195914_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.964170692431562;test;0.73975254;3;160;326;32;32;246;binomial
allbp;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970397316187694;train;12.3588480349833;3;25;110;21;25;2641;multinomial
allbp;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124180022_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.967963341086953;test;12.3588480349833;3;25;110;21;25;2641;multinomial
712_chscase_geyser1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.483508275868725;train;0.569638341666667;3;160;326;1;2;156;continuous
712_chscase_geyser1;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124205809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.446524140815065;test;0.569638341666667;3;160;326;1;2;156;continuous
crx;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911622952537282;train;0.595856189983333;3;160;326;5;13;483;binomial
crx;1;1_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085112_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915324845534544;test;0.595856189983333;3;160;326;5;13;483;binomial
contraceptive;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.701269807337291;train;6.42176591333333;15;9;272;3;9;1032;multinomial
contraceptive;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124172340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.693869502085465;test;6.42176591333333;15;9;272;3;9;1032;multinomial
522_pm10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.487280769697642;train;0.787066043333333;3;160;326;7;7;350;continuous
522_pm10;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124190108_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.731344807957242;test;0.787066043333333;3;160;326;7;7;350;continuous
penguins;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0537780216666667;3;7;50;4;7;241;multinomial
penguins;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124155129_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;test;0.0537780216666667;3;7;50;4;7;241;multinomial
flags;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842537845385068;train;1.689854845;7;240;494;21;39;125;multinomial
flags;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212621_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.736049382716049;test;1.689854845;7;240;494;21;39;125;multinomial
595_fri_c0_1000_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.478371453530544;train;0.201513071666667;5;50;250;6;10;700;continuous
595_fri_c0_1000_10;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125184713_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.517980950205759;test;0.201513071666667;5;50;250;6;10;700;continuous
207_autoPrice;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124161319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.43238409893254;train;2.71102753333333;13;360;746;5;10;112;continuous
207_autoPrice;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124161319_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.244054395330077;test;2.71102753333333;13;360;746;5;10;112;continuous
mfeat_morphological;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.917536584052036;train;4.97857854001667;20;285;610;2;2;1400;multinomial
mfeat_morphological;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125094935_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.918455006962948;test;4.97857854001667;20;285;610;2;2;1400;multinomial
cloud;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.554029516945118;train;0.584890215;11;6;140;1;6;76;multinomial
cloud;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124151647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.285978835978836;test;0.584890215;11;6;140;1;6;76;multinomial
594_fri_c2_100_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.871160255398167;train;0.37768413;8;25;374;2;5;70;continuous
594_fri_c2_100_5;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126095318_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.944220082185628;test;0.37768413;8;25;374;2;5;70;continuous
analcatdata_boxing2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.678300094966762;train;0.081692565;3;12;86;1;3;93;binomial
analcatdata_boxing2;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125090454_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.693850267379679;test;0.081692565;3;12;86;1;3;93;binomial
634_fri_c2_100_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125144636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.716157720154146;train;0.518170298333333;9;45;428;8;9;70;continuous
634_fri_c2_100_10;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125144636_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796659057049052;test;0.518170298333333;9;45;428;8;9;70;continuous
690_visualizing_galaxy;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.310796440554956;train;0.601433321666667;6;8;108;4;4;227;continuous
690_visualizing_galaxy;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125111342_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.311489312160732;test;0.601433321666667;6;8;108;4;4;227;continuous
537_houses;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.45436436123918;train;17.7873592733333;7;240;494;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125115824_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.511423820381928;test;17.7873592733333;7;240;494;5;5;14448;continuous
credit_a;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.93696245380125;train;1.597952765;8;260;536;13;14;483;binomial
credit_a;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125164628_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.925523736305977;test;1.597952765;8;260;536;13;14;483;binomial
192_vineyard;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.517626533506441;train;1.79555642333333;20;290;620;1;1;37;continuous
192_vineyard;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124150923_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.748984734097424;test;1.79555642333333;20;290;620;1;1;37;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.25709115637142;train;1.16014773166667;3;160;326;50;50;175;continuous
603_fri_c0_250_50;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124162007_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.611804486206687;test;1.16014773166667;3;160;326;50;50;175;continuous
617_fri_c3_500_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.83605680332865;train;0.107799473333333;3;25;156;5;5;350;continuous
617_fri_c3_500_5;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125092311_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.89537841813941;test;0.107799473333333;3;25;156;5;5;350;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.77706740814824;train;0.438878848333333;6;150;312;7;50;175;continuous
648_fri_c1_250_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125204150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.902438297532604;test;0.438878848333333;6;150;312;7;50;175;continuous
594_fri_c2_100_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.891462908868257;train;0.207328133333333;5;25;250;1;5;70;continuous
594_fri_c2_100_5;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124163759_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.822965999502402;test;0.207328133333333;5;25;250;1;5;70;continuous
mfeat_factors;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;4.87213671166667;3;160;326;134;134;1400;multinomial
mfeat_factors;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125092616_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999516479339141;test;4.87213671166667;3;160;326;134;134;1400;multinomial
allrep;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.984279451006575;train;3.29186547;7;240;494;5;25;2641;multinomial
allrep;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125084011_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95280429869471;test;3.29186547;7;240;494;5;25;2641;multinomial
584_fri_c4_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.801598749259159;train;1.34011474666667;6;220;452;5;24;350;continuous
584_fri_c4_500_25;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125104835_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.80831593238002;test;1.34011474666667;6;220;452;5;24;350;continuous
backache;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124190748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.850959173635022;train;1.80736265;13;257;540;19;31;126;binomial
backache;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124190748_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.767361111111111;test;1.80736265;13;257;540;19;31;126;binomial
596_fri_c2_250_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.791772285035008;train;0.374071503333333;9;25;408;5;5;175;continuous
596_fri_c2_250_5;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125145517_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.851585105528513;test;0.374071503333333;9;25;408;5;5;175;continuous
1196_BNG_pharynx;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125132935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.658838590480496;train;255.398904816683;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125132935_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.660099564419662;test;255.398904816683;0;100;200;5;10;700000;continuous
labor;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.212584541666667;3;112;230;5;15;40;binomial
labor;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231126111657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75;test;0.212584541666667;3;112;230;5;15;40;binomial
analcatdata_germangss;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125161816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.821579253562409;train;0.367818085;3;5;36;5;5;280;multinomial
analcatdata_germangss;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125161816_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.736404394825448;test;0.367818085;3;5;36;5;5;280;multinomial
584_fri_c4_500_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124163859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806717852253409;train;0.742816338333333;3;50;150;19;25;350;continuous
584_fri_c4_500_25;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124163859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822026791572215;test;0.742816338333333;3;50;150;19;25;350;continuous
mfeat_zernike;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.988347518838071;train;1.93118862666667;3;160;326;32;32;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125141124_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.976574319423287;test;1.93118862666667;3;160;326;32;32;1400;multinomial
profb;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.666710478424394;train;1.76330834166667;14;9;252;2;9;471;binomial
profb;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124163827_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.643097643097643;test;1.76330834166667;14;9;252;2;9;471;binomial
192_vineyard;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.53602388571577;train;0.59400818;3;160;326;1;1;37;continuous
192_vineyard;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124145725_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.618501121126686;test;0.59400818;3;160;326;1;1;37;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.790828410312757;train;1.29305466833333;5;200;410;9;10;175;continuous
657_fri_c2_250_10;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125083108_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849617962737779;test;1.29305466833333;5;200;410;9;10;175;continuous
phoneme;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.801664118719802;train;1.40360954333333;6;220;452;5;5;3783;binomial
phoneme;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126090435_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.795862633478439;test;1.40360954333333;6;220;452;5;5;3783;binomial
credit_a;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961961961961962;train;0.94342232665;3;160;326;10;13;483;binomial
credit_a;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124163520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.937512054001929;test;0.94342232665;3;160;326;10;13;483;binomial
labor;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957333333333333;train;0.918014841666667;10;15;294;3;15;40;binomial
labor;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124152855_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.95;test;0.918014841666667;10;15;294;3;15;40;binomial
663_rabe_266;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.118567103291567;train;0.104047521666667;3;4;32;2;2;84;continuous
663_rabe_266;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113351_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.120845081642219;test;0.104047521666667;3;4;32;2;2;84;continuous
542_pollution;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.530787566135423;train;1.02709501;9;22;326;11;11;42;continuous
542_pollution;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231126114427_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.676311611798325;test;1.02709501;9;22;326;11;11;42;continuous
633_fri_c0_500_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.283808192019919;train;3.27185798333333;14;380;788;13;25;350;continuous
633_fri_c0_500_25;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124173331_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.464726886844084;test;3.27185798333333;14;380;788;13;25;350;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48056191543405;train;1.02618123166667;3;160;326;5;5;700;continuous
609_fri_c0_1000_5;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126113524_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.48756893498961;test;1.02618123166667;3;160;326;5;5;700;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809876282278168;train;0.123896013333333;3;25;156;5;5;175;continuous
601_fri_c1_250_5;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125111331_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.796272623320502;test;0.123896013333333;3;25;156;5;5;175;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245667472068429;train;2.81383173831667;10;300;620;7;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125192010_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.324596403148527;test;2.81383173831667;10;300;620;7;25;700;continuous
560_bodyfat;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0777513110333303;train;0.673603481666667;3;26;134;1;13;177;continuous
560_bodyfat;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125083151_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.0776185618502619;test;0.673603481666667;3;26;134;1;13;177;continuous
mfeat_karhunen;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999365370401895;train;23.6721803;3;55;138;58;64;1400;multinomial
mfeat_karhunen;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124203824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997750977652003;test;23.6721803;3;55;138;58;64;1400;multinomial
589_fri_c2_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.814794394457698;train;0.804185038333333;12;125;554;7;25;700;continuous
589_fri_c2_1000_25;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126083712_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809805841887858;test;0.804185038333333;12;125;554;7;25;700;continuous
635_fri_c0_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.52956446575081;train;0.130823811666667;3;50;166;9;10;175;continuous
635_fri_c0_250_10;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.522784010471284;test;0.130823811666667;3;50;166;9;10;175;continuous
contraceptive;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.745871014408287;train;1.77239041331667;6;220;452;7;9;1032;multinomial
contraceptive;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125092816_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.710869386286152;test;1.77239041331667;6;220;452;7;9;1032;multinomial
590_fri_c0_1000_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488477020137462;train;0.21197326835;3;90;186;8;50;700;continuous
590_fri_c0_1000_50;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124212834_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496995497401501;test;0.21197326835;3;90;186;8;50;700;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27001697097976;train;0.948258978333333;3;160;326;4;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125160843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.395452436770882;test;0.948258978333333;3;160;326;4;50;350;continuous
dermatology;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999329205366357;train;2.672301135;3;25;118;16;25;257;multinomial
dermatology;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231126085725_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97182552778007;test;2.672301135;3;25;118;16;25;257;multinomial
192_vineyard;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126112117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.409322571418013;train;0.54764397;3;160;326;2;2;37;continuous
192_vineyard;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126112117_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.923019412263314;test;0.54764397;3;160;326;2;2;37;continuous
profb;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.705150310357418;train;0.798385416666667;3;160;326;4;9;471;binomial
profb;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126082332_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.617565159278236;test;0.798385416666667;3;160;326;4;9;471;binomial
192_vineyard;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124211025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.50671147098145;train;1.03315159833333;5;200;410;1;1;37;continuous
192_vineyard;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124211025_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.490253029996832;test;1.03315159833333;5;200;410;1;1;37;continuous
penguins;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125131518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.74121812;3;160;326;6;7;241;multinomial
penguins;5;5_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125131518_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.74121812;3;160;326;6;7;241;multinomial
analcatdata_boxing2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.680436847103514;train;0.07994575;3;3;24;1;3;93;binomial
analcatdata_boxing2;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125091821_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.717914438502674;test;0.07994575;3;3;24;1;3;93;binomial
197_cpu_act;3;3_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125195543_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.333388721886462;train;0.977602258333333;14;90;638;1;18;5735;continuous
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analcatdata_cyyoung9302;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125084235_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.922666666666667;train;1.52034466498333;9;280;578;6;6;65;binomial
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analcatdata_creditscore;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124171348_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0625818983333333;3;24;70;4;6;70;binomial
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prnn_synth;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961980663705252;train;0.867886485;3;160;326;2;2;175;binomial
prnn_synth;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124185425_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.936253561253561;test;0.867886485;3;160;326;2;2;175;binomial
1196_BNG_pharynx;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125132000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.661231163707581;train;31.53787311165;0;100;200;5;10;700000;continuous
1196_BNG_pharynx;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125132000_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.661854970726494;test;31.53787311165;0;100;200;5;10;700000;continuous
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analcatdata_asbestos;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.860532407407407;train;0.645574438333333;3;160;326;2;3;59;binomial
analcatdata_asbestos;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126090700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.9;test;0.645574438333333;3;160;326;2;3;59;binomial
589_fri_c2_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.262845828167421;train;1.734150735;6;220;452;9;25;700;continuous
589_fri_c2_1000_25;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125200604_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.339599823002109;test;1.734150735;6;220;452;9;25;700;continuous
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hypothyroid;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125092027_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.927538534880025;test;7.14955590666667;11;20;390;14;20;2215;binomial
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811139286265735;train;0.119013725;3;25;156;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125144031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811788056379001;test;0.119013725;3;25;156;5;5;700;continuous
satimage;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.974039535144181;train;2.967722705;3;160;326;25;25;4505;multinomial
satimage;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125201810_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.973327733589713;test;2.967722705;3;160;326;25;25;4505;multinomial
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contraceptive;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124212049_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.69806901969552;test;1.74941578333333;6;220;452;5;9;1032;multinomial
dermatology;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124192502_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99984375;train;2.57411511;3;25;126;21;25;257;multinomial
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573_cpu_act;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.331549818393209;train;0.462592711666667;8;85;386;1;17;5735;continuous
573_cpu_act;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125104343_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.346526372738512;test;0.462592711666667;8;85;386;1;17;5735;continuous
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527_analcatdata_election2000;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124164623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.119929101106512;train;0.0911191633333333;3;4;32;2;2;47;continuous
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592_fri_c4_1000_25;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125190911_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.860554139953245;test;0.174923921666667;3;85;176;5;25;700;continuous
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analcatdata_authorship;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082313_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999489683513855;test;2.80290482;3;62;138;57;70;589;multinomial
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1096_FacultySalaries;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126103723_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.401962815031962;train;0.605873246666667;3;160;326;1;2;35;continuous
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1199_BNG_echoMonths;1;1_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124205913_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.713076986037785;train;1.03431575166667;5;18;196;9;9;12248;continuous
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665_sleuth_case2002;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.700575765888398;train;1.69270981666667;6;220;452;5;6;103;continuous
665_sleuth_case2002;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.691462535623401;test;1.69270981666667;6;220;452;5;6;103;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.80092435727937;train;0.38180966;8;50;376;4;10;350;continuous
646_fri_c3_500_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124145657_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.809914072022366;test;0.38180966;8;50;376;4;10;350;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.681189826557641;train;0.670919766666667;3;160;326;4;9;70;continuous
634_fri_c2_100_10;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124175228_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.744794435318376;test;0.670919766666667;3;160;326;4;9;70;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812899714237183;train;0.586134068333333;3;50;146;9;25;700;continuous
592_fri_c4_1000_25;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124160412_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.850923477646152;test;0.586134068333333;3;50;146;9;25;700;continuous
contraceptive;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.726229488939761;train;3.04517151833333;11;320;662;9;9;1032;multinomial
contraceptive;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125095437_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.703235461841934;test;3.04517151833333;11;320;662;9;9;1032;multinomial
titanic;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806452631578947;train;1.12160762668333;18;28;788;7;7;1545;binomial
titanic;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124212726_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.81679469530585;test;1.12160762668333;18;28;788;7;7;1545;binomial
horse_colic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.959911779968863;train;0.79420777;3;160;326;22;22;258;binomial
horse_colic;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125112325_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86624649859944;test;0.79420777;3;160;326;22;22;258;binomial
spectf;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.925733552032076;train;0.772083765;9;157;426;19;44;245;binomial
spectf;3;3_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152736_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.846813725490196;test;0.772083765;9;157;426;19;44;245;binomial
saheart;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.745799039780521;train;1.25361436833333;11;216;454;9;9;324;binomial
saheart;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100204_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.746422182468694;test;1.25361436833333;11;216;454;9;9;324;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.963815789473684;train;0.099179365;3;12;96;1;3;35;binomial
analcatdata_bankruptcy;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124151455_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.907407407407407;test;0.099179365;3;12;96;1;3;35;binomial
spectf;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844202898550725;train;0.619884189983333;3;160;326;5;44;245;binomial
spectf;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126112820_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.88905325443787;test;0.619884189983333;3;160;326;5;44;245;binomial
page_blocks;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.940691623101579;train;22.800051955;5;8;88;6;8;3832;multinomial
page_blocks;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125165038_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.942811595044522;test;22.800051955;5;8;88;6;8;3832;multinomial
294_satellite_image;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.336041721547181;train;3.19061494833333;3;160;326;26;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124174959_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.364170795709125;test;3.19061494833333;3;160;326;26;26;4505;continuous
1196_BNG_pharynx;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.656958653789881;train;5.86729654166667;8;50;376;10;10;700000;continuous
1196_BNG_pharynx;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125082620_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.658109051786652;test;5.86729654166667;8;50;376;10;10;700000;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.835603042075141;train;1.36735608666667;6;220;452;28;50;700;continuous
583_fri_c1_1000_50;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124175119_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.839300090660157;test;1.36735608666667;6;220;452;28;50;700;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.716437369747127;train;2.27277173166667;7;192;398;7;9;12248;continuous
1199_BNG_echoMonths;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124175800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.710790331514654;test;2.27277173166667;7;192;398;7;9;12248;continuous
analcatdata_lawsuit;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997549019607843;train;0.776943756666667;3;160;326;4;4;185;binomial
analcatdata_lawsuit;2;2_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124152633_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980519480519481;test;0.776943756666667;3;160;326;4;4;185;binomial
twonorm;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124174152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998197966909502;train;3.14232501;3;20;108;20;20;5180;binomial
twonorm;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124174152_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997173528769352;test;3.14232501;3;20;108;20;20;5180;binomial
diabetes;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.844304733727811;train;0.306263118333333;6;32;284;7;8;538;binomial
diabetes;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125163050_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.827069716775599;test;0.306263118333333;6;32;284;7;8;538;binomial
analcatdata_creditscore;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.550789948333333;3;160;326;4;6;70;binomial
analcatdata_creditscore;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125094531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.550789948333333;3;160;326;4;6;70;binomial
labor;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125103036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.207175988333333;3;51;166;6;15;40;binomial
labor;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125103036_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.576923076923077;test;0.207175988333333;3;51;166;6;15;40;binomial
604_fri_c4_500_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851701479171994;train;1.617941715;9;20;372;10;10;350;continuous
604_fri_c4_500_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125083249_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.865954191505794;test;1.617941715;9;20;372;10;10;350;continuous
nikuradse_2;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783001156819466;train;0.04829087;3;5;40;0;1;254;continuous
nikuradse_2;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126082447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.901141095722281;test;0.04829087;3;5;40;0;1;254;continuous
prnn_fglass;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.898281599059377;train;0.29616503;12;9;220;3;9;144;multinomial
prnn_fglass;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231124164533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.863887987012987;test;0.29616503;12;9;220;3;9;144;multinomial
horse_colic;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.9054891830804;train;1.75217846333333;8;260;536;17;22;258;binomial
horse_colic;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125144451_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.869211735595617;test;1.75217846333333;8;260;536;17;22;258;binomial
glass2;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.71978021978022;train;0.58950518;3;160;326;1;8;115;binomial
glass2;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125140143_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732638888888889;test;0.58950518;3;160;326;1;8;115;binomial
593_fri_c1_1000_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822835195059525;train;1.83758707833333;8;20;328;10;10;700;continuous
593_fri_c1_1000_10;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124154153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.82744914464462;test;1.83758707833333;8;20;328;10;10;700;continuous
penguins;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0532547566666667;3;7;50;5;7;241;multinomial
penguins;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126111906_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.99962962962963;test;0.0532547566666667;3;7;50;5;7;241;multinomial
haberman;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124162324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731868016023614;train;0.303379986666667;11;12;236;3;3;215;binomial
haberman;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124162324_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.619883040935673;test;0.303379986666667;11;12;236;3;3;215;binomial
wine_quality_red;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.750247679682056;train;8.56847426166667;13;11;288;3;11;1120;multinomial
wine_quality_red;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124155223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.807831517703294;test;8.56847426166667;13;11;288;3;11;1120;multinomial
wine_recognition;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.0618267916666667;3;13;72;8;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125195005_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.995225362872422;test;0.0618267916666667;3;13;72;8;13;125;multinomial
prnn_fglass;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999492600422833;train;1.47783441835;7;240;494;8;9;144;multinomial
prnn_fglass;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124195735_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945784832451499;test;1.47783441835;7;240;494;8;9;144;multinomial
german;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.956958295777241;train;2.67808436333333;9;280;578;20;20;700;binomial
german;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126082417_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.76510996325683;test;2.67808436333333;9;280;578;20;20;700;binomial
606_fri_c2_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.803453155078441;train;0.300383078333333;7;50;334;6;10;700;continuous
606_fri_c2_1000_10;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125201119_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.76934240156694;test;0.300383078333333;7;50;334;6;10;700;continuous
574_house_16H;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.528285463747595;train;2.46309529166667;3;160;326;10;15;15949;continuous
574_house_16H;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126092800_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.50134179018974;test;2.46309529166667;3;160;326;10;15;15949;continuous
645_fri_c3_500_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124213710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.849195809336339;train;0.19097006;3;90;186;4;50;350;continuous
645_fri_c3_500_50;2;2_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231124213710_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794585908619239;test;0.19097006;3;90;186;4;50;350;continuous
ann_thyroid;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125203923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999958898926674;train;4.36763628166667;3;160;326;21;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125203923_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999930810754563;test;4.36763628166667;3;160;326;21;21;5040;multinomial
sleep;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901461748817798;train;30.57155379;0;100;200;13;13;74136;multinomial
sleep;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125165532_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.89684812405148;test;30.57155379;0;100;200;13;13;74136;multinomial
1191_BNG_pbc;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794440302689243;train;8.55111082;13;90;596;18;18;700000;continuous
1191_BNG_pbc;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180924_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.795447802801829;test;8.55111082;13;90;596;18;18;700000;continuous
irish;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.872951361353423;train;1.23722017;6;220;452;4;4;350;binomial
irish;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124172948_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.844877344877345;test;1.23722017;6;220;452;4;4;350;binomial
645_fri_c3_500_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793217651062347;train;1.01637312501667;3;160;326;18;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125082213_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.886735391664561;test;1.01637312501667;3;160;326;18;50;350;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261616265922191;train;2.278072525;7;240;494;8;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125111843_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.3650181142638;test;2.278072525;7;240;494;8;50;700;continuous
627_fri_c2_500_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.848747525407297;train;0.875070335;3;160;326;1;10;350;continuous
627_fri_c2_500_10;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124153455_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.859196066988723;test;0.875070335;3;160;326;1;10;350;continuous
ann_thyroid;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983032987436267;train;2.49376551165;6;220;452;8;21;5040;multinomial
ann_thyroid;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125151842_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.961401229943354;test;2.49376551165;6;220;452;8;21;5040;multinomial
626_fri_c2_500_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.199038202308258;train;3.45803958333333;12;340;704;6;50;350;continuous
626_fri_c2_500_50;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125091646_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.378754166875819;test;3.45803958333333;12;340;704;6;50;350;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126103036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.914581264361367;train;22.038220645;20;308;656;9;9;81648;continuous
1201_BNG_breastTumor;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126103036_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.916290489782277;test;22.038220645;20;308;656;9;9;81648;continuous
sleep;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.901685310096341;train;30.9752182083333;1;120;242;13;13;74136;multinomial
sleep;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125084514_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.896844069806524;test;30.9752182083333;1;120;242;13;13;74136;multinomial
1096_FacultySalaries;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126103723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.398067252761454;train;0.0649272016666667;3;10;80;1;2;35;continuous
1096_FacultySalaries;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126103723_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.423887501215109;test;0.0649272016666667;3;10;80;1;2;35;continuous
hungarian;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.920500782472613;train;0.482315406666667;7;48;334;3;12;206;binomial
hungarian;1;1_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125125816_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.845013477088949;test;0.482315406666667;7;48;334;3;12;206;binomial
228_elusage;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125154639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.445160981985025;train;0.07111988;5;2;24;1;1;39;continuous
228_elusage;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125154639_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.450693619822182;test;0.07111988;5;2;24;1;1;39;continuous
yeast;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885448733524613;train;2.46375794333333;5;200;410;8;8;1036;multinomial
yeast;3;3_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124181615_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.882396556385321;test;2.46375794333333;5;200;410;8;8;1036;multinomial
irish;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89271954954065;train;0.508503261666667;13;16;424;3;4;350;binomial
irish;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126090127_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817369093231162;test;0.508503261666667;13;16;424;3;4;350;binomial
607_fri_c4_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125095102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.828877015934969;train;0.679411863333333;3;64;150;13;50;700;continuous
607_fri_c4_1000_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125095102_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.851786114650423;test;0.679411863333333;3;64;150;13;50;700;continuous
201_pol;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.15998799725928;train;17.5284422533333;20;428;896;17;26;10500;continuous
201_pol;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125194028_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.189632744765401;test;17.5284422533333;20;428;896;17;26;10500;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.505726869705473;train;0.216470345;3;90;186;23;25;350;continuous
633_fri_c0_500_25;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125160451_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547106705542472;test;0.216470345;3;90;186;23;25;350;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126110059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.503677139804507;train;0.278730343333333;6;50;292;8;10;700;continuous
595_fri_c0_1000_10;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231126110059_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.496942949751589;test;0.278730343333333;6;50;292;8;10;700;continuous
mfeat_morphological;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947606469546538;train;3.91982664;10;300;620;3;3;1400;multinomial
mfeat_morphological;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125093724_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.943342273168354;test;3.91982664;10;300;620;3;3;1400;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.817553145935762;train;0.128055963333333;7;5;76;4;5;280;multinomial
analcatdata_germangss;2;2_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125170611_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.771540119308377;test;0.128055963333333;7;5;76;4;5;280;multinomial
schizo;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.742685851318945;train;1.82534635666667;8;260;536;10;13;238;multinomial
schizo;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125140251_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.57039537126326;test;1.82534635666667;8;260;536;10;13;238;multinomial
651_fri_c0_100_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.807514641324296;train;0.183188033333333;3;90;186;2;25;70;continuous
651_fri_c0_100_25;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125143338_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811929912900601;test;0.183188033333333;3;90;186;2;25;70;continuous
wine_recognition;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125203920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.9991139312868;train;0.444787203333333;3;13;88;4;13;125;multinomial
wine_recognition;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125203920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.998217468805704;test;0.444787203333333;3;13;88;4;13;125;multinomial
yeast;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881347391094409;train;1.93394096833333;3;160;326;8;8;1036;multinomial
yeast;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124174332_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.846755219845283;test;1.93394096833333;3;160;326;8;8;1036;multinomial
diabetes;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.829105654426673;train;0.739810098333333;3;160;326;7;8;538;binomial
diabetes;4;4_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125111348_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.83741935483871;test;0.739810098333333;3;160;326;7;8;538;binomial
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.230403965376196;train;5.47116896;10;263;546;7;25;700;continuous
592_fri_c4_1000_25;2;2_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124153403_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.291567259839916;test;5.47116896;10;263;546;7;25;700;continuous
646_fri_c3_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124191751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.251571903415268;train;0.720381046666667;3;160;326;5;10;350;continuous
646_fri_c3_500_10;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124191751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.386187105660216;test;0.720381046666667;3;160;326;5;10;350;continuous
collins;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125152631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.997919521809608;train;6.90746604333333;3;20;102;18;20;340;multinomial
collins;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125152631_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99779304029304;test;6.90746604333333;3;20;102;18;20;340;multinomial
604_fri_c4_500_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.86426990235217;train;0.88265913;3;160;326;10;10;350;continuous
604_fri_c4_500_10;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125145347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.84252796823558;test;0.88265913;3;160;326;10;10;350;continuous
706_sleuth_case1202;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.576126142118052;train;0.193301303316667;5;12;124;1;6;66;continuous
706_sleuth_case1202;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125185608_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.662928540515611;test;0.193301303316667;5;12;124;1;6;66;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.822254395196227;train;1.899101275;7;20;290;9;10;700;continuous
593_fri_c1_1000_10;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124170433_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823508453443855;test;1.899101275;7;20;290;9;10;700;continuous
sonar;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.918045112781955;train;9.06196192166667;20;60;852;31;60;146;binomial
sonar;3;3_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125113623_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.864550264550265;test;9.06196192166667;20;60;852;31;60;146;binomial
prnn_crabs;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124210316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.686911396666667;3;160;326;3;3;140;binomial
prnn_crabs;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124210316_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986607142857143;test;0.686911396666667;3;160;326;3;3;140;binomial
diabetes;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843565088757396;train;0.649730151666667;3;160;326;7;8;538;binomial
diabetes;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124180823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.823529411764706;test;0.649730151666667;3;160;326;7;8;538;binomial
605_fri_c2_250_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.733012497490844;train;1.13611099166667;6;50;276;12;25;175;continuous
605_fri_c2_250_25;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125170912_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.876774468990236;test;1.13611099166667;6;50;276;12;25;175;continuous
mfeat_morphological;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.927687556180853;train;1.37726465;3;160;326;2;2;1400;multinomial
mfeat_morphological;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124203541_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.920782431827379;test;1.37726465;3;160;326;2;2;1400;multinomial
german;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.850322842561089;train;0.220338088333333;3;71;166;17;20;700;binomial
german;4;4_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126082556_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.72488743567753;test;0.220338088333333;3;71;166;17;20;700;binomial
663_rabe_266;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0985738560268241;train;0.894072948333333;5;200;410;2;2;84;continuous
663_rabe_266;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124184953_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0943602675588024;test;0.894072948333333;5;200;410;2;2;84;continuous
buggyCrx;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916683925304615;train;0.755841988333333;3;13;88;9;13;483;binomial
buggyCrx;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124150523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.920540019286403;test;0.755841988333333;3;13;88;9;13;483;binomial
588_fri_c4_1000_100;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.184785716696153;train;3.844837725;5;200;410;10;100;700;continuous
588_fri_c4_1000_100;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125114613_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.274491739156835;test;3.844837725;5;200;410;10;100;700;continuous
analcatdata_aids;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.631578947368421;train;0.617276401666667;3;160;326;2;3;35;binomial
analcatdata_aids;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124165853_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.777777777777778;test;0.617276401666667;3;160;326;2;3;35;binomial
colic;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.887146411733892;train;0.775974543333333;11;81;510;2;22;258;binomial
colic;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124150125_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.828856749311295;test;0.775974543333333;11;81;510;2;22;258;binomial
diabetes;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.875827914258189;train;0.830316648333333;3;160;326;8;8;538;binomial
diabetes;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124173816_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.85082023239918;test;0.830316648333333;3;160;326;8;8;538;binomial
542_pollution;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.330957988373701;train;1.21607745666667;5;200;410;13;13;42;continuous
542_pollution;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125112206_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.576941728367614;test;1.21607745666667;5;200;410;13;13;42;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.794481445951892;train;0.37452719;6;124;302;8;25;700;continuous
586_fri_c3_1000_25;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125115018_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870737233681853;test;0.37452719;6;124;302;8;25;700;continuous
breast;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983218092768655;train;0.66474266;3;160;326;2;9;490;binomial
breast;2;2_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125094126_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.983148510545771;test;0.66474266;3;160;326;2;9;490;binomial
227_cpu_small;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.19967361360972;train;6.30682206666667;10;24;440;11;12;5735;continuous
227_cpu_small;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125121920_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.199140047884269;test;6.30682206666667;10;24;440;11;12;5735;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.856515598893872;train;0.684685176666667;13;196;446;4;50;350;continuous
637_fri_c1_500_50;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124150447_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.897042034877086;test;0.684685176666667;13;196;446;4;50;350;continuous
613_fri_c3_250_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.783333484304183;train;0.406439571666667;11;25;492;5;5;175;continuous
613_fri_c3_250_5;1;1_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231126085001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867659640153067;test;0.406439571666667;11;25;492;5;5;175;continuous
hungarian;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.908140756302521;train;3.63566769666667;20;500;1040;12;12;206;binomial
hungarian;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124164453_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904380341880342;test;3.63566769666667;20;500;1040;12;12;206;binomial
calendarDOW;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.82988862310029;train;1.07032181333333;3;160;326;13;13;280;multinomial
calendarDOW;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124210626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.756284183673469;test;1.07032181333333;3;160;326;13;13;280;multinomial
649_fri_c0_500_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478402438744842;train;1.08573279833333;5;184;378;4;5;350;continuous
649_fri_c0_500_5;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125201556_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.449750060751653;test;1.08573279833333;5;184;378;4;5;350;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.247960410505946;train;4.21987570666667;3;160;326;10;99;700;continuous
588_fri_c4_1000_100;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124151920_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.34341529846857;test;4.21987570666667;3;160;326;10;99;700;continuous
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562_cpu_small;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082833_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.210554018735616;test;0.29428016;6;60;302;12;12;5735;continuous
592_fri_c4_1000_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082719_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.842064747369675;train;1.913885425;7;50;314;5;25;700;continuous
592_fri_c4_1000_25;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126082719_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83877427655227;test;1.913885425;7;50;314;5;25;700;continuous
credit_a;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124151613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.925589757843171;train;1.21414290833333;6;13;162;4;13;483;binomial
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659_sleuth_ex1714;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124183602_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.484610632488221;test;0.891876505;5;200;410;1;2;33;continuous
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heart_h;4;4_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125171634_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.902446390818484;train;0.627063071666667;3;160;326;2;12;206;binomial
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616_fri_c4_500_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.835710618842357;train;0.94352963;3;72;150;5;50;350;continuous
616_fri_c4_500_50;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125100106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.810455763204304;test;0.94352963;3;72;150;5;50;350;continuous
flags;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.760136147534698;train;0.841697603333333;3;160;326;9;39;125;multinomial
flags;2;2_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125173123_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.676749851455734;test;0.841697603333333;3;160;326;9;39;125;multinomial
505_tecator;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0853148293267045;train;0.89531854;5;184;378;16;18;168;continuous
505_tecator;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124174201_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.0876304135514988;test;0.89531854;5;184;378;16;18;168;continuous
agaricus_lepiota;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;1.71372683666667;3;160;326;15;20;5702;binomial
agaricus_lepiota;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085840_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;1.71372683666667;3;160;326;15;20;5702;binomial
magic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.851035288596102;train;1.06934067333333;11;36;490;8;9;13314;binomial
magic;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125144931_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.847570033671836;test;1.06934067333333;11;36;490;8;9;13314;binomial
529_pollen;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.432129183602533;train;0.111013761666667;3;20;148;4;4;2694;continuous
529_pollen;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125143230_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.447223388801912;test;0.111013761666667;3;20;148;4;4;2694;continuous
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663_rabe_266;2;2_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124151700_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.117860485887197;test;0.0600696283333333;3;10;80;2;2;84;continuous
537_houses;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.620301265973493;train;2.00911794166667;3;160;326;5;5;14448;continuous
537_houses;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125115824_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.606059835479695;test;2.00911794166667;3;160;326;5;5;14448;continuous
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657_fri_c2_250_10;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125180130_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838116815932271;test;1.15603169833333;8;20;334;9;10;175;continuous
706_sleuth_case1202;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.496420952299767;train;0.464281941666667;6;12;164;5;6;66;continuous
706_sleuth_case1202;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126082338_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.661905771035945;test;0.464281941666667;6;12;164;5;6;66;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126115300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814472567499115;train;1.64828487833333;6;220;452;4;25;700;continuous
586_fri_c3_1000_25;5;5_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231126115300_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.797005717431606;test;1.64828487833333;6;220;452;4;25;700;continuous
594_fri_c2_100_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125153621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.873503248889488;train;0.287562841666667;5;10;116;2;5;70;continuous
594_fri_c2_100_5;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125153621_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.944113607065422;test;0.287562841666667;5;10;116;2;5;70;continuous
vowel;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.970055692389852;train;11.9018729333333;5;13;132;13;13;693;multinomial
vowel;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125085136_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.964817543125761;test;11.9018729333333;5;13;132;13;13;693;multinomial
labor;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.957333333333333;train;1.55378687333333;12;16;384;7;16;40;binomial
labor;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124192154_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983333333333333;test;1.55378687333333;12;16;384;7;16;40;binomial
titanic;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79366283014105;train;1.51958275166667;11;234;490;5;7;1545;binomial
titanic;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125084619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.798438243221817;test;1.51958275166667;11;234;490;5;7;1545;binomial
657_fri_c2_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124191527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.755648565113501;train;0.785819450016667;6;20;254;10;10;175;continuous
657_fri_c2_250_10;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124191527_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.924980840692612;test;0.785819450016667;6;20;254;10;10;175;continuous
218_house_8L;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.510321992375991;train;0.69284196;11;40;502;8;8;15949;continuous
218_house_8L;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124195313_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.49920948823184;test;0.69284196;11;40;502;8;8;15949;continuous
allrep;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978481792717087;train;1.81515277;20;24;824;21;24;2641;multinomial
allrep;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125165135_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.890777907246687;test;1.81515277;20;24;824;21;24;2641;multinomial
cleveland;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.793686864417634;train;3.86315834501667;20;461;962;4;13;213;multinomial
cleveland;2;2_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126113223_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.653637795781893;test;3.86315834501667;20;461;962;4;13;213;multinomial
prnn_synth;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.939002089864159;train;0.080652685;3;2;16;2;2;175;binomial
prnn_synth;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125103934_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.933854907539118;test;0.080652685;3;2;16;2;2;175;binomial
breast_w;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991234861472101;train;0.788779633333333;3;160;326;9;9;490;binomial
breast_w;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126100012_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980079075425791;test;0.788779633333333;3;160;326;9;9;490;binomial
608_fri_c3_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.832829454710983;train;1.75231015666667;9;20;368;5;10;700;continuous
608_fri_c3_1000_10;1;1_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125134031_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866121894526488;test;1.75231015666667;9;20;368;5;10;700;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.334799273027125;train;0.107781366666667;5;10;114;1;2;33;continuous
659_sleuth_ex1714;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125092015_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.619090537867011;test;0.107781366666667;5;10;114;1;2;33;continuous
analcatdata_boxing2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.747863247863248;train;0.583343498333333;3;160;326;1;3;93;binomial
analcatdata_boxing2;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125191723_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.585561497326203;test;0.583343498333333;3;160;326;1;3;93;binomial
tae;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.685861912332501;train;0.916271546666667;14;5;148;4;5;106;multinomial
tae;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125193641_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.728148148148148;test;0.916271546666667;14;5;148;4;5;106;multinomial
mfeat_morphological;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916417465748844;train;0.953549426666667;3;2;16;2;2;1400;multinomial
mfeat_morphological;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125173610_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.916650431138864;test;0.953549426666667;3;2;16;2;2;1400;multinomial
irish;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125132058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.888351444473894;train;0.362724853333333;9;16;284;3;4;350;binomial
irish;5;5_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125132058_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.877062410329986;test;0.362724853333333;9;16;284;3;4;350;binomial
nikuradse_2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.840871117831297;train;0.0217759016666667;3;2;16;0;1;254;continuous
nikuradse_2;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125175450_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.743468290883518;test;0.0217759016666667;3;2;16;0;1;254;continuous
letter;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.992571912991247;train;20.644801265;12;317;658;14;16;14000;multinomial
letter;3;3_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231124173521_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.989526191437717;test;20.644801265;12;317;658;14;16;14000;multinomial
spambase;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.973757070460953;train;0.318007298333333;3;80;166;44;53;3221;binomial
spambase;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231124203357_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.969975276501125;test;0.318007298333333;3;80;166;44;53;3221;binomial
581_fri_c3_500_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.815373031040749;train;1.19182843833333;5;50;234;6;25;350;continuous
581_fri_c3_500_25;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124150658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.891365926556904;test;1.19182843833333;5;50;234;6;25;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826924436269067;train;0.273534656666667;3;10;72;5;5;350;continuous
597_fri_c2_500_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124152227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.852409363394545;test;0.273534656666667;3;10;72;5;5;350;continuous
564_fried;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27634751720151;train;32.65808040335;1;120;242;7;10;28538;continuous
564_fried;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125095657_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.302280537359406;test;32.65808040335;1;120;242;7;10;28538;continuous
analcatdata_aids;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.773026315789474;train;0.572751814983333;3;160;326;1;2;35;binomial
analcatdata_aids;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125094257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.592592592592593;test;0.572751814983333;3;160;326;1;2;35;binomial
574_house_16H;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.494592370389343;train;0.727854913333333;9;75;428;15;15;15949;continuous
574_house_16H;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125194507_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.488058347173426;test;0.727854913333333;9;75;428;15;15;15949;continuous
segmentation;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124200721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999558641021638;train;1.45627011333333;3;160;326;14;14;1617;multinomial
segmentation;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124200721_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998181308711988;test;1.45627011333333;3;160;326;14;14;1617;multinomial
phoneme;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.806340906358937;train;0.109004703333333;3;20;102;5;5;3783;binomial
phoneme;2;2_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125173529_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.792041362685721;test;0.109004703333333;3;20;102;5;5;3783;binomial
620_fri_c1_1000_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.857011654460072;train;0.927157100016667;3;50;146;8;25;700;continuous
620_fri_c1_1000_25;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124174751_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806926686791541;test;0.927157100016667;3;50;146;8;25;700;continuous
allbp;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.97916567813365;train;30.3285660566667;8;25;314;20;25;2641;multinomial
allbp;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124173141_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.968203577727387;test;30.3285660566667;8;25;314;20;25;2641;multinomial
665_sleuth_case2002;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.738009304049264;train;0.999535411666667;3;160;326;1;6;103;continuous
665_sleuth_case2002;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124165023_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870644701624516;test;0.999535411666667;3;160;326;1;6;103;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.17922089557094;train;3.01978385833333;8;260;536;5;50;350;continuous
645_fri_c3_500_50;2;2_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124153002_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.32233885858646;test;3.01978385833333;8;260;536;5;50;350;continuous
635_fri_c0_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.534174430104172;train;0.617430285;3;20;128;6;10;175;continuous
635_fri_c0_250_10;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125082213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522174168446799;test;0.617430285;3;20;128;6;10;175;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817509079676463;train;0.144954566683333;3;10;72;5;5;350;continuous
617_fri_c3_500_5;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125112902_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.858395075472793;test;0.144954566683333;3;10;72;5;5;350;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.806202266960582;train;0.106313246666667;3;25;156;5;5;175;continuous
596_fri_c2_250_5;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125115147_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.841192696150906;test;0.106313246666667;3;25;156;5;5;175;continuous
cleveland;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.61341006429468;train;0.990738476666667;3;160;326;13;13;213;multinomial
cleveland;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085647_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.580378729423868;test;0.990738476666667;3;160;326;13;13;213;multinomial
613_fri_c3_250_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.78420620333769;train;0.407710021666667;10;25;450;4;5;175;continuous
613_fri_c3_250_5;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124163510_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.82435490345788;test;0.407710021666667;10;25;450;4;5;175;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.259826902049303;train;0.700063606666667;3;160;326;5;10;350;continuous
641_fri_c1_500_10;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125103229_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.363141969751211;test;0.700063606666667;3;160;326;5;10;350;continuous
haberman;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125100516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.732126002831524;train;0.989538878333333;3;160;326;3;3;215;binomial
haberman;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125100516_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.683537263626251;test;0.989538878333333;3;160;326;3;3;215;binomial
602_fri_c3_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.231528425090201;train;1.61288922666667;10;293;606;4;9;175;continuous
602_fri_c3_250_10;5;5_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125105041_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.384871749377518;test;1.61288922666667;10;293;606;4;9;175;continuous
1191_BNG_pbc;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124204055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.795753306328915;train;36.8341440733333;4;36;188;16;18;700000;continuous
1191_BNG_pbc;4;4_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124204055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.794979548406083;test;36.8341440733333;4;36;188;16;18;700000;continuous
fars;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.889868485771625;train;11.7658741616667;6;21;236;12;21;70678;multinomial
fars;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125150605_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.880559283509827;test;11.7658741616667;6;21;236;12;21;70678;multinomial
allrep;3;3_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231125102330_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980543157004716;train;7.59538555833333;20;465;970;5;24;2641;multinomial
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574_house_16H;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125202123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.483767926126414;train;0.291449316666667;3;73;176;15;15;15949;continuous
574_house_16H;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125202123_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.469520711168481;test;0.291449316666667;3;73;176;15;15;15949;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.81225064604018;train;0.66573958;8;189;396;8;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125082213_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.885687490120571;test;0.66573958;8;189;396;8;50;350;continuous
breast_cancer;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.742553191489362;train;1.02014222166667;8;9;150;4;9;201;binomial
breast_cancer;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125121106_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.687666666666667;test;1.02014222166667;8;9;150;4;9;201;binomial
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579_fri_c0_250_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.505933184520816;train;0.833191733333333;3;160;326;5;5;175;continuous
579_fri_c0_250_5;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125085100_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.47623712902125;test;0.833191733333333;3;160;326;5;5;175;continuous
505_tecator;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0530885517192632;train;1.600763205;8;260;536;10;17;168;continuous
505_tecator;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124211631_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0639166625978836;test;1.600763205;8;260;536;10;17;168;continuous
saheart;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.783274391512378;train;1.15368661166667;6;220;452;9;9;324;binomial
saheart;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125121804_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.745519713261649;test;1.15368661166667;6;220;452;9;9;324;binomial
648_fri_c1_250_50;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125204312_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.679805250707638;train;1.45864779166667;7;100;318;50;50;175;continuous
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626_fri_c2_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8264185783284;train;0.573334509983333;3;72;150;50;50;350;continuous
626_fri_c2_500_50;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126085935_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.864629831704621;test;0.573334509983333;3;72;150;50;50;350;continuous
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cleve;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125151303_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.869089099054256;test;0.406608348333333;7;52;334;11;13;213;binomial
605_fri_c2_250_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.746152084358857;train;0.813151028333333;3;160;326;22;25;175;continuous
605_fri_c2_250_25;5;5_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125171217_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.814931120884145;test;0.813151028333333;3;160;326;22;25;175;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269993449980699;train;1.75723481833333;9;280;578;4;10;350;continuous
627_fri_c2_500_10;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231126105259_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.369536650028823;test;1.75723481833333;9;280;578;4;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.808034540178872;train;1.83438715;10;252;524;9;10;350;continuous
627_fri_c2_500_10;2;2_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125173147_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.870163340449466;test;1.83438715;10;252;524;9;10;350;continuous
allbp;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.996488588412987;train;2.083376785;3;160;326;13;25;2641;multinomial
allbp;3;3_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124202342_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991854959947944;test;2.083376785;3;160;326;13;25;2641;multinomial
1089_USCrime;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125205001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.399090393069338;train;0.07266997;3;15;88;3;3;33;continuous
1089_USCrime;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125205001_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.348116858109483;test;0.07266997;3;15;88;3;3;33;continuous
bupa;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124184217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.683365226899945;train;0.21373837665;6;5;64;3;5;242;binomial
bupa;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124184217_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.645550527903469;test;0.21373837665;6;5;64;3;5;242;binomial
561_cpu;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.0812290767153662;train;1.05285105498333;6;220;452;7;7;147;continuous
561_cpu;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124170933_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.146724231889619;test;1.05285105498333;6;220;452;7;7;147;continuous
allbp;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.984189301949063;train;2.39137807166667;5;184;378;23;25;2641;multinomial
allbp;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231126085347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980014087931577;test;2.39137807166667;5;184;378;23;25;2641;multinomial
analcatdata_creditscore;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;train;0.245013073333333;3;112;230;4;6;70;binomial
analcatdata_creditscore;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124193337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;1;test;0.245013073333333;3;112;230;4;6;70;binomial
658_fri_c3_250_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.852302509552858;train;0.91182114;3;160;326;15;25;175;continuous
658_fri_c3_250_25;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231125205258_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.818379815092242;test;0.91182114;3;160;326;15;25;175;continuous
562_cpu_small;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.317521680765603;train;0.464611301666667;9;60;428;3;12;5735;continuous
562_cpu_small;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125172144_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336479515863371;test;0.464611301666667;9;60;428;3;12;5735;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.867652225190725;train;0.892104785;3;160;326;5;5;70;continuous
656_fri_c1_100_5;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125123827_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.877694098204646;test;0.892104785;3;160;326;5;5;70;continuous
heart_statlog;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.963300661043994;train;0.677073306666667;3;160;326;12;13;189;binomial
heart_statlog;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124151907_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.842717258261934;test;0.677073306666667;3;160;326;12;13;189;binomial
659_sleuth_ex1714;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.381984195991926;train;0.0915744466666667;5;4;48;1;2;33;continuous
659_sleuth_ex1714;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124201258_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49197063635893;test;0.0915744466666667;5;4;48;1;2;33;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.83632031504923;train;1.260111085;6;100;276;35;50;700;continuous
618_fri_c3_1000_50;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125093337_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.887355387430977;test;1.260111085;6;100;276;35;50;700;continuous
603_fri_c0_250_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.427178049307312;train;1.97139943;9;264;546;22;50;175;continuous
603_fri_c0_250_50;2;2_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124192757_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.603998887975313;test;1.97139943;9;264;546;22;50;175;continuous
confidence;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.916233766233766;train;0.660514954983333;3;160;326;1;1;51;multinomial
confidence;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125085834_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.841111111111111;test;0.660514954983333;3;160;326;1;1;51;multinomial
195_auto_price;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.390004693996761;train;0.738170576683333;5;18;200;8;9;112;continuous
195_auto_price;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125153658_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.418363822522055;test;0.738170576683333;5;18;200;8;9;112;continuous
irish;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124162758_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.876040840602696;train;0.687824956666667;3;160;326;3;4;350;binomial
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537_houses;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.608015050230627;train;4.97328806833333;13;280;586;5;5;14448;continuous
537_houses;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231125091717_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.608153927629309;test;4.97328806833333;13;280;586;5;5;14448;continuous
503_wind;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461277465481637;train;3.64658009001667;8;28;324;14;14;4602;continuous
503_wind;1;1_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124155135_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.455126577265354;test;3.64658009001667;8;28;324;14;14;4602;continuous
594_fri_c2_100_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.428704342587872;train;1.21901139333333;6;220;452;2;5;70;continuous
594_fri_c2_100_5;1;1_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174133_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.578344429914773;test;1.21901139333333;6;220;452;2;5;70;continuous
iris;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124182843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993137254901961;train;0.163993486666667;3;3;24;1;3;105;multinomial
iris;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124182843_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.992361111111111;test;0.163993486666667;3;3;24;1;3;105;multinomial
heart_h;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.915232054766938;train;0.700429345;11;48;502;4;12;206;binomial
heart_h;4;4_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171634_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.88281706604325;test;0.700429345;11;48;502;4;12;206;binomial
allhypo;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.969216054421769;train;9.835199735;20;415;872;8;25;2639;multinomial
allhypo;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231124171517_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.941447509925669;test;9.835199735;20;415;872;8;25;2639;multinomial
598_fri_c0_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.525840779186951;train;1.507134685;5;50;230;9;25;700;continuous
598_fri_c0_1000_25;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125170232_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.548539883743364;test;1.507134685;5;50;230;9;25;700;continuous
coil2000;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124211217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.75359562416174;train;7.24607038833333;9;280;578;7;59;6876;binomial
coil2000;5;5_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231124211217_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.68009351303288;test;7.24607038833333;9;280;578;7;59;6876;binomial
cars;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.805691640051246;train;3.24899337166667;20;383;806;4;6;275;multinomial
cars;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125112735_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.797884120839396;test;3.24899337166667;20;383;806;4;6;275;multinomial
contraceptive;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.735736118586964;train;4.15974698666667;12;9;218;6;9;1032;multinomial
contraceptive;5;5_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125085554_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.694609295531427;test;4.15974698666667;12;9;218;6;9;1032;multinomial
Hill_Valley_with_noise;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.545352386237514;train;0.77001815;3;160;326;1;1;849;binomial
Hill_Valley_with_noise;2;2_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125110456_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.51347823447271;test;0.77001815;3;160;326;1;1;849;binomial
heart_c;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.938983050847458;train;0.835164633333333;3;160;326;10;13;213;binomial
heart_c;3;3_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231126082455_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.91588322612568;test;0.835164633333333;3;160;326;10;13;213;binomial
634_fri_c2_100_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.434199279735993;train;1.725029565;9;264;546;1;9;70;continuous
634_fri_c2_100_10;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125125551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.544052389635337;test;1.725029565;9;264;546;1;9;70;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125181708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.286955678790161;train;5.02509549;7;240;494;59;72;742;continuous
4544_GeographicalOriginalofMusic;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125181708_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.446612226811007;test;5.02509549;7;240;494;59;72;742;continuous
labor;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.989583333333333;train;0.629721843316667;3;160;326;5;15;40;binomial
labor;2;2_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124164234_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.884615384615385;test;0.629721843316667;3;160;326;5;15;40;binomial
644_fri_c4_250_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.790461950384014;train;0.809575545;3;48;150;19;24;175;continuous
644_fri_c4_250_25;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125143001_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.8851596010831;test;0.809575545;3;48;150;19;24;175;continuous
sonar;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909628378378378;train;2.07648855833333;8;260;536;23;60;146;binomial
sonar;5;5_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125104830_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.86972972972973;test;2.07648855833333;8;260;536;23;60;146;binomial
633_fri_c0_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.507412769873445;train;1.41969255;6;220;452;12;25;350;continuous
633_fri_c0_500_25;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125173529_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.52825622201741;test;1.41969255;6;220;452;12;25;350;continuous
letter;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972732615749925;train;34.32085031;2;140;284;15;16;14000;multinomial
letter;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124173521_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.971249111578377;test;34.32085031;2;140;284;15;16;14000;multinomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.922722029988466;train;0.658187113333333;3;160;326;2;7;68;binomial
analcatdata_cyyoung8092;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125173703_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.883116883116883;test;0.658187113333333;3;160;326;2;7;68;binomial
650_fri_c0_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.473159700372878;train;0.876880481666667;3;160;326;23;50;350;continuous
650_fri_c0_500_50;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162011_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.475108397037886;test;0.876880481666667;3;160;326;23;50;350;continuous
texture;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997061178656636;train;3.22069226333333;3;160;326;12;12;3850;multinomial
texture;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125141027_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.994981310093656;test;3.22069226333333;3;160;326;12;12;3850;multinomial
australian;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125181902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.966632785391329;train;0.819847456666667;3;160;326;5;13;483;binomial
australian;2;2_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125181902_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.909396600037362;test;0.819847456666667;3;160;326;5;13;483;binomial
collins;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125152631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998925234122603;train;3.22963961833333;9;280;578;1;20;340;multinomial
collins;4;4_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125152631_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998484848484848;test;3.22963961833333;9;280;578;1;20;340;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998766770381579;train;2.33882723833333;3;160;326;62;64;1400;multinomial
mfeat_karhunen;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231124202751_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.991986753465029;test;2.33882723833333;3;160;326;62;64;1400;multinomial
1191_BNG_pbc;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.782651640765417;train;34.998501455;3;36;146;15;18;700000;continuous
1191_BNG_pbc;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125091327_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.783755359304469;test;34.998501455;3;36;146;15;18;700000;continuous
542_pollution;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.539901243013762;train;0.652441295;3;160;326;10;10;42;continuous
542_pollution;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125174211_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.842594166603242;test;0.652441295;3;160;326;10;10;42;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.816770353569863;train;0.911818491666667;5;20;214;8;10;700;continuous
608_fri_c3_1000_10;2;2_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125084401_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.892469017094044;test;0.911818491666667;5;20;214;8;10;700;continuous
hypothyroid;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125123042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.954965990182159;train;0.658196233333333;9;80;418;17;20;2215;binomial
hypothyroid;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125123042_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.932237633651904;test;0.658196233333333;9;80;418;17;20;2215;binomial
spambase;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.986516208386606;train;0.348380771666667;3;80;166;54;54;3221;binomial
spambase;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124162659_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.978398708254568;test;0.348380771666667;3;80;166;54;54;3221;binomial
579_fri_c0_250_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.479311685349546;train;0.543897983316667;6;10;132;5;5;175;continuous
579_fri_c0_250_5;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125153632_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.509661153568827;test;0.543897983316667;6;10;132;5;5;175;continuous
credit_g;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126091150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.799286334449628;train;1.81933422166667;20;80;880;5;20;700;binomial
credit_g;3;3_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231126091150_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.762200877241686;test;1.81933422166667;20;80;880;5;20;700;binomial
prnn_crabs;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999387630128598;train;1.12679096666667;7;240;494;4;4;140;binomial
prnn_crabs;5;5_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231126084150_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.96329254727475;test;1.12679096666667;7;240;494;4;4;140;binomial
1089_USCrime;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.373249694114578;train;1.12735899333333;9;242;502;5;5;33;continuous
1089_USCrime;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125134553_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.525214276739291;test;1.12735899333333;9;242;502;5;5;33;continuous
crx;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.95087098999655;train;0.774485756666667;3;160;326;10;13;483;binomial
crx;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125171016_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.92116724738676;test;0.774485756666667;3;160;326;10;13;483;binomial
561_cpu;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.150093321475648;train;1.23568926833333;11;14;322;5;7;147;continuous
561_cpu;2;2_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231125163442_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.127320242644167;test;1.23568926833333;11;14;322;5;7;147;continuous
flags;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.845081492311025;train;13.5921326183333;15;40;642;24;40;125;multinomial
flags;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125180523_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.74526936026936;test;13.5921326183333;15;40;642;24;40;125;multinomial
heart_c;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.946208742194469;train;2.98026716333333;16;420;872;13;13;213;binomial
heart_c;1;1_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231126085448_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.887184562097971;test;2.98026716333333;16;420;872;13;13;213;binomial
allhyper;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827227376878348;train;5.59795361166667;17;363;760;5;25;2640;multinomial
allhyper;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125191057_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.720037161870193;test;5.59795361166667;17;363;760;5;25;2640;multinomial
wine_quality_red;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.795105125834068;train;0.864326908333333;20;11;420;9;11;1120;multinomial
wine_quality_red;1;1_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125122358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.776175213537377;test;0.864326908333333;20;11;420;9;11;1120;multinomial
mfeat_morphological;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915512303711438;train;0.751547428316667;3;2;16;2;2;1400;multinomial
mfeat_morphological;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124173247_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.915867616650657;test;0.751547428316667;3;2;16;2;2;1400;multinomial
sleep;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.89391514840615;train;3.44518364166667;5;13;126;12;13;74136;multinomial
sleep;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231126082555_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.893376094942018;test;3.44518364166667;5;13;126;12;13;74136;multinomial
analcatdata_asbestos;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125131823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.931034482758621;train;0.803383028333333;3;160;326;3;3;59;binomial
analcatdata_asbestos;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125131823_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.7265625;test;0.803383028333333;3;160;326;3;3;59;binomial
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.257050379600573;train;0.130401526666667;5;15;180;3;3;333;continuous
557_analcatdata_apnea1;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125084121_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.332469863653676;test;0.130401526666667;5;15;180;3;3;333;continuous
hungarian;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.953857245854362;train;2.764491165;20;448;936;9;12;206;binomial
hungarian;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162545_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.837465564738292;test;2.764491165;20;448;936;9;12;206;binomial
522_pm10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125131053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.442506739944574;train;0.8496871;3;160;326;7;7;350;continuous
522_pm10;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125131053_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.733596018182772;test;0.8496871;3;160;326;7;7;350;continuous
626_fri_c2_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.817956882245747;train;0.51437627;3;72;150;25;50;350;continuous
626_fri_c2_500_50;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124170919_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.818348969726769;test;0.51437627;3;72;150;25;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.792248459491184;train;1.874382355;9;280;578;14;50;350;continuous
626_fri_c2_500_50;3;3_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124155531_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.858186473815751;test;1.874382355;9;280;578;14;50;350;continuous
waveform_40;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.980817563542487;train;5.21902470833333;6;220;452;14;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125091122_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.961822529590064;test;5.21902470833333;6;220;452;14;40;3500;multinomial
lupus;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.852197802197802;train;0.578748543333333;3;160;326;1;2;61;binomial
lupus;4;4_config_invariant_robust_rf;config_invariant_robust_rf;config_invariant_robust_rf;20231125091912_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.879084967320262;test;0.578748543333333;3;160;326;1;2;61;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.947712418300654;train;0.576203711666667;3;160;326;2;4;35;binomial
analcatdata_bankruptcy;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124145744_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.576203711666667;3;160;326;2;4;35;binomial
nikuradse_1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.19348298521384;train;0.984748019983333;5;184;378;1;2;254;continuous
nikuradse_1;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126084432_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.199396097911168;test;0.984748019983333;5;184;378;1;2;254;continuous
analcatdata_boxing1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.753188775510204;train;0.0765746166666667;3;12;96;3;3;84;binomial
analcatdata_boxing1;4;4_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125201117_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.665584415584416;test;0.0765746166666667;3;12;96;3;3;84;binomial
579_fri_c0_250_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.310898400208212;train;0.826219061666667;5;200;410;5;5;175;continuous
579_fri_c0_250_5;2;2_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124145508_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.521206682632517;test;0.826219061666667;5;200;410;5;5;175;continuous
503_wind;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125200516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.466270040023282;train;0.656943066666667;3;63;176;13;14;4602;continuous
503_wind;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125200516_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.472134521939061;test;0.656943066666667;3;63;176;13;14;4602;continuous
hypothyroid;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.862415542038341;train;1.20658630666667;5;184;378;19;20;2215;binomial
hypothyroid;3;3_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126083639_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.840431415929204;test;1.20658630666667;5;184;378;19;20;2215;binomial
spectf;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885982732351448;train;0.96485479;5;200;410;34;44;245;binomial
spectf;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124191321_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.811494252873563;test;0.96485479;5;200;410;34;44;245;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125135232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.860599078341014;train;0.07938663;3;12;92;2;3;59;binomial
analcatdata_asbestos;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125135232_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.874074074074074;test;0.07938663;3;12;92;2;3;59;binomial
allbp;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.96093430475123;train;28.13809814165;7;25;274;15;25;2641;multinomial
allbp;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124204236_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.959014488400698;test;28.13809814165;7;25;274;15;25;2641;multinomial
optdigits;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999555281269471;train;7.24926396666667;3;160;326;60;60;3934;multinomial
optdigits;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125113704_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.998215871323866;test;7.24926396666667;3;160;326;60;60;3934;multinomial
663_rabe_266;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.141837892448809;train;0.850343791666667;5;200;410;2;2;84;continuous
663_rabe_266;2;2_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125162126_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.163500821988153;test;0.850343791666667;5;200;410;2;2;84;continuous
622_fri_c2_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798689615545279;train;0.37434668;5;130;270;16;50;700;continuous
622_fri_c2_1000_50;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125134216_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.832641423474758;test;0.37434668;5;130;270;16;50;700;continuous
analcatdata_aids;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.904605263157895;train;1.23365432335;7;240;494;2;3;35;binomial
analcatdata_aids;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125204712_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.444444444444444;test;1.23365432335;7;240;494;2;3;35;binomial
colic;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.853941217903567;train;0.632820168333333;3;160;326;2;22;258;binomial
colic;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124194347_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.930480317804262;test;0.632820168333333;3;160;326;2;22;258;binomial
344_mv;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.39364766000829;train;0.28347282;3;50;166;8;10;28538;continuous
344_mv;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124174106_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.395573131925655;test;0.28347282;3;50;166;8;10;28538;continuous
505_tecator;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.0768403786254647;train;0.166108011666667;3;83;186;11;18;168;continuous
505_tecator;1;1_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125171229_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.113383811785303;test;0.166108011666667;3;83;186;11;18;168;continuous
654_fri_c0_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.526463633561904;train;0.463618596666667;10;50;460;9;10;350;continuous
654_fri_c0_500_10;2;2_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125123938_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.491481038581932;test;0.463618596666667;10;50;460;9;10;350;continuous
allhypo;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124191433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.842922023643673;train;3.9973807;11;249;520;21;25;2639;multinomial
allhypo;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124191433_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.843653966917856;test;3.9973807;11;249;520;21;25;2639;multinomial
allrep;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.912654942103315;train;31.75590479335;4;24;154;4;24;2641;multinomial
allrep;3;3_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231126111601_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.935344349428215;test;31.75590479335;4;24;154;4;24;2641;multinomial
Hill_Valley_with_noise;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.543990499339615;train;0.0427779466666667;3;4;32;1;1;849;binomial
Hill_Valley_with_noise;3;3_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231126103703_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.52038554948391;test;0.0427779466666667;3;4;32;1;1;849;binomial
519_vinnie;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.463136772144053;train;0.553758135;3;160;326;1;2;266;continuous
519_vinnie;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125091426_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.477954610381982;test;0.553758135;3;160;326;1;2;266;continuous
haberman;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.889363272190597;train;1.14074033668333;5;200;410;3;3;215;binomial
haberman;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125161943_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.656432748538012;test;1.14074033668333;5;200;410;3;3;215;binomial
wdbc;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999136162401468;train;0.857374225;3;160;326;20;22;399;binomial
wdbc;5;5_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125135343_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987985347985348;test;0.857374225;3;160;326;20;22;399;binomial
analcatdata_bankruptcy;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996732026143791;train;0.0646105616666667;3;3;24;3;3;35;binomial
analcatdata_bankruptcy;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125122859_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.946428571428571;test;0.0646105616666667;3;3;24;3;3;35;binomial
618_fri_c3_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.149751342158111;train;5.18586804666667;11;320;662;6;50;700;continuous
618_fri_c3_1000_50;1;1_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231124213523_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.261751839431657;test;5.18586804666667;11;320;662;6;50;700;continuous
ionosphere;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124213031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.998447204968944;train;0.208876383333333;3;84;174;32;32;246;binomial
ionosphere;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124213031_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.901408450704225;test;0.208876383333333;3;84;174;32;32;246;binomial
mfeat_zernike;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.989984561046228;train;0.709682201666667;5;33;222;29;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124145800_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.96454869594917;test;0.709682201666667;5;33;222;29;33;1400;multinomial
612_fri_c1_1000_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.178694495277314;train;1.47899436;9;248;514;5;5;700;continuous
612_fri_c1_1000_5;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124181536_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.27085518678243;test;1.47899436;9;248;514;5;5;700;continuous
analcatdata_authorship;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999982265352884;train;1.08571427166667;3;160;326;65;70;589;multinomial
analcatdata_authorship;1;1_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125132127_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999717986445514;test;1.08571427166667;3;160;326;65;70;589;multinomial
biomed;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.972834967320262;train;0.362392496666667;7;32;324;5;8;147;binomial
biomed;3;3_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125082424_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.903508771929825;test;0.362392496666667;7;32;324;5;8;147;binomial
titanic;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.787283253588517;train;0.175114031666667;3;28;156;2;7;1545;binomial
titanic;4;4_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125171308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.788779016613949;test;0.175114031666667;3;28;156;2;7;1545;binomial
588_fri_c4_1000_100;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.824672129682973;train;3.28603753833333;16;404;840;9;100;700;continuous
588_fri_c4_1000_100;2;2_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125162444_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.793805650069359;test;3.28603753833333;16;404;840;9;100;700;continuous
635_fri_c0_250_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486505918608909;train;1.31265325833333;8;20;332;10;10;175;continuous
635_fri_c0_250_10;1;1_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231124204340_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.603027838497602;test;1.31265325833333;8;20;332;10;10;175;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.433635431521883;train;1.31411414333333;5;112;234;43;72;742;continuous
4544_GeographicalOriginalofMusic;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124210622_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.418633694346189;test;1.31411414333333;5;112;234;43;72;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.379939247312939;train;2.74977771;5;200;410;40;71;742;continuous
4544_GeographicalOriginalofMusic;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124150501_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.49460784997576;test;2.74977771;5;200;410;40;71;742;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.506500828822282;train;1.57485497331667;19;252;542;10;25;350;continuous
633_fri_c0_500_25;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125150439_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.5357630441938;test;1.57485497331667;19;252;542;10;25;350;continuous
yeast;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879106823900522;train;0.135990755;3;8;56;5;8;1036;multinomial
yeast;1;1_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126090842_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.852178962249837;test;0.135990755;3;8;56;5;8;1036;multinomial
583_fri_c1_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126105907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.82483568567981;train;0.747923096666667;3;160;326;20;50;700;continuous
583_fri_c1_1000_50;5;5_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126105907_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.815998903978627;test;0.747923096666667;3;160;326;20;50;700;continuous
allrep;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.970911154205272;train;3.55034628;8;203;422;12;24;2641;multinomial
allrep;4;4_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125163042_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.927867680542162;test;3.55034628;8;203;422;12;24;2641;multinomial
635_fri_c0_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.269364181198558;train;1.82204022833333;8;244;504;8;10;175;continuous
635_fri_c0_250_10;1;1_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125162811_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.498563498350883;test;1.82204022833333;8;244;504;8;10;175;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.396482650514346;train;0.93080497;3;72;150;49;70;742;continuous
4544_GeographicalOriginalofMusic;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124174705_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.387076077935911;test;0.93080497;3;72;150;49;70;742;continuous
waveform_40;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.966935562723851;train;1.29367916166667;12;40;514;16;40;3500;multinomial
waveform_40;3;3_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125134358_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.967112853093256;test;1.29367916166667;12;40;514;16;40;3500;multinomial
522_pm10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.515457293531081;train;1.51968594833333;6;220;452;7;7;350;continuous
522_pm10;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125173614_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.738968548866776;test;1.51968594833333;6;220;452;7;7;350;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.681390666368476;train;1.00975196333333;8;20;336;10;10;70;continuous
591_fri_c1_100_10;3;3_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125082649_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;1.20918588126687;test;1.00975196333333;8;20;336;10;10;70;continuous
556_analcatdata_apnea2;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.245146123124686;train;0.623167235;3;160;326;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231126091055_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.508585394742816;test;0.623167235;3;160;326;0;3;333;continuous
620_fri_c1_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.829707782107144;train;0.1566474;3;85;176;5;25;700;continuous
620_fri_c1_1000_25;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125171258_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.867700232762537;test;0.1566474;3;85;176;5;25;700;continuous
653_fri_c0_250_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.427371868597272;train;0.822825436666667;12;125;564;16;25;175;continuous
653_fri_c0_250_25;1;1_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231125083308_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.540422968358716;test;0.822825436666667;12;125;564;16;25;175;continuous
607_fri_c4_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.158234769350939;train;3.546511905;9;280;578;4;50;700;continuous
607_fri_c4_1000_50;5;5_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124173911_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.282126131183021;test;3.546511905;9;280;578;4;50;700;continuous
german;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.820058768945252;train;7.67510658833333;17;20;632;12;20;700;binomial
german;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124205932_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.76731346483705;test;7.67510658833333;17;20;632;12;20;700;binomial
218_house_8L;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.458603670854152;train;6.31702343333333;10;16;334;8;8;15949;continuous
218_house_8L;4;4_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126104510_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.442811582245243;test;6.31702343333333;10;16;334;8;8;15949;continuous
583_fri_c1_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124191634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.826636098880018;train;0.970566606666667;3;72;150;38;50;700;continuous
583_fri_c1_1000_50;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124191634_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.823647391969172;test;0.970566606666667;3;72;150;38;50;700;continuous
542_pollution;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.492115213701767;train;0.877983735;15;60;680;8;12;42;continuous
542_pollution;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125165804_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.974578734472628;test;0.877983735;15;60;680;8;12;42;continuous
tae;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.691915400248734;train;0.221539156666667;3;5;38;4;5;106;multinomial
tae;4;4_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124162444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.759191176470588;test;0.221539156666667;3;5;38;4;5;106;multinomial
breast_w;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125103809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;1;train;0.397001263333333;6;36;284;8;9;490;binomial
breast_w;2;2_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125103809_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.985930735930736;test;0.397001263333333;6;36;284;8;9;490;binomial
biomed;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.881638071895425;train;1.04785669166667;3;160;326;1;8;147;binomial
biomed;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126085951_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.827302631578947;test;1.04785669166667;3;160;326;1;8;147;binomial
analcatdata_germangss;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.731156028036935;train;0.219847153333333;14;5;142;1;5;280;multinomial
analcatdata_germangss;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125180533_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.707431333389348;test;0.219847153333333;14;5;142;1;5;280;multinomial
1201_BNG_breastTumor;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.915158527504303;train;8.86169748;6;220;452;8;9;81648;continuous
1201_BNG_breastTumor;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126114101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.917124827374333;test;8.86169748;6;220;452;8;9;81648;continuous
573_cpu_act;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.336117844766826;train;0.621800495;11;85;512;1;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124152227_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.350330845159444;test;0.621800495;11;85;512;1;17;5735;continuous
sonar;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.897556390977444;train;0.62873742;7;148;342;11;59;146;binomial
sonar;3;3_config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;config_conventional_glm_no_normalisation;20231124194304_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.866666666666667;test;0.62873742;7;148;342;11;59;146;binomial
192_vineyard;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126105419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.541847675981613;train;0.919589635;5;200;410;1;2;37;continuous
192_vineyard;1;1_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231126105419_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.588145214597571;test;0.919589635;5;200;410;1;2;37;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124211742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.592562523428011;train;1.87948894333333;20;307;654;6;10;356;continuous
666_rmftsa_ladata;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124211742_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.521353754295346;test;1.87948894333333;20;307;654;6;10;356;continuous
optdigits;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124161441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.563098088421786;train;30.9574598966667;2;45;96;43;60;3934;multinomial
optdigits;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124161441_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.561939898347113;test;30.9574598966667;2;45;96;43;60;3934;multinomial
593_fri_c1_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.810562286523724;train;0.477413928333333;10;50;460;6;10;700;continuous
593_fri_c1_1000_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124150009_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.870845363417081;test;0.477413928333333;10;50;460;6;10;700;continuous
coil2000;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.725101539469374;train;6.18324368666667;20;179;880;3;59;6876;binomial
coil2000;4;4_config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;config_invariant_robust_gof_glm;20231125090623_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.723925430725054;test;6.18324368666667;20;179;880;3;59;6876;binomial
profb;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.642627313895289;train;1.734601405;9;280;578;9;9;471;binomial
profb;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125140856_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.715366430260047;test;1.734601405;9;280;578;9;9;471;binomial
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827167914438931;train;1.456741985;8;244;504;6;25;700;continuous
620_fri_c1_1000_25;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125132423_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.866058222571053;test;1.456741985;8;244;504;6;25;700;continuous
562_cpu_small;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.315402103276948;train;1.26823623165;5;24;208;3;12;5735;continuous
562_cpu_small;3;3_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231125112144_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.316898209772321;test;1.26823623165;5;24;208;3;12;5735;continuous
1089_USCrime;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.538699379384326;train;1.42773667331667;9;280;578;2;2;33;continuous
1089_USCrime;4;4_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231126100809_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.417068541256511;test;1.42773667331667;9;280;578;2;2;33;continuous
breast_cancer;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.751654846335697;train;0.936940875;14;36;620;4;9;201;binomial
breast_cancer;4;4_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124195220_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.627333333333333;test;0.936940875;14;36;620;4;9;201;binomial
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sleep;4;4_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124173339_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.885909051677469;test;37.5718665416667;1;120;242;12;13;74136;multinomial
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coil2000;2;2_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124173121_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.722132988642143;test;7.56448496;0;5;10;2;59;6876;binomial
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prnn_crabs;2;2_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125182449_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.983258928571429;test;0.152596985;3;4;30;4;4;140;binomial
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678_visualizing_environmental;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231126115146_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.862395254789589;test;0.657812661666667;3;160;326;2;3;78;continuous
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637_fri_c1_500_50;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125163029_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.297620845205043;train;4.17586412335;9;280;578;35;50;350;continuous
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penguins;3;3_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231125091513_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;1;test;0.516238970016667;3;7;50;6;7;241;multinomial
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592_fri_c4_1000_25;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231125161225_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.271169026946357;train;1.34201264335;3;160;326;5;25;700;continuous
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lupus;5;5_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231126104803_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.819444444444445;test;0.483428098333333;3;160;326;2;2;61;binomial
breast_cancer;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.764852634021815;train;0.460835993333333;8;36;360;8;9;201;binomial
breast_cancer;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125190708_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.654277699859748;test;0.460835993333333;8;36;360;8;9;201;binomial
allbp;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.947192003189611;train;0.966171763316667;11;25;458;6;25;2641;multinomial
allbp;5;5_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124152853_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.961174716756112;test;0.966171763316667;11;25;458;6;25;2641;multinomial
626_fri_c2_500_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.216274764085693;train;1.33006182833333;3;160;326;6;50;350;continuous
626_fri_c2_500_50;4;4_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231125094551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.375956774728396;test;1.33006182833333;3;160;326;6;50;350;continuous
allrep;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.970042471689531;train;3.57363935333333;13;328;682;4;24;2641;multinomial
allrep;4;4_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125163042_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.945249997767777;test;3.57363935333333;13;328;682;4;24;2641;multinomial
556_analcatdata_apnea2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.245146123124686;train;0.260012028333333;3;6;48;0;3;333;continuous
556_analcatdata_apnea2;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124164321_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.508585394742816;test;0.260012028333333;3;6;48;0;3;333;continuous
658_fri_c3_250_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.821398772750621;train;2.23123711166667;8;48;360;20;24;175;continuous
658_fri_c3_250_25;1;1_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180213_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.913921125258907;test;2.23123711166667;8;48;360;20;24;175;continuous
579_fri_c0_250_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124201822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.49606962337589;train;0.80116924;3;160;326;5;5;175;continuous
579_fri_c0_250_5;1;1_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231124201822_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.4611782879383;test;0.80116924;3;160;326;5;5;175;continuous
616_fri_c4_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.827193037282788;train;0.817200048333333;3;160;326;10;49;350;continuous
616_fri_c4_500_50;3;3_config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;config_conventional_xgboost_no_normalisation;20231124173700_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830284801387015;test;0.817200048333333;3;160;326;10;49;350;continuous
1089_USCrime;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.42796900395164;train;0.56019275165;3;160;326;2;2;33;continuous
1089_USCrime;4;4_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124184447_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.334212303306904;test;0.56019275165;3;160;326;2;2;33;continuous
clean1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;train;0.770514641666667;3;160;326;1;92;334;binomial
clean1;3;3_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124212032_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;1;test;0.770514641666667;3;160;326;1;92;334;binomial
594_fri_c2_100_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.846743953616692;train;0.185746510016667;5;10;116;3;5;70;continuous
594_fri_c2_100_5;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124150540_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.889124844750782;test;0.185746510016667;5;10;116;3;5;70;continuous
banana;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.551369194097636;train;0.12389484;3;2;16;2;2;3710;binomial
banana;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231126113808_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.529950163919823;test;0.12389484;3;2;16;2;2;3710;binomial
texture;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999984448901911;train;25.6227588616667;3;13;82;13;13;3850;multinomial
texture;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124194829_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999106307834552;test;25.6227588616667;3;13;82;13;13;3850;multinomial
537_houses;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.579475346280778;train;0.187754283333333;3;30;166;6;6;14448;continuous
537_houses;2;2_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231124171051_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.573073598513967;test;0.187754283333333;3;30;166;6;6;14448;continuous
503_wind;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.353736755873799;train;14.1854476683333;16;388;808;14;14;4602;continuous
503_wind;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124175809_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.445459022758018;test;14.1854476683333;16;388;808;14;14;4602;continuous
sleep;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.892194645689685;train;96.5804326599833;1;13;36;13;13;74136;multinomial
sleep;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125114055_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.890511298105;test;96.5804326599833;1;13;36;13;13;74136;multinomial
mfeat_karhunen;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.999870411659924;train;2.67542526166667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125104520_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.997546148686021;test;2.67542526166667;3;160;326;64;64;1400;multinomial
599_fri_c2_1000_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.215004638804364;train;1.16636726;3;160;326;5;5;700;continuous
599_fri_c2_1000_5;3;3_config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;config_invariant_robust_rf_no_normalisation;20231124174950_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.314726121711057;test;1.16636726;3;160;326;5;5;700;continuous
hypothyroid;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.94620664803389;train;0.898329143333333;11;80;502;8;20;2215;binomial
hypothyroid;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231124161615_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.942001798792239;test;0.898329143333333;11;80;502;8;20;2215;binomial
582_fri_c1_500_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.800736844065316;train;1.41168284;6;220;452;16;25;350;continuous
582_fri_c1_500_25;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124180626_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.865995065175401;test;1.41168284;6;220;452;16;25;350;continuous
auto;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.998346267553585;train;3.89256424831667;20;477;994;11;19;142;multinomial
auto;5;5_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124145349_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.951988304093567;test;3.89256424831667;20;477;994;11;19;142;multinomial
vowel;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.97355216438372;train;0.31836018;6;13;166;11;13;693;multinomial
vowel;5;5_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231124180351_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.962754226301151;test;0.31836018;6;13;166;11;13;693;multinomial
712_chscase_geyser1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.468962757132692;train;0.147296093316667;6;4;56;2;2;156;continuous
712_chscase_geyser1;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125173613_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.522092890925455;test;0.147296093316667;6;4;56;2;2;156;continuous
fars;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.75065739606143;train;51.0159669666667;0;100;200;10;21;70678;multinomial
fars;1;1_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125185718_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.855413601175248;test;51.0159669666667;0;100;200;10;21;70678;multinomial
653_fri_c0_250_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.42564691875881;train;1.35811957333333;7;50;318;17;25;175;continuous
653_fri_c0_250_25;5;5_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125180937_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.591813883597342;test;1.35811957333333;7;50;318;17;25;175;continuous
561_cpu;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.200610237005896;train;1.41284323;8;260;536;4;7;147;continuous
561_cpu;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125154101_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.220208556986387;test;1.41284323;8;260;536;4;7;147;continuous
ann_thyroid;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995031558665059;train;31.7794041516667;4;21;174;10;21;5040;multinomial
ann_thyroid;5;5_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231124164058_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.99411848317428;test;31.7794041516667;4;21;174;10;21;5040;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.735851181812486;train;4.979372425;7;240;494;11;11;3429;multinomial
wine_quality_white;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125115559_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.703483870397661;test;4.979372425;7;240;494;11;11;3429;multinomial
irish;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.852786244367877;train;0.283362363316667;6;4;54;3;4;350;binomial
irish;5;5_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126114138_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.89454806312769;test;0.283362363316667;6;4;54;3;4;350;binomial
197_cpu_act;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.164811467637062;train;2.78669832833333;6;220;452;13;16;5735;continuous
197_cpu_act;4;4_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125163625_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.17981010329859;test;2.78669832833333;6;220;452;13;16;5735;continuous
segmentation;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125171020_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.522433823547786;train;7.66251801498333;3;14;92;12;14;1617;multinomial
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622_fri_c2_1000_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.798457067188479;train;0.355164635;5;130;270;37;50;700;continuous
622_fri_c2_1000_50;5;5_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124145112_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.811263322359538;test;0.355164635;5;130;270;37;50;700;continuous
695_chatfield_4;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.31793873113219;train;1.531921965;5;200;410;5;7;165;continuous
695_chatfield_4;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231124181924_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.342231114703843;test;1.531921965;5;200;410;5;7;165;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.486408281573166;train;1.81473860333333;10;20;412;10;10;700;continuous
595_fri_c0_1000_10;1;1_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231126082447_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.527400163315459;test;1.81473860333333;10;20;412;10;10;700;continuous
allbp;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125202255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981953495982509;train;0.851825371666667;10;25;422;16;25;2641;multinomial
allbp;4;4_config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;config_invariant_robust_glm_no_normalisation;20231125202255_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.981357282351732;test;0.851825371666667;10;25;422;16;25;2641;multinomial
601_fri_c1_250_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124204004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.830995994961876;train;0.896138445;3;160;326;5;5;175;continuous
601_fri_c1_250_5;4;4_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231124204004_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.769135842319343;test;0.896138445;3;160;326;5;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125095755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.764348783562103;train;0.584833563333333;7;10;152;4;5;175;continuous
613_fri_c3_250_5;2;2_config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;config_conventional_lasso_no_normalisation;20231125095755_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.866186313353366;test;0.584833563333333;7;10;152;4;5;175;continuous
churn;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.854112569069951;train;8.14260533833333;12;15;348;7;15;3500;binomial
churn;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124185203_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.858898201337226;test;8.14260533833333;12;15;348;7;15;3500;binomial
appendicitis;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.841334894613583;train;0.261781655;11;4;94;1;4;75;binomial
appendicitis;4;4_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124175926_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.869047619047619;test;0.261781655;11;4;94;1;4;75;binomial
591_fri_c1_100_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.765269677443078;train;0.332273588333333;7;45;344;8;9;70;continuous
591_fri_c1_100_10;2;2_config_invariant_robust_glm;config_invariant_robust_glm;config_invariant_robust_glm;20231125091413_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.969030002037462;test;0.332273588333333;7;45;344;8;9;70;continuous
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texture;3;3_config_no_transformation_xgboost;config_no_transformation_xgboost;config_no_transformation_xgboost;20231125114224_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999805726582695;test;4.80053909166667;5;184;378;12;12;3850;multinomial
584_fri_c4_500_25;2;2_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124163153_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.813942271842286;train;2.31212375833333;8;48;360;9;24;350;continuous
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texture;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999982812657091;train;29.9334396533333;3;13;82;13;13;3850;multinomial
texture;4;4_config_invariant_robust_lasso;config_invariant_robust_lasso;config_invariant_robust_lasso;20231124181444_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.999091561387597;test;29.9334396533333;3;13;82;13;13;3850;multinomial
218_house_8L;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.455689366130895;train;0.521585573333333;8;40;376;8;8;15949;continuous
218_house_8L;1;1_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231125160215_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.445909029348697;test;0.521585573333333;8;40;376;8;8;15949;continuous
573_cpu_act;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.335762074836009;train;4.12383482833333;14;34;570;4;17;5735;continuous
573_cpu_act;5;5_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124152227_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.347300011299424;test;4.12383482833333;14;34;570;4;17;5735;continuous
cmc;1;1_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231124170453_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.72006077830319;train;1.596967205;9;216;450;7;9;1032;multinomial
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599_fri_c2_1000_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.811511718023072;train;0.306790336666667;3;10;72;5;5;700;continuous
599_fri_c2_1000_5;1;1_config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;config_invariant_robust_lasso_no_normalisation;20231124195223_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.812380415871062;test;0.306790336666667;3;10;72;5;5;700;continuous
german;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.885571805322465;train;2.06696718833333;7;240;494;20;20;700;binomial
german;5;5_config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;config_invariant_robust_gof_rf;20231125171551_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.801313269493844;test;2.06696718833333;7;240;494;20;20;700;binomial
611_fri_c3_100_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.838326893299584;train;0.279971336666667;6;8;108;3;4;70;continuous
611_fri_c3_100_5;3;3_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231125175211_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.806983202069491;test;0.279971336666667;6;8;108;3;4;70;continuous
616_fri_c4_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.24136570033189;train;2.456522075;8;260;536;5;49;350;continuous
616_fri_c4_500_50;3;3_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231124145135_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.36000054152545;test;2.456522075;8;260;536;5;49;350;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125130614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.917774388743504;train;0.8424197;8;45;376;9;9;81648;continuous
1201_BNG_breastTumor;5;5_config_no_transformation_glm;config_no_transformation_glm;config_no_transformation_glm;20231125130614_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.916756991885329;test;0.8424197;8;45;376;9;9;81648;continuous
613_fri_c3_250_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.789704451813641;train;0.230419233333333;7;20;308;4;4;175;continuous
613_fri_c3_250_5;3;3_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231126104531_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.852136561014476;test;0.230419233333333;7;20;308;4;4;175;continuous
690_visualizing_galaxy;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.308970207848339;train;0.649427028333333;6;8;108;4;4;227;continuous
690_visualizing_galaxy;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231125204432_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.308264644470872;test;0.649427028333333;6;8;108;4;4;227;continuous
603_fri_c0_250_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.442392980645103;train;0.730724726666667;14;211;456;45;50;175;continuous
603_fri_c0_250_50;5;5_config_conventional_glm;config_conventional_glm;config_conventional_glm;20231125200847_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;root_relative_squared_error_winsor;0.547028989255183;test;0.730724726666667;14;211;456;45;50;175;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.370641762671043;train;0.69919753335;3;160;326;1;1;33;continuous
659_sleuth_ex1714;5;5_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231124193259_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.565444548109043;test;0.69919753335;3;160;326;1;1;33;continuous
579_fri_c0_250_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124201822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.49646238853757;train;0.26976888;3;10;72;5;5;175;continuous
579_fri_c0_250_5;1;1_config_no_transformation_lasso;config_no_transformation_lasso;config_no_transformation_lasso;20231124201822_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.461148687541878;test;0.26976888;3;10;72;5;5;175;continuous
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satimage;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.976379419762298;train;27.0792178683333;3;24;116;19;24;4505;multinomial
satimage;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124151531_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.978153120038793;test;27.0792178683333;3;24;116;19;24;4505;multinomial
621_fri_c0_100_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.575361561315412;train;0.799020458333333;9;20;380;10;10;70;continuous
621_fri_c0_100_10;2;2_config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;config_invariant_robust_gof_lasso_no_normalisation;20231124162818_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.53641076948326;test;0.799020458333333;9;20;380;10;10;70;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.826703293294171;train;0.70147926;3;160;326;30;50;700;continuous
583_fri_c1_1000_50;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125122523_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.850157923832695;test;0.70147926;3;160;326;30;50;700;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.453287153106857;train;0.77363511;3;160;326;5;5;350;continuous
649_fri_c0_500_5;2;2_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231126105303_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.478088799797259;test;0.77363511;3;160;326;5;5;350;continuous
ring;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.990304721117058;train;4.349526405;3;160;326;20;20;5180;binomial
ring;3;3_config_no_transformation_rf;config_no_transformation_rf;config_no_transformation_rf;20231124203257_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.98525676834338;test;4.349526405;3;160;326;20;20;5180;binomial
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.849158894868782;train;1.32571309666667;5;200;410;20;25;700;continuous
620_fri_c1_1000_25;3;3_config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;config_invariant_robust_gof_xgboost;20231125192010_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.812595261837037;test;1.32571309666667;5;200;410;20;25;700;continuous
waveform_40;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.987976574407259;train;2.81744515166667;3;160;326;40;40;3500;multinomial
waveform_40;1;1_config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;config_invariant_robust_gof_rf_no_normalisation;20231126082312_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.968746482466282;test;2.81744515166667;3;160;326;40;40;3500;multinomial
mnist;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126091354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.995554560620206;train;2977.89530370332;0;6;12;653;660;49000;multinomial
mnist;5;5_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231126091354_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.993227595762432;test;2977.89530370332;0;6;12;653;660;49000;multinomial
mfeat_karhunen;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.999988904545251;train;3.74176199666667;3;160;326;64;64;1400;multinomial
mfeat_karhunen;5;5_config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;config_no_transformation_xgboost_no_normalisation;20231125173134_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.997892645076405;test;3.74176199666667;3;160;326;64;64;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125132717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.990926122095266;train;0.93437796;6;32;258;26;32;1400;multinomial
mfeat_zernike;1;1_config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;config_no_transformation_glm_no_normalisation;20231125132717_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.968929327227643;test;0.93437796;6;32;258;26;32;1400;multinomial
analcatdata_cyyoung9302;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.911989795918367;train;0.60501244;3;160;326;6;6;65;binomial
analcatdata_cyyoung9302;1;1_config_conventional_xgboost;config_conventional_xgboost;config_conventional_xgboost;20231124194422_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.972222222222222;test;0.60501244;3;160;326;6;6;65;binomial
1089_USCrime;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124161842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.418608936694491;train;0.156174366666667;3;6;48;3;3;33;continuous
1089_USCrime;3;3_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231124161842_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.310189045188453;test;0.156174366666667;3;6;48;3;3;33;continuous
confidence;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.915;train;0.797547163333333;3;160;326;1;1;51;multinomial
confidence;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125170953_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.913888888888889;test;0.797547163333333;3;160;326;1;1;51;multinomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.928125;train;0.84906818;3;160;326;5;7;68;binomial
analcatdata_cyyoung8092;1;1_config_invariant_robust_xgboost;config_invariant_robust_xgboost;config_invariant_robust_xgboost;20231125175655_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.96;test;0.84906818;3;160;326;5;7;68;binomial
heart_h;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.930937279774489;train;0.59734832;3;160;326;5;12;206;binomial
heart_h;4;4_config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;config_conventional_rf_no_normalisation;20231125171337_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.888369374634717;test;0.59734832;3;160;326;5;12;206;binomial
crx;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.879579506164216;train;0.70812463;9;56;418;2;14;483;binomial
crx;4;4_config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;config_invariant_robust_gof_glm_no_normalisation;20231124152026_glm_mim_0_0_ensemble_0_0_validation_data;mim;glm;auc_roc;0.894308181988392;test;0.70812463;9;56;418;2;14;483;binomial
phoneme;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.79226853115742;train;1.78910811831667;10;204;428;5;5;3783;binomial
phoneme;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231125135212_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.785972991816814;test;1.78910811831667;10;204;428;5;5;3783;binomial
564_fried;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125184238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.481216996672586;train;4.31105383833333;10;20;406;9;10;28538;continuous
564_fried;5;5_config_conventional_lasso;config_conventional_lasso;config_conventional_lasso;20231125184238_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.484606031126938;test;4.31105383833333;10;20;406;9;10;28538;continuous
mfeat_zernike;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.986073158669114;train;2.74545982333333;3;160;326;32;33;1400;multinomial
mfeat_zernike;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125102619_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;auc_roc;0.980915004138627;test;2.74545982333333;3;160;326;32;33;1400;multinomial
1199_BNG_echoMonths;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.671674615929907;train;6.27536839333333;7;240;494;8;9;12248;continuous
1199_BNG_echoMonths;2;2_config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;config_no_transformation_rf_no_normalisation;20231125161754_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;root_relative_squared_error_winsor;0.696997518570273;test;6.27536839333333;7;240;494;8;9;12248;continuous
294_satellite_image;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.448896613171747;train;2.42457784833333;7;208;430;25;26;4505;continuous
294_satellite_image;1;1_config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;config_invariant_robust_xgboost_no_normalisation;20231124163635_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.460925114408219;test;2.42457784833333;7;208;430;25;26;4505;continuous
210_cloud;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.261794152125417;train;0.25303339;5;10;112;5;5;76;continuous
210_cloud;2;2_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124180109_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.271133123954248;test;0.25303339;5;10;112;5;5;76;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125205712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.829339090050623;train;1.093564545;5;200;410;41;50;350;continuous
645_fri_c3_500_50;5;5_config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;config_invariant_robust_gof_xgboost_no_normalisation;20231125205712_xgboost_lm_mim_0_0_ensemble_0_0_validation_data;mim;xgboost_lm;root_relative_squared_error_winsor;0.861522465166061;test;1.093564545;5;200;410;41;50;350;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.847492596823305;train;0.894946161666667;3;50;146;4;25;700;continuous
592_fri_c4_1000_25;4;4_config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;config_invariant_robust_gof_lasso;20231125143824_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;root_relative_squared_error_winsor;0.871356999712829;test;0.894946161666667;3;50;146;4;25;700;continuous
collins;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124190647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.996697861604694;train;22.1800941;6;20;208;4;20;340;multinomial
collins;3;3_config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;config_no_transformation_lasso_no_normalisation;20231124190647_lasso_mim_0_0_ensemble_0_0_validation_data;mim;lasso;auc_roc;0.994378306878307;test;22.1800941;6;20;208;4;20;340;multinomial
heart_statlog;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.918204320432043;train;0.728777645;3;160;326;5;13;189;binomial
heart_statlog;1;1_config_conventional_rf;config_conventional_rf;config_conventional_rf;20231125113838_random_forest_ranger_mim_0_0_ensemble_0_0_validation_data;mim;random_forest_ranger;auc_roc;0.890625;test;0.728777645;3;160;326;5;13;189;binomial